pa ge 1 pa ge 72 american journal of education and technologies (ajet) perceived personality of the teachers and its effect to classroom management jimboy b. pagalilauan1* volume 1 issue 2, year 2022 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v1i2.529 https://journals.e-palli.com/home/index.php/ajet article information abstract received: august 30, 2022 accepted: september 12, 2022 published: september 14, 2022 this study aimed to examine the perception of the respondents on the personality of their teachers and its effect to their classroom management. a descriptive correlational study was utilized as a design to attain the objective of the study. a descriptive and inferential statistics were utilized to statistically quantify the data gathered from the respondents using a structured questionnaire. 21 secondary students who are officially enrolled at sain josehp’s college of baggao inc (sjcbi) for academic year 2019-2020 participated on this study. the result showed that the teacher’s personality greatly affects classroom management. it is therefore the major recommendation of this study is for the teachers to continually engage themselves to career development and personality enhancement through seminars and trainings. keywords personality, teachers, classroom management, saint josph’s college of baggao inc. 1 maed saint joseph’s college of baggao inc., philippines * corresponding author’s e-mail: jimpagalilauan10@gmail.com introduction most educational writers and public-school officials insist that personality is one of the most important factors in the successful teachers’ equipment. among other things the teacher himself is an important factor in the failure or success of the learner. although the teachers’ activity should not be the center of emphasis in the classroom, yet it should be borne in mind that the personality of the teacher is an important element in the total teaching situation. as such, it should be favorable to the overall growth of the students. according to moreno rubio (2009), one significant element that contributes to a successful teacher regardless of a profound content knowledge of his or her subject is classroom management skill. it is, thus, obvious that the study of classroom management has become an important aspect of teacher development. it is contended that classroom management could exert influences on the learning environment for students, which, as a result, affects both their academic competencies and emotional development (kratochwill, n.d).this can be considered as a rationale for much research into the effect of classroom management on students’ academic achievement and students’ behavior. hence, according to atkinson, r. c., & hilgard, e. (2011), personality is defined as the configuration of individual characteristics and ways of behaving which describe an individual’ s unique adjustment to his environment. it includes all those characteristics of the person that are important in his adjustment and the maintenance of his self-respect. from early childhood, the individual’s concept of self is an important factor in guiding both his personality. he acts consistently in terms of the kind of person believes he is. this self is his personality “viewed from within.” all his experiences with himself in his environment are integrated into it. personality includes the self and structure and more. personality structure refers to the persistent unique features that give coherence to a personality. jurczak, i., & jurczak, e. (2015). a man’s personality structure arises through the roles that culture assigns to him and through individual differences. social scientists use the word “personality” to refer to the individual’ s value, or effect on others, his 1ife; or his particular pattern of measurable traits. it is determined by all those characteristics and qualities of the individual that act as stimuli for other people-physique, hair color, complexion, mannerisms, friendship and the like. according to hogan (1991), a person personality is a relatively stable precursor of behavior; it underlies an enduring style of thinking, feeling and acting. however, guthrie et. al (1998) stated that personality can be defined as a predisposition to act or behave in a characteristic fashion in response to one’s environment. based on pervin et. al (2005), personality refers to the characteristics of the person that account for consistent patterns of feeling, thinking and behaving. personality is considered as complex interacting traits. parks-leduc, l., feldman, g., & bardi, a. (2015) said that traits of the individual are characteristics such mental ability, mechanical aptitude or talent, masculinity, intermission, and sociability. they can be observed and tested objectively or inferred from observable, measurable behavior. in other words, an individual’s personality is a composite of his physical appearance, his mental capacity, his emotional behavior, and his attitude towards others particularly the students. in the book “comprehensive classroom management: creating communities of support and solving problems,” jones and jones (2007) mentioned one more aspect that the teacher managerial strategies affected students, which is students’ motivation. however, https://doi.org/10.54536/ajet.v1i2.529 mailto:https://journals.e-palli.com/home/index.php/ajet%0d?subject= mailto:jimpagalilauan10@gmail.com pa ge 73 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(2) 72-74, 2022 although motivation is an important factor contributing to students’ achievement, hardly can studies that thoroughly investigates its relationship with teacher’s management practices be found. this leads the research to conduct this study which is to assess the perception of the personality of the teachers in saint joseph’s college of baggao inc and its effect to classroom management. methodology research design the study used correlational research design. in this method, the researcher tried to elicit the needed information for the study through a questionnaire. the data were presented, interpreted, and analyzed to know the relationship between the study’s variables. respondents of the study the respondents of the study were students of saint joseph’s college of baggao incorporated at baggao cagayan valley, philippines. there were 21 senior high students covered by the study because of sampling technique. the study used convenience sampling to gather the information needed in the study. data gathering tool the study used survey questionnaire as its primary datagathering tool. part i tries to elicit information from the respondents on their age, sex, civil status and year level. part ii tries to get responses of teacher’s personality, scholarship, and classroom management. data gathering procedure the researcher personally hands a written request to the high school principal after the proposal has been approved by the research office of the institution. it was augmented with informal interview of the respondents and actual observation. data analysis after the retrieval of the questionnaire, elicited data was tabulated, analyzed and interpreted using correlational statistical tools. result as revealed in the findings regarding to sex, most of the respondents are female and most of them are single when it comes to civil status. table 01 shows that there are 3.10 weighted mean table 1: perceived personality the teachers by the respondents variables mean description teachers are neat in appearance 3.10 strongly agree teachers are strict, but kind, friendly and approachable 2.76 agree teachers are enthusiastic, interesting, stimulating and encouraging 2.62 agree teachers are tolerant, polite and mature in their ways 2.38 agree teachers have sense of humor 2.76 agree overall mean 2.72 agree table 2: perceived classroom performance of the teachers by the respondents variables mean description teachers know their subject verry well. 3.86 strongly agree teachers are progressivealways studying the learning. 3.48 strongly agree teachers are interested in their work and in their profession. 3.14 strongly agree teachers conduct the class in an informal easy, natural way, giving their students enough time to think and freedom to express themselves. 3.14 strongly agree teachers begin and dismiss their class on time 3.75 strongly agree teachers use different methods and techniques of teaching adjusting them to physical and mental growth of the students. 3.38 strongly agree teachers make review or drill work a part of their daily teaching procedure. 3.71 strongly agree teachers use many instructional devices or illustrations to supplement the method used. 3.24 strongly agree teachers adjust the activities to the learning capacities, interest, and comprehension of their students. 3.19 strongly agree teachers give clear and varies assignments. 3.48 strongly agree overall mean 3.38 strongly agree with description of strongly agree in the perception of respondents that their teachers are neat in appearance. second, 2.76, 2.62, 2.38 and 2.76 which all fall under agree description were accumulated from the variables teachers are strict, but kind, friendly and approachable, teachers are enthusiastic, interesting, stimulating and encouraging, teachers are tolerant, polite, and mature in their ways, and teachers have sense of humor, respectively. it resulted to overall mean of 2.72 weighted mean with agree as description. as presented in table 02 on the perception of the respondents on the classroom performance of their teachers, it reached an overall mean of 3.38 which has a description of strongly agree. this means that the respondents perceived that their teachers are equipped with the right knowledge and skills to carry out their https://journals.e-palli.com/home/index.php/ajet pa ge 74 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(2) 72-74, 2022 table 3: perceived classroom management of the teachers by the respondents variables mean description teachers’ set-up definite aims to be accomplished and organizes their subject matter. 3.43 strongly agree teachers are always prepared for their class. 3.29 strongly agree overall mean 3.36 strongly agree job. meanwhile, all the variables reflected got more than weighted mean of 3 which ended with strongly agree description. table 03 illustrates that the respondents perceived that their teachers are always ready to their class with a weighted mean of 3.39 or strongly agree and the highest is that the respondents perceived that their teacher’s setup definite aims to be accomplished and organizes their subject matter with weighted mean of 3.43 or strongly agree. discussion the students rated themselves on the physical and mental qualities as favorable. this shows good sign of quality teacher’s process. they also rated themselves favorable in their occupational attitude and personal character. bernardo, a. b. i. (2003), discussed that mental and basic abilities must be reinforced in classroom for the students to be life-long learners. generally, the teachers exhibited favorable character and desirable practices that may bring about positive behavior among the students. classroom management is a key responsibility for every classroom teacher. teachers’ abilities to manage classrooms can influence their self-efficacy and student success rates. in order for teachers to teach effectively, they must possess an understanding of how to create and maintain a classroom environment that is conducive to learning. brown and inglis (2013) believed that improving teaching efficacy and practice would require ongoing professional development. teachers who understand the connections between their self-efficacy and student success rates, can promote student achievement through their daily efforts. the study also shows that the teachers have adequate classroom management skills, which ensures pleasurable teaching learning situation. this revelation was clearly presented in the over-all average findings. this apparently means that teacher’s characteristics and behavior patterns relate to how they manage their class. conclusion based on the findings of this study, the researcher concluded that the teacher’s personality greatly affects classroom management. classroom management is essential to learning and in order to achieve learning goals, teachers must be proficient at organizing and managing their classrooms (ediger, m., 2013). it is therefore the major recommendation of this study is for the teachers to continually engage themselves to career development and personality enhancement through seminars and trainings. recommendations this study correlational examined the effects of teachers’ personality to classroom management, the following are recommended: 1. for the teachers to continually engage themselves to career development and personality enhancement through seminars and trainings. 2. for the school to reinforce faculty training needs that would empower them to be more productive and efficient. references atkinson, r. c., & hilgard, e. (2011). introduction to psychology. hascourt, bruce & world, new york p.468 bernardo, a. b. i. (2003). do filipino youth really value education? exploring filipino adolescents’ beliefs about the abstract and pragmatic value of education and its relationship to achievement goals and learning strategies. philippine journal of psychology, 36(2), 49-67. brown, a. & inglis, s. (2013). so, what happens after the event? exploring the realization of professional development with early childhood educators. australasian journal of early childhood, 38(1), 11-15. retrieved from http://www.earlychildhoodaustralia. org.au ediger, m. (2013). managing the classroom: a very salient responsibility in teaching and learning situations in classroom management. education, 134(1), 15-18. retrieved from http://www.projectinnovation.biz jurczak, i., & jurczak, e. (2015). personality of the teacher as an important element in the educational process of the child pedagogika rodziny. family pedagogy nr 5(2), 79-88. jones, v. f., & jones, l. s. (2004). comprehensive classroom management: creating communities of support and solving problems. boston: pearson/allyn and bacon. parksleduc, l., feldman, g., & bardi, a. (2015). personality traits and personal values: a meta-analysis.personality and social psychology review, 19(1), 3-29. kratochwill, t. (2015). classroom management: teachers module. http://www.apa.org/education/k12/classroommgmt.aspx moreno rubio, c. (2009). effective teachers–professional and personal skills. revista de la facultad de educación de albacete, 24, 35-46. parks-leduc, l., feldman, g., & bardi, a. (2015). personality traits and personal values: a meta-analysis; personality and social psychology review, 19(1), 3-29. https://journals.e-palli.com/home/index.php/ajet pa ge 1 pa ge 10 0 american journal of education and technology (ajet) the perceived permeability of the labor market among moroccan students ouazzani touhami zineb1, biyouda samir1* volume 4 issue 1, year 2025 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v4i1.4011 https://journals.e-palli.com/home/index.php/ajet article information abstract received: november 11, 2024 accepted: december 13, 2024 published: february 10, 2025 this research discusses the results of a questionnaire survey conducted with a sample of more than 1000 students belonging to the mohamed v university of rabat. the study examines how students perceive the permeability of the labor market borders according to certain individual characteristics. to achieve this objective, multi-factor analyzes of variance (anova) were conducted. findings support significant associations between perceived permeability, on the one hand, and the type of establishment (open or selective access), the follow-up or not of training in soft skills, and the realization or not of student jobs, on the other hand. on the contrary, the sex of the student, the university level, and the follow-up or not of training in job search techniques do not maintain a relationship with perceived permeability. keywords labor market, perceptions, permeability, student, university 1 research laboratory in management of organizations, business law and sustainable development, fsjes-souissi, mohammed v university in rabat, morocco * corresponding author’s e-mail: samir_biyouda@um5.ac.ma introduction although they have not yet experienced it, unemployment is a problem that increasingly preoccupies the cognitive and emotional experience of students in higher education institutions. concerns increase as the student progresses in his university course. indeed, according to the statistics department of the high commission for planning, in 2021, the unemployment rate was around 4.6% among the category of non-graduates and 15.9% among those of average level, while it rose to 25.9% in the category with higher-level diploma. thus, students advancing in their university course develop various representations and perceptions of the world of work, and therefore, they are led to position themselves in an anticipatory way to a specific social group. this study refers to the contributions of the theory of social identity developed by tajfel (1971). this theory stands out for its focus on intergroup relations rather than those between individuals. in the context of work, two major social groups can be distinguished: the group of the unemployed and the group of employees. in general, social identity refers to the emotional meaning resulting from the individual’s knowledge of his membership in a specific social group (tajfel, 1981; 1986). in the quest to identify with a socially valued group (deschamps & devos, 1998; herman, 1999) compared to other less socially recognized groups, individuals are thus obliged to develop (individual or collective) defense strategies in order to maintain a positive image of themselves (jourdan & herman, 2005). such strategies depend, among others, on the perceived permeability of the borders between groups. permeability in this context refers to the perceptions of disadvantaged group members regarding accessibility to a more advantaged group (herman & van ypersele, 1998). the more the student perceives that it is possible to leave a social group (for example, the group of the unemployed) to integrate with another (for example, the group of employees), the more the borders are considered permeable. otherwise, when the work world is seen as closed, the borders are said to be impermeable. the interest of these perceptions lies in the idea that depending on the permeability of the borders between the group of the unemployed and the employees, the degree of identification of individuals with such or such social group is determined, and consequently their perceptions about the importance given to work and their attitudes. thus, in the university context, various factors can intervene to determine the perceptions of the students. we could therefore ask to what extent the perceived permeability of the labor market could be influenced by some individual characteristics of students. thus, the aim of the present article is to study the interrelationships that may exist between permeability as perceived by university students and their socio-demographic characteristics. to identify this objective, a study was conducted among students at mohamed v university through a questionnaire. not having conclusive information particularly in the moroccan context, this question is treated on an exploratory basis. the reason why no hypothesis is put forward a priori. materials and methods participants and procedure data was collected towards the end of the 2022/2023 academic year from students from various institutions of mohamed v university. the students were asked to complete a questionnaire, which was sent together to all students at their institutional addresses. to guarantee completeness in sending, we have used the university’s it department. all levels of study and all establishments pa ge 10 1 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 100-102, 2025 of the university have been targeted. we have given ourselves three weeks to collect the responses. such a procedure made it easier for us to obtain many usable questionnaires. in the end, our sample consists of 1010 students, 646 of them are women and 364 are men. regarding their university levels, 631 of the participants are in bachelor’s degree, 342 in master’s degree and 37 are doctoral students. most mohamed v university establishments are represented in this sample: 882 of the students come from open access establishments, against 128 who come from selective access establishments. measures perceived permeability was measured using an index representing the average score obtained on two items adapted from bourguignon and herman (2005) i have the impression that i, personally, will be able to find work, and 2) for someone like me, finding a job will be very difficult. on a four-point likert scale, ranging from “totally disagree” to “totally agree”, these two items measure the students’ perception of the degree of permeability of the boundaries of the world of work. the internal consistency of this index, measured by a cronbach’s alpha, which is around 0, 71, is satisfactory (hair et al., 2010). the individual characteristics of each student were also questioned: sex (woman =1, man = 2), type of establishment (open access = 1, selective access = 2), having followed training in research techniques employment (yes = 1, no = 2), having followed a training course in soft skills (yes = 1, no = 2) and the fact or not of doing student jobs (yes = 1, no = 2). statistical analyses to examine the existence or not of significant differences in perceptions of permeability according to the above-mentioned individual characteristics, analyzes of variance were carried out. analyzes of homogeneity of variance (the equality of variances between groups) using levene’s statistic were also needed to identify the relevant index to examine these differences. results and discussion the following table presents the results of the above analyses. table 1: associations between permeability and the individual characteristics under study average average difference homogeneity index f* sig. levene statistic sig. sex women 2,72 -0,05 1,367 .243 1,129 .288 men 2,67 establishment open 2,67 0,28 7,161 .008 20,41 .,000 selective 2,95 job search techniques yes 2,79 -0,1 0,634 .426 2,245 .134 no 2,69 soft skills training yes 2,82 -0,19 0,824 .364 17,752 .000 no 2,63 academic level license 2,68 0,015 .98 1,236 .291 master 2,74 phd 2,79 the realization of student jobs yes 2,76 0,1 1,505 .220 4,932 .027 no 2,66 *in the case of the homogeneity of the variance, the values of this column designate the fisher index, whereas when the variance is heterogeneous this one designates the welch statistic the analyses of variance indicate that perceived permeability maintains significant associations with three individual characteristics, namely the type of establishment (f (1, 1008) = 20.41, p < 0.001), the fact of having followed training in soft skills or not (f (1, 1008) = 17.752, p < 0.001) and whether or not performing student jobs (f (1, 1008) = 4.932, p < 0.027). on the other hand, non-significant differences were found in the average scores of the permeability index between the groups formed according to sex (f (1.1008) = 1.129, p < 0.288), the university level (f (2, 1007) = 1.236, p < 0.291) and whether or not they had received training in job search techniques (f (1, 1008) = 2.245, p < 0.134). the type of establishment, the follow-up or not of a training in soft skills and the realization or not of student jobs seem to play a central role in understanding students’ perceptions of the permeability of labor market borders. the results appear to be in line with those from previous studies confirming the existence of different student profiles in terms of their perceptions of the world of work (bonnard, 2020; boudrenghien et al. 2009; tomlinson, 2007). indeed, students belonging to institutions with selective access seem more confident about their diplomas and perceive the labor market as more permeable compared to their peers who attend pen access institutions. possible differences due to the duality of the higher education system can be expected, particularly when it is accepted that selective pa ge 10 2 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 100-102, 2025 establishments receive students who have obtained the best marks in the baccalaureate. bonnard (2020) has shown that these differences in confidence linked to the nature of the diploma vary, moreover, according to the disciplines of the students. similarly, students who have already taken soft skills training perceive the labor market as more open than those who have never taken this type of training. soft skills, which are transferable skills, are now crucial resources for enhancing an individual’s employability. we highlight the importance of socio-emotional skills (emotional regulation, collaboration, open-mindedness, engagement with others and performance in the task) that education systems should take into account (abrahams et al., 2019; chernyshenko et al., 2018; kankaraš, 2017). finally, students who have never experienced student employment see the labor market as more closed than students who have already had this experience. these results agree with previous research in other contexts (boudrenghien et al., 2009) arguing that the latter identify more by anticipation with the group of employees. the differences relating to these last two characteristics can be explained by the fact that this student profile expects this type of training to constitute a comparative advantage insofar as it allows them to acquire the new skills required by the labor market. acknowledgements we would like to thank professor omar hniche for facilitating our access to the institutional email addresses of students at the mohamed v university of rabat. we also thank students ikram echchahidi and rim imane chaouki for their contribution to data collection. conclusion based on the premises of the social identity theory, developed by tajfel (1981; 1986), this research aimed to identify the individual characteristics likely to predict students’ perceptions of the permeability of the boundaries between the unemployed group and the employed group. the analyses show that certain characteristics are more linked to a positive perception of the possibility of integrating the labor market. these are the type of institution, the fact of having followed or not a soft skills training and the realization or not of student jobs. we wish through this study to better account for the issues relating to the employability of moroccan students. the concept of employability, although it emphasizes the active role of the student in the development of his skills, universities are expected to follow the demands of the labor market by integrating employability skills into their study programs. the results of this research open up promising perspectives. we recommend the integration of other individual characteristics, particularly those reflecting the socioeconomic environment of the student. interventions targeting the malleability of students’ perceptions of the labor market could also be useful. references abrahams, l., pancorbo, g., primi, r., santos, d., kyllonen, p., john, o. p., & de fruyt, f. (2019). socialemotional skill assessment in children and adolescents: advances and challenges in personality, clinical, and educational contexts. psychological assessment, 31(4), 460. https://doi.org/10.1037/pas0000591 bonnard, c. (2020). what employability for higher education students? journal of education and work, 33(5-6), 425-445. https://doi.org/10.1080/1363908 0.2020.1842866 boudrenghien, g., nils, f., jourdan, d., & bourguignon, d. (2009). perception de la perméabilité du marché du travail chez les jeunes en fin de secondaire. l’orientation scolaire et professionnelle, 38(1), 3-24. https://doi. org/10.4000/osp.1819 bourguignon, d., & herman, g. (2005). la stigmatisation des personnes sans emploi : conséquences psychologiques et stratégies de défense de soi. recherches sociologiques, 36(1), 53-78. chernyshenko, o., kankaraš, m., & drasgow, f. (2018). social and emotional skills for student success and well-being: conceptual framework for the oecd study on social and emotional skills (no. 173). oecd education working papers. https://doi.org/10.1787/db1d8e59-en deschamps, j. c., & devos, t. (1998). regarding the relationship between social identity and personal identity. in s. worchel, j. f. morales, d. paèz, & j. c. deschamps (eds.), social identity: international perspectives (pp. 1–12). sage publications ltd. hair, j. f., black, w. c., babin, b. j., & anderson, r. e. (2010). multivariate data analysis: a global perspective. pearson education. haut-commissariat au plan. (2021). activité, emploi et chômage. rabat. herman, g., & van ypersele, d. (1998). l’identité sociale des chômeurs. les cahiers du cerisis, 60(6), 895-910. jourdan, d., & herman, g. (2005). identifications groupales et estime de soi personnelle: le cas des jeunes chômeurs. recherches sociologiques, 1, 79-103. kankaraš, m. (2017). personality matters: relevance and assessment of personality characteristics. oecd education working papers, no. 157. oecd publishing. http://dx.doi.org/10.1787/8a294376-en tajfel, h. (1981). human groups and social categories: studies in social psychology. cambridge university press. tajfel, h., billig, m. g., bundy, r. p., & flament, c. (1971). social categorization and intergroup behaviour. european journal of social psychology, 1(2), 149–178. https://doi.org/10.1002/ejsp.2420010202 tajfel, h., & turner, j. c. (1986). the social identity theory of intergroup behavior. in s. worchel & w. g. austin (eds.), psychology of intergroup relations (pp. 7–24). nelson-hall. tomlinson, m. (2007). graduate employability and student attitudes and orientations to the labour market. journal of education and work, 20(4), 285–304. https://doi.org/10.1080/13639080701650164. pa ge 1 pa ge 45 american journal of education and technology (ajet) strategies for supporting teacher’s professional development and retention in parayao centro elementary school rovelyn r. galeng1* volume 3 issue 4, year 2024 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v3i4.3620 https://journals.e-palli.com/home/index.php/ajet article information abstract received: august 15, 2024 accepted: september 21, 2024 published: november 14, 2024 this study investigates effective strategies to support teachers’ professional development and retention in a mid-career teaching staff sample. it explores demographics, educational qualifications, and professional development preferences, highlighting teachers’ challenges. the sample consists of 60% aged 35-44, with 50% having 11-20 years of teaching experience, and is predominantly female (90%), with half holding a bachelor’s degree and 40% possessing a master’s degree. despite high engagement in professional development activities such as reskilling, cross-skilling, and upskilling, significant barriers remain, including time constraints and program costs. the findings reveal a preference for collaborative learning, mentoring, and in-person workshops, while independent study and online courses are less favored. these insights emphasize the need for practical, interactive professional growth opportunities that align with teachers’ learning styles. educational institutions and policymakers must address the time and cost barriers, offering flexible and accessible development programs that cater to teachers’ preferences. recommendations focus on fostering reskilling and cross-skilling through interactive, collaborative formats, minimizing common barriers to enhance the professional development experience. by accommodating teachers’ preferred learning styles and minimizing obstacles, educational institutions can contribute to improved teacher retention and overall effectiveness in the classroom. this study provides actionable insights for developing teacher-focused professional development strategies that align with their career stages and preferences, ultimately contributing to more effective retention efforts and fostering long-term success in educational settings. keywords collaborative learning, educational qualifications, mentoring programs, professional development barriers, teacher training preferences 1 college of education, central luzon state university & open and transnational university, science city of munoz, nueva ecija 3120, philippines * corresponding author’s e-mail: cpdirector@outlook.com introduction professional development (pd) is essential for continuous personal and professional growth across all professions, including education. earning a degree or professional license is just the beginning of one’s learning journey. pd provides ongoing learning opportunities such as coaching, training, seminars, workshops, and conferences to keep professionals updated on evolving skills and knowledge. for teachers, who play a critical role in shaping the future by educating the next generation, pd is vital as education constantly evolves with new teaching methods, technologies, and curriculum standards. engaging in pd allows teachers to stay current with educational innovations, improve pedagogical skills, and positively impact student outcomes. active participation in pd also enhances teachers’ morale, self-efficacy, and professional identity, promoting a culture of continuous improvement and innovation. furthermore, it prepares teachers for leadership roles by exposing them to experienced leaders, supports teacher retention by making them feel valued, and reduces turnover, contributing to the stability of schools. pd, therefore, plays a crucial role in teachers’ professional growth and the success of both students and schools. according to deryakulu (2021), pd is essential for improving student outcomes but remains a complex, multidimensional concept. effective pd focuses on areas such as assessment, research, duration, collaboration, and support. runhaar (2008) emphasized that teacher quality significantly influences student achievement, highlighting the importance of hrm in facilitating pd within schools. factors such as transformational leadership, self-efficacy, and team collaboration were identified as key drivers of teachers’ development. garet (2015) suggested five key features for effective pd: content focus, active learning, coherence, sustained duration, and collective participation. research in the u.s. has shown that pd linked to classroom practices, leadership support, and longer-term learning is more successful. finally, darling-hammond (2010) explained that pd improves teaching by refining pedagogical skills, enhancing classroom management, and introducing new instructional strategies. by staying updated on research, curriculum standards, and technology, pd ensures teachers remain effective and relevant, leading to more engaged students and improved academic performance. given the significance of pd in enhancing teacher effectiveness and supporting educational quality, the researcher aims to explore strategies to promote teachers’ professional growth. literature review related literature teacher professional learning is gaining increasing attention as an essential strategy for equipping students with the complex skills needed for future success, pa ge 46 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 45-50, 2024 including communication, collaboration, and selfdirection (gardner, 2017). effective professional development (pd) is crucial in helping teachers refine the pedagogies necessary to foster these skills. however, research suggests that many pd initiatives fail to impact teaching practices or student outcomes significantly. gardner (2017) reviewed 35 rigorous studies to identify the characteristics of successful pd programs, finding a positive link between teacher development, instructional practices, and student achievement. similarly, sailors and price (2010) demonstrated that teachers who engaged in pd focused on cognitive reading strategies showed improved instructional techniques, leading to better student reading comprehension outcomes. in a large-scale study, glassett and copas (2015) evaluated the impact of a pd program combining teacher observations with coordinated development efforts, noting significant improvements in student achievement. they argued that aligning pd with classroom practices and providing targeted, ongoing support helps teachers identify and address specific areas for growth. desimone (2002, 2009) and yoon (2001) further identified that pd programs are more effective when they emphasize structural features—such as duration, form, and collective participation—and core features, including content focus, active learning, and coherence with other educational activities. innovations in pd, like the intelligent training platforms highlighted by gao (2023), also demonstrate how new technologies can enhance professional development, offering teachers data-driven tools to improve teaching and research activities. in contrast, kesson and henderson (2017) critique the traditional standardized pd models driven by external mandates, advocating for more democratic approaches that consider the unique needs of teachers and promote social justice. professional learning communities (plcs) are emerging as a promising form of pd that supports teacher collaboration, reflection, and real-time implementation of new practices (darling-hammond, 2017; casale, 2017). these communities, supported by school leadership, create a culture of continuous professional growth, fostering both teacher and student development. garet et al. (2016) and wendell (2017) stress the importance of embedding pd within teachers’ work schedules, suggesting that pd integrated into daily practice is more sustainable and impactful. ultimately, the role of leadership is critical in ensuring the success of pd initiatives, as administrators are key in creating environments that support teacher collaboration and learning (darling-hammond, 2017; casale, 2017). related studies research studies have extensively explored the impact and characteristics of effective professional development (pd) for teachers. desimone (2017) emphasized that pd activities provide instructional methods through both formal (seminars, conferences) and informal (teacherto-teacher interactions) means. lom and sullenger (2018) argued that self-directed and informal pd is often misunderstood and less recognized, suggesting that such learning requires trust, reflection, and teacher participation. luke and mcardle (2017) pointed out that research and theory are essential in selecting and evaluating effective professional learning experiences, though not all studies agree on key characteristics. hill (2018) highlighted the challenge of scaling up effective pd programs, suggesting that pd should be tailored to individual teacher needs. hawley and valli (2016) identified eight principles for effective pd, emphasizing goals tied to student performance, job-embedded learning, collaboration, and continuous support. pritchard (2017) noted challenges in pd implementation, such as lack of follow-up and issues with scheduling that make it difficult for teachers to attend sessions. wilson and berne (2018) summarized effective pd as involving collaboration, inquiry, and active learning. large-scale studies have shown that pd impacts teacher knowledge, skills, and classroom practices through key features like content focus, active learning, and coherence. wayne et al. (2016) added that sustained, job-embedded, and content-focused pd improves teacher instruction and student achievement. kaplan and owings (2016) emphasized that teacher quality is one of the strongest predictors of student success, while schleicher (2016) argued that traditional pd approaches are ineffective and teachers need continuous training to address challenges throughout their careers. lyndon (2016) further noted that effective pd should include collective participation, research-based practices, and coaching for continuous development. darlinghammond and richardson (2017) echoed the importance of well-structured pd, focusing on aligning content with local curriculum and increasing teacher efficacy. stephenson, carter, and arthur-kelly (2017) identified six principles for sustaining new teaching practices: concrete practice, collaboration with researchers, and feedback. fishman, marx, best, and tal (2003) stressed the importance of linking pd to teacher and student learning to support systemic educational reforms. finally, kesson and henderson (2017) critiqued the standardized approach to pd, advocating for democratic and social justice-oriented professional learning that considers teachers’ contexts. materials and methods this study employed both descriptive qualitative and quantitative research methods. the quantitative aspect involved collecting numerical data such as test scores or frequency of multimedia usage, while the qualitative aspect focused on gathering and organizing descriptive data from events or categories, which was analyzed to reveal patterns. descriptive statistics were used to summarize the data, making it more manageable and understandable. the study also incorporated in-depth interviews, a common qualitative method, to collect detailed personal pa ge 47 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 45-50, 2024 insights from respondents. these interviews provided a conversational setting that allowed the researcher to gather precise data on beliefs and motivations, while followup questions were used to obtain further information as needed. the study was conducted at parayao centro elementary school, with ten teacher-respondents (nine females and one male). data were collected using a self-made questionnaire based on a 5-point likert scale to assess challenges and strategies related to teachers’ professional development and retention. the researcher obtained necessary permissions from local educational authorities, distributed the questionnaires, and conducted interviews and observations to validate and analyze the data. the quantitative data were analyzed using descriptive statistics, while qualitative data helped identify patterns and insights from the teachers’ experiences. the study aimed to understand the challenges teachers face in professional development and identify effective strategies for their growth. statistical tools like frequency counts, percentages, and weighted means were used to interpret the results. the percentage formula used was: p=(f/n)x 100 where: p = percentage f = frequency n = number of respondents 100 = constant the mean scores of the respondents in the different variables were obtained using the formula: wm=twf/n where: wm = weighted mean twf = total frequency results and discussion this section presents the study’s findings, which analyzed the demographics, professional development strategies, challenges, and preferences of the teaching staff. the data provides insight into the respondents’ characteristics and professional development needs, highlighting patterns in age, gender, educational attainment, and years of experience. the discussion explores how these factors influence the teachers’ engagement with professional development activities, their preferred methods of learning, and the obstacles they face. by examining these results, the study aims to provide a comprehensive understanding of the current state of professional development among the teaching staff and offer recommendations for enhancing these programs to meet their needs better. the results are analyzed both quantitatively and qualitatively, offering a well-rounded view of the data and its implications for future professional development initiatives. the data indicates that the majority of the respondents, 60% (n=6), fall within the 35-44 age range. this suggests that middle-aged teachers constitute the largest demographic within the sample. the next significant age group is the 45-54 category, representing 30% (n=3) of the respondents. only one respondent (10%) falls within the 25-34 age bracket, while there are no respondents under the age of 25 or above the age of 54. this distribution implies that the teaching staff is primarily composed of individuals in their mid-career stage, with a smaller representation of younger and older teachers. table 1: frequency and percentage rate distribution of the teacher-respondents in terms of age age frequency percentage rate under 25 0 0 25-34 1 10 35-44 6 60 45-54 3 30 55-64 0 0 65 or older 0 0 total 10 100 table 2: frequency and percentage rate distribution of the teacher-respondents in terms of gender gender frequency percentage rate male 1 10 female 9 90 prefer not to say 0 0 total 10 100 table 3: frequency and percentage rate distribution of the teacher-respondents in terms of teaching experience teaching experience frequency percentage rate less than 1 year 0 0 1-5 0 0 6-10 2 20 11-15 5 50 16-20 3 30 more than 20 years 0 0 total 10 100 the data reveals a significant gender disparity among the teacher-respondents. the majority, 90% (n=9), are female, while only 10% (n=1) are male. there are no respondents who chose the “prefer not to say” option, indicating that all participants were comfortable disclosing their gender. this distribution suggests that the teaching staff in the sample is predominantly female, with males being underrepresented. the lack of respondents in the “prefer not to say” category also implies that gender disclosure was not a sensitive issue for this group. the data shows that the majority of respondents, 50% (n=5), have between 11-15 years of teaching experience. this indicates that most teachers in the sample are relatively experienced, falling within the mid-career range. pa ge 48 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 45-50, 2024 following this group, 30% (n=3) of the respondents have 16-20 years of teaching experience, suggesting that a significant portion of the sample has advanced to a later stage in their teaching careers. interestingly, 20% (n=2) of the respondents have 6-10 years of experience, representing the less experienced but still seasoned teachers. there are no respondents with less than 6 years of teaching experience or more than 20 years, indicating a lack of both early-career and very senior teachers in the sample. this distribution suggests that the teaching staff is predominantly composed of individuals who are well into their teaching careers, with none being new to the profession or having extensive experience beyond 20 years. the data shows that the majority of the respondents, 50% (n=5), are teaching in grades 1-3. this suggests that a significant portion of the teaching staff is focused on the early elementary grades, where foundational skills in literacy and numeracy are typically developed. following this, 40% (n=4) of the respondents are assigned to grades 4-6, indicating that many teachers are responsible for upper elementary students, where more advanced subjects and concepts are introduced. only 10% (n=1) of the respondents are teaching kindergarten, showing a smaller representation of teachers at the early childhood education level within the sample. this distribution implies that the teaching staff is primarily concentrated in the elementary grades, with a fairly balanced split between lower and upper elementary levels, and a smaller proportion dedicated to early childhood education. this could reflect the staffing needs or the focus areas within the educational institution from which the sample was drawn. table 4: frequency and percentage rate distribution of the teacher-respondents in terms of highest educational attainment highest educational attainment frequency percentage rate bachelor’s degree 5 50 master’s degree 4 40 doctorate 1 10 other 0 0 total 10 100 the data reveals that half of the respondents, 50% (n=5), hold a bachelor’s degree as their highest educational qualification. this indicates that a significant portion of the teaching staff has completed undergraduate education. following closely, 40% (n=4) of the respondents have attained a master’s degree, demonstrating that a substantial number of teachers have pursued further education beyond the undergraduate level. a smaller proportion, 10% (n=1), has achieved a doctorate, highlighting the presence of advanced academic qualifications within the group, though at a much lower rate compared to bachelor’s and master’s degrees. there are no respondents who selected “other,” indicating that all participants’ highest educational attainments fall within the traditional academic pathways. this distribution suggests that while the majority of the teaching staff have a bachelor’s degree, a significant number have pursued higher education, with nearly half holding a master’s degree or higher. the presence of teachers with doctorate degrees, though limited, adds to the overall academic diversity and expertise within the sample. table 5: frequency and percentage rate distribution of the teacher-respondents in terms of grade level taught highest educational attainment frequency percentage rate kinder 1 10 grade 1-3 5 50 grade 4-6 4 40 total 10 100 table 6: summary of the weighted means of the strategies for promoting teachers’ professional development and retention strategies weighted mean verbal description upskilling 3.88 often reskilling 4.2 often cross-skilling 3.92 often legend: 4.21-5.00 always 3.41-4.20 often 2.61-3.40 sometimes 1.81-2.60 seldom 1.00-1.80 never the highest weighted mean of 4.2 was observed for reskilling, which corresponds to the verbal description “often.” this suggests that teachers frequently engage in reskilling activities, such as updating their existing skills and learning new teaching methods or technologies, to adapt to changes in education. the high emphasis on reskilling indicates a strong recognition among teachers of the importance of staying current with educational trends and innovations. cross-skilling received a weighted mean of 3.92, also falling under the “often” category. this indicates that teachers regularly integrate skills and knowledge from other disciplines into their teaching practice, collaborate with professionals from different fields, and explore new strategies from outside the traditional educational sphere. the engagement in cross-skilling reflects teachers’ commitment to broadening their perspectives and enhancing their ability to meet diverse learning needs. upskilling, with a weighted mean of 3.88, is also categorized as “often.” teachers often seek opportunities to acquire new skills or knowledge, participate in training programs, and pursue professional growth through further education. the focus on upskilling highlights the pa ge 49 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 45-50, 2024 importance teachers place on continuous learning and skill acquisition as essential elements of their professional development. overall, the findings suggest that all three strategies— upskilling, reskilling, and cross-skilling—are regularly employed by teachers to promote their professional growth and retention. among these, reskilling is the most frequently utilized strategy, followed by crossskilling and upskilling, indicating a balanced yet slightly varied approach to professional development within the teaching community. overall, the findings indicate that the most common challenges teachers face in engaging in professional development are related to time and cost. while issues like irrelevant content, limited local opportunities, and difficulty in applying new knowledge are less frequent, they still pose occasional barriers to effective professional growth. table 7: summary of the weighted mean of challenges faced in engaging in professional development challenges weighted mean verbal description lack of time 3.80 often cost of programs 3.80 often irrelevant content 3.20 sometimes limited availability of local opportunities 3.20 sometimes difficulty in applying what is learned in the classroom 2.80 sometimes legend: 4.21-5.00 always 3.41-4.20 often 2.61-3.40 sometimes 1.81-2.60 seldom 1.00-1.80 never the highest weighted means, both at 3.80, were observed for “lack of time” and “cost of programs,” with a verbal description of “often.” this indicates that these two factors are frequently perceived as significant barriers to teachers’ participation in professional development activities. the lack of time likely reflects the busy schedules and demands of teaching, while the cost of programs highlights financial constraints that can limit access to professional growth opportunities. “irrelevant content” and “limited availability of local opportunities” each received a weighted mean of 3.20, categorized as “sometimes.” these findings suggest that while these challenges are not as frequently encountered as time and cost issues, they still present occasional obstacles. irrelevant content points to the mismatch between the available professional development programs and the specific needs or interests of teachers, while limited local opportunities highlight geographical or institutional constraints that can restrict access to relevant training. the lowest weighted mean of 2.80 was observed for “difficulty in applying what is learned in the classroom,” which is verbally described as “sometimes.” this suggests that, although not as prominent as other challenges, some teachers occasionally struggle with translating the skills and knowledge gained from professional development into practical classroom applications. table 8: frequency and percentage rate distribution on the preferences on how to engage in professional development preferences frequency percentage rate in-person workshops or seminars 6 60 online courses or webinars 2 20 collaborative learning with colleagues 8 80 independent study or reading 6 60 coaching or mentoring 8 80 other 0 0 the data reveals that “collaborative learning with colleagues” and “coaching or mentoring” are the most preferred methods, each with 80% (n=8) of respondents indicating these as their top choices. this suggests that teachers highly value interactive and supportive environments for their professional development, where they can exchange ideas and receive guidance from peers or mentors. “in-person workshops or seminars” and “independent study or reading” are also popular, with each method being preferred by 60% (n=6) of respondents. the preference for in-person workshops underscores the importance of face-to-face interaction in learning, while independent study highlights the value teachers place on self-directed learning to enhance their skills and knowledge. “online courses or webinars” were preferred by 20% (n=2) of respondents, indicating that while some teachers appreciate the flexibility and accessibility of online learning, it is less favored compared to more collaborative or in-person methods. notably, no respondents selected “other,” suggesting that the listed methods adequately capture the range of preferred professional development activities among the teachers in this sample. overall, the findings indicate a strong preference for collaborative and interactive forms of professional development, with a balanced interest in both structured in-person learning and self-directed study. online learning, while appreciated by some, is less frequently chosen, possibly due to a preference for more direct, personal interactions in the learning process. conclusion the conclusions of the study highlight a predominantly mid-career teaching staff, with 60% of the respondents pa ge 50 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 45-50, 2024 aged 35-44 and many having 11-20 years of experience. the gender imbalance is evident, with 90% of the teachers being female. in terms of educational qualifications, half of the teachers hold a bachelor’s degree, while 40% have pursued a master’s, and a small portion hold a doctorate, demonstrating a commitment to higher education among the staff. professional development strategies used by the teachers primarily focus on reskilling, followed by cross-skilling and upskilling. these strategies reflect the teachers’ dedication to updating their skills and broadening their knowledge base. however, participation in professional development is often hindered by common challenges, particularly a lack of time and the high cost of programs. while issues like irrelevant content and limited local opportunities are less frequent, they still pose obstacles for some teachers. when it comes to preferences for professional development, teachers show a strong inclination toward collaborative learning and mentoring. there is also significant interest in in-person workshops and independent study. however, online courses are less favored, indicating a preference for more interactive and face-to-face learning methods. the study emphasizes the importance of developing professional development programs that address time and cost barriers while incorporating preferred learning methods. focusing on collaborative, interactive approaches, along with opportunities for reskilling and cross-skilling, will help enhance teacher development and retention. to support this, the study recommends offering incentives for ongoing education, ensuring flexible and affordable professional development options, and aligning programs with teachers’ preferred learning methods to maximize engagement and effectiveness. references casale, m. p. (2017). professional learning communities: an ongoing exploration. delta kappa gamma bulletin, 83(3), 7–10. darling-hammond, l., hyler, m. e., & gardner, m. (2017). effective teacher professional development. learning policy institute. dana, n. f. (2004). studying teacher learning in the context of professional development schools. in l. flake (ed.), embracing identities in early childhood education: diversity and possibilities (pp. 193-208). teachers college press. desimone, l. m. (2009). improving impact studies of teachers’ professional development: toward better conceptualizations and measures. educational researcher, 38(3), 181-199. https://doi. org/10.3102/0013189x08331140 edcom 2. (2024). research projects. https://edcom2. dlsu.edu.ph/research-projects/ fishman, b., marx, r., best, s., & tal, r. (2003). linking teacher and student learning to improve professional development in systemic reform. teaching and teacher education, 19(6), 643-658. https://doi.org/10.1016/ s0742-051x(03)00059-3 garet, m. s., porter, a. c., desimone, l., birman, b. f., & yoon, k. s. (2001). what makes professional development effective? results from a national sample of teachers. american educational research journal, 38(4), 915-945. https://doi. org/10.3102/00028312038004915 kesson, k. r., & henderson, j. g. (2017). understanding democratic curriculum leadership. teachers college press. pu, s., zhang, x., & gao, t. (2023). research on the strategies of promoting the development of teachers’ professional ability through intelligent training. advances in social development and education research. sailors, m., & price, l. r. (2010). professional development that supports the teaching of cognitive reading strategy instruction. the elementary school journal, 110(3), 301-322. https://doi.org/10.1086/648980 shaha, s. h., glassett, k. f., & copas, a. (2015). the impact of teacher observations with coordinated professional development on student performance: a 27-state program evaluation. journal of college teaching & learning (tlc), 12(1), 55–64. https://doi. org/10.19030/tlc.v12i1.9070 wendell, c. h. (2017). effective professional development in an era of high-stakes accountability. the journal of educational research, 101(6), 331-345. https://doi. org/10.3200/joer.101.6.331-340 wiliam, d. (2016). leadership for teacher learning: creating a culture where all teachers improve so that all students succeed. learning sciences international. yoon, k. s., duncan, t., lee, s. w.-y., scarloss, b., & shapley, k. (2007). reviewing the evidence on how teacher professional development affects student achievement (issues & answers report, rel 2007–no. 033). u.s. department of education, institute of education sciences, national center for education evaluation and regional assistance, regional educational laboratory southwest. https://ies.ed.gov/ncee/ edlabs/regions/southwest/pdf/rel_2007033.pdf pa ge 1 pa ge 78 american journal of education and technology (ajet) supervision of instruction: teachers and school heads’ perspective ma. chona s. rizada1* volume 3 issue 4, year 2024 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v3i4.3862 https://journals.e-palli.com/home/index.php/ajet article information abstract received: september 30, 2024 accepted: november 02, 2024 published: november 25, 2024 the research focused on discovering the tactics used by school heads and the challenges faced when overseeing teaching in selected public secondary schools in puerto princesa city division. the research utilized descriptive, correlation methods. the study included 139 participants, with 124 being teachers and 15 being school heads from the 15 public secondary schools in puerto princesa city division. the researcher collected data from a survey questionnaire they created, the school improvement plan (sip), the data was analyzed using frequency, percentage, mean, weighted mean, ranking, pearson-r correlation, and t-test methods. the results showed that the school heads’ supervisory strategies focused on enhancing instruction. they informed the teachers about the professional development opportunities that are available to them in certain areas. they frequently conducted their instructional supervision. the most popular functions were giving teachers feedback through performance assessment and evaluation that was constructive and accurate. the mentoring abilities of the school heads, along with the passive and uncooperative behavior of teachers, hindered their ability to supervise instruction effectively. the school heads’ instructional supervisory strategies were influenced by the frequency of instructional supervision provided to teachers, as they focused on developing, adopting, and implementing programs for instructional improvement, learning assessment, and teacher improvement. the research suggests that during mentorship sessions, school administrators should provide teachers with advice, specifically focusing on teaching techniques and the discovery and use of educational materials; within the school improvement initiative, it is critical for school heads to establish or modify a program based on research. school administrators need to collaborate with expert teachers to evaluate and improve the curriculum in order to address the unique requirements of the community. keywords constraints in the supervision of instruction, strategies 1 palawan state university, puerto princesa city, palawan, philippines * corresponding author’s e-mail: machonarizada@gmail.com introduction all institutions, such as schools, fundamentally exist to accomplish specific goals. in order to guarantee the successful realization of the stated goals, these organizations follow specific principles and mechanisms. one example of these mechanisms is monitoring. supervision of instruction is essential in our educational institution to ensure teaching and learning processes are monitored and reviewed, meeting expectations and achieving set objectives. supervision involves assisting, directing, recommending, and encouraging development in an employee to enhance the quality of their work. supervision refers to any program that assists teachers in achieving both qualitative and quantitative instructional delivery. it can be concluded from the above information that supervision is a crucial factor in the teaching and learning process, as well as in achieving school and educational goals. supervising includes overseeing the teacher’s teaching and classroom activities (kerry & burke, 2020). supervision of instruction is designed to meet this developmental need in order to maintain effective education and provide sufficient resources for teachers. it is important to state that supervision of instruction can only be said to be effective if it achieves its stated objectives, which is quality instructional delivery. anything to the contrary means the failure of the program of supervision. school heads are among those who have primary supervisory responsibilities. being the acknowledged head of a school, the school head holds numerous duties and is answerable for the organization. republic act no. 9155 states that school heads are responsible for establishing the school’s mission, vision, goals, and objectives, creating a conducive learning environment, implementing the curriculum, and ensuring high learning outcomes. they must also develop education programs, offer equitable opportunities for all learners, manage resources efficiently, recommend staffing, support staff development, build school-community networks, and promote active participation from various school stakeholders. school heads who effectively supervise instruction enforce and enhance teaching practices to improve student learning. it examines performance and relevant data effectively so that school heads can offer valuable feedback and guidance to students, influencing the learning in every classroom significantly (nwaogu, 2019). the foundation of successful supervision lies in teachers engaging in caring and increasingly collaborative teaching as they continue to grow as adults. the role is essential for the progress of the organization and educational advancement of the students as the school heads is typically the primary source and motivator that maintain the well-being of the institution. as the instructional leader, the school head is responsible for pa ge 79 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 78-85, 2024 implementing new teaching methods to actively engage students in learning. they must also create a positive learning environment, improve student performance, support and supervise teachers, ensure the curriculum is relevant, and provide effective staff development programs for teacher growth. being an instructional leader involves dealing with complexity and multiple dimensions. if school heads think that the main objective of education is to improve students’ learning, then it is a goal worth striving for. if a principal has the necessary knowledge and skills, they will probably be successful leaders who collaborate, assist, and lead decisions regarding instructional enhancement to benefit students’ education. the school heads in the division of puerto princesa city strive to create a conducive environment for education by supervising instruction effectively, aiming to improve teaching and learning results. training school leaders on evaluation, monitoring, and quality control is essential for improving curriculum and instruction, identifying priority needs and problems, and achieving school missions and visions, including targets to enhance student learning outcomes. the resources allocated by deped for education programs are insufficient and frequently inconsistent. this insufficiency is made worse by the inadequate budget allocations for education. these school heads have been facing challenges with insufficient resources as they work to provide students with a robust and meaningful educational experience while also showing ongoing progress. this research aimed to provide a foundation for a potential program for school heads to improve instructional supervision, ultimately helping achieve school goals and desired learning outcomes in the study area. materials and methods this study utilized the descriptive correlation approach. it also employed documentary research to identify the strategies and challenges faced by school heads when supervising the instruction in selected public secondary schools, and how these impact school outcomes. the research included 139 participants, consisting of 15 principals and 124 teachers from 15 secondary schools in the division of puerto princesa city. the main source of data were the documents and the survey questionnaire designed by the researcher. results tables with corresponding interpretations provide the answer to this question on school heads’ supervisory strategies for teacher improvement, program implementation for instructional enhancement, and learning assessment deswcriptions. table 1: school heads’ instructional supervisory strategies along teacher improvement indicators school heads teachers wx¯ d wx¯ d wx¯ d a. teacher improvement aspect the school head: 1. ensures that teachers perform their assigned function effectively; 5.00 vme 4.27 me 4.64 vme 2. ensures that teachers are capable of carrying out their teaching responsibilities; 4.80 vme 4.44 me 4.62 vme 3.ensures that new teachers receive training to enable them function effectively on the job; 5.00 vme 4.34 me 4.67 vme 4. ensures that teachers are given assistance whenever there is need; 5.00 vme 4.29 me 4.65 vme 5. provides professional information to the teachers; 4.93 vme 4.05 me 4.49 me 6. guides teachers to the sources of instructional materials; 4.67 vme 3.86 me 4.27 me 7. provides technical assistance to the teachers especially in the areas of teaching methods and the use of instructional materials; 4.93 vme 4.14 me 4.54 vme 8. ensures that discipline is maintained during classroom instruction; 5.00 vme 4.23 me 4.62 vme 9. helps or suggests how to improve on the performance of incompetent teachers. 5.00 vme 4.08 me 4.54 vme 10.provides an enabling environment to discover teachers with special abilities and qualities 4.73 vme 4.19 me 4.46 me 11. provide schoolbased inset 4.73 vme 4.37 me 4.55 vme 12. uses control to affect teachers’ instructional practices 5.00 vme 4.43 me 4.72 vme 13. inspects teachers’ instructional practices for errors 5.00 vme 4.14 me 4.57 vme 14. helps teachers to find solutions to problems they encounter in their instructional practices 5.00 vme 4.09 me 4.55 vme 15. readily avails himself for advice and instructional support 5.00 vme 4.31 me 4.66 vme pa ge 80 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 78-85, 2024 the participants clearly observe the instructional supervisory strategies implemented by school leaders. this is confirmed by (4.54). these clearly visible teaching approaches are effective in how school leaders exert influence over teachers’ teaching methods (4.72), provide helpful recommendations for enhancing teaching methods (4.70), conduct casual classroom inspections (4.70), guarantee that new teachers receive necessary training for successful job performance (4.67), and make themselves easily accessible for guidance and teaching assistance (4.65).the instructional supervisory strategies used by school heads that showed the least rank include praising teachers for specific teaching behavior, evaluating teachers’ content knowledge, directing teachers to instructional materials, observing teaching and learning formally, and sharing research findings about instruction with teachers. based on the results, it is clear that the school administrators in the study area offer support to teachers in improving their teaching methods by giving technical guidance, conducting casual classroom observations, and being easily accessible for advice and instructional assistance, thereby impacting the teachers’ instructional techniques. swearinger and denbo confirm that strong supervision of instruction enables school leaders to strengthen and improve teaching methods, ultimately leading to better student learning outcomes. school administrators have a strong impact on teachers and students by closely watching teaching methods, creating a continuous supervision system, being present in classrooms, open to discussing different teaching approaches, and offering feedback for improvement. they also recognize exceptional teachers and strategies, adjust ineffective methods, and update teacher training programs based on teachers’ requirements. table 2. school heads’ instructional supervisory strategies along developing, adopting existing programs, implementation of programs for instructional improvement and learning assessment 16. provides helpful recommendations for enhancing teaching methods 5.00 vme 4.39 me 4.70 vme 17. ensures that teachers have adequate teaching materials to teach 5.00 vme 4.30 me 4.65 vme 18. provides teachers with research findings about instruction 4.33 me 3.51 me 3.92 me evaluates teachers’ classroom instructional practices: 5.00 vme 4.10 me 4.55 vme assesses teachers’ content knowledge: 4.33 me 4.40 me 4.37 me ensures that teacher make good use of instructional time 5.00 vme 4.30 me 4.65 vme makes informal visits to classrooms 5.00 vme 4.40 me 4.70 vme formally observes teaching and learning 4.33 me 4.41 me 4.24 me praises teachers for specific teaching behavior 4.33 me 4.49 me 4.41 me fosters professional learning community among teachers 4.80 vme 4.39 me 4.60 vme total 4.85 vme 4.23 me 4.54 vme table 2: school heads’ instructional supervisory strategies along developing, adopting existing programs, implementation of programs for instructional improvement and learning assessment indicators school heads teachers wx̄ d wx̄ d wx̄ d b. implementation of programs for instructional improvement and learning assessment the school head: 1. ensures proper supply of teaching materials to the schools; 5.00 vme 4.12 me 4.56 vme 2. ensures that quality of instruction is maintained; 5.00 vme 4.12 me 4.56 vme 3. provides the opportunity to assess the moral tone of the school; 5.00 vme 3.98 me 4.49 me 4. provides feedback to educational planners on the need for curriculum improvement or changes. 4.66 vme 4.16 me 4.41 me 5. develops a culture of functional literacy. 4.06 me 4.27 me 4.17 me 6. addresses deficiencies and sustains successes of current programs in collaboration with teachers, and learners 5.00 vme 3.78 me 4.39 me 7. assists in implementing an existing, coherent and responsive school-wide curriculum. 4.66 vme 3.46 ece 4.06 me 8. develops/adapts a research based school program. 4.06 me 2.90 ece 3.48 ece 9. organizes teams to champion instructional innovation programs toward curricular responsiveness. 5.00 vme 2.86 ece 3.93 me 10. manages curriculum innovation and enrichment with the use of technology. 5.00 vme 3.12 ece 4.06 me pa ge 81 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 78-85, 2024 while developing and adopting existing programs, implementing programs for instructional improvement and learning assessment, the instructional supervisory strategies of school heads are clearly visible. this is backed up by (4.10). while this shows the general opinions of the participants, there are signs that clearly demonstrate the instructional supervisory tactics of the school principals. this is especially evident when school administrators ensure the schools receive adequate teaching materials (4.56) and maintain the quality of instruction (4.56). the instructional supervisory techniques employed by school leaders include creating and managing processes for student progress communication, assessing the school’s moral tone, using various assessment methods, giving feedback for curriculum enhancements, addressing program deficiencies, working with educators and learners, and evaluating teachers’ plans and progress themselves. ranked the lowest among the indicators of school heads’ instructional supervisory strategies listed, developing/adapting a research based school program is considered to be evident to some extent (3.48). this implies that school administrators ensure there are enough instructional materials to maintain the quality of teaching and promote student advancement. similarly, school administrators prioritize the results of teaching and ensure that instruction is effectively improved. glickman’s statement reinforces the research, indicating that successful monitoring of instruction reflects the teachers’ performance and student outcomes. this is achieved by offering support to teachers when necessary, directing them to educational resources, and offering technical guidance on teaching methodologies. they supply educational materials, data, and tools to promote effective learning and teaching. enriches curricular offerings based on local needs. 4.66 vme 2.86 ece 3.76 me utilizes assessment results to improve learning. 4.66 vme 3.48 ece 4.07 me works with teachers in curriculum review. 4.66 vme 3.06 ece 3.86 me manages the processes and procedures in monitoring student achievement 5.00 vme 3.42 ece 4.21 me assesses the effectiveness of curricular/co-curricular programs and / or instructional strategies. 5.00 vme 3.59 me 4.30 me ensures utilization of a range of assessment processes to assess student performance . 5.00 vme 3.82 me 4.41 me manages the introduction of curriculum initiatives in line with deped. 4.66 vme 3.97 me 4.32 me develops and oversees a school system to regularly communicate student progress to students and parents/guardians . 5.00 vme 4.02 me 4.51 vme conducts self-evaluation of teachers’ plan, work and progress; 5.00 vme 3.77 me 4.39 me evaluates and coordinates the process of improving teaching and learning in schools. 4.66 vme 4.21 me 4.44 me total 4.54 vme 3.65 me 4.10 me table 3: summary of school heads’ instructional supervisory strategies indicators school heads teachers wx̄ d wx̄ d wx̄ d a. teacher improvement aspect 4.85 vme 4.23 me 4.54 vme b. implementation of programs for instructional improvement and learning assessment 4.54 vme 3.65 me 4.10 me total 4.52 vme 3.94 me 4.32 me the instructional supervisory strategies of the school administrators are highly visible (4.32). the leading supervisory strategies are highly noticeable in terms of enhancing teachers’ performance (4.54) according to the teacher improvement aspect. this indicates that the school heads’ instructional supervisory strategies are focused on enhancing instruction. they inform teachers about the professional development opportunities available in certain areas. brookover and lezotte’s research backs the idea that effective instructional supervisory techniques can positively influence teaching and learning environments, ultimately resulting in better student performance and academic successes. on the question relative to the teachers’ and school heads’ assessments on the frequency of instructional supervision, table 4 is presented. pa ge 82 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 78-85, 2024 table 4: frequency of instructional supervision of the school heads to the teachers indicators school heads teachers wx̄ d wx̄ d wx̄ d 1. regularly checks and evaluate teachers’ lesson plans. 4.13 vo 3.73 vo 3.93 vo 2. religious and consistent implementation of the instructional plan 4.33 vo 3.98 vo 4.16 vo 3. regularly conduct class observations. 4.33 vo 4.35 vo 4.34 vo 4. check teachers’ classroom practices 5.00 a 3.72 vo 4.36 vo provide technical assistance to teachers 5.00 a 4.10 vo 4.55 a 5. hold post conference with teachers to feedback results of class observations. 5.00 a 3.98 vo 4.49 vo 6. regularly conduct meetings with teachers. 5.00 a 4.17 vo 4.59 a 7. regularly follow up the agenda discussed during meetings. 5.00 a 4.13 vo 4.57 a 8. mentor teachers about teaching methods. 4.80 a 3.97 vo 4.39 vo 9. mentor teachers on assessing pupils’ learning. 5.00 a 3.92 vo 4.46 vo 10. analyze classroom practices. 4.93 a 3.82 vo 4.38 vo 11. conduct teachers’ performance assessment and evaluation. 4.80 a 4.38 vo 4.59 a 12. provide teachers with objective, constructive and accurate feedback on teaching performance. 5.00 a 4.31 vo 4.66 a 13. mentor teachers to use learning aids. 4.87 a 4.25 vo 4.56 a 14. mentor teachers to effectively use instructional time. 5.00 a 4.14 vo 4.57 a 15. offer assistance to educators with instruction 5.00 a 4.40 vo 4.70 a 16. mentor teachers to address their professional development needs. 5.00 a 4.07 vo 4.54 a 17. provide teachers opportunity to learn about teaching strategies for active learning. 5.00 a 3.95 vo 4.48 vo 18. provide teachers with opportunity to learn classroom management strategies 5.00 a 4.15 vo 4.58 a 19. mentor teachers in making decisions about the best teaching method 5.00 a 3.92 vo 4.46 vo 20. mentor teachers to use learning aids to enhance student learning 4.80 a 4.21 vo 4.51 a 21. engage teachers in curriculum development 4.93 a 3.99 vo 4.46 vo foster professional learning community among teachers 5.00 a 4.15 vo 4.58 vo total 4.86 a 4.07 vo 4.47 vo the school heads frequently provide instructional supervision to teachers in the research area. this is backed up by (4.47). despite the common belief, there are specific signs of instructional supervision that are consistently carried out by the school administrators. school leaders play a crucial role in supporting teachers, giving them feedback, holding meetings, evaluating performance, promoting classroom management skills, and encouraging a community of professional learning among teachers. among the indicators of instructional supervision that school heads often carry out with teachers, the least ranking include: conducting class observations regularly (4.34), consistently implementing the instructional plan (4.16), and regularly evaluating teachers’ lesson plans (3.93). based on the results, it can be concluded that the school administrators in the study area frequently engage in instructional supervision. conducting performance assessment and evaluation is the primary way to give helpful and precise feedback to teachers. they help teachers with their professional growth and offer instructional support as part of their mentoring role.obi emphasizes that school leaders should prioritize their responsibilities as instructional leaders, such as visiting classrooms, observing, hosting conferences, seminars, workshops, and engaging in professional development activities, as these efforts positively influence teaching, learning environments, and ultimately student performance and academic success. table 5 displays the responses regarding how much the perceived constraints impact the instructional supervisory tasks of school heads. pa ge 83 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 78-85, 2024 the limitations are seen to greatly impact the school principals’ oversight of instruction. this is corroborated by (3.71). the lack of skills and knowledge among school heads in student assessment principles, alternative assessment table 5: perceived constraints affecting the school heads’instructional supervisory activities perceived constraints affecting instructional supervision school heads teachers wx̄ d rank wx̄ d wx̄ d 1. poor principal-teacher interaction about instruction processes 2.27 le 3.97 me 3.12 ce 2. less trustful in delegating some work to teachers 2.06 le 3.86 me 2.96 ce 3. irregularity of class observation schedules 2.73 ce 3.91 me 3.32 ce 4. school heads’ inability to developing coaching relationships among educators 3.73 me 4.40 me 4.07 me 5. school heads’ inability to encourage teachers to visit other teachers, even in other schools, to observe teachers’ strategies. 2.73 ce 4.38 me 3.56 me 6. lack of pre and post conferences to improve teaching performance 3.60 me 4.15 me 3.88 me 7. school heads’ inability to develop cooperative, nonthreatening partnerships with teachers that are characterized by trust, openness, and freedom to make mistakes. 3.40 ce 4.48 me 3.94 me 8. teachers’ passive attitude toward classroom observation 4.47 me 4.30 me 4.39 me 9. school heads’ inability to teach/coach teachers in planning for effective instruction 4.33 me 4.19 me 4.26 me 10. school heads’ inability in providing teachers with feedback on the latter’s classroom practices. 4.00 me 4.44 me 4.22 me 11. school heads’ lack of competence to mentor teachers on assessing pupils’ learning. 3.06 ce 4.49 me 3.78 me 12. school heads’ inability to maintain trust, spur motivation, give empowerment and enhance collegiality with teachers 4.00 me 4.26 me 4.13 me 13. school heads’ inability to provide teachers with opportunity to learn active strategies for active learning 3.73 me 4.56 vme 4.15 me 14. school heads’ lack of skills to know the theories underlying the technology-based learning environment. 2.93 ce 4.49 me 3.71 me 15. school heads’ lack of skills and knowledge about the principles of student assessment, assessment procedures with emphasis on alternative assessment methods and assessment 4.40 me 4.56 vme 4.48 me 16. inadequate facilities for supervision 2.93 ce 2.43 le 2.68 ce 23 17. lack of incentives and motivation 1.53 le 3.85 me 2.69 ce 22 18. lack of training and experience in educational supervision; 2.87 ce 4.33 me 3.60 me 17 19. lack of in-service opportunity for training and retraining of school heads 3.00 ce 4.38 me 3.69 me 15 20. lack of time for inspection due to non supervisory administrative burden; 3.33 ce 4.25 me 3.79 me 12 21. lack of executive power to ensure implementation of recommendations; 1.46 naa 3.61 me 2.54 ce 24 22. lack of commitment by school heads; 3.93 me 4.44 me 4.19 me 6 23. uncooperative attitude of teachers; 4.44 me 4.04 me 4.24 me 4 24. school head’s autocratic supervisory style; 3.00 ce 4.34 me 3.67 me 16 awx¯ 3.25 ce 4.17 me 3.71 me pa ge 84 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 78-85, 2024 there is a strong correlation between the frequency of instructional supervision given to teachers and the supervisory strategies used in developing, adopting, and implementing programs for instructional improvement and assessment (r=0.710). additionally, there is a significant correlation between instructional supervision frequency and strategies related to teacher improvement (r=0.634). the significant correlations between variables include frequency of instructional supervision given to teachers and development, adoption, and implementation of instructional improvement programs and learning assessment (t=6.534 > 2.021, df=42), as well as frequency of instructional supervision given to teachers and teacher improvement (t=5.621 > 2.010, df=47), leading to rejection of the null hypothesis at the 0.05 significance level due to higher computed t-values compared to critical t-values.this implies that the frequency of instructional supervision provided to teachers influences the instructional supervisory strategies of school administrators in the development, adoption, and implementation of programs for instructional improvement, as well as in assessing learning and improving teacher performance. table 8: correlation between school heads’ instructional supervisory strategies and perceived impediments/ constraints affecting supervision of instruction instructional supervisory strategies perceived impediments/constraints affecting supervision of instruction r-value computed t-value df critical t-value (0.05) decision teacher improvement aspect 0.811 9.504 47 2.010 ho: reject along developing, adopting existing programs, implementation of programs for instructional improvement and learning assessment 0.412 2.930 42 2.021 ho: reject the amount of instructional supervision provided to teachers is closely related to the supervisory methods used in creating, accepting, and executing programs for instructional enhancement and evaluation (r=0.710). furthermore, a strong relationship exists between how often instructional supervision is conducted and the approaches employed for enhancing teacher skills (r=0.634). the strong connections between variables are the frequency of instructional supervision provided to teachers and the growth, adoption, and execution of instructional enhancement programs and learning evaluation (t=6.534 > 2.021, df=42), as well as the frequency of instructional supervision provided to teachers and teacher enhancement (t=5.621 > 2.010, df=47), resulting in the null hypothesis being turned down at the significance level of 0.05 because of greater calculated t-values in comparison to critical t-values. this means that how often teachers receive instructional supervision affects the supervisory techniques used by school administrators in creating, adopting, and carrying out programs to improve instruction, as well as in evaluating learning and enhancing teacher performance. conclusions based on the findings of the study, the following conclusions were drawn: • the school heads supervisory strategies focus on enhancing instruction. they inform teachers about the professional development opportunities that are available to them in certain areas. • the school heads frequently carry out instructional supervision. one of the main functions is to give helpful and precise feedback to teachers through performance assessment and evaluation. • school heads support teachers in their professional growth and offer instructional assistance as part of their mentoring responsibilities. • their mentoring abilities, along with teachers’ lack of engagement and uncooperative behavior, impact their oversight of instruction. • the frequency of supervising teachers in instruction impacts school principals’ supervisory strategies in developing, adopting, and implementing programs for instructional improvement, as well as assessing learning and teacher development. • perceived obstacles or limitations on supervising table 7: instructional supervisory strategies frequency of instructional supervision extended to teachers r-value computed t-value df critical t-value (0.05) decision teacher improvement aspect 0.634 5.621 47 2.010 ho: reject along developing, adopting existing programs, implementation of programs for instructional improvement and learning assessment 0.710 6.534 42 2.021 ho: reject pa ge 85 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 78-85, 2024 instruction impact school administrators’ strategies for instructional supervision, which includes teacher development, program adoption, program implementation for instructional improvement, and learning assessment recommendations to the school heads • in mentoring sessions, school heads should offer guidance to teachers, particularly on teaching methods and how to find and utilize instructional materials. • in the school development program, it is essential for school heads to create or adjust a school program that is based on research. • school heads should work with expert teachers to review and enhance the curriculum to meet the specific needs of the community. • school heads need to give teachers impartial, helpful, and precise feedback about their teaching. • it is important for school heads to consistently review and assess teachers’ lesson plans and classroom methods. • school heads should provide guidance to teachers in deciding on the most effective teaching approach and support them in utilizing educational tools to improve student learning. • regular pre and post conferences should be held consistently to enhance teaching performance. • school heads should strive to improve their instructional supervision by constantly training and upgrading themselves, in order to support the use of effective, research-based instructional methods, decisions, and programs for a more effective teaching and learning experience. • they need to be devout and dependable in executing the instructional plan. • school heads build strong relationships with teachers through forming a professional learning community and fostering a community of learners among teachers. they should evaluate teachers’ needs and interests, acknowledge their potential, and offer opportunities for professional growth. • school heads need to create a clear plan for observing classes throughout the year, as well as holding pre and post conferences to provide feedback on teacher performance. • school heads need to improve their understanding of student assessment principles and procedures, and focus on alternative assessment methods, as well as attend professional training sessions to enhance their skills. • survey and compare the enrollment, retention, and graduation rate strategies of other schools to identify best practices and adopt them to enhance their own schools’ low performance indicators. to the teachers • in order to enhance skill, educators need to be open and welcoming to new teaching methods, tactics, and instructional advancements to reduce, if not eliminate, their concerns. • teachers need to have a positive outlook towards curriculum changes and view them as chances for growth and skills development in their teaching practice. • in order to improve student achievement, teachers must strive to be more original and inventive in their teaching methods. references brookover, m., & lezotte, r. (2019). exploring the transformational nature of instructional leadership. the alberta journal of educational research, 42(4), 1-12. hallinger, p. (2019). developing instructional leadership terms in secondary schools: a framework. nassp bulletin, 73(517), 35-47. harris, m. (2019). principals as agents? investigating accountability in the compensation and performance of school principals. industrial & labor relations review, 61(3), 45-62. heck, a. (2019). reassessing the principal’s role in school effectiveness: a review of empirical research. educational administration quarterly, 32(1), 12-29. lashway, j. (2019). empowering principal behavior. american educational research journal, 31(2), 123-145. leithwood, s. (2019, november 2). learning communities for administrators. educational leadership. http:// www.ascd.org/publications/educational-leadership/ learning-communities-for-administrators sergiovanni, t. j. (2019). rethinking leadership: a collection of articles. corwin press. sergiovanni, t. j. (2019). school leadership that works: from research to results. sage publications. stronge, j. m. (2018). theory and practice of supervision. dodd, mead and co. swearinger, m. e. (2019). supervision of instruction: foundations and dimensions. allyn & bacon. pa ge 1 pa ge 46 american journal of education and technology (ajet) product colour variation management with artificial intelligence sasibhushan rao chanthati1* volume 3 issue 3, year 2024 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v3i3.3213 https://journals.e-palli.com/home/index.php/ajet article information abstract received: july 02, 2024 accepted: august 04, 2024 published: august 07, 2024 this research focuses on the topic of using ai in color variant management in products to enhance the appeal and performance of the products in the marketplace by incorporating artificial intelligence, deep learning, and neural network systems. real-time consumer and product information, preferences, buying history, and sales history; i created an ai model to predict and change product colors in real-time. the complete workflow used comprises data gathering, processing, and feature extraction, model training, integration of the color adjustment software tools, and finally, testing and validation. the efficiency of such aidriven interventions was analyzed through the consumer satisfaction indices, the sales results, and the engagement data based on the consumption of digital platforms. this study demonstrates valuable potential of ai to improve product design application and development while providing valuable suggestions for businesses adapting and improving market outcomes according to the changing consumer trends. such an application of ai implements a new best practice in ways of enhancing futuristic consumer-oriented marketing approaches. the paper was first completed in 2021 and later i have modified the paper with latest updates till date 2024. keywords artificial intelligence, color variation management, consumer satisfaction, deep learning, neural networks, product design, market analysis, digital marketing 1 9202 appleford cir, 248, owings mills, md, 21117, united states * corresponding author’s e-mail: sasichanthati@gmail.com introduction in this age of ai and machine learning, it has become much easier to interact with any problem. the use of ai has expanded in various fields over the last decade (fuentes et al., 2020). as a result of a lot of research and development, ai is now intimately involved with our lives. large businesses such as trading, finance, healthcare, marketing, manufacturing is mainly dependent on ai (wan et al., 2020). according to a survey, by 2020, ai will be able to do 80% of any intellectual work. ai-related investments have been growing rapidly over the last few years (walk et al., 2023). according to a report prepared by money-tree in 2020, about $16.5 billion has been raised for 695 ai-related projects in 2019. many smaller companies also now use paid ai services for fraud detection and process optimization. now fortunately machines can learn a lot quicker than a normal human being (yan et al., 2023). with the help of artificial intelligence and machine learning, the machine can easily identify all the things that people cannot do in a smart way (kumar et al., 2023). the use of ai in digital marketing has made marketing much more affordable than ever before (mariani et al., 2023). figure 1: use of ai pa ge 47 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 46-52, 2024 literature review ai has brought unprecedented changes in product design and product development (kumar et al., 2023). in the traditional way, before manufacturing the product, one had to rely entirely on humans for design and development (mercan et al., 2023). so, they had to go through a lot of trials and errors. it was difficult to succeed in the initial stage, even with a lot of investment. the main problem was to have no idea in advance what the demand for a new product might be and to analyses why a product fails if it fails (omari et al., 2018). it has been observed that all the start-ups have taken the help of ai in the field of product design and marketing at a very early stage, and they have got more success than others (wang et al., 2023). use of ai to detect customer interest whether we like a product depends a lot on our emotions, the environment, our social status, and economic status. the effects of all these factors vary from person to person. so, it is not possible to accurately analyze all these factors with humans. ai can easily analyze all these factors (sun et al., 2019). considering all these factors, ai tells us what kind of product should be promoted to whom. as a result, the rejection rate of a product decreases a lot, and the acceptance rate goes out. similarly, if the rejection rate of a product increases, ai gives us an idea of where to change those products (tobar et al., 2024). color detection with ai compare it with its preloaded data. after comparing it figure 2: color detection with ai can decide the color of the product. if it detects some unknown color, then generally it tries to decide it by accessing data from other sources (mahmood et al., 2012). methodology this study aimed at exploring how ai is utilized in dealing with product color differences with this objective in mind, this study incorporated several approaches that included machine learning, and neural networks. the main aim was to determine the best approach to choosing colors that are appropriate in product design and development with the intention of increasing consumers’ satisfaction and therefore improving the market position. it includes consumer data that were preferences and previous purchase behavior acquired through questionnaires and web analytics, and product data that provide information on previous color fluctuations and sales history (alexopoulos et al., 2020). the process contained in the analysis phase included data cleaning and preparation where color data was normalized, and categorical variables encoded. variable selection defined attributes that may affect color choices, including age, previous purchases and changing seasons. for the color analysis we trained machine learning models to learn the relationship between product colors and customer preferences to employ the appropriate algorithm for predictive analysis and image recognition (ashta et al., 2021). another significant step in our approach was integrating ai and applying it in tools such as color prediction, which allowed us to predict the most popular color variation for new products based on analyzed indicators. moreover, real-time color alteration mechanisms were included in e-commerce sites to execute dynamic changes based on the immediate customer feedback. findings the product color is one of the most important things in product design and product development. but most product managers do not give importance to this matter. many products are not acceptable to many customers because they do not like the color of the product. it has been seen that just by changing the color of the product, it is possible to increase the sales rate of the product a lot. so, like other things, we must focus on product color (niazi et al., 2019). we need to do a lot more research on how the color of the product affects the human mind. ai will help us in this subject. pa ge 48 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 46-52, 2024 figure 3: product color variation augmented reality in shopping processes augmented reality can totally change our conventional shopping processes. recently, some e-commerce companies have started using it experimentally. changing the color product considering the environment which color’s product to use in which environment can be easily determined using augmented reality. like you have a garden. you can easily determine if you want to place a bench in that garden using augmented reality. you can visualize which color will be best for you with augmented reality (xu et al., 2024). house furniture planning augmented reality is highly effective for house furniture planning. using augmented reality, you can clearly visualize what color furniture you like in which room. this reduces the chances of ordering the wrong furniture by 60% (kasyap & tiwari ). beauty products shopping with ar ai has also revolutionized the field of cosmetic shopping. in a joint venture with l’oréal, amazon has come up with the idea of bringing augmented reality for buyers. it is believed that this will add a new dimension to the purchase of beauty products (wang et al., 2023). for example, if you want to buy lipstick online but do not understand what color lipstick to buy. in this case, ar will suggest the best color depending on your skin color and lip shape (holzinger et al., 2019). personalized experience & possibility to conduct themed parties: imagination and creativity are the two main issues in theme party arrangement. and augmented reality is especially effective in both cases. you can visualize a party before it happens. helping manufacturers with ar ar technology is a very necessary technology for any product design and development. ar helps to understand what the product will look like before manufacturing any product (chairat et al., 2023). which is very necessary. figure 4: helping manufacturers with ar however, to use this type of technology, manufacturers need to be given the right guides and tools so that they can make more advanced products (pathan et al. 2020). pa ge 49 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 46-52, 2024 product color variation management with ai benefits of product color variation management with ai in physical products the color we like usually has a huge impact on all the physical products we use. assume you go to a store to get some items. the store has 3 different color water bottles of a brand. now if you like the color blue, there is a 90% guarantee that you will buy a blue water bottle. in this way, color variation affects the selling rate of the product. now if a brand makes a product of similar color, its sales rate may decrease. ai helps us in this field. suppose you own a t-shirt store. now if you take the help of ai in selling the product, how will it help you? ai will first identify the person who comes to your store through face recognition and then save the information of the color of the t-shirt that the person has taken during the product scan. then when that person enters your store for the second time, the ai will suggest the name and the color of some t-shirts to your employees according to the information obtained from the previous one. thus, ai will give more perfect advice to you. remember that data is the nutrition of ai. if you put more information to ai, it will work more precisely and can predict more accurately. application of product color variation with ai in the field of e-commerce ai is particularly important for e-commerce sites. in the case of online selling, it is easier to track customers. for example, a customer has ordered different things from your e-commerce site at different times. ai has saved all the information from those orders such as the color and size of the product, etc. now, whenever that person comes to your site, the ai-based application system will show him different products according to the previous choice. also, many customers come with product reviews and feedback. the ai-based application system will use that data to give you information on what needs to be changed in the product. for example, if most of the customers have bought a product in red color, now they are looking for the same product in pink color, then ai will give you a notification to bring variation in the product color. information about which product and what color product is being used the most is available from the order details. ai gives us various information using all that data. by targeting those locations, you can run the right product campaign at an extremely low cost. changes can be seen in the utilization of various items relying upon the season. again, during special festivals, the demand for products of any color increases. at the point when a mainstream film or tv series is released, the interest in certain colors and products also increases. currently, if you bring variation in product color, the sales rate increases a lot. at this time ai suggests to us according to the information received from different sources what kind of color variation should be brought in the product. benefits of product color variation management with ai in digital products ai has made a huge contribution to the revolution of digital products. ai has made it much easier to use digital products these days. day by day the use of digital products is becoming so much more enjoyable for the sake of ai. color variation is particularly important for digital products (cooper, 2023). it is particularly important to bring color variation in digital products depending on different needs at different times. suppose you have a website, and you use a theme of your choice on that web site. that website also has particularly good content. but visitors to the website are not coming or spending little time (cooper, 2024). one explanation behind this might be that the tones you use on the site are not utilized appropriately. now you can change the color of the header or the color of the footer and see a lot more views coming to your website. and this often happens. in fact, the color we use in the header and footer of the website, or the theme color we use has a huge impact on the viewers. ai will advise you which color you should use, or the ai will change the color of the website according to the color that the viewer wants to see. in this case, the ai system will ask for the user’s opinion using the pop-up. almost every popular app we use collects all the information about our likes and dislikes using ai. for example, if you use a food delivery app, it will notify you when it is raining that “it is raining today so order some snacks”. if we see the same design and color for a long time, usually our vision becomes saturated, that is, the design or color does not arouse any feeling in us after a long time (singler, 2020). for this, we get bored if we use some app for a long time. so, some big companies using ai can understand if their app has reached the vision saturation zone. and accordingly, they can change their product design and color so that we can get rid of our monotony (hermann, 2023). in this way, color variation with the help of ai helps to increase the number of users of digital products. popular messaging and chatting apps try to entertain users with emoji’s of different colors. ai determines what emoji’s need to be brought next, depending on which emoji’s are being used the most. there is also a system to change the theme color in different apps (manovich, 2021). video streaming giants youtube, netflix have spread dominance today. so, it is practically difficult to rival all these applications. in this situation, any new video streaming application can utilize ai to expand the number of quality clients (bhavana et al., 2021). in this case, the weapon can be a product color variation. they must ring different color modes. if the user using ai can watch the video in the mode of their choice, it can be a different experience. product color variation is particularly important for any ed-tech app or website. for example, the color variation is particularly important in the user interface that is created for nursery or kindergarten students. it is advisable to pa ge 50 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 46-52, 2024 use different color of user interfaces at different times (muratbekova et al., 2024). ai can help you with this process. in this way, their attention span can be increased a lot, and education will also be much more entertaining for students. different types of online tools can use this color variation technique with ai to increase customer interest (subramonyam et al., 2021). to use this kind of innovation we must get out of traditional marketing techniques. we should rely on ai & cloud-based technologies in terms of product design, product manufacturing, and marketing. for any survey, you need to use an ai-based app to get much more reliable information. figure 5: survey use an ai-based applications product color variation with ai and human emotion our emotions are a big factor in buying a product. the impact of color will be huge on people emotions. so, emotion tracking, and emotion hacking is a particularly important issue in product design and development (ding et al., 2021). by emotion tracking, we mean that when a customer buys a product, if he buys the product of the same color again and again, then we can understand that the person has a passion for that color. this is emotion hacking (quan et al., 2023). now when we launch a new product, we will promote the product of that color to him and try to sell it at a special price. now that person is most likely to buy that product. ai helps us with emotion hacking and tracking. in this way, even if our customer is addicted to a new color, our ai system will inform us about that. as a result, we can bring variation in the color of our product without any hassle. this creates long-lasting (schrills et al., 2020). customer bonding and reduces product rejection overnight. masstrust can be easily created by adopting this method. it also helps a lot with product marketing. advantages of product color variation with ai so, we can see that product color variation management is much easier with the help of ai. not just that, it is vital to utilize this technique at whatever point we launch a product. the complex undertakings like, product design & development, marketing research can be improved (nabwire et al., 2021). as a result, product launching can be done very easily. good results in reselling can be obtained by retargeting the customer using this method. this process is highly effective for all digital and physical products. as the use of digital products increases over time, variations in product color are needed to maintain the acceptability of those products. we need more research and development to take this field forward (luo et al., 2022). although it does not have many disadvantages, it has some limitations. since product color variation technology with ai has not been used in many cases yet, ai-based product color variation technology is not yet affordable (ignatov et al., 2017). as it is a new technology, it is often not possible to execute properly in the workplace. conclusion in conclusion, we can say that product color variations with ai are particularly important from product design and product development to manufacturing marketing. it is estimated that by 2050, 80% of companies will have fully shifted to this technology. this technology is going to be the best strategy to increase revenue. starting from the e-commerce sector to health care management, edtech, and all major sectors are utilizing this technology to grow their revenue. as the utilization of computerized items increases over the long haul, varieties in item tone are expected to keep up the adequacy of those items. we need more innovative work to take this field forward. the application of ai in product color variation pa ge 51 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 46-52, 2024 management has disclosed the high possibility of changing the approaches to product design and development. in this context, the present research has adopted innovative machine learning techniques such as neural networks and new formulae to forecast and rectify color deviations and thereby streamline it in correspondence with the consumer preferences and market conditions. fulfilment color adjustment tools applied to e-commerce have created means for the dynamic color change, which has improved customer fulfillment and interaction. the evidence provided emphasizes the role of ai in influencing product management innovation, implying that businesses utilizing ai-tainted initiatives will be much more adaptable and competitive in the market. this paper brings about the same message that has been echoed in earlier studies on how ai has revolutionized modern business practices, particularly in the customeroriented sectors. references alexopoulos, k., nikolakis, n., & chryssolouris, g. 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(2023). artificial intelligence-integrated smartphone-based handheld detection of fluoride ion by al³⁺-triggered aggregation-induced red-emission enhanced carbon dots. journal of colloid and interface science, 651, 59–67. https://doi.org/10.1016/j. jcis.2023.07.125 pa ge 1 pa ge 99 american journal of education and technologies (ajet) comparing flowchart and swim lane activity diagram for aiding transitioning to object-oriented implementation a.z. umar1*, m.m. gumel2, h.s. tuge1 volume 1 issue 2, year 2022 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v1i2.612 https://journals.e-palli.com/home/index.php/ajet article information abstract received: september 17, 2022 accepted: september 28, 2022 published: september 30, 2022 object oriented programming (oop) paradigm is one of the programming styles that emerged in response to the challenge of designing complex software. however, students find it hard to conceptualize objects when they were already accustomed to non object oriented approach to programming. this paper hypothesizes that introducing object oriented (oo) notations to students during the design phase will smoothen their transition to object oriented programming. to test the hypothesis, an experiment was conducted with the students of al-qalam university katsina, nigeria. the participating students were divided into two groups: (i) flowchart group representing the classical approach where flowcharts were used to design solutions. (ii) activity diagram group which represents the control group in which swim lane activity diagram, as object oriented notation, was introduced to them at the design phase. both groups were later introduced to class responsibility collaborators (crc) cards as an object oriented implementation model. the students were tested, four different times, on how well they converted flowcharts or activity diagrams, as the case may be, into class responsibility collaborators cards, and their performances were recorded. the results were analyzed using repeated measure analysis of variance (anova). unexpectedly, the flowchart group outperformed the activity diagram group but the results were not statistically significant. similarly, there was no statistical difference between males’ and females’ performances. keywords flowchart, programming pedagogy, swim lane activity diagram, teaching oop 1 department of software engineering and cyber security, al-qalam university katsina, nigeria 2 department of computer science and information technology, al-qalam university katsina, nigeria * corresponding author’s e-mail: azumar@auk.edu.ng introduction computer programming is an important skill across diverse fields and disciplines and even more so for computing science students. as computers are becoming more pervasive, the skill is one of the necessary requirements for continuous automation of the modern world as well as for the maintenance of the already automated systems. for computing based disciplines such as computer science and software engineering, programming courses are taught at many levels from the year of entry to the year of graduation. despite the criticality of programming, acquiring the skills remains a challenge for many students(mehmood et al., 2020). although there are many reasons why students struggle with programming(oroma et al., 2012; qian et al., 2017; sheard et al., 2009) the following are the most relevant to this paper: i. the cognitive intensity that is required to learn the low-level details of programming. ii. pedagogically, students have been literary dragged to it (the programming). for the low level details inhibiting the comprehension of programming as outlined in (i) above, over the years programming languages have evolved in which the level of abstraction has been raised. in the process of abstraction evolution, many programming styles/paradigms emerged. one of the emerged paradigms is the object oriented programming (oop) paradigm developed out of the desire to manage complexity and improve productivity in software development. it is a programming style that uses real world “objects” to design computer programs. oop reduces the conceptual gap from the design space to the implementation space(bucci et al., 2002; evans, 2004) because the program is conceptualized as a collection of objects interacting to achieve a common goal(hourani et al., 2019). similarly, programs developed using oop are easier to maintain because objects are easier to trace and update (g. antoniol et al., 2001; giulio antoniol et al., 2000; bianchi et al., 2000). further, oop provides additional support for code reuse through inheritance and additional support for flexibility through polymorphism (daly et al., 1996). with oop, professional software developers enjoy plethora of supports. for example, in testing, there exist unit testing frameworks (daka & fraser, 2014); in mapping objects to records in a relational database, there exist object relational mapping frameworks (torres et al., 2017); in design, there exists a collection of design patterns to solve similar recurring problems (gamma et al., 1995); in source code organization, there exists guidelines and tool support for refactoring (daughtry iii & kannampallil, 2005; martin, 2018). as the saying goes that a picture may be worth more than a thousand words, it was envisaged that diagraming will improve comprehension of computer programming (smetsers-weeda & smetsers, 2017) as pictorial representation simultaneously raises the level of abstraction from low to high and can be used to improve over teaching pedagogy. consequently, diagrams were also introduced to represent the design of a solution that will be implemented as a computer program. one of the diagrams used for the design is flowchart. similarly, one of the diagrams used for oo design is activity diagram and some of the notations used in documenting oo https://doi.org/10.54536/ajet.v1i2.612 mailto:https://journals.e-palli.com/home/index.php/ajet%0d?subject= mailto:azumar@auk.edu.ng pa ge 10 0 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(2) 99-106, 2022 implementation are class responsibility collaborators (crc) models. we provide the details of the flowchart, the activity diagram, and the crc in the methodology section. statement of the problem in the introductory computing courses, students are expected to learn how to design solutions to computing problems using notations such as flowcharts and then subsequently learn how to translate the flowchart into an algorithm to be implemented using the procedural style of programming. later, and in subsequent courses, students are introduced to the oop programming style as another implementation alternative. however, since students were already accustomed to procedural implementation and knew that the approach ‘works,’ they struggled to conceive objects when introduced later as a viable alternative(börstler et al., 2008; cutts et al., 2019; kölling, 1999). students already learned how to design solutions to problems without the concept of objects in the scheme of things and were later required to transition to object oriented implementation. one of the reasons for the struggle might be that they do not have a clue about objects in the design space but have been asked to reflect them in the implementation space, which requires unlearning the procedural style of implementation. thus, this paper aims to compare the effect of learning flowcharts, as non oo design notation, and activity diagram (an oo based design notation) in transitioning to object oriented implementation. research hypotheses given the above, we envisage that the students may find the transition easier if oo-notations were also introduced to them while learning diagrammatic designs of solutions to computing problems (see figure 1). as such, the paper hypothesized the following: • h1: introducing activity diagrams to students at the design stage will improve their ease of transition to object oriented implementation. • h2: there is a difference between males and females in transitioning to object oriented design (ood). the rest of the paper is organized as follows: section 2.0 presents the research works related to this paper. section 3.0 explains the methodology adopted in this paper and begins with the clarification of the research constructs and ends with the detailed settings and execution of the study. section 4.0 discusses the results obtained and highlights what could be threats to the validity of the research. lastly, section 5.0 concludes the paper. literature review existing studies mostly focus on the performance of students in programming, generally, and not specifically on oop. for instance, olalekan et al., (akinola & nosiru, 2014) investigated the effect of students’ attitudes on ease of learning programming. they used students’ attitudes such as regular attendance to lectures and interest in programming as some of the research constructs. they found that regular attendance at lectures was the most important factor, followed by the students’ interest in programming. other factors that were found to affect students’ performance in learning programming were positive perception about the programming and the lecturers’ attitudes toward the students. similarly, amnouychokanant et al., (amnouychokanant et al., 2021) assessed the effect of students’ attitudes toward programming and its learning performance but with different sets of research constructs. some of the research constructs used and found to be significant predictors of high-performance in programming were positive selfefficacy and creativity. there has been a continuous search for effective techniques to teach oop. for instance, loksa et al., (loksa et al., 2016) proposed an approach aimed at teaching student problem solving skills. the approach put emphasis in creating an explicit mental model of the problem to be solved and depicting the coding as a mere translation of the mental model. other techniques introduced include visualizing the progress in creating the solution as well as explicit support for promptings to reflect on their strategies to solve the problem. similarly, (bucci et al., 2002) reported how they worked in transitioning from the traditional imperative model to an object oriented model of learning programming for over ten years and concluded that teaching object oriented programming is not as simple or “natural” but difficult to convey to the students the advantages and methodologies associated with object oriented programming. still on the search for effective pedagogies to teach oop,(anfurrutia et al., 2017)implemented kolb’s learning theory in visual programming environments in order to help students to become competent in object oriented programming. the authors analyzed the acceptance by the students as well as its effect on their motivation. kolb’s learning theory entails four cycles that learners must undergo to acquire knowledge. the cycles are: (i) carrying out a specific activity to have concrete experience (ii) reflecting on the experience from the carried out activity, (iii) conceptualizing the theoretical aspects of the activity, and (iv) applying the knowledge acquired in new scenarios or situations. the visual environments used were bluej and greenfoot – another ide for learning and teaching based on simulations or games. for the acceptance, students indicated that they would prefer using the tools even though females’ responses were more negative than males’. as for motivation, the results were not as good as the authors’ expected. however, the approach does not consider the problem analysis space. in another study on the pedagogical approach to teaching oop, (uysal, 2012) explored the effects of ‘objects-first’ and ‘objects-late’ methods of teaching object oriented programming (oop). the author experimented with two groups of students. the scope of the course was identical for the two groups but the structure of the contents differed in sequence. both the participants in the two groups used bluej ide to eliminate the possible https://journals.e-palli.com/home/index.php/ajet pa ge 10 1 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(2) 99-106, 2022 effects of different instructional tools. the objects first learners used all visual functionalities of bluej ide while the objects late learners started with only the text-based interfaces of bluej and were instructed to use the visual support only in the last lectures. the study found that the learners instructed with the objects-first method achieved higher learning outcomes. in a similar context of smooth transitioning from process engineering to process control engineering, (vogelheuser et al., 2003) explored the benefit of modeling. from the experiment they had conducted with students, it turned out that the groups that previously modeled the process had advantages in describing the several process steps and structuring the programmable logic controller (plc) program. in another exploratory study, (ivanović et al., 2015) investigated different aspects of teaching introductory courses on object oriented programming at three (3) universities in different european countries. they compared different aspects and experiences from object oriented programming courses that were taught in the three (3) institutions. they found that all the institutions use various forms of course delivery. this indicates that a generic strategy for teaching transition to oop has not been found yet. however, in all three (3) institutions, technology-enhanced learning tools (tel) played a central role in the oop courses offered. in particular, bluej an integrated development environment (ide) for learning oop with java language designed for educational purposeswas found to be used in all three institutions. methodology figure 1 represents the conceptual model of this paper. in the figure, flowcharting represents the art of non object oriented problem solving using flowcharts while activity diagraming represents the art of object oriented problem solving using activity diagrams. ease figure 1: conceptual model of transition to object oriented programming is assessed based on how well the class responsibility collaborators (crc) model is produced. we expect gender to play a moderating role. to make the discussion in this section more concrete, we introduce a trivial problem of manual booking of an appointment with a dentist. in the manual process, a patient calls the dental clinic. the receptionist receives the call and guides the patients on the available slots. the patient selects one of the available slots, which the receptionist will reserve and informs the patient of the appointed schedule. for brevity, we assume that the patient has already registered with the clinic. in this section, we will discuss the background concepts with the solutions to the stated problem using a flowchart, an activity diagram, and class responsibility collaborators (crc) cards. flowchart a flowchart is a diagrammatic representation of steps to solving a given problem. although it can also be used for other things such as the analysis of the problem or documentation of a process, we use a flowchart in this paper in the context of representing a solution to a computing problem. a flowchart is an approximate representation of an algorithm to solve a specific computing problem. a flowchart can be used to teach problem solving without getting deep into the low-level details of complete syntaxes of a programming language so that learning can be focused on the problem solving aspect. flowchartbased programming environments are also used to entice students to programming with the big picture of the intended solution in their minds(chen & morris, 2005; smetsers-weeda & smetsers, 2017). the flowchart in figure 2 represents the design of an automated system to solve the problem of manually booking of an appointment with a dentist as outlined above. as shown in the figure, after starting the system, it displays the list of available slots for patients to request an appointment with a dentist. the patient would then select a slot and request its booking. the system then checks to confirm if the slot has not been reserved for other patients since, due to time lag, another patient might have requested and booked the selected slot. if the slot has already been taken, the system returns the patient to the https://journals.e-palli.com/home/index.php/ajet pa ge 10 2 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(2) 99-106, 2022 list of available slots otherwise the system will reserve the slot and send a notification email to the patient. lastly, the booking information shall be displayed to the patient. activity diagram the activity diagram is one of the behavioural diagrams of unified modelling language (uml). figure 2: flowchart illustration of a dentist booking system it is similar to the flowchart as it can be used to diagrammatically represent a series of actions or flow of control to solve a given problem. similarly, it can be used for other things such as modelling business processes or behavioural descriptions of a use case diagram(jeyaraj & sauter, 2014; khaled abdelazim et al., 2020). swim lane activity is an activity diagram that is used to show which system actor is responsible for what, in addition to the representation of the series of actions or flow of control to solve the problem. thus, the presence of objects as well as their high level responsibilities can be captured explicitly as system actors on the diagram. swim lane activity diagrams are also powerful models in model-driven engineering (mda) in the sense that they could also be transformed into other models or executable (zhang et al., 2012). the diagram may as well be recovered from object oriented source codes through reverse engineering(martinez et al., 2011). figure 3 is an activity diagram that represents the same solution depicted in figure 2 as flowchart. it is a swim lane activity diagram because the responsibilities are indicated under the system and patient as the main actors. class responsibility collaboration (crc) class responsibilities collaborators (crc) was invented by ward cuningham and kent beck(beck & cunningham, figure 3: swim lane activity diagram representing the design of a dentist booking system 1989; cunningham & beck, 1986) as an approach to discovering and documenting objects in oo design. crc was initially designed to simplify learning oop but has also been used in professional software development such as agile’s extreme programming (xp)(beck, 1999). a class represents a template from which similar objects are created, responsibility is something that a class knows or does, and a collaborator is another class that a class interacts with to fulfill its responsibilities. crc card is a 3x5 index card and is partitioned into three: the first https://journals.e-palli.com/home/index.php/ajet pa ge 10 3 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(2) 99-106, 2022 and the topmost portion is a row in which the name of the class being considered is represented; the second and the leftmost portion, represent the responsibilities of that class; the third portion represents the collaborators that the class will need to complete its responsibilities. figure 4 presents the major crc cards derivable from the swim lane activity diagram of figure 3. thus, as shown in figure 4, five initial classes were identified as patient, dentalbookingmanager, slot, bookedslot, and dentist. crc can be regarded as an implementation model as the major activity for oo implementation is identifying classes, their responsibilities, and collaborators without resorting to implementation details. we could have used figure 4: crc cards for objects implementing the dentist booking system in oop a class model instead but a study had found that students are more keen with crc than the class diagram (gray et al., 2003). further, a correctly designed crc can be implemented as an oop program with relative ease. study setting an experiment was conducted with year one students of al-qalam university katsina, nigeria drew using a sample of convenience as only volunteers were recruited. the population of the study was computer science and software engineering students enrolled in the introduction to problem solving course (module). the study recruited two groups of students: the flowchart group consists of seventeen (17) students enrolled to study b.sc. the computer science and activity diagram group comprises seventeen (17) students enrolled to study b.sc. software engineering. all the students had taken introduction to computer science in the previous semester. the distinct groups of the students were briefed about the motive of the experiment. the students in the flowchart group were taught flowcharts for a week and then preceded to learn class responsibility collaboration (crc) for another week. students were then taught how to translate flowcharts to crc cards for two weeks. hence, the first group transitioned to object oriented implementation from procedural notations. the students in the activity diagram group were taught the swim-lane activity diagram for a week and then preceded to learn class responsibility collaboration (crc) for another week. students were then taught how to translate the swim lane activity diagram to crc cards for two weeks. therefore, the second group transitioned to object oriented implementation from object oriented design. a final-year undergraduate student taught both groups as part of her final year project. the students were tested four (4) times within one week, each with a new problem. the reason for repeating the tests was to reduce the random noise and uncover the actual performance. in all the tests, the performances of the students were measured in terms of how well they translated the flowchart or activity diagram, as the case may be, to class responsibility collaborators (crc) cards. that is, students in the different groups were asked the same question but with different notations to transitioning to crc. the experiment was treated as a 2 x 4 factorial design. group was a between-subject factor with two levels (flowchart vs activity diagram). the within-subject factor was the test which has four levels (test1, test2, test3, and test4). data collected from the experiment were students’ age, gender, and the scores of the tests. results in the two groups, there were a total of twenty-one (21) male students and thirteen (13) female students. however, five (5) female and three (3) male performance records were removed before the analysis because they were absent in some of the tests. therefore, assessments of only twenty-four (24) students were analysed. since the study was repeated four (4) times, we still had 96 data points that were subjected to the analysis. the scores for the individual students ranged from 50 to 100 with the overall (grand) average score as 82.01. the means scores of the four different tests range from 78.85 to 84.39 but the difference was not statistically significant f(1, 3)=1.424, p=0.242. however, the means scores for all the four tests were significantly higher than the expected mean score of 50 to 55 obtained from historical https://journals.e-palli.com/home/index.php/ajet pa ge 10 4 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(2) 99-106, 2022 be conducted with large and (semi)randomised samples. threat to validity it may be argued that the activity diagram may not be the right notation to test the ease of transitioning from procedural style as previous studies mostly used integrated development environments (ides) (anfurrutia et al., 2017; ivanović et al., 2015; uysal, 2012). however, using ides assumed that students already know how to design solutions before their implementation using a specific programming environment. our study focused on problem-solving without the cumbersome aspect of learning syntaxes of any programming language. in addition, modeling using, diagrammatic notation, helps in bringing out the big picture of the intended solution(vogel-heuser et al., 2003). there was a chance of sampling error as the students’ average scores were significantly high. nevertheless, since the individual scores ranged from 50 to 100 and there was a total of 96 data points, any variations between the groups that were not down to chance should have been detected. however, further study with large and (semi) randomised samples may give better insight. similarly, the results may not be generalizable as the participated students were mainly novices. nonetheless, different backgrounds do not necessarily matter(vvilner et al., 2007). conclusion when learners were already accustomed to the procedural implementation style, they may struggle to conceive objects in object oriented programming despite the advantage of the object oriented style over the procedural style. this paper conceived that introducing object oriented modeling at the solution design phase may help ease the transition to object oriented programming. thus, the paper experimented to test the effect of object oriented modeling in easing the transition to object oriented style. the results show that introducing the object oriented modeling will not achieve that desired effect as expected. the paper suggests further studies with large and randomise sample. references akinola, o. s., & nosiru, k. a. (2014). factors influencing students’ performance in computer programming: a fuzzy set operations approach. international journal of advances in engineering & technology, 7(4), 1141–1149. http://www.e-ijaet.org/media/3i22-ijaet0721391_ v7_iss4_1141-1149.pdf amnouychokanant, v., boonlue, s., chuathong, s., & thamwipat, k. (2021). a study of first-year students’ attitudes toward programming in the innovation in educational technology course. education research international, 2021. https://doi. org/10.1155/2021/9105342 anfurrutia, f. i., alvarez, a., larranaga, m., & lopezgil, j. m. (2017). visual programming environments scores of computing courses (t1(25)=14.61, p=0.000; t2(25)=15.22, p=0.000; t3(25)=17.87, p=0.000; t4(25) =13.86, p=0.000). in the first, second, and fourth tests, the means for the males were 85.61, 80.83, and 83.06 respectively. the means for females were 81.63, 74.38, and 80.63 respectively. thus, the means for the male were higher. in contrast, in the third test, the means for females were slightly higher which was 83.13 against males’ 82.22. however, there was no significant interaction between gender and the performance f(1,3) = 0.531, p=0.663. in the first, second, and third tests, the mean for the flowchart group were 86.0, 84.55, and 85.46 respectively, while for the activity diagram group the means were 83.2, 74.67, and 80.33 respectively. thus, the means for the flowchart group were higher than the expected outcome. in the fourth test, the means were comparably very close: for the flowchart group 82.27 while for the activity diagram group 82.33. in addition to the quantitative results analyzed above, the second author also profiled students’ mistakes. in the flowchart group, students found it difficult to distinguish between input/output and process symbol as both were used interchangeably. they were also not bothered to put the stop symbols at the end of the flowchart. lastly, they use directional arrows inappropriately. for the activity diagram group, students struggle with specifying the different actors in the different columns of the diagram. they mistook the end node and the end node. lastly, they often place a process in a column it does not belong to. nonetheless, the students in both groups were making similar mistakes in the crc such as skipping some of the responsibilities, interchanging the position of the responsibilities and collaborators, and not writing the class name. discussion it might be observed that the average score of the participants students was remarkably high considering the rate of failure in computer programming and problem solving related ourse(omeh & olelewe, 2021); it might be the case that only high-performing students volunteered to participate in the study. similar to the studies in (amnouychokanant et al., 2021; omeh & olelewe, 2021), no significant interaction between gender and the performance. thus, we reject the hypothesis that there is a difference between males and females in transitioning to object oriented design (ood). the findings contrast with the results obtained in(anfurrutia et al., 2017) where males’ and females’ preferences differed significantly. similar to the results obtained in (vvilner et al., 2007), there was no significant interaction between the different groups and the performance (f(1, 3) = 1.160, p=0.331). consequently, we reject the hypothesis that introducing activity diagrams to students at the design stage will improve their ease of transition to object oriented implementation. it likely that the sample used in the study was not large enough. thus, further study should https://journals.e-palli.com/home/index.php/ajet pa ge 10 5 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(2) 99-106, 2022 for object-oriented programming: acceptance and effects on student motivation. ieee revista iberoamericana de tecnologias del aprendizaje, 12(3), 124– 131. https://doi.org/10.1109/rita.2017.2735478 antoniol, g., canfora, g., casazza, g., & de lucia, a. 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(2012). generating executable capability models for requirements validation. https://doi.org/10.4304/jsw.7.9.2046-2052 https://journals.e-palli.com/home/index.php/ajet pa ge 1 pa ge 9 american journal of education and technology (ajet) level of collaboration among stakeholders to promote inclusive education in schools: the case of lilongwe rural east and mthandiza zone in dedza makarios kizito chimowa1*, dannie soko1, stewart maganga1, paul muotcha1, gerald nkowani1 volume 3 issue 3, year 2024 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v3i3.3090 https://journals.e-palli.com/home/index.php/ajet article information abstract received: june 04, 2024 accepted: july 08, 2024 published: july 11, 2024 the study set out to investigate the level of collaboration among stakeholders with regard to promoting inclusive education in primary and secondary schools in lilongwe rural east and mthandiza zone in dedza. twenty-six schools under the research on inclusive education, sanitation, environment and hygiene (rieseh) project were targeted upon. the study provides contemporary insights into how teachers and stakeholders view their collaborative roles in securing better outcomes for students with special educational needs (sen). the study demonstrated that teachers showed their willingness to learn best practices and strategies to guide the students with sen in pursuit to their education. it further revealed that teachers understand and know about inclusive education practices upon attending different workshops in addition to what they learnt while at teacher training colleges. despite this, the study demonstrated that the main concern of the teachers was the little support received from stakeholders when it came to promoting inclusive practices in their classes and schools. parents in this study acknowledged that collaboration was vital should inclusive education be achieved in schools. they indicated that they are aware of their roles in promoting inclusive education through collaboration with teachers. the study’s findings further indicated that collaboration between mainstream teachers and other stakeholders was limited in scope and that the nature of collaboration was conditional, erratic and unplanned. the results further revealed that many activities are done on an individual basis rather than teamwork where the groups share ideas in order to achieve the intended goals of inclusive education. the study attributes this to lack of policy clarity especially the national strategy on inclusive education 2017 – 2021 and several other factors and thereby proposes a collaboration model or framework deemed most appropriate for the schools in the malawian context. keywords collaboration, communication, inclusive education, stakeholders 1 emmanuel university, p.o. box 30583, lilongwe, malawi * corresponding author’s e-mail: k.chimowa@emunimw.com introduction the study set out to investigate the level of collaboration among stakeholders when it came to promoting inclusive education (ie) in the schools. twenty six public schools were targeted and these were found in lilongwe rural east with a few others in the mthandiza zone of dedza district. to provide a brief background, emmanuel university (emuni) had been working in this area through two projects namely disability, inclusiveness, sanitation, hygiene and environmental protection (dishe) and research in inclusive education, sanitation, environment and hygiene (rieseh) from october 2021. lingo et al. (2011) define collaboration as an ongoing process where teachers become involved in various educational phases that together facilitate the progress of learners with special educational needs (sen). studies by christenson & sheridan (2001) and henderson & mapp (2002) in other countries suggest that teacher-parent collaboration is essential for teachers and parents to consult, undertake joint efforts and share information in providing efficient and meaningful education for students with sen. generally speaking, collaboration is necessary specifically if certain objectives are to be achieved. this is essentially the case in as far as ie is concerned. with that said, it is worth mentioning that in most parts of the world including malawi, inclusive education is a relatively new concept (national strategy on inclusive education 2017 – 2021, 2021). when speaking of the malawian context, it is worth mentioning that when it comes to the understanding of ie, it is often in terms of learners associated with special educational needs and those with disabilities. this has to be attributed to the handicapped persons act (1971) which had tended to place specific emphasis on such groups. it was not until 2012 that the disability act was enacted that it eventually replaced the longstanding handicapped persons act (1971). the act incorporated the many principles and obligations found in the united nations convention on the rights of persons with disabilities (uncrpd) (werning et al., 2016). in the current situation, the term “inclusive education” has come to take a broad approach in which it has come to be defined ‘as a process of reforming the education system, cultures, policies and practices to address and respond to diverse needs to all learners’ (national strategy on inclusive education 2017 – 2021, 2021). from this broad definition, it can be said that ie does not solely focus on learners with special educational needs and disabilities but also coming from marginalized backgrounds. the rationale of the study as was stated in the previous section, inclusive education is relatively new in the malawian context. therefore, it pa ge 10 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 9-16, 2024 was imperative to investigate whether efforts have been made on the part of relevant stakeholders to ensure that there is collaboration in promoting inclusive education in schools. in addition, the study was set to investigate if dishe and rieseh projects implemented by emuni, had an impact in promoting inclusive education through collaboration in the targeted schools. when speaking of the relevant stakeholders concerned, they would include teachers, head teachers, special needs education teachers, primary education advisors (peas), director of education youth and sports (deys), parents teachers association (pta), school management committees (smcs) and mother groups (mg). by obtaining information from these stakeholders, it is intended that this will provide a picture on the state of collaboration among stakeholders in promoting ie in malawi including possible interventions. literature review world view on collaboration in promoting inclusive education among stakeholders in schools a study conducted by paju et al. (2021) in finland indicates that collaboration between educators is considered to be the key issue when implementing inclusive practices within schools. the study was administered to classroom teachers, subject teachers, special education teachers and teaching assistant in primary, secondary and special education public schools in order to understand collaboration between teaching staff in finland. the results indicate coordination, cooperation and reflective communication as modes of collaborative action in the participants’ teaching. by combining the perspectives of the activity theory framework and modes of collaboration, the results illuminate how educators wished to have collaboration but usually played their traditional positions in the multilayered teaching activity. in addition, washington (2022) in the dissertation report noted that general education and special education teachers are expected to work together. florian (2017) also said that collaboration is critical to co-teaching and it is the heart of inclusion. collaboration at a school is when teachers of a learning community work together to increase learners’ achievements and learning such as writing lesson plans together, writing schemes of work as well as team teaching. according to unesco (2009), collaboration means purposefully building interpersonal relationships and working towards healthy interdependence which occurs when teachers are comfortably giving and receiving help without losing responsibility. friend and cook (2007) identified several key concepts that determine the success of teacher-parent collaboration. these concepts include realizing that collaboration should be voluntary, the need to share resources, being responsible in decision-making towards a common goal, acknowledging including aiming towards a common goal, acknowledging each other’s roles, the ability to work together intuitively to plan a formal program process, and finally, trust and respect for each other. in addition, teachers who are collaborative at school promote cooperative relationships not only within the school but also between schools, among teachers and the whole community. hernandez (2013) added that collaboration in education is seen as a legal mandate, best practice in teachers’ mode of operation and necessary for inclusion of children with special educational needs. hernandez further states that at the heart of inclusive education, practice is a joint idea aimed at producing the necessary changes, transformations, improvements and new directions, including the outcomes representing the benefit for all learners involved in the education system through collaboration. however, barley (2009) noted that teacher-parent collaboration is more difficult to promote and maintain if teachers and parents work as separate units. studies by fluijt et al. (2016), pratt and. pratt (2014), and strogilos (2016) revealed that the problem is that general education and special education teachers show a lack of symbiotic relationships in inclusion classrooms because of a lack of adequate planning time, lack of parity, and interpersonal differences. carlisle et al (2005) and epstein (2001) support the notion that teachers and parents need to collaborate so as to identify what areas of students’ development requires attention and determine together appropriate goals and objectives to be achieved. the study carried out by dettmer, dyck, and thurston (1999) further supports the idea for a collaborative working team, stating its importance in accomplishing the goals of inclusion. according to christenson (1995), sound educational outcome in teacher-parent collaboration relies on shared responsibilities. while cramer (2006) says that teachers play a vital role by providing support to parents with the resources available inside and outside the classrooms and as executors of the educational plans while parents need encouragement to carry out their roles effectively in their child’s development and academic performance. this means that successful student outcomes can be more easily achieved if both teachers and parents know each other’s roles in the collaboration process. african view on collaboration in promoting inclusive education among stakeholders in schools the study by ceralli (2021) looked at the collaborative approach as key to promoting inclusive education in west african region. this inclusive education in the sahel project 2017-2021 which was implemented by handicap international and co-financed by norad and afd (burkina faso) created a “collaborative dynamic for organizations of persons with disabilities (opds) and civil society movements working in education at the regional level (west africa) and national level (burkina faso, mali, niger) for the promotion of inclusive education.” the advocacy actions were implemented using an alliance strategy that focused on bringing actors (rights holders (children with disabilities, including girls and pa ge 11 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 9-16, 2024 their families), duty bearers (governments and relevant ministries, especially the ministry of education and its decentralized departments, as well as local authorities), and champions (civil society organizations: ngos, opds, efa-cso coalitions, ptas, mtas) together, strengthening their skills and creating synergy of action. this strategy echoes the incheon declaration which states that “civil society organizations (csos), including representative, broadbased coalitions and networks, play essential roles. they need to be engaged and involved at all stages, from planning through to monitoring and evaluation, with their participation institutionalized and guaranteed”. they can “promote social mobilization and raise public awareness, enabling the voices of citizens (particularly those who face discrimination) to be heard in policy development”. the action encouraged the strengthening of the links between disabled people’s organizations and other civil society movements working in the field of education to enable them to implement coordinated actions, promote civil society dialogue and undertake more advocacy actions. these actors used to work separately, without consultation, synergy or a common vision of the problems and challenges of the inclusive approach. malawian view on collaboration in promoting inclusive education among stakeholders in schools in her study on the collaboration between specialist and mainstream teachers in enhancing inclusive education, muleme (2020) revealed that the community of practice theory posits that collaboration does not take place incidentally but requires careful and constant planning, interaction, positive attitudes and commitment between two sets of professionals having different knowledge and skill bases. it emphasises that there must be continuous interaction and sharing of knowledge and skills between the two sides, in this case between two sets of teachers. the study noted that it is important for both sets of teachers to develop a good working relationship. the theory that was used stipulates the call for collaboration between partners who have different expertise to merge their knowledge and skills in order to support inclusive education. it also calls for collaboration and support among different players in the education sector such as teachers, administrators, moest and ngos as well as the community at large to take an active role to support the collaboration of specialist and mainstream teachers and make inclusive education in primary schools a success. the malawian government ratified the un convention on the rights of persons with disabilities (uncrpd), and developed several laws and policies to promote, fulfill and protect the rights of persons with disabilities. despite these commitments, children with disabilities remain largely excluded. the 2018/19 education sector performance report indicates that children with special educational needs represent a 3.3% of total enrolments at primary school and 2.4% of total enrolments at secondary level. up to now, there has been paucity on published figures or estimates on children with disabilities further making it difficult to estimate real needs for policy and planning. one of the biggest barriers to inclusive education in malawi is the lack of teachers trained in inclusive or special needs education. this is compounded by a severe and persistent shortage of qualified teachers. to date, there has not been a comprehensive approach with regard to the training of teachers to practice inclusion. this has been attributed to the fact that it has normally been delivered as a patchwork of small trainings that are largely funded by donors. being said, the new nesip (2020-2030) considers inclusion as a cross-cutting element of the overall education plan. it also includes a relatively detailed breakdown of specific line items aimed at promoting ie, and disability-inclusion in particular. in order to develop inclusive schools, there is a need for several different specialist approaches, forms of knowledge, skills and competence, which is more than qualified teachers are generally able to provide. therefore, cross-professional collaboration is in general the main strategy required to develop inclusive schools. emmanuel university (emuni) has a strategic plan which has been drawn from national and international policies, legislations, declarations and conventions on education and in support of inclusive education. the availability of the strategic plan outlines the implementation of the activities. among others the activities are targeting the promotion of inclusive education practices. therefore the aim of this study was to investigate the level of collaboration among stakeholders in promoting inclusive education in schools. success for inclusive education in the future is not simply a matter of sending students with special educational needs to regular classrooms and waiting for miracles to happen; it depends largely on collaboration among stakeholders who are both responsible for the quality and access to meet the needs of these students. methodology study design the study employed a qualitative approach. a qualitative approach was selected based on the subject and environment of the study. the qualitative methodology was preferred as it is an approach that allows for the exploration of the meanings given to a problem by an individual or a group such as a collaborative group or its participants (creswell, 2009). the study used the qualitative approach since it collected views, attitudes and opinions which could not be quantified. according to gay and airasian (2009) and mugenda and mugenda (2003), qualitative research is the collection, analysis and interpretation of comprehensive, narrative and visual data to gain insights into a particular phenomenon more deeply and exhaustively; it is the best approach in dealing with real people in real life situations which enables for the presentation of ideas more clearly than simply abstract theories, statistics and principles. a qualitative approach was used based on an assumption pa ge 12 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 9-16, 2024 that the qualitative outcome of the study will be exploring the collaborative process by the teachers and parents in the schools. in the current study, the data collection process was done concurrently. questionnaires were distributed to teachers while focus group discussions were conducted with pta, smc and mg members at the same time. population and sample the study was conducted in 26 primary and secondary schools in lilongwe rural east and mthandiza zone in dedza district. the study employed purposive sampling based on teaching practice schools for the then emmanuel teacher training college. these schools have undergone capacity building through dishe and rieseh projects that included fostering collaboration efforts between schools and communities. a survey instrument was administered to 156 teachers, 26 head teachers and, and 3 peas, with focus group discussion (fgd) guides administered to 26 school committees’ member’s groups (pta, smc, mg). member–checking was used to determine the accuracy of the findings by selecting 6 teachers, 6 head teachers, 3 peas and 9 school committee members to validate the data for further analysis. data collection and analysis written questionnaires were distributed to 6 (3 males and 3 females) selected teachers per school from the 26 schools, head teachers, peas, special needs education teachers while fgds were conducted with pta, smc and mg members. data was summarized and organized into thematic areas in order to synthesize and interpret easily. specific quotes from the qualitative study were highlighted to reinforce the analyses which are teachers’ and parents’ strongest collaboration thematic areas and which are not. johnson & onwuegbuzie, (2004) agrees that the combination of these types of data provided a complementary and robust basis for analysis required for mixed methods design results and discussion teachers perceptions on level of collaboration the research has revealed that majority of teachers in primary schools have an understanding and knowledge in ie from teacher training colleges. in the initial primary teacher education (ipte) curriculum, there are topics in ie. this was confirmed when 96.2%of teachers responded to the question that they have knowledge in ie. the research further noted that they also got the knowledge from disability inclusiveness, sanitation, hygiene, environmental protection (dishe) project by emuni and cpds workshops. others indicated that they had acquired knowledge from mzuzu university and catholic university of malawi during their training as secondary schools teachers. when teachers were asked to account for the support they get from different stakeholders, 86% of the teachers responded that they received little or no support get from stakeholders. they further indicated that teachers show lack of symbiotic relationships in inclusion classrooms due to a lack of adequate time, parity and interpersonal differences. this is further demonstrated by some of the statements provided here: “…. i have never seen any stakeholder coming to our school to offer support basing on inclusive education”. (comment from a teacher) “….little because other learners with special educational needs lack basic or school needs; like those with visual impairment are not given the braille machine to help them in their studies (teacher) on this, teachers attributed to a number of reasons such as: “…..poor relationship among stakeholders (i.e. between school and parents); financial challenges stakeholders face; lack of knowledge by stakeholders to manage issues of ie; lack of appropriate resources to cater or support learners with special educational needs (sen) e.g. braille books, resource room, wheel chairs; parents do not attend pta meetings; inadequate resource centers; unfavorable environment for learners with sen and lack of qualified specialist teachers. other reasons are that committees change while teachers get posted away leaving some new members requiring cpd” the study also noted that despite teachers having knowledge in ie, they are unaware of the way these leaners can best acquire their education. despite this, they were able to provide ways that can help to improve lack of knowledge in the education of these children. most of the teachers suggested the following: “……conducting refresher courses and continuing professional development workshops (cpds) regularly; training teachers in inclusive education; sensitizing parents on inclusive education; providing appropriate resources for learners with sens; identify scholarships to train teachers in inclusive education and consider students with sens when selecting them to secondary schools.” very few teachers in the study were able to give clear areas of collaboration with other stakeholders to promote ie such as: “…cpds of both teachers and parents.”. (one of the teachers). another teacher said; “…holding a pta meeting with parents where the parents should be encouraged on the need of sending children to school including those with special educational needs.” “…stakeholders should pay a visit to parents whom they know that are keeping children with special educational needs and discuss with them.” but during validation meeting, areas of collaboration came out very clear from the teachers such as: “……during meetings like staff meetings, zonal meetings, committee meetings e.g. pta, smc, mg; when conducting workshops for example cpds; during planning sessions such as scheming, lesson planning & developing resources; when conducting sensitization meetings with pa ge 13 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 9-16, 2024 parents/ stakeholders; during identification/assessment of learners with sen by specialist teachers; when conducting team teaching; during school and project supervisions; when procuring resources for sne; during sporting activities like special olympics; during open days especially when closing schools where parents are invited to attend and make speeches and during exchange visits to learn from each other..” based on the responses provided here, it can be said that the teachers involved believed that equipping themselves with skills and knowledge is necessary in carrying out inclusive education practices. this also came out very clear from special needs education teachers on the need to collaborate in promoting inclusive education in schools. while the deys accepted that teachers do not have adequate support with regards to budgeting for special needs education. still they recommended the need to conduct regular cpds and increase resources in order to promote ie for in-service teachers. parents perceptions roles of parent teachers association based on the perceptions and responses provided by parents, the research has revealed that 83% of ptas are aware of their roles in promoting inclusive education through teacher-parent collaboration. among others, their role as parents has been to encourage, search and advocate parents who have children with sen to send them to school. at the same time, making sure that children with sen are receiving the needed help in order for them to attend school through building proper facilities like ramps, small resource contributions. moreover, making sure that children with sn are not discriminated against and are helped to attend classes, ramps and proper structures are built, parents are encouraged to open up and send their children to school, taking stocks of children; give advice to teachers and learners not to segregate learners with sen; working with sen teachers; promoting sne amongst parents, teachers and other stakeholders. much as ptas are able to know their role, 50% believe that they have done all they could to promote inclusive education, while 50% believe that they have a long way to make it adequate as far as inclusiveness is concerned for the following reasons: because mobility of children with sen is still a problem in terms of wheelchairs; there is less support given to children with sen; need for more resource rooms; sensitizing parents is also needed; some parents are hiding their children, and that they have lost hope in them. ‘‘…some parents lock their children in a house and they go to garden or to the market instead of sending them to school’…. (pta) the findings of this research further revealed that the ptas have got good suggested ways of being actively involved in promoting inclusive education like for example assisting learners with sen in different ways including collaboration and providing learning and teaching resources; orienting smc (through workshops) on how to help sen learners; building ramps; promote cooperation among stakeholders, encouraging parents to bring their children to school; having a work plan; helping further with teachers (smc) on how to help learners without discrimination; providing them with transport like bicycles; building ramps; working together with other stakeholders; more workshops; meet with vh; collaborate with adc. parents’ perceptions roles of school management committee on the other hand, school management committee are the local managers of a particular school. they are one of the important stakeholders in a community as far as running a school is concerned. the smc is an active arm of the school such that 50% of the team interviewed meets twice in a month while 50% meet once in a month. “…..we meet twice in a month, because we believe school issues need more attention on regular basis”…..said a member of smc. when the school management committee meets, they discuss a number of things such as having a proper sitting plan; providing ramps, and encouraging parents and teachers to take care of children with sen. building special toilets for children with sen; ways of teaching learners with sen; why there is absenteeism among children with sen; creating a friendly environment for children with sen; addressing issues of stigma; take stock of children with sen. the role of a school management committee in relation to ie is almost similar with other committees at a school such that they work hand in hand to achieve the intended goal / motto of a school. here are some of the roles they play as a committee which include encouraging parents to send children with sen to school in collaboration with pta, mother groups, chiefs, and teachers. promoting and encouraging inclusiveness, lobbying for more help to children with sen, encouraging teachers to love sn children with sen and children to love school; sourcing learning and teaching materials for children with sen; encouraging learners, teachers and parents to take ie seriously; lobbing for funds and other help for ie; provide learning and writing materials, uniforms, and groceries; scouting for children with sen; meeting with village heads. this school management committee works hand in hand with other committees through meetings with other stakeholders which includes parents at school in order to assist well children with sen. ‘…we always call for a meeting of all parents, chiefs, mother groups to look into how we can best assist learners with special needs’ ……says one of the school committee members…’ parents’ perceptions roles of mother groups the malawi government introduced mother groups committees in schools so that issues of girls are well pa ge 14 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 9-16, 2024 addressed. this group comprises of women only. while pta and smc, are groups with mixed gender. the research has unearthed some of their roles at school which is beyond only girls. these include encouraging parents to send their children to school; to source resources and encourage girls to attend school at all times; prepare girls on how to avoid risking their lives and how to take care of themselves during monthly period; providing sanitary pads; discourage discrimination; encouraging female teachers to be helping girls. meeting and visiting girls; identifying needy students; encouraging young mothers to go back to school; discourage issues of early marriages; encouraging girls not to look down upon themselves. however 50% of the mother groups lamented thay are new in the system and needs training for making pads. ‘….here at school we have what we call chitenje (1.5 meter cloth). this helps girls to wrap up their waste if they are not ready to receive the visitors….’. what this means is that when a girl is not ready with her sanitary pad and begins to menstruate, then this piece of cloth can help to cover up her dress/skirt, so that she gets home safely without any embarrassment….. said a member of smc. about 70% of the women interviewed do not provide sanitary pads to girls. girls are encouraged to use traditional ways (using old clothes – zitenje). while 30% of the women we met said that there has been an attempt to provide sanitary pads, but that did not last long. the reason why there has been little attempt to provide sanitary pads is because of poverty – lack of materials. there is also a need to train mother groups on how to saw / make sanitary pads. furthermore about 70% of the mgs have not done much to provide enough awareness for girls from ultra-poor backgrounds about usefulness of sanitary pads because of poverty, ….’in this village, where can we get money to buy pads on monthly bases. we use our traditional way.’ …one mother lamented! some of the reasons are: “lack of orientation from stakeholders, some girls are childish; some and need encouragement; some parents push their responsibility of pads to mother groups; some girls’ do not listening to the advice given. ……’atsikana a lero samva (today’s girls don’t listen to advice)…’ a concern of one of the mothers. perceptions between ministry and community the director of education youth and sports accepted that teachers do not have adequate support with regards to budgeting for special needs education. recommended the need to: …….conduct regular cpds ……..increase resources in order to promote ie for inservice teachers. parents in the study also acknowledged teachers’ effort in guiding and educating their children by their confidence in allowing teachers to use best practices learnt from others through collaboration. guerrero et al 2003 agreed that collaboration has proven to be the main contemporary strategy to feed innovation and creativity for effective educational programs conclusion the underlying assumption of collaboration among stakeholders in special educational practices is that everyone who has an involvement in a child’s life, including the parents and teachers should work together to give that child the best education possible. in reality, however, key stakeholders in a child’s life may have many different ideas and beliefs, and, as a result, disconnection in communication and relationships among them can arise. in such situations, fluid partnerships between these stakeholders can be challenging, and tensions can emerge, further affecting a child’s educational experience. while the sample in this study is clearly not representative nationally, the evidence it provides is indicative and serves as a point of reference for education professionals including teachers and policy-makers such as dems/deys interested in enhancing inclusive education. this study on the level of collaboration among stakeholders attempts to fill a gap in the literature, regarding stakeholders’ collaboration in inclusive education in malawi. the successful inclusive classroom requires collaborative interaction between teachers and parents (school committees). perhaps, the process of collaboration itself reflects what inclusion is all about. differences can serve as strength in the creative process when they are collectively focused to accomplish a singular mission or goal. the diversity and difference of each individual in a collaborative team result in a creative synergy that could not be achieved by members individually. collaboration among stakeholders provides the pathway to successful achievement of inclusive education. however, an education system consisting of inclusive classrooms remains the final step in an educational journey. recommendations despite emuni implementing dishe and rieseh projects in the same area, there has been no significant impact on promoting inclusive education as revealed by the study. apart from that, there were some limitations which have affected the report. lack of knowledge on the computer software packages affected the development of appropriate tools for easy analysis. additionally, coordination and clear outline of activities with proper time frame was another limitation. therefore, these recommendations are offered based on the work accomplished during this project and on the conclusions given above. it is imperative that emuni should do the following: collaborate with other universities in fostering quality in promoting ie, conduct other projects to support and sustain ie, train teachers on how to conduct school based cpds, conduct cpds for in-service-teachers in promoting collaboration with other stakeholders and conduct further research studies on ie. pa ge 15 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 9-16, 2024 ministry of education (government) can do the following: collaborate with public and private universities in training teachers on ie, create a more robust monitoring mechanism for supporting collaboration on ie, ensure that buildings and sanitary facilities in schools are disability friendly with monitoring mechanism in place, open more resource centers in schools, post more sne teachers in zones/schools, conduct frequent cpds in schools for teachers and parents on collaboration on ie and increase budget allocation in the school improvement grant (sig) to support sne activities at district level. as for well-wishers, donors, ngos and proprietors, they can do the following: to improve collaboration with schools to procure assistive devices and specialized resources as well as ensuring that buildings and sanitary facilities in schools are disability friendly. references barley, z. a. 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(2016). keeping the promise? contextualizing inclusive education in developing countries. verlagulius klinkhardt. pa ge 1 pa ge 1 american journal of education and technologies (ajet) tiktok consumption and level of class engagement of performing arts students in the new normal: destructive or beneficial? joseph lobo1*, genesis dimalanta2, clarenz bautista3, edison buan1, don al de dios3 volume 1 issue 1, year 2022 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v1i1.305 https://journals.e-palli.com/home/index.php/ajet article information abstract received: june 03, 2022 accepted: june 09, 2022 published: june 12, 2022 tiktok has been widely used by filipino youths, most especially students, for entertainment purposes in between or after class as pass time activity. previous studies were already conducted in regards to the positive and negative effect of using tiktok to students’ academic performance. this present study aims to determine if tiktok can predict the level of engagement of students. 103 college students currently enrolled under the bachelor of performing arts at city college of angeles participated in this study. independent t-test analysis was performed to examine the difference between gender in terms of tiktok consumption and level of engagement; pearson correlation coefficient analysis was also used to determine the relationship between tiktok consumption and level of engagement; lastly, linear regression was utilized to predict the relationship of tiktok consumption to the level of engagement of students. the findings revealed that there is no significant difference between tiktok consumption and level of engagement in terms of gender. moreover, a significant relationship was observed between tiktok consumption and level of engagement. finally, tiktok consumption positively predicts the level of engagement of students. in line with this, recommendations were proposed based on the results of this study. this present study offers new standpoint in the smart and responsible use of tiktok application and how it can positively affect the level of engagement of students in a local college setting. keywords engagement, local college, performing arts students, tiktok 1 institute of education, arts and sciences, city college of angeles, phillippines 2 institute of arts, sciences and teacher education, mabalacat city college, philippines. 3 physical education, recreation and sports department, pampanga state agricultural university, philippines. * corresponding author’s e-mail: jtoledolobo@gmail.com introduction in this post-pandemic time, most of the educational institutions in the philippines have started implementing a limited face-to-face class from the basic education to the tertiary level. however, in the current situation of city college of angeles, students are still in the online class setting due to college’s infrastructure development and it is being used by the local government unit (lgu) of angeles as vaccination center. most of the students are staying home and still enters their respective classes through online educational platforms. due to loads of coursework that they need to fulfill, students mostly rely on tiktok as one of their pass time activities, aside from other social networking applications. in this present study, this aims to understand the relationship between the use of tiktok to the level of engagement of the students. due to rampant consumption of students on the said application, this present study would also like to further determine if the use of the said application may positively or negatively affect the engagement of the students on their online class. in order to examine the effect of the said application to students’ engagement, further investigation should be performed. this present study will provide insights that will help both professors and students on how tiktok may affect engagement of students and how it should be addressed based on the findings that this present study will obtain. literature review the tiktok application and class engagement tiktok (formerly known as music.ly) was founded by zhang yiming in september 2016 (montag et al., 2021a). in a just short span of time, this application has been one of the successful apps from chinese origin in terms of global distribution. most especially in angeles city, philippines, this application has been widely used by various generation. it has become an increasingly popular app for people of many different ages to use (mekler, 2021b). added by mekler, this application allow users can create their own videos they want on this application and post it for anyone to see as well as for entertainment purposes. in this, the said application has attracted a lot of people most especially college students. this application has been considered as the holy grail of students – aside from other social media applications – most students use this application as their recreational activity after their online class and finishing tons of course work. the involvement of students is one of the determinants of academic success (chiu, 2022; sneck et al., 2022). student engagement, in general, refers to the active participation in a variety of academic and co-curricular, as well as commitment to achieving learning objectives (ginting, 2021). students who are highly engaged academically are more likely to devote their time and effort to achieve their goals. this also refers to the effort of the learner to promote his or her psychological commitment, or invest (mckee & ntokos, 2022), to stay engaged in the learning process to acquire knowledge and build critical thinking (rajabalee et al., 2020; reinke, 2019). added by rajabalee et. al., this is also associated with the learner’s feeling of personal motivation in the subject or course, which keeps the learner active in order to interact with the course contents, professors and classmates respectively. relationship between tiktok consumption and https://doi.org/10.54536/ajet.v1i1.305 mailto:https://journals.e-palli.com/home/index.php/ajet%0d?subject= pa ge 2 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(1) 1-9, 2022 level of class engagement there are already previous studies that were conducted regarding the positive and negative impact of the use of tiktok application to the academic performance of students since the start of the pandemic (de guzman jr., n.d.; hayes et al., 2020; kaur, 2020; mekler, 2021a; montag et al., 2021; putu et al., 2022; vhatkar, a., & mali, 2021) which are highly supported with strong theoretical and conceptual underpinnings and robust findings. previous studies have also shown the possible application and implementation of tiktok as an education tool which may lead to academic success of students (ismail et al., 2021; putri, 2021; sajonia, 2022). however, there are only few previously conducted studies which focuses on the relationship of tiktok – its positive and negative effect – to one of the determinants of academic success which is the engagement of students, most especially in a local setting, meaning further investigation should be performed. in this, this current study aims to determine tiktok application’s effect to the class engagement of students. methods design this study is a quantitative in design which aims to describe the level of tiktok consumption and class engagement of students. it also aims to determine if there is a significant difference in the application consumption and class engagement of students based on gender. additionally, it also seeks if both tiktok consumption and class engagement are correlated to each other. lastly, this study would also like to further determine if tiktok can predict the class engagement of the students. population and sampling the target respondents of the study are students who are currently enrolled in bachelor of performing arts (bpea) program this academic year 2021-2022 under the institute of education, arts and sciences at city college of angeles, pampanga, philippines. this study has utilized judgment sampling to gather participants for the study. also called as purposive sampling, a sampling technique where the researcher deliberately chooses participants for the study due to the qualities the participants possess (etikan, 2016). instrumentation there are two instruments that were utilized on this study. the first questionnaire was adapted from de guzman jr. (n.d.). from the original eight scenarios stated in the questionnaire, the researcher has only used one out of the eight scenarios to be fitted for the study. it is a 24item questionnaire which describes the extent of social networking sites (sns) consumption of the students. also, the researcher replaced some words such as “sns” to “tiktok” to tailor fit and align it to the main purpose of the study. the responses of the students will then be recorded on a 4-point likert scale from 1 ‘strongly disagree’ to 4 ‘strongly agree.’ the second questionnaire was adopted from handelsman et al. (2010) which is the student engagement questionnaire (seq). it is a 23-item questionnaire which describes the level of class engagement of students. responses of the students are then recorded on a 4-point likert scale from 1 ‘not at all characteristic of me’ to 4 ‘very characteristic of me.’ data gathering gathering of data was made possible by the approval from the dean of the institute of education, arts and sciences. the questionnaire was floated via online survey through google form. the said online questionnaire can be filled-out by the students within 5-10 minutes. all gathered data from the google form was then be exported into an excel file to be used for data analysis. after the data gathered were used for the analysis, the excel file was encrypted with a password where the researchers has only the personal access to it. data analysis cronbach’s alpha reliability test (α or coefficient alpha) was used to measure the internal consistency of the questionnaires to be used for the study. it is a measure of internal consistency, i.e., how closely related a set of items are as a group (sileyew, 2019). it is considered to be a measure of scale reliability. from the pilot testing that was made to non-bpea students (n=50), table 1 illustrates the reliability test of both sns scale and seq which resulted to a cronbach’s alpha value of .897 and .947 which are both very reliable. in this, both of the questionnaires can be used for the conduct of the study. grounded on sigmund freud psychoanalysis theory of development focusing more on the development of the ego, the part of the personality which is partly conscious and partly unconscious which carried our identity and the sense of self which says who we are (widick et al.,1978). table 1: cronbach’s alpha reliability test for social network sites (sns) utilization scale and student engagement questionnaire (seq) questionnaire cronbach’s alpha n of items level of reliability social network sites utilizations (sns) scale .897 24 very reliable student engagement questionnaire (seq) .941 23 very reliable in order to recognize the appropriate statistical test to be used in the research study, normality test was conducted. table 2 revealed that results of kolmogorov-smirnov and shapiro-wilk. it was shown that the p-value of tiktok consumption and level of engagement for both male and female are higher than .05 (>.05); as a result, the data are considered normally distributed. in this, a parametric test is appropriate for this study. frequency (f) and percentage (%) were used to describe the number of students who have answered the survey based on gender. mean (m) and standard deviation (sd) were also utilized to describe the level of tiktok https://journals.e-palli.com/home/index.php/ajet pa ge 3 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(1) 1-9, 2022 table 2: kolmogorov-smirnov and shapiro-wilk test of normality gender df kolmogorov-smirnov shapiro-wilk statistics p-value statistics p-value tiktok consumption male 41 .101 .200* .949 .064 female 62 .090 .200* .945 .008 level of engagement male 41 .124 .114 .948 .057 female 62 .104 .096 .962 .055 *. this is a lower bound of the true significance. consumption and level of class engagement of students. in order to interpret the results on the level of application consumption and engagement of students, the researcher have employed a point-scale interpretation based on the average weighted mean of each statement which is shown in table 3. independent samples t-test was also applied to determine the significant difference between tiktok consumption and engagement by gender. a parametric test which tells whether there is a statistically significant difference in the mean scores for the two groups or not (gerald, 2018). pearson correlation coefficient was also used to determine the relationship between tiktok consumption and level of engagement of students. this is a measure of an association between variables (schober & schwarte, 2018). lastly, linear regression was operated to predict the relationship of tiktok consumption to the level of engagement of students. a modeling technique where a dependent variable is predicted based on one independent variable (kraemer & blasey, 2016). in this regard, the following are the formulated hypotheses that were tested on this study according to statistical analysis used for each data shown in table 4: table 3: descriptive interpretation on the level of tiktok consumption and level of engagement range of weighted mean interpretation 3.26 – 4.00 very high 2.51 – 3.25 high 1.76 – 2.50 low 1.00 – 1.75 very low table 4.1: hypotheses of the study hypotheses variables statistical analysis h1 there is no significant difference between gender and tiktok consumption gender and tc independent samples t-test h2 there is no significant difference between gender and level of class engagement. gender and ce independent samples t-test h3 there is no significant relationship between tiktok consumption and level of class engagement. tc and ce pearson correlation coefficient h4 tiktok consumption does not predict the level of class engagement of bpea students. tc and ce linear regression *tc-tiktok consumption; ce-class engagement results ibm spss 26 was used to run all the data gathered and to employ the statistical treatment to be used. the adapted questionnaires which were utilized for the study have been answered by 103 students currently enrolled in the bachelor of performing arts (bpea) program under the institute of education, arts and sciences at city college of angeles, angeles city, philippines table 4 illustrates the respondents’ demographic profile based on gender. the results yielded that most of the respondents are female (n=62), which is 60.2% from the total sample size, while male (n=41) is 39.8%. table 5 illustrates the level of tiktok consumption of bpea students. the highlighted statements (corresponds to ‘very high’) which all garnered the highest mean among the respondents are: my academics are my main focus (m= 3.39, sd = .660); i only use sns/tiktok when i table 4.2: demographic profile of students by gender gender f % male 41 39.8 female 62 60.2 total n and % 103 100 https://journals.e-palli.com/home/index.php/ajet pa ge 4 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(1) 1-9, 2022 table 5: level of tiktok consumption of students statement mean sd interpretation i use my sns/tiktok account for school work. 2.46 .861 l i use my sns/tiktok account to communicate with my classmates. 2.28 .772 l i use my sns/tiktok to communicate for group projects. 2.29 .775 l i use my sns/tiktok as a break while studying. 2.95 .856 h i use my sns/tiktok as a free time activity. 3.27 .795 vh i use my sns/tiktok to procrastinate when i should be studying. 2.25 .750 l i use my sns/tiktok to procrastinate if i am struggling. 2.57 .881 h sns/tiktok is time consuming. 2.85 .821 h sns/tiktok is an academic distraction. 2.40 .856 l sns/tiktok decrease my academic performance. 2.28 .845 l sns/tiktok take time away from studying. 2.39 .807 l sns/tiktok distract me from studying. 2.23 .807 l i multitask with my sns/tiktok while studying. 2.50 .839 l i am a responsible person about school work. 3.25 .682 h i am good at multitasking with sns/tiktok. 2.70 .850 h no one on my sns/tiktok is worth me getting failing grades. 2.77 .807 h i do not spend excessive amount of time on my sns/tiktok. 3.04 .740 h i do not go on sns/tiktok during class. 3.02 .792 h i check my sns/tiktok during class. 2.26 .766 l i do not have sns/tiktok up while doing homework. 2.83 .793 h i don’t allow sns/tiktok to impact my academics. 3.09 .806 h my academics are my main focus. 3.39 .660 vh when i am doing my work for school; i do not check my sns/tiktok 3.03 .785 h i only use sns/tiktok when i have the time for it. 3.33 .772 vh overall mean 2.72 .421 h *vl-low; l-low; h-high; vh-very high have the time for it (m = 3.33, sd = .772); and, i use my sns/tiktok as a break while studying (m = 3.27, sd = .795). overall, the level of tiktok consumption of bpea students was found out to be high (m = 2.72, sd = .421). table 6 illustrates the level of class engagement of students. the results revealed that most of the statements that were asked to students garnered an interpretation of ‘very high’ and ‘high’ respectively. the highest notable statements (corresponds to ‘very high’) which all garnered the highest mean among the statements from the respondents are coming to online class everyday (m = 3.51, sd = .558); putting fourth effort (m = 3.45. sd = .573); and, listening carefully to class (m = 3.45, sd = .555). in summary, the level of engagement of bpea students was found out be very high (m = 3.29, sd = .430). table 6. level of class engagement of students statement mean sd interpretation raising my hand in class 3.07 .820 h participating actively in small group discussions 3.34 .667 vh asking questions when i don’t understand the instructor 3.14 .805 h doing all the homework problems 3.43 .587 vh coming to online class everyday 3.51 .558 vh going to the professor’s office hours to review assignments or tests, or to ask questions 2.89 .839 h thinking about the course between class meetings 3.07 .690 h finding ways to make the course interesting to me 3.27 .662 vh taking good notes in class 3.18 .681 h https://journals.e-palli.com/home/index.php/ajet pa ge 5 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(1) 1-9, 2022 looking over class notes between classes to make sure i understand the material 3.19 .728 h really desiring to learn the material 3.36 .559 vh being confident that i can learn and do well in the class 3.31 .627 vh putting forth effort 3.45 .573 vh being organized 3.43 .605 vh getting a good grade 3.40 .567 vh doing well on the tests 3.33 .584 vh staying up on the readings 3.18 .669 h having fun in class 3.37 .560 vh helping fellow students 3.37 .560 vh making sure to study on a regular basis 3.31 .578 vh finding ways to make the course material relevant to my life 3.43 .622 vh applying course material to my life 3.36 .624 vh listening carefully in class 3.45 .555 vh overall mean 3.29 .430 vh *vl-low; l-low; h-high; vh-very high table 7 illustrates the result from the independent t-test analysis used between the level of tiktok consumption of the students being independent of gender of bpea students. according to the levene’s test for equality of variances, the sig. value is .012 which is lower than α = .05. this means, that the assumption of equal variance has not been violated, therefore interpreting the t-value provided in the equal variances assumed line. it was found out that there is no statistically significant difference between gender t(60.2) = .410, p = .683, even male (m = 2.75, sd = .534) has a higher tiktok consumption than female (m = 2.71, sd = .330). table 8 illustrates the result from the independent t-test analysis used between the level of engagement of the students being independent of gender of bpea students. according to the levene’s test for equality of variances, the sig. value is .884 which is higher than α = .05. this means, that the assumption of equal variance has been violated, therefore interpreting the t-test value provided in the equal variances not assumed line. the results found out that there is no statistically significant difference between gender, t(101) = 1.090, p = 2.77, even female (m =3.35, sd = .425) has a higher level of engagement than male (m= 3.25, sd = .432). table 9 illustrates the table 7: independent t-test analysis on the level of tiktok consumption being independent of gender of bpea students gender n mean sd df t-test sig decision male 41 2.75 .534 60.2 .410 .683 not significant female 62 2.71 .330 table 8: independent t-test analysis on the level of engagement being independent of gender of bpea students gender n mean sd df t-test sig decision male 41 3.35 .425 101 1.090 .277 not significant female 62 3.25 .432 table 9: relationship between tiktok consumption to class engagement correlations engagement r p tiktok consumption .367 <.001 n 103 **. correlation is significant at the 0.01 level (2-tailed). relationship between tiktok consumption and class engagement of bpea students by utilizing pearson correlation coefficient. the results found out that tiktok consumption has a positive significant relationship to class engagement (r = .367, p <.001). the analysis revealed that tiktok consumption has a significant positive relationship with engagement (β = .374, p <.001). tiktok consumption accounts for 13.4% for the variance in the level of engagement of the students f(1, 102) = 15.691, p <.001. https://journals.e-palli.com/home/index.php/ajet pa ge 6 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(1) 1-9, 2022 table 10: linear regression analysis between tiktok consumption and engagement of bpea students model analysis change statistics model r r square adjusted r square std. error of the estimate r square change f change df1 df2 sig. f change 1 .367a .134 .126 .40211 .134 15.691 1 101 .000 a. predictors: (constant), tiktok consumption b. dependent variable: engagement anova model sum of squares df mean square f sig. regression 2.537 1 2.537 15.691 .000b residual 16.331 101 .162 total 18.868 102 a. dependent variable: engagement b. predictors: (constant), tiktok consumption coefficients model unstandardized coefficients standardized coefficients mean square t sig. b std. error beta (constant) 2.277 .261 8.734 .000 tiktok .374 .094 .367 3.961 .000 a. dependent variable: engagement discussion level of tiktok consumption and class engagement of students in the analysis on the response of students regarding their consumption of tiktok, most of the statements that were interpreted as very high and high are those which particularly highlights their responsible and smart use of the said social networking application. based on the analysis, it can be construed that students uses tiktok as a form of entertainment during their break or as a free time activity, and most of the respondents answered that tiktok should not be a hindrance on their academic performance. from the findings of vhatkar & mali (2021a), it was revealed that most of the students use tiktok is only used as pass time activity and for relaxation (jayarathne, n.d.); and should not be a hindrance in their academic engagement and performance. during this pandemic, students cannot carry out activities in school outside their homes that is why tiktok is one of the entertainment chosen to everyday life (putu et al., 2022) by the students. based on the analysis on the response of students regarding their level of engagement during online class, the results yielded that most of the bpea students are participative, attentive, and highly engaged during their classes. this result is highly significant because even we are still in the midst of post-pandemic, students are still highly engaged on their studies even in an online class setting. meaning, the more they are highly participative and engaged in the teaching and learning process, it can result to exceedingly performing students. difference in tiktok consumption and level of engagement according to gender from the independent t-test that was utilized, the result found out that there is no statistically significant difference found between tiktok consumption and gender of students. on the other hand, from the comparison of means, it was found out that male has a higher consumption compare to female students. opposite from the study findings of (montag et al., 2021b), it was seen that female uses the platform more than males. however, the scope of montag et. al. study is more focused on a global scale rather than a specific set of population. result of this finding may be extended to other set of population to confirm if there is a difference in the consumption of the application between gender. ergo, in this study, it can be construed that regardless of gender, both are equal in terms of consumption of the application. it was also found out that there is no statistically significant difference between level of engagement and gender of students. study of nugroho et al. (2021) supported the finding of this study, wherein it was found out that there is no significant difference in the level of student engagement in terms of gender during covid-19 pandemic. findings of baloran et al. (2021) also revealed that there is no statistically significant difference in student engagement in terms of gender in online learning. based https://journals.e-palli.com/home/index.php/ajet pa ge 7 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(1) 1-9, 2022 on the comparison of means, it was found out that males are highly engaged than female students. contrary to the result of korlat et al. (2021), where females are more highly engaged than male students on their online class during this pandemic. hartono et al. (2019) also found out that the score of female engagement is higher than male students on their history subject. overall, based on the t-test analysis, it can be stated that regardless of gender, all bpea students are highly engaged to their online classes. relationship between tiktok consumption and its effect to the level of engagement of students the relationship between tiktok consumption and level of engagement of students was found out to be significantly related based on the pearson correlation coefficient analysis. the findings of this study can be supported by salasac & lobo (2022) that confirms the relationship between the two variables. in the linear regression analysis utilized to determine the effect of tiktok consumption to students’ engagement, the results yielded that tiktok consumption has a significant positive relationship with engagement. it can be construed that tiktok consumption has a positive effect to students’ engagement. supported by the study findings of nepali (2021) revealed that 90% of the respondents have positively retorted that social media (e.g., tiktok) helped them on their academic performance; a result from highly engaged students. the claim of this study can also be supported by the study of hayes et al. (2020), where the findings revealed that tiktok can be used to enhance undergraduate engagement. on contrary, based on the findings of mekler (2021c), it was found out that the more college students spent on tiktok each day, the more they become distracted when they are trying to pay attention in class and complete course works. in this, tiktok can impact college students’ abilities to be able to pay attention in class and get their schoolwork done or may have the possibility of doing worse in class if they have and use the app tiktok, added by mekler. the same result was discovered by vhatkar & mali (2021b), that the said application has a negative impact to management students due to 1-2 hours of daily use for entertainment purposes. it was also found out that students who are obsessed to tiktok, aside from facing less concentration on studies, are more prone to issues such as mental instability and depression (kaur, 2020) conclusions, limitations and future research directions based on the result from the independent t-test analysis, it was found out that there is no statistically significant difference between gender and tiktok consumption. also, there was no significant difference observed between gender and level of engagement. these rejects the hypotheses tested for this study. based on the results, it can be concluded that regardless of gender, both groups are equal in using the application and highly engaged in their online classes. also, from the pearson correlation coefficient analysis performed, the findings revealed that there is a significant relationship found between tiktok consumption and level of class engagement of bpea students. thus, rejecting the hypothesis tested for this study. since most of the responses from the students focuses more on the smart use of the application, it can be concluded that the higher the level of tiktok consumption of students in a smart way, the level of engagement is also increasing. lastly, after the linear regression analysis, the result yielded that there is a positive significant relationship between tiktok consumption and level of engagement of bpea students. in this regard, it can be concluded that tiktok has a positive effect to the level of class engagement of students. the present study on the effect of tiktok consumption to students’ class engagement establishes that the smart consumption of tiktok application may positively increase the level of engagement of students towards their online classes. there are several limitations that this study has. first, this study only focuses on bachelor of performing arts students and does not generalize the entire population of students at city college of angeles. it is highly recommended to include other programs from the institute of education, arts and sciences including from the institute of business and management, and institute of computing studies and library information science to further determine if the results will able to support the findings of this study or not. second, the result of this study may not be applicable in another higher education institution. hence, future researchers may find interest to conduct in-depth studies by comparing the results among different higher education institutions. also, this study may be expanded to primary and secondary educational institutions since tiktok has been widely used by various ages. future researchers table 11: hypothesis testing results hypotheses result interpretation h1 there is no significant difference between gender and tiktok consumption not significant supported h2 there is no significant difference between gender and level of class engagement. not significant supported h3 there is no significant relationship between tiktok consumption and level of class engagement. significant rejected h4 tiktok consumption does not predict the level of class engagement of bpea students. significant rejected *tc-tiktok consumption; ce-class engagement https://journals.e-palli.com/home/index.php/ajet pa ge 8 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(1) 1-9, 2022 may also be curious in adding moderating or mediating variables on the relationship of tiktok consumption and engagement to further determine the relationship between the two variables. recommendations based on the findings revealed in this study, the following are the recommendations: 1.based on the findings of this study, it was found that students are highly using tiktok application positively as a form of entertainment and recreation. even the results turned on a positive note and as a helpful tool, previous conducted studies also revealed its negative effect to students. in this, the institute shall work hand-in-hand with the college guidance and formation office (cgfo) in providing important information about the positive and negative effect (e.g., such as excessive consumption) of using tiktok application through seminars/webinars. 2.numerous studies were conducted about the possible use of tiktok application as an educational tool. in this, instructors and professors may also use this application as another tool to provide a better and more engaging classroom environment. it can be used to disseminate important information about a topic and to showcase students’ talents and understanding of the topic through short video clips. 3.since students were seen as highly engaged in their online classes. teachers should sustain this level by reserving more time for collaborative active learning. in this, students should have more time for collaborative active learning with their peers. students do not need to have everything explained to them upfront – in fact, students learn more when they are given the autonomy to make academic discoveries on their own. 4.students can become active and highly engaged in their own learning if they have structures for autonomy. in the traditional classroom setting, when students are working independently, the instructors’ role is to support the students by checking students’ work and provide coaching and feedback. in this current online class setting, teachers should gradually empower students to self-track their progress, coach their co-classmates, and turn to each other and their resources to seek for an answer to their questions. students quickly become adept at personalizing the learning to one another’s need. 5.students should understand what they are expected to learn and achieve. in connection to this, teachers should provide learning targets, by breaking them into different sections so that students may be able to understand what they are expected to perform by the end of the lesson. targets should be provided with success criteria so that students can self-assess and also track their own learning progress. this creates a structure where students can take ownership on their learning progress. 6.monitor students’ level of engagement and make adjustments if necessary. the most effective way to monitor engagement is to involve students in the process by having them use the learning targets and success criteria provided to them. these keep students to be focused and provide you a concrete way of measuring whether students are engaged in their learning. acknowledgements this study may not be possible without the support of the institute of education, arts and sciences (ieas) and the office of the vice president for research, extension and quality assurance (vpreqa) of city college of angeles (cca), the institute of arts, sciences and teacher education (iaste) of mabalacat city college (mcc) and the physical education, recreation and sports (pers) department of pampanga state agricultural university (psau). sincerest gratitude as well to all students who have participated in this study. references baloran, e. t., hernan, j. t., & taoy, j. s. (2021). course satisfaction and student engagement in online learning amid covid-19 pandemic: a structural equation model.turkish online journal of distance education, 22(4), 1–12. https://doi.org/10.17718/ tojde.1002721 gerald, b. (2018). a brief review of independent, dependent and one sample t-test. international journal of applied mathematics and theoretical physics, 4(2), 50. https://doi.org/10.11648/j.ijamtp.20180402.13 hartono, f. p., sumarno, n. u., & puji, r. p. n. (2019). the level of student engagement based on gender and grade on history subject of senior high school students in jember regency. international journal of scientific and technology research, 8(8), 21–26. hayes, c., stott, k., lamb, k. j., & hurst, g. a. (2020). “making every second count”: utilizing tiktok and systems thinking to facilitate scientific public engagement and contextualization of chemistry at home. journal of chemical education, 97(10), 3858– 3866. https://doi.org/10.1021/acs.jchemed.0c00511 jayarathne, d. n. (n.d.). the factors influencing for the tik tok application usage among youngsters during the epidemic period in sri lanka. retrieved may 29, 2022, from https:// www.academia.edu/66904721/the_factors_ influencing_for_the_tik_tok_application_usage_ among_youngsters_during_the_epidemic_period_ in_sri_lanka kaur, p. (2020). tik-tok : influence on youth in india. palarch’s journal of archaeology of egypt/egyptology, 17(6), 4194–4207. https://archives.palarch.nl/index. php/jae/article/download/1658/1658/3210 korlat, s., kollmayer, m., holzer, j., lüftenegger, m., pelikan, e. r., schober, b., & spiel, c. (2021). gender differences in digital learning during covid-19: competence beliefs, intrinsic value, learning engagement, and perceived teacher support. frontiers in psychology, 12(march 2020), 1–12. https:// doi.org/10.3389/fpsyg.2021.637776 kraemer, h. c., & blasey, c. (2016). linear regression analysis. in how many subjects?: statistical power analysis in research (pp. 73–85). sage publications, https://journals.e-palli.com/home/index.php/ajet pa ge 9 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(1) 1-9, 2022 ltd. https://doi.org/10.4135/9781483398761.n6 mekler, a. (2021). the effects of tiktok use on college student learning. undergraduate review, 16, 19. https:// vc.bridgew.edu/undergrad_rev/vol16/iss1/19 montag, c., yang, h., & elhai, j. d. (2021). on the psychology of tiktok use: a first glimpse from empirical findings. frontiers in public health, 9(march), 1–6. https://doi.org/10.3389/fpubh.2021.641673 nepali, s. 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(2021). an empirical analysis of use of tiktok by management students in pune city. journal of contemporary issues in business and government, 27(2).https://www.cibgp.com/article_10254_ fbc0872b1a3b5b895d07ccdcfa8731a6.pdf https://journals.e-palli.com/home/index.php/ajet pa ge 1 pa ge 53 american journal of education and technology (ajet) academic trust betrayed: unravelling the factors behind lecturers’ vulnerability to social engineering attacks samuel adu-gyimah1 , oliver kufour boansi1, george asante1*, prince clement addo1 volume 4 issue 3, year 2025 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v4i3.4773 https://journals.e-palli.com/home/index.php/ajet article information abstract received: april 07, 2025 accepted: may 03, 2025 published: august 28, 2025 social engineering (se) attacks are the most treacherous cyber-attacks, which are not rooted in the manipulation of code or exploitation of system vulnerabilities but target the human factor, which has historically been the weakest link in the security chain. the school settings that promote collaboration among students and lecturers alike, the openness of sharing information among students and lecturers and the trust built over time in this communities make them vulnerable to se attacks. this study then seeks to investigate how effective cybersecurity education and training intervention has in reducing the susceptibility of se attacks among the staff of higher education. 292 participants were exposed to four types of se attacks (pretexting, phishing, baiting and quid pro quo), before and after the intervention. the results of the study show high reduction in susceptibility to all four attacks with the largest reduction observed in quid pro quo attacks. the intervention shows effective among younger age groups and certain faculties. therefore, showing the need for tailored educational strategies on cybersecurity. the results also show the importance of comprehensive and targeted cybersecurity education in reducing se threats. the study then recommends that future study should explore the long-term effects of such interventions and their potential in diverse contexts. keywords cybersecurity, phishing, pretexting, susceptibility, social engineering attacks 1 department of information technology education, akenten appiah-menka university of skills training and entrepreneurial development, ghana * corresponding author’s e-mail: gasante@aamusted.edu.gh introduction this current era has seen digital transformation in every sector, including education, bringing with it an array of opportunities for innovation, growth and efficiency. these advancements also come with challenges, as the security of information systems has become a critical issue of concern. among the potential threats, one of the most treacherous is not rooted in the manipulation of code or exploiting the vulnerabilities of systems, but rather it targets the users (human) of a system, who happen to be the weakest link in the security chain (adu-gyimah et al, 2022). this threat is se attack. se attack is a cyberattack that employs manipulation techniques by attackers to trick their victims into divulging important information or performing actions that would compromise the integrity of a system (birthriya et al., 2024). se attacks include baiting (singh, 2025), phishing (schmitt & flechais, 2024), pretexting (femi-oyewole et al., 2024), quid pro quo (hussain & abbas, 2025), tailgating (cochran, 2024), etc. each design with some capabilities to psychological trigger to exploit the vulnerabilities of human. se attacks hinge on the trust victims place in their attackers, their quest to be helpful, their weakness to persuasion, their inclination towards fear, and so on. all these make humans easy targets for se attacks (gururaj et al., 2024). attacks on humans render even the most advanced security technological systems or advanced protocols ineffective if the human at the center is successfully compromised. a study conducted by riahi & islam (2024) has shown that users have diverse views and practices concerning information security, all of which can impact their susceptibility to social engineering attacks. (hadan et al., 2024) study provides qualitative data on users’ perceptions of security risks and their responses, underscoring the need for cybersecurity education and training interventions to be tailored to address users’ specific needs and contexts. therefore, this study contributes to the body of knowledge by implementing and evaluating an intervention on cybersecurity education in a higher education setting. the human weakness in se attacks has led to an increase in the frequency and intensity of se attacks on several sectors, of which the education sector has not been spared. the nature of this sector, such as the openness of information sharing, the collaborative nature of work, and the trust inherent within its communities, makes it vulnerable to se attacks. there is, therefore, a need to investigate this problem more thoroughly within the school setting and devise effective strategies to counter it. our reliance on modern technological advancements, coupled with the openness and trust within the school settings, makes the educational sector a prime target for se attacks (mudi, 2024). among the potential targets within the school settings, lecturers stand out as the most to be targeted due to these factors: first of all, they have access to sensitive information ranging from students’ academic data to valuable intellectual properties. also, the role they play demands a high level of collaboration and interaction among both pa ge 54 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(3) 53-61, 2025 students and other staff, which can expose them to an increased risk of se tactics such as phishing, pretexting, quid pro quo, and baiting (creese et al., 2021). secondly, digital competence among lecturers may vary. a lack of cybersecurity awareness and training can make them vulnerable to se attacks (aslan et al., 2023). the constant pursuit of academic glories and the pressure to stay well-informed academically may divert their focus from understanding the evolving landscape of information security threats, therefore increasing their susceptibility to se attacks. studies into the effectiveness of interventions designed to reduce vulnerability to se attacks in school settings remain limited (jeong et al., 2019). therefore, this study seeks to address this research gap by investigating the effectiveness of a cybersecurity education and training intervention among university lecturers. the whole idea of the intervention is to improve awareness and prevention of four types of se attacks: quid pro quo, phishing, baiting, and pretexting. the key hypothesis of the study (h1) is that cybersecurity education and training will largely reduce vulnerability to se attacks among university lecturers. moreover, this study aims to explore the differential impact of the intervention across different demographic groups and faculties (h2). it is hypothesized that the decrease in vulnerability will be greater for certain types of attacks compared to others after the intervention (h3). furthermore, the study expects that the rate of change in vulnerability (from pre to post-intervention) will be greater for age groups who are younger as compared to older age groups, therefore suggesting that younger individuals are more responsive to cybersecurity education and training (h4). these hypotheses fall in line with a previous study suggesting the efficacy of cybersecurity education in reducing susceptibility to cyberattacks (shillair et al., n.d.). this study contributes to the growing body of evidence on the efficacy of cybersecurity education and training in reducing se attacks and extends it by examining the impact of such interventions in a school setting. the findings of the study have important implications for the design of cybersecurity education and training programs in universities and potentially other similar institutions. by establishing which demographic groups and faculties are most responsive to the intervention and which types of attacks are most effectively reduced, the intervention can be further tailored to maximize its effectiveness. literature review social engineering attacks social engineering attacks have become a critical concern in the field of cybersecurity (almutairi et al., 2022). these attacks rely on human interaction to manipulate individuals into breaking standard security practices, thus allowing unauthorized access to systems or data (aslan et al., 2023). se attacks comes in many forms, and a range of tactics from phishing to baiting, pretexting, quid pro quo, tailgating, dustbin diving, shoulder surfing, etc. (gururaj et al., 2024). this section reviews literature around the four types of se attacks used in the study. they are phishing, pretexting, quid pro quo, and baiting. the study simulates these attacks. recently much attention has been drawn to the distractive nature of se attacks and the tactics used in these attacks, just to create awareness. this attention is partly due to an understanding that while technological defenses are essential, they are insufficient in the face of attacks that primarily exploit human psychology (marble et al., 2015). this has led to a growing interest in the role of cybersecurity education and training as a crucial line of defense (aslan et al., 2023; mudi, 2024). phishing attack the most widely studied form of se attack is phishing attack (51 must-know phishing statistics for 2023, n.d.; burita et al., 2021). it is characterized by attempts to trick individuals into giving sensitive information, often through receiving deceptive emails that poses as from legitimate entities (kirda et al., n.d.). this attack has evolved into several sub-forms like ‘vishing’ (voice phishing) (jones et al., 2020), ‘smishing’ (sms phishing) (soykan & energies, 2020), and ‘spear phishing’ (targeted phishing) (al-hamar et al., n.d.; burns et al., 2019), each using unique tactics for deception. pretexting attack a pretexting attack involves creating a fictitious scenario (the pretext) to trick an individual into providing access to information. a pretexting attack relies on building trust with the victim. it uses complex se manipulation techniques (mouton, leenen, & security, 2016) quid pro quo attack quid pro quo attacks, that is, ‘something for something’ attacks, involve an attacker offering some kind of services or giving some forms of benefits in exchange for information or access to a system with fictitious intent. the attacker impersonates a technical support agent and then offers help in exchange for the victim’s login details or other sensitive information (hussain & abbas, 2025). baiting attack baiting attack looks similar to quid pro quo attacks, but involves the giving of something just to use as a ‘bait’ to lure the victim. these things could be an offer of free software downloads, a usb stick left in a public place, or any other interesting thing that could lure someone into falling for the trap (singh, 2025). this study aims to examine the effectiveness of cybersecurity education and training in reducing vulnerability to these different types of se attacks, thereby contributing to the growing body of research in this area. it is through this context that the study’s hypotheses have been formulated. pa ge 55 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(3) 53-61, 2025 social engineering attack in the educational sector se attacks have become a major concern in higher educational institutions worldwide. schools are also attractive targets for cybercriminals due to the openness in their operations and of academic networks that are established among stakeholders, the type of data they hold, and the population they serve (young, technologically adept individuals who may not yet have developed a strong sense of cybersecurity awareness). some empirical evidence supports this claim. a study by the educause center for analysis and research (2021) reported that higher education institutions are among the top three sectors targeted by phishing attacks, making up 6% of all phishing campaigns worldwide (karthikeyan, n.d.; kendall, 2022). similarly, research by proofpoint (2019) highlighted that educational institutions are 4.5 times more likely to suffer from email fraud as compared to other sectors (alawida et al., 2022). also, lallie et al. (2025) in their study analyzed the susceptibility of universities to se attacks, finding that university employees, including lecturers, are often easy targets for these attacks due to their limited awareness of such threats. their study demonstrated the efficacy of using simulated se attacks as a training tool, aligning with the approach taken in our study. furthermore, mouton, venter, and rabe (2016) surveyed university students. they found that while students had a general understanding of se threats, they were deficient in knowledge about specific se attack tactics, therefore potentially vulnerable to such attacks. these, therefore, underpin the importance of the extensive cybersecurity education and training intervention implemented in our study. the gap in the literature even though a considerable number of studies have been done on se and cybersecurity education, some gaps persist in the existing literature. largely, the academic context has been under studied. though numerous studies have researched into the susceptibility of corporations and institutions to se attacks, few have focused specifically on the school settings, mostly on university lecturers (arachchilage & behavior, 2014). given the role of university lecturers in managing sensitive academic records, it is important to understand their vulnerability to se attacks and the effectiveness of interventions in reducing this susceptibility. also, there is no study investigating the relative effectiveness of cybersecurity education across diverse types of se attacks. while some studies have evaluated the impact of such interventions, very few have made comparisons across various se attack types like pretexting, phishing, baiting, and quid pro quo (pfleeger & caputo, 2012). this research aims to bridge this gap by assessing and comparing the effectiveness of the intervention across these four se attack types. additionally, there are insufficient studies that look into the role of demographic factors in se attack vulnerability and intervention effectiveness. this research seeks to address this gap by examining the intervention’s effectiveness across different age groups, genders, and faculty departments. by so doing, it will offer a more comprehensive understanding of who is most vulnerable to these se attacks and how interventions can be best custom-made to different demographic groups. materials and methods participants the participant sample for this study consists of lecturers from the akenten appiah-menka university of skills training and entrepreneurial development aamusted. an experimental research design was adopted using primary experimental data collection, where the participants were informed of the general nature and purpose of the research without going into specifics. this ethical deception was employed to prevent participants from altering their natural behaviour during the course of a study. all participants gave their consent to participate before the commencement of the simulations. based on the american psychological association (apa) guidelines (american psychological association guidelines 7th edition google search, n.d.), the informed consent procedure was designed to ensure that participants are given as much information as necessary to decide whether to participate. no actual sensitive data was collected. most of the data collected included dichotomous values (yes, no; victim, not victim; bait successful, bait fail; active, inactive). a total of 292 participants signed up for the initial experiment with a demographic distribution across age, gender, years of teaching experience, and area of specialization. baseline assessment: a pre-intervention social engineering attack simulation (phishing, pretexting, quid pro quo, and baiting) was conducted on the participant sample to establish a baseline of their vulnerability to these types of attacks. simulation design and execution to assess the effectiveness of our cybersecurity education and training intervention, we needed to accurately measure the participants’ susceptibility to social engineering attacks both before and after the intervention. drawing from the work of kruger and kearney (2006), who developed a model for assessing information security awareness, we designed a simulation exercise that emulated different types of social engineering attacks (kruger & kearney, 2006). this approach allowed us to not only measure the initial level of susceptibility but also to track any changes in susceptibility over time, thereby providing a clear indication of the intervention’s effectiveness. the study involved designing four social engineering attack simulations, each representing one of the following tactics: phishing, pretexting, quid pro quo, and baiting. phishing and pretexting remain one of the top se attack methods, and the reason they were selected. quid pro quo and baiting are less seen in se literature, which makes them less known, and so are those that can be easily used on unsuspecting victims (langlois, 2020). pa ge 56 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(3) 53-61, 2025 each simulation was meticulously designed to replicate real-world social engineering scenarios, and they were executed in a controlled and ethical manner, ensuring the participants’ data security and privacy. phishing was geared towards exploiting trust and authority, pretexting by building credible but fake stories, and quid pro quo using the principle of reciprocity, while our baiting leverages curiosity and greed. this is done to diversify the simulation methods. phishing simulation the phishing simulation involved a simulated email appearing to come from a trusted source within the university, asking the lecturers to click on a link to enter their login credentials for a seemingly legitimate purpose. they were also instructed to click on a similar link for system updates. a self-developed website with a url very similar to the university’s legitimate examination portal was sent through a mirrored university email. pretexting simulation in the pretexting simulation, a researcher posing as a member of the university it unit contacted the lecturers via phone, stating that they needed to confirm their identity for a system update and asked for sensitive information including ip address, username, password, password recovery email, date of birth and providing emails to receive links for system updates among others. quid pro quo simulation the quid pro quo simulation involved offering a service, including free software, promising research funding in exchange for information, and access to academic resources for article downloading in exchange for login credentials or other sensitive information. the offer was made through an email appearing to be from a reputable external organization. baiting simulation the baiting simulation involved leaving a usb drive labelled with an enticing label “confidential”, “exam questions”, “un scholarship and funding”, “annual budget”, “presidential award 2025”, etc., in a place frequented by lecturers. the drive contained a harmless file that, when opened, sent a notification to the researchers, indicating that the bait had been taken. in all simulations, no actual sensitive information was collected or stored; the goal was merely to ascertain whether the lecturer would take the bait. after each simulation, debriefing sessions were held to explain the purpose of the simulation and educate participants about the social engineering tactic used. data collection data was collected based on whether the participants responded to the deceptive prompts in the simulations. in the case of the phishing, pretexting, and quid pro quo simulations, a response was counted if the participant entered any information into the deceptive form or provided (begin to provide) it over the phone. for the baiting simulation, data was collected when the file inside the usb drive was accessed. the participants were randomly assigned so each person can only participate in two of the simulations to deal with carry-over effects at the post-intervention stage. intervention and education after each simulation, participants were debriefed. the participants were taken through a day cybersecurity education and training program aimed at improving awareness and prevention of social engineering attacks this educational component was a critical part of the process, aimed not only to enhance the understanding of the participants but also to increase general awareness about social engineering threats within the university. in designing our cybersecurity education and training intervention, we drew inspiration from practical and engaging approaches employed in previous research. a notable example is the work of kumaraguru et al. (2007), who designed and evaluated a training email system aimed at protecting individuals from phishing attacks (kumaraguru et al., 2007). such practical, contextually relevant interventions have proven to be effective in enhancing individuals’ cybersecurity awareness and skills. in our case, we developed a series of tailored training modules that encompassed the most common types of social engineering attacks, including phishing, pretexting, quid pro quo, and baiting. dealing with carry-over effects the study employed several techniques to deal with carry-over effects. first, the participants were randomly exposed to only two out of the four se attack simulations at the pre-intervention stage. the participants are then exposed to all four simulations at the post-intervention stage to determine if they will be susceptible to all or some of the se attacks. next, the study allowed a 7-week washout period between the preand post-intervention simulations. during this period, participants are not exposed to any conditions of the experiment. the goal is to allow any effects from the previous condition to ‘wear off ’ before the next condition is introduced. finally, we introduced a counterbalance to be certain that any observed effects are due to the simulations themselves, rather than their order of presentation. post-intervention after the 7-week washout period, the post-intervention stage commenced. this stage aimed to assess the effectiveness of the cybersecurity education and training program in improving participants’ awareness and their ability to identify and prevent the four types of social engineering attacks. simulation re-run the same four se attack simulations (phishing, pa ge 57 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(3) 53-61, 2025 pretexting, quid pro quo, and baiting) were run again with all participants. unlike the pre-intervention stage, each participant was exposed to all four simulations this time. the order of the simulations was counterbalanced to control for order effects. data collection as in the pre-intervention stage, the same response criteria were used. the data used were collected based on the participants’ responses to the deceptive prompts in the simulations. debriefing participants were debriefed following the postintervention simulations. the debriefing helped to reinforce the key takeaways from the cybersecurity education and training program, addressing any concerns, and also, providing more advice on the protection against se attacks. data analysis the data from both preand post-intervention stages were compared to assess the efficacy of the intervention. the rate of vulnerability to each type of se attack before and after the intervention was analyzed. moreover, the overall vulnerability rate to any form of the se attacks was evaluated to determine the general efficacy of the intervention across all the se attack types results and discussion the preand post-simulation results are presented in this section. in line with kruger and kearney’s (2006) model for assessing information security awareness, we conducted a comparative analysis of the pre-and postintervention susceptibility rates. this involves analyzing the vulnerability rate to each type of se attack before and after the intervention. the findings were compared to assess the overall efficacy of the intervention across all the four se attack types. the approach helped us to measure the change in information security awareness over time, then providing a vigorous assessment of the intervention’s impact. the results are organized by the type of se attack, with comparisons made between the pre-and post-intervention stages. descriptive statistics table 1 provides an overview of the proportion of participants who fell for each type of the se attacks at the pre-intervention and post-intervention stages. the participants are of a total of 292. table 1: proportion of participants falling for each attack type attack type pre-intervention (n=292) post-intervention (n=292) phishing 186 (63.70%) 92 (31.51%) pretexting 137 (46.92%) 44 (15.07%) quid pro quo 206 (70.55%) 87 (29.79%) baiting 97 (33.22%) 25 (8.56%) n=292 inferential statistics an analysis of the data reveals significant reductions in susceptibility to all types of social engineering attacks from the preto post-intervention stages. there was a significant decrease in susceptibility in all cases with a 32.19 percentage points reduction in phishing attacks from 63.70% to 31.51%. pretexting dropped from 46.92% to 15.07% (31.85 percentage points reduction). similarly, quid pro quo attacks and baiting showed a decrease in susceptibility with 40.76 and 24.66 percentage points decrease respectively. the largest decrease was observed in the case of quid pro quo attacks, which dropped from 70.55% pre-intervention to 29.79% postintervention. table 2 is the result of a paired-sample t-test performed to compare the susceptibility rates, at the pre-and postintervention stages. there has been a statistically significant decrease table 2: paired-sample t-test attack type t-value df p-value phishing 8.65 291 <0.001 pretexting 8.12 291 <0.001 quid pro quo 10.32 291 <0.001 baiting 7.49 291 <0.001 in the susceptibility rates from the preto postintervention stages as shown in the p-values which are all less than 0.001. the t-values indicate the change in the susceptibility rates between the pre and post-intervention stages. higher t-values are an indication of a larger rate of change between the two stages. the results indicate that quid pro quo attacks (t-value = 10.32) saw the highest difference, followed by phishing (t-value = 8.65), pretexting (t-value = 8.12), and baiting (t-value = 7.49). these results indicate that the intervention was highly pa ge 58 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(3) 53-61, 2025 effective in reducing susceptibility to all four types of social engineering attacks among the participants. comparing the results in table 3 to cohen’s benchmarks (cohen, 1988), the effect sizes for all four types of attacks are within the medium to large range, suggesting that the cybersecurity education and training program had a considerable practical significance in reducing susceptibility to these social engineering attacks. we conducted anova to compare the effectiveness of the intervention across the four se attacks followed by a post-hoc comparisons test to investigate which pairs of means are significantly different. table 3: effect sizes for preand post-intervention comparisons attack type m1 sd1 m2 sd2 sdpooled=sqrt [(sd1^2+sd2^2)/2] cohen's d = (m2-m1) / sdpooled phishing 0.6370 0.52 0.3151 0.47 0.495 -0.65 pretexting 0.4692 0.50 0.1507 0.36 0.43 -0.74 quid pro quo 0.7055 0.48 0.2979 0.46 0.47 -0.87 baiting 0.3322 0.47 0.0856 0.28 0.375 -0.66 table 4: anova source of variation ss df ms f p-value f crit between groups 20.25 3 6.75 6.53 0.00032 2.60 within groups 123.50 48 2.57 total 143.75 51 the f-value of 6.53 is greater than the critical f-value of 2.60, and the p-value is less than 0.05. hence, we reject the null hypothesis that there’s no difference in the means and conclude that there’s a significant difference in the susceptibility rates among the different attack types at the 0.05 level of significance. the susceptibility rate to phishing and baiting is significantly different (p<0.05), as well as between quid pro quo and baiting, and pretexting and quid pro quo. the cybersecurity education and training intervention table 5: post-hoc pairwise comparisons attack type (i) attack type (j) mean difference (i-j) std. error sig. phishing pretexting 0.176 0.101 0.073 phishing quid pro quo -0.068 0.101 0.499 phishing baiting 0.304 0.101 0.001 pretexting quid pro quo -0.244 0.101 0.017 pretexting baiting 0.128 0.101 0.202 quid pro quo baiting 0.372 0.101 0.000 table 6: intervention efficacy by demographic group demographic group categories pre-intervention susceptibility (%) post-intervention susceptibility (%) change (%) gender male 65 28 -37 female 62 32 -30 age group below 35 68 30 -38 35-44 66 28 -38 45-54 62 34 -28 55 and above 60 36 -24 faculties technical education 67 31 -36 applied sciences and mathematics 65 24 -41 vocational education 63 33 -30 business education 64 32 -32 education and com. sciences 61 35 -26 n=292 pa ge 59 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(3) 53-61, 2025 significantly reduced susceptibility to social engineering attacks across all demographic groups and faculties. males demonstrated a slightly larger decrease in susceptibility rates than females, with reductions of 37 and 30 percentage points, respectively. the intervention was most effective among younger age groups (“below 35” and “35-44”), with a decrease of 38 percentage points, while the “4554” and “55 and above” groups saw reductions of 28 and 24 percentage points, respectively. among faculties, the largest decrease was observed in the “applied sciences and mathematics” faculty (41 percentage point decrease), and the smallest in the “education and communication sciences” faculty (26 percentage point decrease). interpretation of results our findings indicate a significant decrease in susceptibility to social engineering attacks after the intervention, across all attack types. the t-tests demonstrated significant decreases in susceptibility rates for phishing, pretexting, quid pro quo, and baiting attacks. moreover, the effect size calculations showed large effects for all types of attacks, suggesting that the intervention had a considerable impact. the anova and posthoc tests further revealed significant differences between the preand post-intervention susceptibility rates, strengthening the evidence for the effectiveness of the intervention. lastly, the demographic group analysis showed that all groups experienced a decrease in susceptibility, although there were variations across different demographics and faculties. these findings align with previous research on the impact of cybersecurity awareness and training on reducing vulnerability to social engineering attacks (campbell, 2020; hadlington, 2017). discussion the findings from our study provide strong empirical support for all the proposed hypotheses, thus adding to the growing body of literature on the importance of cybersecurity education and training in mitigating se attacks. as predicted in hypothesis 1, our intervention significantly reduced susceptibility to all types of se attacks examined in this study: phishing, pretexting, quid pro quo, and baiting. this fall in line with previous studies that highlighted the efficacy of cybersecurity education in reducing susceptibility to cyberattacks (vishwanath, 2015; weimann, 2015). hypothesis 2 recommended variation in the efficacy of the intervention across different demographic groups and faculties. our results showed that the decrease in vulnerability is more noticeable among males, those under the age of 35 years, and those from the applied sciences and mathematics and technical education faculties. this then recommends the need for custommade cybersecurity education and training to the precise needs and characteristics of different demographic groups and faculties. corresponding to hypothesis 3, we found that the vulnerability reduction is greater for certain types of se attacks compared to others after the intervention. precisely, vulnerability to phishing and pretexting was decreased more than that to quid pro quo and baiting. this shows that while our intervention is effective across all the se attack types, its efficacy is more noticeable for phishing and pretexting. as hypothesized in hypothesis 5, the rate of change in vulnerability to se attacks was better for younger age groups compared to older ones. this suggests that younger individuals are more responsive to cybersecurity education and training, highlighting the importance of early intervention in this area. the substantial decrease in vulnerability to phishing attacks observed in our study aligns with findings from earlier research. as kumaraguru et al. (2007) demonstrated the effectiveness of an embedded training email system in protecting individuals from phishing attacks. our intervention, which included a comprehensive module on phishing, seems to have been similarly effective. this supports the assertion that practical and engaging training methods can substantially enhance individuals’ ability to recognize and counteract se attacks. our results highlight the need for extensive, tailormade, and early cybersecurity education and training interventions in higher education settings to ease the threats posed by se attacks. the observed variation in vulnerability across different demographic groups and faculties might be explained by the unique views and practices concerning information security that different users hold. aslan et al. (2023) suggested that user perspectives on information security can significantly impact their vulnerability to se attacks. for instance, users from the applied sciences and mathematics faculty were more aware of the risks and better equipped to respond successfully, leading to a more distinct reduction in vulnerability after the intervention. this emphasizes the importance of tailoring cybersecurity education interventions to the precise needs and contexts of different user groups. therefore, future research should extend this work by examining the long-term efficacy of such interventions and exploring their potential in other settings beyond higher education. conclusion in conclusion, our study provides strong evidence for the efficacy of a cybersecurity education and training intervention in reducing vulnerability to se attacks. however, the variations in efficacy across different demographic groups and faculties suggest the need for more custom-made interventions. one possible limitation of the study is the lack of consideration for the hawthorne effect despite the 7-week washout period. future research should consider implementing a longer monitoring period postintervention to assess whether behavioural changes are sustained once participants are no longer conscious of being observed. in case of a future work, we recommend conducting pa ge 60 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(3) 53-61, 2025 similar studies in other settings to validate our findings and assess the generalizability of the intervention, following the calls by alseadoon et al. (2015) for more empirical research in diverse contexts. furthermore, more in-depth studies could be done to understand the underlying reasons for the differences in efficacy across different demographic groups and faculties. lastly, future interventions could incorporate feedback mechanisms or adapt based on an individual’s learning progress to further enhance their efficacy, as suggested by puhakainen and siponen (2010). references 51 must-know phishing statistics for 2023 | it governance. (n.d.). retrieved april 21, 2025, from https://www. itgovernance.co.uk/blog/51-must-know-phishingstatistics-for-2023 adu-gyimah, s., asante, g., & boansi, o. k. (2022). social engineering attacks: a clearer perspective. international journal of computer applications, 975, 8887. al-hamar, y., kolivand, h., tajdini, m., … t. s.-c. & e., & 2021, undefined. 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(2015). terrorism in cyberspace: the next generation. pa ge 1 pa ge 51 american journal of education and technology (ajet) improving students’ achievement and jurisprudential analysis skills: a proposed teaching model based on integrating webquests and the flipped classroom rashid abdul kareem1*, abdul malik alsarraa1, riyadh alhassan1 volume 3 issue 4, year 2024 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v3i4.3394 https://journals.e-palli.com/home/index.php/ajet article information abstract received: july 05, 2024 accepted: august 12, 2024 published: november 20, 2024 this research aimed to examine the effect of a proposed teaching model based on integrating web quests and the flipped classroom on students’ achievement and jurisprudential analysis skills among secondary school students and their attitudes towards it. the study employed a quasi-experimental design to compare achievement and jurisprudential analysis test scores between experimental and control groups. in addition, a qualitative approach was used to determine how students viewed the implementation of the experimental model. the research sample consisted of 89 students, divided into control and experimental groups based on their pre-test scores. as a result, the suggested teaching methodology had a statistically significant favourable influence on academic success in developing jurisprudential analytical abilities, with the experimental group outperforming the control group. moreover, the teaching methodology improved students’ attitudes. the integrated method improves academic achievement and student engagement in jurisprudence. moreover, future research can be enhanced by adopting effective teaching methods for jurisprudence and other sharia science courses, investigating the proposed teaching approach in diverse subjects to improve student performance, enriching the jurisprudence course with real-world examples, and incorporating jurisprudential analysis and debates to enhance students’ critical thinking and evaluation skills. keywords flipped classroom, islamic jurisprudence,teaching models, webquest 1 king saud university, p. o. box 2454, riyadh, 11451, saudi arabia * corresponding author’s e-mail: rkareem@ksu.edu.sa introduction the globe is going through accelerated development in all spheres of life (vasko et al., 2020). one of these expressions is the creation of technical tools and the ensuing amounts of information and renewable methods of knowledge, which have not only altered the modern way of life but also altered some of the methods of learning and teaching diverse cultures and the modern student (colombari & neirotti, 2022). recently, various learner-centred learning modalities have replaced teacher-centred instruction as the predominant education paradigm. teachers adopt the duties of knowledge providers and learning promoters who motivate students to construct knowledge actively (vossen et al., 2020). in recent years, the flipped classroom has become one of the most popular and new teaching methods. it replaces the hands-on teaching found in traditional courses, emphasising guiding students to apply knowledge and attain higher-level learning objectives. teachers have acknowledged the flipped classroom as a creative and successful teaching strategy. it replaces traditional instruction by substituting in-class instruction with at-home practice (al-samarraie et al., 2020). recent studies suggested that the utilisation of flipped classrooms in different subjects assists in improving students’ involvement, metacognition, mood, performance, knowledge, success, and other learning results(ahmed & indurkhya, 2020; al-samarraie et al., 2020; tsai et al., 2020). bergmann and sampson (2012) introduced the flexible classroom concept. they recorded class lectures and posted them online so students could view and review the material more easily. they found great success with this method, encouraging them to continue using it (i.e., showing instructional films online to students before lessons)(chen et al., 2019). the concept of the flipped classroom approach needs to be fully understood; it requires a broad explanation. however, most scholars agree on a few essential points about the flipped classroom. these scholars believe that the flipped classroom has pre-made items (like audio or video) that students can watch or listen to before coming to school. then, these materials are discussed with students (sopamena et al., 2023). the flipped classroom is opposed to the traditional classroom. traditional classroom requires much time to prepare the lesson plans, work on the lesson rules and regulations, formulate the student’s tasks and assignments, and give jobs to students to complete at home (fernándezmartín et al., 2020). in opposition, in a flipped classroom, the instructors prepare and record the lecture beforehand and provide students with a recording to see the course and prepare at home (wang & liu, 2023). it means that in a flipped classroom, the lesson is explained through video segments or any other appropriate educational means that the student observes or interacts with at home or outside of the school, and the lesson time is used to present enough activities to achieve the objectives of the lesson that the student watched at home (tsai et al., 2020). the distinction development of the flipped classroom necessitates incorporating more extensive strategies to improve its efficacy (gillette et al., 2018). with their constructivist foundation, webquests provide a framework consistent with the social constructivist theory, a crucial element absent from the original flipped pa ge 52 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 51-59, 2024 classroom model. zheng et al. (2020) believe that this blend is meant to make the most of the technologybased learning that students do outside of school so that they can use class time for engaging tasks and reviewing what they have learned (zheng et al., 2020). moreover, integrating webquests can address skill development, particularly in crucial areas such as jurisprudential analysis, thereby contributing to enhanced academic achievement by enhancing students’ analytical abilities and motivation to learn (mcdermott et al., 2021). this cognitive approach is based on piaget’s cognitive constructive theory. this theory means that knowledge constructivism can be designed for individual or collaborative settings, is suitable for all educational stages, and must provide actual tasks related to the courses or curriculum.” it is not a distinct educational endeavour (hanfstingl et al., 2019). since the webquest model is grounded in cognitive constructivist theory, the inventors of the flipped classroom strategy, bergman and sams, did not explicitly reference any learning theory during its development. this presents an opportunity to incorporate the social constructivist approach into the integrated teaching paradigm, as social constructivism emphasises the role of social interaction in the learning process, in contrast to cognitive constructivism’s emphasis on individual cognitive development. incorporating social constructivist principles, this research corresponds with a design strategy comparable to jaynes’ 2017 study, which utilised social constructivist theory to develop the flipped classroom model (jaynes, 2017). in saudi arabia, secondary schools need to strengthen jurisprudence teaching. many teaching approaches must engage students in current topics and encourage critical thinking (an le & hockey, 2022). this research examined a teaching paradigm combining the flipped classroom and webquest strategies with current technologies to improve secondary school jurisprudence students’ academic performance, develop their jurisprudential analysis skills, and examine their attitudes toward the model. this research gave sharia science supervisor’s current jurisprudence teaching methods and opened doors for technology integration research in education. this research addressed the educational community’s demand for teaching methods that satisfy changing academic needs and extend social constructivism-based teaching. research question this research is based on examining the following research question: how do secondary school jurisprudence students’ academic accomplishment and jurisprudential analytical abilities change when flipped classrooms and webquests are used, and what are their reactions toward this integrated teaching model? research hypothesis this research includes the following two hypotheses: 1) no significant differences (p-value < 0.05) between experimental and control group students’ postachievement exam results in the jurisprudence course. 2) no significant differences (p-value < 0.05) in average scores between experimental groups in the pre-and posttests for improving jurisprudential analytical skills in the course. literature review social constructivist theory social constructivism is a theoretical framework for learning that places emphasis on the active role of people in constructing knowledge and understanding. this process occurs through interactions and sharing experiences (singh et al., 2022). lev vygotsky established it and continues to impact the field of education. this theory contrasts the previously prevalent behaviourist paradigm, emphasising unidirectional learning and teacher-centred practices (servant-miklos & noordegraaf-eelens, 2021). the theoretical framework of social constructivism encompasses three primary orientations: cognitive constructivism this theory emphasises the mental construction of knowledge and the function of cognitive processes in learning. the theory suggests that learners engage in active knowledge construction rather than passive information acquisition from the surrounding environment (sari, 2019). social constructivism this theory emphasises the importance of social interaction and society in education. it contends that mental development is dependent on social context and interpersonal interaction. as a result of external interactions, learning is viewed as a collective process (lorenz et al., 2020). radical constructivism this theory is based on philosophy and connects philosophy and meaning to learning. it views learning as a dynamic process in which individuals adapt to approaches through their experiences (michaelian & sant’anna, 2021). social constructivist theory is distinguished from other learning theories by its central concepts and characteristics. at its foundation is the zone of proximal development (zpd), which identifies the phases between the independent performance of a learner and their potential with expert guidance (margolis, 2020). suhendi et al. (2021) mentioned that in contrast to cognitive constructivism, which concentrates on the individual construction of knowledge, social constructivism emphasises the importance of social interaction and society in a learner’s mental development. according to this theory, learning begins on the outside and moves inward (suhendi et al., 2021). it emphasises the internalisation of knowledge through observation, in pa ge 53 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 51-59, 2024 which students adopt behaviours by observing others and implementing them in similar situations. moreover, the theory places a significant value on cognitive processes, promoting learners’ comprehension of the mental mechanisms they employ in different learning situations, thereby cultivating reflection and self-awareness (almasi & zhu, 2020; egbewole et al., 2024). subsequently, it also emphasises the importance of language in thinking and learning, emphasising that language is intrinsic to these cognitive processes and essential to successful idea exchange and understanding in a social setting (middleton et al., 2019). webquests cognitive journeys, also known as webquests, were introduced by bernie dodge and tom march as a novel educational strategy in 1995. these journeys are planned research exercises meant to be used with the internet to teach through questioning, exploring, and learning (syzko et al., 2020). the main idea behind this approach is to help students learn how to do active study and discovery (syarif et al., 2020). tom march refined the concept by defining it as a structure for learning that encourages students to investigate and develop their insights by studying authentic learning assignments through webbased information sources (puthikanon, 2009). there are two primary categories of webquests: short-term and extended. short-term journeys consist of one to four sessions centred on information access, comprehension, and retrieval. long-distance journeys last a week to a month and delve into more complex concerns requiring superior cognitive abilities (thomopoulos et al., 2021). webquests, despite their benefits, such as fostering innovative thinking, improving information literacy, and encouraging collaborative work, require access to computers and abilities, posing potential limitations (fernandez lopez & antoli, 2020). instructors play a vital role in organising these excursions, from selecting topics to directing students’ activities and assessing their progress (stites et al., 2019). there are optional stages in constructing webquests, but a fundamental framework involves outlining the lesson, recognising information sources, clarifying tasks, defining processes, and establishing evaluation criteria. in addition, the teacher has to guarantee that topics are open-ended, debatable, and pertinent to students’ skill and knowledge development. the approach emphasises cooperative learning, critical reasoning, and knowledge application (khaleghi et al., 2021). flipped classroom strategy the flipped classroom strategy, which acquired popularity in the early 1990s, entails students accessing pre-recorded lessons at home, followed by in-class group activities. jonathan bergman and aaron sams were crucial in promoting this strategy by making teachings available to students who may have missed classes (tsai et al., 2020). the approach has many benefits, including more contact between teachers and students, more effortless adjustment to new technology, encouraging students to keep an eye on themselves, better communication between parents and schools, and the ability to accommodate different learning speeds (kimmelmann & lang, 2019; palmerola, 2024). it also enables students to take control of their learning, improves subject comprehension, and promotes the growth of personal qualities. despite the numerous advantages of the flipped classroom, such as improved teacher-student interaction and support for modern technology, several challenges must be addressed, such as the possibility of neglecting other aspects of the educational process (kimmelmann & lang, 2019). concerns about too much schoolwork, the need for students to access computers and the internet, teachers’ changed ideas about how possible it is, and the need for enough training for teachers are all problems. in addition, the strategy may increase educational costs and necessitate the practical application of various instruments (mingorance estrada et al., 2019). proposed teaching model the proposed teaching approach incorporates flipped learning, webquests, and social constructivist theory to meet students’ diverse educational and mental requirements. it changes the traditional roles of teachers and schools by stressing that schools are learning resources and teachers are educational facilitators. the model seeks to improve students’ learning outcomes while compensating for the rising cost of education(ahmed & indurkhya, 2020). the research emphasises specific criteria, such as content clarity, flexibility, realism, and adaptability to various educational contexts, to develop an effective teaching model. like other instructional design models, this model includes input, process, and output elements, feedback mechanisms, and the ability to adapt to diverse requirements. the model consists of three main axes: the first concentrates on the family environment, the second on the educational environment, and the third on evaluation, input, and modification of teaching practices. in the initial phase, students are assigned creative duties, divide the lesson into tasks, participate in introduction tasks, identify sources, and reflect on the lesson’s problem. this phase encourages students to think independently and identify problems. in the second stage, activity documents consolidate students’ knowledge and stimulate class discussion. the instructor facilitates group activities and guides students through the problem of the lesson. the instructor supervises the completion of activity pages, and the lesson culminates with a concluding discussion, analysis of divergent viewpoints, and evaluation. in the third stage, you will look at how well the lesson went and change how you teach. the instructor concludes the lecture by evaluating student performance, providing feedback, and modifying the model based on the evaluation outcomes. a website also maintains pa ge 54 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 51-59, 2024 a teacher’s page for communication with students. this instructional model provides a holistic approach that prioritises student participation, collaborative learning, and adaptability, fostering successful and meaningful educational experiences. matarials and methods research methodology the research investigation employed a mixed methodology. a mixed research design collects, analyses, and combines quantitative and qualitative data within a single study to learn about a research problem. it used mixed explanatory research (ryba et al., 2022). the quasi-experimental method was explicitly chosen for the quantitative analysis because, as al-assaf (1427 ah) states, selection, and assignment are not random, and external variables are not controlled as much as in experimental designs (alassaf, 1995). the research utilized a quasi-experimental design comprising a single posttest with two unequal experimental groups. furthermore, qualitative research examines how an individual feels, what that experience means to him, and how he transforms that experience into awareness at the individual or group level. this seeks to grasp the meaning of a phenomenon among persons. table 1: sample size m group division relative sample absolute sample percentage 1 experimental 21 45 45 50.57% 2 control group 22 44 44 49.43% total 89 89 100% table 2: average score of experimental and control group group no of students sma standard deviation value significance level experimental group 45 7.12 2.70 -0.1666 0.887 control group 44 7.06 2.73 research population in riyadh, 46,806 male secondary school students were enrolled in general education during the academic year 2019. this data was taken from the official statistical guide for public administration from the ministry of education. research sample size imam al-shawkani high school in riyadh was chosen to apply the mixed method approach of the research because it received the excellence award at the school level and the hamdan bin rashid award for excellence in educational performance in the field of school and distinguished school administration in 2014. the data collection was performed from may 2022 to december 2022. the school administration and instructors also supported the experiment by randomly selecting three classrooms. two classes from jurisprudence 1 were randomly chosen to experiment. all experimental group students were interviewed qualitatively for the research. the secondary stage was selected to offer the curriculum framework, allowing teachers to instruct students daily and get to know them better. table 1 lists the control and experimental groups’ student counts research variables the present research included two levels of the independent variable: the first level is the innovative teaching model that combines flipped classrooms and webquests, and the second level is the traditional method of instruction. the dependent variables included academic achievement, legal analysis skills, and the propensity to adopt the proposed teaching model. equivalence of group the equality of the subjects in jurisprudence 1 was checked by using the t-test for independent samples to compare the groups on the first and second tests that the teacher offered his students before the experiment. the results were as follows after taking out the students who didn’t show up for one of the tests: table 2 shows that the first group averages (7.12) degrees while the second group averages (7.06). although there is a difference in the standard between the two groups, the significance level of the test (t) is (0.887), which is greater than (0.05), meaning that there are no statistically significant differences in the scores of students in the two groups. statistical analysis approach various statistical processing techniques were employed to address the primary research questions, which centred on the impact of the teaching model on students’ academic achievement and jurisprudential analysis skills. first, it evaluated the simplicity or difficulty of the achievement exam and the test for developing skills in jurisprudential analysis. second, the discrimination coefficient was calculated to ascertain the ability of test items to differentiate between pupils with high and low performance. in addition, using the split-half method, the spearman-brown equation was utilised to estimate the reliability of the achievement test and the test for learning abilities in jurisprudential analysis. the t-test for independent samples was then used to compare the performance of groups on pre-tests and post-experiment assessments, confirming the research hypotheses involving academic achievement and legal analysis skills. pa ge 55 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 51-59, 2024 these statistical methods were essential for assessing the impact of the instructional model on the desired outcomes. ethical consideration the researcher protected the anonymity and confidentiality of respondents in consideration of the ethical implications of collecting primary data. all selected respondents gave their informed consent, ensuring the confidentiality of their personal information throughout the research. additionally, institution identities were kept confidential. moreover, the research was approved and reviewed by the king saud university. results and discussion first question the first sub-question: how does an integration-based teaching paradigm affect? to address this question, a t-test proved the first hypothesis, which is compatible with the quasi-experimental design of the study sample: first hypothesis no significant differences (p-value < 0.05) exist between experimental and control group students’ postachievement exam results in jurisprudence course 1. the results of the experimental group are shown in table 3. the -t-test was utilised to demonstrate statistically significant differences in the grade point averages of the students in the control group. the results of the experimental group are shown in table 3: table 3: results of the independent samples t-test for differences test control group experimental group value significance value number average arithmetic standard deviation number average arithmetic standard deviatio the collection 37 11.89 4.13 38 14.08 2.60 -2.916 0.005 table 4: results of the paired samples t-test for variances between the scores of the experimental group students test tribal after me value significance value number average arithmetic standard deviation number average arithmetic standard deviatio jurisprudential analysis 37 3.12 3.07 37 6.40 3.80 -3.461 0.002 the analysis of table (5) reveals that the significance level of the t-test is 0.005, which is lower than the conventional threshold of 0.05, indicating that there are statistically significant differences between the grades of the control group (11.89) and the experimental group (14.08). these differences favour the experimental group, thus refuting the initial hypothesis. the findings support that the proposed teaching model, incorporating the flipped classroom and webquests strategies, positively impacts the academic achievement of high school students enrolled in the introduction to jurisprudence course. second question the second sub-question: how does a suggested teaching paradigm that integrates flipped classroom and web quest tactics affect it? a t-test validated the first hypothesis, which is compatible with the quasi-experimental design of the study sample, according to the second hypothesis: the second hypothesis there are no significant differences (p-value < 0.05) in average scores across experimental groups in the pre-and post-tests for improving jurisprudential analytical skills in course 1. a paired-sample t-test was used to change statistically significant changes between the experimental group students’ average scores on the pre-test and post-test for jurisprudential analysis. the results are shown in table no. (4) which is as follows: table 6, the results of the paired samples t-test demonstrate the statistical significance of the t-test (0.002), indicating that there are substantial differences between the pre-test (3.12) and post-test (6.40) scores of the experimental group students regarding the development of jurisprudential analysis skills. these distinctions favour the post-test and result in the rejection of the second hypothesis. in response to the second subquestion of the research, it is evident that the proposed teaching model, which combines the flipped classroom and webquests strategies, has a positive impact on improving the skill of jurisprudential analysis among high school students enrolled in the jurisprudence 1 course. third question the third sub-question: what are students’ attitudes towards applying the model and its results? to answer a specific research question, an open-ended interview form was created. the form was created by considering various factors, including student responses on google pa ge 56 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 51-59, 2024 classes, a review of school activity records, direct conversations with students, and discussions with the subject teacher about daily challenges and student interactions. after conducting these interviews and using the theoretical framework of the research, an open-ended interview form was distributed to the experimental group students immediately following the experiment. the collected responses were analysed, leading to a follow-up questionnaire designed to probe deeper into particular issues raised in the initial interviews. this procedure included both individual and group interviews, in addition to separate responses from each student. twenty questionnaires were collected in total. analysing these qualitative data was an ongoing procedure that began with the first interview and continued until this analysis was prepared. this research analysis concentrated on three key aspects: first, a description of the collected data; second, an analysis of the data to identify crucial elements in students’ attitudes towards the experiment; and third, an explanation of the students’ positions and justifications. furthermore, the questionnaires focused on three primary areas: behavioural aspects, which assessed how students engaged with scientific tasks and discussions in the classroom; cognitive elements, which evaluated their scientific understanding and comprehension; and emotional aspects, which were the primary focus. while emotional factors were the primary objective, the other factors provided additional insights and supported interpreting the results. the researcher followed a structured methodology based on al-abdul karim’s (1433 ah) phases of data analysis, which included data organisation, classification, coding, note-taking, identifying formats and patterns, formulating results, and verifying the findings. this procedure enabled a thorough investigation of the student’s perspectives on the experiment. several significant stages comprised the researcher’s data analysis procedure. first, the data was organised by categorising the primary and follow-up interview forms and the student’s responses on the school activity documents. the data was then classified and coded based on student motivation levels, differentiating between highly motivated and less motivated students. this classification evaluated the integrity of student interactions and enthusiasm and provided a comprehensive view of the data. the coding procedure employed colour-coding, specifically green, to identify expressions of support, approval, or rejection, particularly when accompanied by justifications. the findings demonstrated that students frequently hold opinions comprising support and criticism. the distribution of questionnaires yielded an equal number of highand low-motivation responses, with the proximity of the experiment to the preparation period for achievement tests adding to the experiment’s complexity. despite obstacles and difficulties, students were generally enthusiastic about the experiment. some students initially needed help comprehending the nature of the teachings during the introductory phase, which negatively impacted their interaction. contrary to the experiment’s purpose of promoting research and open-ended responses, some students favoured objective queries over essay-style tasks regarding performance tasks. moreover, some students found classroom discussion groups could have been more interesting, while others enjoyed them. some students needed help with jurisprudential analysis, which caused them to dislike the experiment. the teacher’s use of the guide gave the lesson an organised look, and the final test pushed the students to do their best. students viewed the repetition of information in the courses favourably, as it enhanced memorisation and enjoyment. students generally appreciated the wellprepared performance and activity tasks and suggested a flexible assignment schedule to accommodate their daily schedules. research results the research revealed statistically significant differences between the control and experimental groups on the jurisprudence 1-course achievement test. more than that, there were statistically significant changes between the experimental group students’ average scores on the jurisprudential analysis skill tests before and after the intervention. the interpretation of these results incorporated multiple factors that contributed to the efficacy of the proposed instructional model, which combined webquests and flipped classroom strategies. the research demonstrated that the proposed model was incorporated into multiple facets of students’ lives, utilising modern technology to motivate and engage them in learning. the electronic preparation of the experiment, simple access to electronic performance tasks via google classrooms, and flexible learning approaches were significant contributors to the model’s success. in addition, the emphasis was placed on student enthusiasm, active participation, and contemporary jurisprudential issues. discussion this research has revealed several key results. firstly, it has supported executing a teaching-based framework combining flipped classroom and webquest strategies. according to the result, this combination significantly impacts academic achievement in the jurisprudence 1 course. the experimental group performed better than the control group, indicating the efficacy of this educational model. several previous studies have demonstrated the viability of classroom strategies. webquest, teaching models based on social constructivist theory, and studies in the jurisprudence course that rely on the use of modern technology have a positive effect on enhancing academic achievement (kadonsi et al.; tosun, 2023; voshaar et al., 2023). the research (ibañez & pentang, 2021)is one of these studies in activating social constructivist theory in teaching. according to pa ge 57 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 51-59, 2024 this study, socio-constructivist learning is more likely to enhance students’ attitudes toward fractions, promote prosocial behaviour among students, and increase students’ participation in classroom activities. several studies have shown the flipped classroom approach’s efficacy in education, highlighting its favourable influence on students’ academic performance(al-samarraie et al., 2020; shiau et al., 2018). shiau et al. (2018) study demonstrated that the flipped classroom approach offered greater flexibility and applied learning opportunities for students at home and during discussion sections, with no significant difference in examination scores or student evaluation of the course compared to the standard format. similarly, al-samarraie et al. (2020) indicated that flipped classrooms can improve students’ involvement, metacognition, attitude, performance, comprehension, and accomplishment, among other learning outcomes. these studies showed that smart boards, multimedia, and the constructivist learning methodology improve jurisprudence student performance. consequently, the results of this study were obtained in the context of previous research, as the model’s components include all axes from these earlier studies. the findings also revealed that the proposed teaching model had a considerable influence on students’ development of jurisprudential analytical abilities, as shown by a significant improvement in post-test scores compared to pre-test scores. this result aligns with (badriyah et al., 2020), which depicted that using the jurisprudential inquiry learning model significantly impacts student’s critical thinking, as measured by formulating conclusions, questions, problems, and alternative solutions. similarly, mukuka et al. (2021) indicated the necessity of choosing a teaching method that not only focuses on developing students’ cognitive abilities, such as mathematical reasoning, but also promotes students’ affective attributes, such as mathematics self-efficacy beliefs (mukuka et al., 2021). these past studies support this research hypothesis that combining flipped classrooms and webquest greatly influences students’ analytical skills. furthermore, students’ attitudes regarding applying the model and its outcomes were generally positive. while some students initially encountered difficulties and had different preferences, the overall experience was viewed positively, with an appreciation for wellprepared performance and activity tasks and suggestions for a flexible assignment schedule. romero garcía et al. (2018) showed that implementing the flipped model and the webquests implementation improves student satisfaction, increases academic performance, and fosters extremely positive student attitudes (romero garcía et al., 2018). moreover, tonkin et al. (2019) this study result (tonkin et al., 2019). the study makes a compelling case for flipping the l2 classroom by correlating these findings with research demonstrating that flipped teaching models reduce or help manage cognitive stress. therefore, these findings suggest that the proposed teaching model enhances students’ academic performance and analytical abilities and promotes a positive attitude. limitation limitations of the study include a relatively small sample size from only one school, which may limit the universality of the findings. in addition, the research utilised self-reported student attitudes and feedback, which may have been affected by social desirability bias, thereby diminishing the reliability of responses. another limitation is that the research was limited to secondary school pupils in a specific region of saudi arabia, which may not have accounted for potential differences in educational settings. recommendations the following recommendations can be made in light of the findings of the present research: • adopting teaching methods for jurisprudence courses in particular and sharia science courses in general due to their impact on enhancing academic performance. • studying the suggested teaching approach in other fields as it improves student performance. • developing the jurisprudence course better using real-life examples that connect the students’ learning to their own lives. • incorporating jurisprudential analysis steps and disagreements in the course to improve students’ ability to analyse and evaluate different perspectives, in line with research on the most effective teaching models. conclusion this research demonstrated that incorporating the flipped classroom and webquests strategies into teaching jurisprudence significantly enhanced secondary school student’s academic achievement and jurisprudential analysis skills. the results indicated that this innovative instructional model increases student engagement, motivation, and performance. these results are encouraging and demonstrate the potential of this teaching paradigm to improve education, stimulate critical thinking, and adapt to the changing requirements of contemporary students in saudi arabia and worldwide. references ahmed, m., & indurkhya, b. 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(2020). a pilot study examining the impact of collaborative mind mapping strategy in a flipped classroom: learning achievement, self-efficacy, motivation, and students’ acceptance. educational technology research and development, 68, 3527-3545. pa ge 1 pa ge 71 american journal of education and technology (ajet) the impact of social media usage on academic performance: a study of the professional educational diploma program in uae azhar shater1*, maryam ahmed abualrish1, marwa mohammed abdullah al_manei2 volume 3 issue 3, year 2024 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v3i3.2996 https://journals.e-palli.com/home/index.php/ajet article information abstract received: july 16, 2024 accepted: august 21, 2024 published: august 24, 2024 in this modern age, social media plays a crucial role in the development of society. this technological reform has also influenced the educational sector, which has had several impacts. therefore, this study investigates perceptions regarding the impact of social media on academic performance among a sample of 231 individuals. a descriptive approach was used to conduct the analysis, which revealed the participant’s perception of both positive and negative impacts of social media on academic performance, with statistically significant effects observed. effect sizes indicate moderate to large magnitudes of these impacts, emphasizing their practical significance. furthermore, strong positive correlations are found between perceptions of negative and positive impacts of social media on academic performance, highlighting the multidimensional nature of individuals’ views. the study also has limitations, which include sampling bias and reliance on self-reported measures. meanwhile, these insights contribute to a better understanding the complex relationship between social media and academic performance, informing strategies for promoting positive educational outcomes in the digital age. keywords social media, academic performance, professional education, diploma 1 al ain university, college of education, humanities and social sciences, united arab emirates 2 masqat university, oman * corresponding author’s e-mail: azhaaar77@gmail.com introduction social media plays a crucial and diverse role in various aspects of individuals’ lives, communities, and organizations (kapoor et al., 2018). according to swart et al. (2019), social media platforms allow instant communication with friends, family, colleagues, and communities across geographical boundaries (swart et al., 2019). these platforms enable individuals to share real-time updates, messages, photos, and real-time,ster relationships, and develop social connections (garg & pahuja, 2020). it has both negative and positive impacts, mainly depending on the purpose of usage and consumption (bekalu et al., 2019; beyens et al., 2021). this study investigates the effects of social media usage on academic performance specifically. the complex relationship between social media and academic performance has several effects, which include distraction, reduced study time, sleep disruption, and impaired cognitive function and learning efficiency; on the other hand, social media increases collaborative learning, information sharing, and access to the educational resources (al-rahmi et al., 2018; ansari & khan, 2020; astatke et al., 2023; kumar et al., 2021; masood et al., 2020; mehta, 2022). this study investigates the impact of social media on academic performance in the context of professional education by examining the perspective of those enrolled in the professional educational diploma program at uae. according to dipaola & wagner (2018), professional education is mandatory to excel in every field (dipaola & wagner, 2018). it provides specific skills and knowledge that equip individuals to compete in the global market (garcía-pérez et al., 2021). professional education varies according to the skill set required for a specific field, such as technical skills in engineering, clinical skills in healthcare, or managerial business skills (demirkan & spohrer, 2018; gurcan & cagiltay, 2019; li, 2022). professional education increases opportunities for career advancement and often leads to promotions, salary increases and access to leadership roles within organizations (lee & lee, 2018). organizations are constantly evolve due to technological advancements, regulation changes, and consumer preference shifts (hanelt et al., 2021). professional education helps individuals stay abreast of these changes and adapt their skills and knowledge according to the requirements (smith & gillespie, 2023). it also provides opportunities for networking with peers, instructors, and industry professionals. these connections lead individuals to job opportunities, mentorship, and collaborations that enhance career prospects (ansari & khan, 2020). this study comprehensively explains how social media affects academic performance in the professional educational diploma program. the study’s findings inform educational practitioners to develop effective policies within the professional educational diploma program at al ain university. the results also guide the development of support services for students, such as workshops on time management and digital literacy skills. these services help students balance social media usage and academic responsibilities, ultimately improving their academic performance. the study also provides a guideline for educators to design curriculum within the diploma program by integrating lessons on digital citizenship, critical thinking and responsible social media usage to help students navigate the digital landscape effectively. the study also contributes to the existing body of knowledge in education and social sciences. pa ge 72 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 71-79, 2024 literature review social media is a collection of online communication channels dedicated to community-based input, interaction, content-sharing and collaboration (ukomadu, 2018). some examples of social media include wikis, social networking, forums, microblogging, social bookmarking, and programs for social curating (duong, 2020). popular social media platforms include wikipedia, linkedin, reddit, pinterest, facebook, twitter, and google+ (karle, 2020). social networking has become a common global trend, and its scope has extended to almost every corner of the world (ansari & khan, 2020). social networking sites have spread and developed into online platforms; people are creating, sharing, bookmarking, and communicating content at an astonishing rate, and prominent social media users are in demand (bayrakdar et al., 2020). technology is important in a student’s life (tushetti, 2020). according to bharucha (2018), students can access more helpful information by connecting with learning groups and other handy educational systems when using social media in the classroom (bharucha, 2018). social media platforms provide educational institutions and students with numerous ways to enhance their teaching methods. students have appropriate access to high-quality information on the school environment, departments, faculties, rules, and regulations using online resources, including the school website (kuchyn et al., 2021). it has been noted that social media provides a quicker and more expansive way to disseminate information to the broader public and students at a school (arceneaux & dinu, 2018). according to latif et al. (2019), students spend more time on social media because they have free access to the internet with their smartphones at any time (latif et al., 2019). studies suggest that students use social media for different purposes, such as communicating, watching movies, listening to music, finding information for educational purposes, and playing online games (kesici & tunç, 2018). aside from these purposes, studies revealed that students use the internet and social media for learning (ansari & khan, 2020; moghavvemi et al., 2018). students took help from the internet to solve their assignments because they access a vast amount of books and different materials irrespective of the traditional way of going to the library and reading books to understand and solve the assignment (barak & assal, 2018; sun et al., 2018). role of social media in education social media networks exchange and generate knowledge, which add great value in the context of higher education (zachos et al., 2018). social networking is a big part of schooling and college life. through social media, information can now be accessed, provided, and communicated with more ease and convenience. (mchaney, 2023). professors expand their use of social media by hosting live lectures or providing student support outside office hours, and social media helps teachers connect with their students off campus and with their previous students (bender, 2023). educators leverage social media to facilitate learning by setting up student accounts and groups with conveniently accessible content. instructors exchange ideas and forward requests via skype, facebook, linkedin, and whatsapp (aduba & mayowa-adebara, 2022). teachers create hashtags that allow students to tag their academic posts and view the submissions to see what the group has produced creatively. social media is integrated into classroom teaching at every college and university to the greatest extent possible, including admissions, campus life and alums relationships (benson & morgan, 2018). education uses open social practices like blogging and social media like facebook, twitter, and google+ to facilitate easy communication with peer groups and possibly with people outside of the classroom, like subject matter experts and other students interested in the same topic (malik et al., 2019). the fact that social media are generally open to the world means the need to consider the risks of openness carefully, as well as the need to constantly communicate with the student to address their academic affairs and deal with issues related to the use of social media as they arise (pope et al., 2019). a new area of social media focusing on relationship building grew in popularity with demand outside the classroom. one study reported that using social media tools improved students’ learning opportunities, allowed for real-time communication outside of the school, and enhanced opportunities for collaboration and creativity (vilarinho-pereira et al., 2021). students engage in online discussions with teachers after watching educational videos or sharing information about what they have seen and learnt. educators also gain knowledge from requests made in social media conversations (ansari & khan, 2020). positive and negative use of social media modern societies have witnessed the phenomenon of people’s online use of social networking sites in a remarkable way. these sites have become widespread, especially among university students, and have diverse uses. some use them positively and others negatively, despite these sites’ many benefits in exchanging communications and knowledge. they also provide help to communicate with different people and communities, to get to know each other, send messages, and receive news, topics, and everything new in their arena; however, they constitute a source of real danger to social relationships, and they also lead to isolation and disintegration of the fabric of social life, and this extends to non-compliance with the laws prevailing in society, especially by the youth group (abijaoude et al., 2020). students in schools also use social media on a large scale, which affects the student’s social and academic life. hence, this study aims to investigate the impact of social media on academic performance, which helps improve students’ performance in the professional diploma program at al ain university. pa ge 73 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 71-79, 2024 previous studies have addressed the relationship between the use of social media and each of the following variables: grade, gender, level of achievement, the number of hours, and the type of medium (alblwi et al., 2021; booker et al., 2018; oguguo et al., 2020). at the same time, this study examines the impact of social media on the academic performance of professional educational diploma program students in the context of language learning, which contributes valuable information to the literature and also provides a guideline to develop effective policies regarding the use of social media. bou-hamad (2020) investigated the impact of social media on students’ academic achievement in terms of cumulative gpa. this study has shown a negative correlation between the use of social media and academic performance in terms of gpa, which reflects that the more time a student spends on social media, the less time a student spends on academic work (bou-hamad, 2020). according to david robert skvarc et al. (2021), social media platforms improve student academic performance, communication, interaction, participation, and self-directed learning (david robert skvarc et al., 2021). sarker et al. (2021) conducted a study at the islamic university of bangladesh to examine the impact of social media on academic performance. the study’s results suggested that almost all students of the islamic university of bangladesh have access to the internet, and most use various social media, which slightly negatively impacts their academic performance. the results also indicate that the student must balance chatting with academic activities (sarker et al., 2019). kapoor et al. (2018) conducted a comparative study that identified the impact of social media on students’ academic performance and social life. on the other hand, it positively impacts the development of their personality and social life at school (kapoor et al., 2018). kircaburun et al. (2020) conducted a study to determine the extent to which the excessive use of social media affects university applications in their personal and social lives. some important results of the study show that students spend more than an hour a day using social media and facebook, among all other social media activities (kircaburun et al., 2020). social media has several effects on students, including that it reduces concentration in studies and affects a student’s academic performance. the use of social networks leads to decreased physical activity and health problems, and one of its negative aspects is that it reduces and destroys social skills (habes et al., 2018; keles et al., 2020; twenge et al., 2018). according to azizi et al. (2019), social media affects academic performance, mental health, and social relationships (azizi et al., 2019). social media provides opportunities for social networking, online communication, support, and self-expression (bailey et al., 2020). however, social media negatively impacts academics, including distraction, procrastination, and time management issues (türel & dokumaci, 2022). when reviewing previous studies, the researcher found that some studies indicated positive trends towards the use of social media, while some studies have suggested that using social media has both positive and negative at the same time. therefore, this study examines the impact of social media on academic performance by incorporating the point of view of professional educational diploma program students of uae. figure 1: conceptual framework hypothesis development the following hypothesis was developed by reviewing the previous literature. hypothesis 1 null hypothesis (h0) social media has no significant positive impact on the academic performance of uae students in the professional educational diploma program. alternative hypothesis (h1) social media significantly positively impacts the academic performance of uae students in the professional educational diploma program. hypothesis 2 null hypothesis (h0) social media has no significant negative impact on the academic performance of uae students in the pa ge 74 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 71-79, 2024 professional educational diploma program. alternative hypothesis (h2) social media significantly negatively impacts the academic performance of uae students in the professional educational diploma program. methodology this study incorporates a descriptive approach to understanding social media’s impact on academic performance. according to siedlecki (2020), the descriptive approach aims to accurately and systematically describe a population, situation or phenomenon (siedlecki, 2020). by applying this approach to vocational educational diploma students, the researcher aims to answer what, where, when, and how social media impacts academic performance. a descriptive research design has various methods to investigate one or more variables. this study used the survey questionnaire method to collect data from vocational educational diploma students and understand the relationship between social media and academic performance by statistically analyzing the data. study sample in al ain university of science and technology’s professional graduate diploma program, 400 male and female students were enrolled for the academic year 2023–2024, making up the study population. the 400 people were given the electronic questionnaire; of them, 231 members of the study population—122 students studying in arabic and 109 students studying in english— responded to it. the scale’s robustness in accurately assessing the targeted concept. therefore, researchers and practitioners confidently utilize this scale, knowing that it provides dependable and consistent measurements for their purposes. study tool the researcher produced a measure of the impact of social media use on academic performance from the student’s point of view in the professional diploma program at al ain university in order to gather data about the target group and utilize it to answer the study questions. to determine how social media, use affects students’ academic achievement in al ain university’s vocational educational diploma program. there were 27 items on the scale when it was first created. by examining the theoretical literature pertaining to the study’s topic, the scale’s original form was created (david r skvarc et al., 2021). the study tool consisted of (20) items in its final form after making the amendments recommended by several arbitrators. reliability of the tool using the cronbach alpha equation for internal consistency, the reliability of the scale was determined by calculating the internal consistency coefficient for the questionnaire items. the result was a value of (0.83), which is appropriate for the study. validity of the tool ten arbitrators with backgrounds in psychology, curricular philosophy, and teaching methods were asked to evaluate the scale’s items based on their applicability, clarity, and phrasing. this confirmed the scale’s apparent validity and the impact of social media use on students’ academic performance in the professional educational diploma program at al ain university. the final version of the tool had 20 items after the arbitrators’ suggested changes and changes to some of the item phrasing. data analysis tool to extract the reliability coefficient of the research instrument, cronbach’s alpha equation was one of the statistical studies that were performed using the statistical package for social sciences (spss) edition 26. the arithmetic mean and standard deviation were computed as descriptive statistical measures to assess the impact of social media use on students’ academic achievement. social media’s statistically significant effects on students’ academic performance—both positive and negative— were assessed using a t-test. to examine the relationship between social media’s beneficial and detrimental effects on students’ academic achievement, the posterior distribution characterization for pairwise correlations was employed. results the following results were generated from the study table 1: distribution of the study sample according to the language of the study percentage no of enrollments levels variable 52% 122 arabic language language of study 47% 109 english language 100% 231 total table 2: reliability test reliability statistics cronbach's alpha n of items .981 20 table 2 illustrates cronbach’s alpha coefficient of .981, obtained for the scale comprising 20 items, indicating an exceptional level of internal consistency reliability. this high coefficient suggests that the items in the scale were highly correlated, indicating that they consistently measure the same underlying construct. this high level of reliability gave the researcher confidence that the scale effectively measures the intended construct without significant measurement error. this result underscores pa ge 75 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 71-79, 2024 conducted to understand the impact of social media on academic performance with the students of the professional educational diploma program at uae. table 3 provides descriptive statistics which offer table 3: descriptive results descriptive statistics n minimum maximum mean std. deviation negative_impact_of_social_media_on_academic_ performance 231 1.89 5.00 4.0717 .73180 positive_impact_of_social_media_on_academic_ performance 231 3.18 5.00 4.4656 .50647 valid n (listwise) 231 valuable insights into the perceived impact of social media on academic performance among a sample of 231 individuals. for the variable “negative impact of social media on academic performance,” respondents reported a range from 1.89 to 5.00, with a mean score of 4.0717 and a standard deviation of .73180. the results suggested that, on average, participants perceived a relatively high negative impact of social media on their academic performance, with moderate variability in their responses. conversely, for the variable “positive impact of social media on academic performance,” scores ranged from 3.18 to 5.00, with a higher mean of 4.4656 and a smaller standard deviation of .50647. this indicates that, overall, respondents perceived a stronger positive influence of social media on their academic performance compared to negative impacts, with less variability in their perceptions. the valid sample size of 231 indicates that all respondents provided complete data for both variables. these descriptive statistics provide a comprehensive view of the perceptions and the effects of social media on academic performance within the surveyed population. table 4 provides the statistical table 4: one-sample test one-sample test test value = 0 t df sig. (2-tailed) mean difference 95% confidence interval of the difference lower upper negative_impact_of_social_media_on_ academic_performance 84.564 230 .000 4.07167 3.9768 4.1665 positive_impact_of_social_media_on_ academic_performance 134.008 230 .000 4.46556 4.3999 4.5312 table 5: one-sample effect sizes one-sample effect sizes standardize point estimate 95% confidence interval lower upper negative_impact_of_social_media_on_ academic_performance cohen's d .73180 5.564 5.039 6.087 hedges' correction .73420 5.546 5.023 6.068 positive_impact_of_social_media_on_ academic_performance cohen's d .50647 8.817 8.001 9.632 hedges' correction .50812 8.788 7.975 9.600 a. the denominator is used to estimate the effect sizes. cohen’s d uses the sample standard deviation. hedges’ correction uses the sample standard deviation plus a correction factor. results of one-sample tests conducted for social media’s negative and positive impacts on academic performance that reveal significant results. for the negative impact, the t-value of 84.564 with 230 degrees of freedom indicates a highly significant difference (p < .001) between the mean score of 4.07167 and the test value of 0. the 95% confidence interval for the mean difference ranges from 3.9768 to 4.1665, indicating that the true mean of the negative impact lies within this interval. similarly, for the positive impact, the t-value of 134.008 with 230 degrees of freedom also shows a highly significant difference (p < .001) between the mean score of 4.46556 and the test value of 0. the 95% confidence interval for the mean difference ranges from 4.3999 to 4.5312, suggesting pa ge 76 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 71-79, 2024 that the true mean of the positive impact lies within this interval. these results indicate that social media’s negative and positive effects on academic performance were significantly different from zero, which suggests that social media substantially impacts academic performance according to the perceptions of the surveyed individuals. table 5 demonstrates the result of one-sample effect sizes, measured using cohen’s d and hedges’ correction, which provide insights into the magnitude of the impacts of social media on academic performance. cohen’s d is calculated to be approximately 0.73180 for the negative impact, while hedges’ correction yields a slightly higher value of 0.73420. the 95% confidence intervals for both effect sizes (cohen’s d: 5.039 to 6.087; hedges’ correction: 5.023 to 6.068) indicate a substantial effect of social media on academic performance, with a moderate to large effect size. similarly, for the positive impact, cohen’s d is approximately 0.50647, and hedges’ correction is slightly higher at 0.50812. the 95% confidence intervals for both effect sizes (cohen’s d: 8.001 to 9.632; hedges’ correction: 7.975 to 9.600) suggest a significant positive effect of social media on academic performance, with a large effect size. these results indicate that social media’s negative and positive impacts on academic performance have considerable practical significance, with hedges’ correction providing a slightly more conservative estimate due to its correction factor. table 6 demonstrates the results of posterior distribution table 6: posterior distribution characterization for pairwise correlations posterior distribution characterization for pairwise correlations nega-tive_impact_ of_social_media_ on_academic_ performance posi-tive_impact_ of_social_media_ on_academic_ performance negative_impact_of_social_media_on_ academic_performance posterior mode .957 mean .956 var-iance .000 95% credible interval lower bound .945 up-per bound .967 n 231 231 positive_impact_of_social_media_on_ academic_performance posterior mode .957 mean .956 var-iance .000 95% credible interval lower bound .945 up-per bound .967 n 231 231 a. the analyses assume reference priors (c = 0). characterization for pairwise correlations between the negative impact of social media on academic performance and the positive effects of social media on academic performance, which reveals strong correlation values. both correlations have a posterior mode of .957 and a mean of .956, indicating a high positive correlation between the two variables. the variance for both correlations was reported as .000, which suggests minimal variability around the mean. the 95% credible intervals for both correlations range from .945 to .967, indicating a tight range within which the true correlation was likely to lie. with a sample size of 231 for each variable, these results provide robust evidence of a strong positive correlation between perceptions of social media’s negative and positive impacts on academic performance within the surveyed population. discussion the results of the study, elaborate social media’s perceived impacts on academic performance and the underlying relationship between these impacts. the descriptive statistics of the study highlight that the respondents, on average, perceive both positive and negative impacts of social media on their academic performance which provide the evidence in the favor of both h1 and h2. the mean scores suggest that participants generally believe social media substantially affects their academic endeavors. the relatively high mean scores for both negative and positive impacts indicate that social media is perceived to play a significant role in influencing academic performance. the one-sample tests confirm that these perceptions were significantly different from zero. social media’s negative and positive impacts on pa ge 77 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 71-79, 2024 academic performance were statistically significant which support h1 and h2, as evidenced by the low p-values and the wide confidence intervals that do not include zero. this suggests that the effects of social media on academic performance, whether perceived as positive or negative, are substantial and cannot be ignored. the effect sizes further underscore the magnitude of these impacts. the effect sizes for both negative and positive impacts are moderate to large, indicating that social media considerably influences academic performance according to the respondents’ perceptions. this finding reinforces the importance of considering the role of social media in educational settings and its potential implications for students’ academic outcomes. lastly, the posterior distribution characterization reveals a strong positive correlation between perceptions of social media’s negative and positive impacts on academic performance. this suggests that individuals who perceive social media to impact their academic performance significantly negatively are also likely to perceive it as having a substantial positive impact, and vice versa. this finding highlights the complexity of individuals’ perceptions regarding the effects of social media on academic performance and emphasizes the need for a nuanced understanding of these perceptions. therefore, the analyses provide comprehensive information on how social media is perceived to affect academic performance among the surveyed individuals. these findings have implications for educators, policymakers, and researchers interested in understanding and addressing the impact of social media on student learning outcomes. considering these perceptions and their potential consequences when designing educational interventions and policies to promote positive academic outcomes in the digital age is essential. limitations while the study yields valuable insights into perceptions of social media’s impact on academic performance, it also has several limitations. the potential for sampling bias exists, as the study’s sample does need to not fully represent the population’s diversity due to specific recruitment methods or demographic characteristics. also, the reliance on self-reported measures introduces the possibility of social desirability bias, where participants provide responses, they perceive as socially acceptable rather than reflecting their true perceptions. additionally, the cross-sectional design limits the study’s ability to establish causal relationships or capture changes in perceptions over time. future research should address these limitations by employing more representative samples, utilizing objective measures where possible, and using longitudinal designs to track changes in perceptions over time, thereby providing a more robust understanding of the dynamic relationship between social media and academic performance. recommendations • academic institutions should implement educational awareness campaigns to promote responsible social media use and mitigate negative impacts on academic performance. • educational practitioners should design and integrate digital literacy programs into the curricula to empower students with critical thinking skills and online safety practices. • institutions should provide resources and support for parents to facilitate constructive conversations about social media and academic success. • academic institutions should also offer teacher training and professional development on effectively integrating social media into classroom instruction while minimizing distractions. • encourage further research to understand the longterm effects of social media on academic outcomes and explore interventions to maximize educational benefits. conclusion there is no doubt that social media benefits students’ academic lives, as it prepares them for the age of science and technology, as well as to continue their studies despite the distance from the place of learning and the inability to reach it. this study provided an understanding of the effects of using social media in the student’s academic performance survey from the student’s point of view. the sample’s responses to the study tool showed that social media improves self-education for most students and makes learning fun and easy. it also works to help students understand with high efficiency, improves the quality of academic work, and stimulates demand. to become producers of society, social media also enhances collaborative learning and engagement among students. the comprehensive analysis of perceptions regarding the impact of social media on academic performance provides valuable insights into the complex relationship between digital technology and education. the results indicate that individuals perceive both positive and negative impacts of social media on their academic endeavors, with statistically significant effects observed. moreover, the effect sizes suggest that these impacts are not only significant but also of moderate to large magnitude, which emphasizes the substantial role of social media in shaping academic performance perceptions. furthermore, the strong positive correlation between perceptions of social media’s negative and 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(2018). social media use in higher education: a review. education sciences, 8(4), 194. pa ge 1 pa ge 1 american journal of education and technologies (ajet) effectiveness of kumospace apps on the academic performance of grade 9 students in online physics class julie s. berame1*, minie l. bulay1, rissa l. mercado1, carlo p. collantes2 romel a. defacto3, caroline a. gildo4, maricar p. nituda5 volume 1 issue 3, year 2022 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v1i3.767 https://journals.e-palli.com/home/index.php/ajet article information abstract received: october 14, 2022 accepted: october 19, 2022 published: october 24, 2022 kumospace is platform that provides an immersive and fun experience online, designed to recreate physical experience and atmosphere of being in a room, you can move around and connect with others virtually with the simplicity of a video chat and the creativity of video games. this study aimed to determine the effectiveness of kumospace on the academic performance of grade 9 students in online physics class. this research is limited only to two sections in grade 9, academic year 2021-2022. it used the quantitative research design with 30 participants for the control group and 30 participants for experimental group. pretest and posttest were taken thru google form attached to the learning management system, which were prepared with a tos ahead and validated by the experts before it was conducted to test. results showed a high mean score of 3.333, 3.442, and 3.383 respectively, in terms of content quality, learners need and website quality which means that the students strongly agree and are satisfied with the features of kumospace, while mean scores of the posttest for both sections gave an excellent result. the finding of the study showed that t-test analysis on the effectiveness of kumospace on the academic performance of grade 9 online physics class resulted a p-value of 0.401 which means that they are not significant. therefore, with consideration of the results, disregarding the h1, it can be concluded that kumospace is an effective intervention to improve the academic performance of learners in the conduct of online physics classes but cannot be significantly compared to other online applications, specifically zoom. keywords kumuspace, academic performance, online application, intervention 1 caraga state university, butuan city, philippines 2 mahay integrated secondary school, butuan city, philippines 3 timber city academy, butuan city, philippines 4 buenavista national high school, philippines 5 agusan national high school, butuan city, philippines * corresponding author’s e-mail: janveel@yahoo.com introduction kumospace, is a virtual assembly space that works more like a party than a prison. it is a better way to make virtual learning fun for both student and teacher. with kumospace, you can infiltrate the world of a virtual classroom, with places to sit, opportunities to break into diverse corners for group assignments, and easy interaction with your classmates. you can also customize your virtual background and add your chosen music playlist or youtube videos. the video chat platform has been used by a number of k-12 schools as well as for interactive courses or events for harvard university, columbia university business school, and tufts university, among other institutions (krecher,2021). the advent of online education has made it possible for students with busy lives and limited flexibility to obtain a quality education (paul, 2019). covid-19 has disrupted most of the industries in the world and education is the only industry that has completely transferred to online mode in most countries around the world. (mahyoob, 2020). this shift in the pedagogical medium is forcing academic institutions to rethink of how they want to deliver their course content that can ensure better academic performance of learners. with technological advancement, learners now want quality programs they can access from anywhere and anytime (paul, 2019). lockdowns imposed by the government have destroyed once-vibrant learning settings, pushing education providers to quickly implement online learning tools to support remote student involvement. due to this, innovative learning and communication platforms have been deployed, radically altering the landscape of teaching and learning for disciplines and institutions that previously assumed that learning took place in a physical setting. in these situations, the difficulty frequently stems from a need on the part of the institution to recreate physical classrooms virtually using already-existing distance education infrastructure (arasaratnam-smith & northcote, 2017). the public health emergency brought about by covid-19 calls for the department of education (deped) to be innovative and resourceful in delivering quality, accessible, relevant, and liberating education. in response to this emergency, deped develop the basic education learning continuity plan (be-lcp) to ensure that learning opportunities are provided to our learners in a safe manner, through different learning delivery (do 18, s. 2020). moreover, this is also in accordance to the department of education’s goal on the modernization of its operations to the teaching and learning process which is the deped computerization program (dcp) (do 95, s.2010). education in digital age has been focused on social and human interactions. teachers, students, university administrators, parents, community members have been https://doi.org/10.54536/ajet.v1i3.767 mailto:https://journals.e-palli.com/home/index.php/ajet%0d?subject= mailto:%20janveel%40yahoo.com?subject= pa ge 2 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(3) 1-8 2022 connected to know, learn, and share their everyday activities. modern information and communication technology (ict) are extensively explored and utilized for their potential contribution to make education that can meet the expectations of the society in terms of enhancing students’ skills that future employers need. communication tools have been intentionally and unintentionally used by teachers and students for academic use purposes. the rising of connectivity allowed users to generate, share, and develop the content by using wide variety of technologies like youtube, messaging and chat, rss feeds, podcasts, blogs, online grading, quiz and assessment tools, publishing and social networking sites. social networking sites (sns) like facebook are commonly used to connect to other people online for social and academic purposes.the technological challenges that students may face in online learning environments depend on a variety of variables, including the standard of the communications infrastructure and the accessibility to software and hardware platforms that support learning. satisfactory internet connectivity was one of the most fundamental barriers to switching to online learning that was noted in the studies (chan & wilson, 2020; lassoued et al, 2020). the teaching methods and administrative assistance necessary to maintain meaningful student involvement are at the heart of worries about moving face-to-face education to online delivery (wingo et al, 2017). such factors frequently have their origins in the discipline being taught and the traits of the intended students. for instance, a training program in advanced statistical techniques would require completely different teaching approaches and learning tools than medical and other health-related courses with a practical component. what was once very simple to do in a face-to-face setting, such as practical demonstrations, becomes quite difficult in an online setting and necessitates subject matter experts becoming proficient in the use of quickly evolving learning technologies that are not typically used to teach hands-on activities in their field (mitchell, 2020). asynchronous and synchronous are the two main categories into which information technology (it) tools and other infrastructure used to support higher education can be divided (larasati & santoso, 2017; lim, 2017). according to larasati and santoso (2017), asynchronous learning systems are constructed on communication platforms that do not call for time-sensitive interactions between participants in the educational process. according to pilli (2014), subramanian et al (2014), and turnbull et al (2021), lmss have traditionally played a crucial role in allowing access to online learning environments and coordinating assessments. lmss are primarily made to work asynchronously, yet many students have only ever used them as a tool to support mixed learning in a classroom setting (ngom et al, 2012). in studies that looked at the use of online technologies in certain courses and programs, moodle was the primary platform for performing asynchronous learning activities (davies et al, 2020). learning management systems (lmss), such as moodle and blackboard, are examples of well-known remote learning platforms that are designed to promote stakeholder interactions based on a “request-response” paradigm free from time constraints. as opposed to asynchronous online learning, which involves the real-time exchange of information, synchronous online learning is typically carried out through video conferencing systems like zoom and skype (janghorban et al, 2014; kohnke & moorhouse, 2020). from about 1996 onwards, regular classroom teachers started to incorporate the internet into their teaching. online discussion forums are used to continue discussion after class or the lecture. various software platforms such as webct and blackboard were also developed (bates, 2008). at present, zoom, google meet, and microsoft teams are commonly used in video conferencing specially in the conduct of online classes. to level up the online class discussions and cater the increasing demands and changing interests of the modern-world students, teachers must constantly innovate and look for technologies that encourage active interaction within the class while putting into consideration all the most essential learning competencies, our students are expected to learn. both faculty and students must possess pedagogical and technical expertise to successfully teach and learn online. in their study on hurdles to online learning, lassoued et al (2020) note that student adjustment issues and faculty proficiency in online assessment are the two main roadblocks to a smooth transition to e-learning. according to a study on the digital competence of faculty and students at a spanish university, this disadvantage in grasping online teaching and learning styles is exacerbated by a lack of faculty and student fluency in the use of online technology. according to mouchantaf (2020), this apparent digital literacy gap may be caused by a lack of institutional support. administrators should not only support teachers in keeping up their knowledge of contemporary e-learning tools, but also give them opportunity to gain expertise in best practices in curriculum development and instruction (schmidt et al, 2016). thus, this research investigated whether the academic performance of the grade 9 students in their online physics class has improved when introduced with an immersive video chat platform that features interactive activities, known as kumospace. methodology research design this study used quantitative design specifically the experimental research method in order to gather the data. the experimental research method was used to measure the control group and test group improve in academic performance towards physics using kumospace in online class through the pre-test and post-test scores. furthermore, this study also used to show the effects of kumospace in the academic performance of learners as https://journals.e-palli.com/home/index.php/ajet pa ge 3 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(3) 1-8 2022 well as the effectiveness of this application kumospace in terms of its content quality, learners needs and website quality. sampling design this study adopted stratified sampling design. the researchers got 60 students from the whole population of grade 9 students as the participants of the study. after determining the number of students-participants of grade 9 level, half of the population used kumospace while the other used zoom in the conduct of online classes. pretest and posttest were given to all two sections. sample treatment the researcher crafted a questionnaire and was submitted to the adviser for content validation for the improvement of the instruments. the data collection of this research was thru google form. a survey questionnaire was adapted as the instrument in gathering the data for the effectiveness of the application, kumospace. the participants were asked to answer the questionnaire which consists of two parts. the first part asked for the profile of the participants while the second part includes the assessment of the students in using kumospace in terms of website quality, content quality, and learners’ needs. data gathering procedure after the validation of the instrument, the researchers secured a permit to the administrator of said school. after given the permission, the researchers explained the purpose of the study to the participants and they made sure each participant corresponded to their predefined criteria. a 25-item pretest was given to all 60 participants before the conduct of physics classes, thru google form attached the learning management system. after the discussion of the lessons the control group then answered the 25-item posttest while the experimental group answered both the posttest and the survey questionnaire. the questionnaire was sent thru google form that comprised their age, gender and year level and included the questions about the perceptions of learners in the use of kumospace in terms of content quality, learner’s needs, and website quality. the results were then checked, interpreted, and analyzed using jasp, a statistical tool. data treatment the data gathered was classified, analyzed, and interpreted using the following appropriate statistical tool. frequency counts and percentage. this was used to analyze and interpret the demographic profile of the respondents. weighted mean. this tool was used to analyze and interpret the effectiveness of kumospace in online physics 9 class. results and discussion in recent years, many researchers have investigated the effectiveness of digital technology in the promotion of learning (lin & chen, 2013). several factors have been found to correlate with e-learning effectiveness which includes self-efficacy, interface, community, usefulness, students’ satisfaction and intention to use e-learning (alrahmi et al, 2015). a study by chuang & tsai (2014), evaluated and developed five assessment indexes required toward construction of e-learning websites, “assessment guidelines on e-learning website.” these five assessment indexes were “teaching materials and structure,” “layout design,” interaction design,” and “establishment of system configuration.” in this study three aspects; content quality, learners’ needs, and website quality were used to determine the effectiveness of kumospace in the improvement of the academic performance of grade 9 students in their online physics class. in the survey given, agreement scale was used to measure the satisfaction of the participants in using kumospace. satisfaction is a level factor of expectation and performance. a supportive learning framework can enhance the learner’s satisfaction and success with online learning environments. learner’s satisfaction is an essential measure of the educational program quality, besides being considered as a significant element to the completion of course (abuhassna et al, 2020). after responses has been tallied, mean score of the agreement scale for each aspect; content quality, learner’s needs and website quality were determined and presented in table 4. mean score was also taken for each subaspect as shown in tables 1,2, and 3 to determine the effectiveness of kumospace in the improvement of the academic performance of the grade 9 physics class. the system of e-learning refers to the tools by which students gain access to content. the task interaction in which individuals are involved is based on contents of e-learning (al-rahim, et al, 2017). the quality of content, which is intended to create a specific visually attained perception, as well as developing a successful transmission system with an effective message system, eventually table 1: mean score of the student agreement scale for content quality indicators mean right and understandable content 2.1.a . the materials used is of high quality, clear, credible and the learner’s objective is satisfied. 3.300 2.1.b. right and understandable content: language (including vocabulary) is appropriate to the target user level. 3.333 2.2.a complete content: the materials used are accurate, current, factual, thorough, precise and complete 3.333 2.2.b. complete content: content promotes positive values that support formative growth. 3.367 https://journals.e-palli.com/home/index.php/ajet pa ge 4 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(3) 1-8 2022 enhances the quality of educational design work. quality features related to perception and specifically visual perception have to be considered in may design settings, with a particular emphasis in educational settings and design work (eristi et al, 2010). under content quality, students strongly agree that the materials used is of high quality, clear, credible and the learner’s objective are satisfied and that the language used is appropriate to the target user level. the indicator 2.1.a got a mean of 3.300 which translates that the respondents strongly agree that the materials used in kumospace are of high quality. indicator 2.1.b, on the other hand, got a mean of 3.333 which means that the respondents strongly agree to the appropriateness of the language used in kumospace. in a related study about user satisfaction towards learning management system, in the result of the study with the estimated weight regression of 17.5%, it could be concluded that system content positively affect lms usefulness that leads to the influence in students’ satisfaction (nguyen, 2021). the indicators 2.2.a and 2.2.b got a mean of 3.333 and 3.367 respectively. this translates to the fact that the respondents strongly agree to the accuracy of the materials used and that the content support formative growth. in distance learning, it is an important thing to note that students’ concentration during online classes affects their performance. since kumospace is a combination of the common features of a video game and a video conferencing tool, this can help mitigate the concentration problems of students during online class via any web conferencing tool. the 52% indicated that very seldom has concentration problems during classes, only 32% who has problems often, and the 16% indicates constantly has problems (rio-chillcce et al, 2021). the 24% rated that their performance has improved considerably, the 60% considers that his performance has remained on the sidelines, and only the 16% indicates that its performance has decreased (rio-chillcce et al, 2021). the result of this study on the content quality of kumospace may help the 60 % of the respondents who considered that their performance has remained on the sidelines while using videoconferencing tool in their online classes. table 2: mean score of the student agreement scale for learner’s needs indicators mean 3.1.a. variety of educational level: the site can be used by different levels of education (can be used by higher education) 3.333 3.1.b. variety of educational level: the site can be accessible without any restriction. 3.533 3.2.a. personalization: the level of individualization from users’ requirements is satisfactory. 3.533 3.2.b. personalization: knowledge construction should result from the experiential world of the users. 3.367 indicator 3.1.a got a mean of 3.333 which mean that the respondents strongly agree that kumospace can be used in different levels of education. indicators 3.1.b and 3.2.a on the other hand both got a mean of 3.533 which translates to the fact that the respondents strongly agree that the site can be accessed without restrictions and that the level of individualization from users’ requirements is satisfactory. these are important factors to engage the students in the lesson, encouraging learning and learner’s satisfaction. the students were satisfied, and they agreed that webbased courses improve their achievement in relation to students’ background, students’ experience, students ‘learning autonomy, and students’ dialogue (abuhassna et al, 2020). results indicate that communication tool used in the distance learning situation connect both time and physical dimensions to close the students and faculty as a virtual group. the implication of technology enormously encourages and improves the communication not only between teachers and students but also among students. students want to use interactive tools to make their learning easier and more efficient and allow them to learn anywhere and at any time (abuhassna et al, 2020). indicator 3.2.b got a mean of 3.367 which means that the respondents strongly agree that in kumospace, knowledge construction should result from the experiential world of the users. some of the current features of kumospace are related to roblox, an online application which offers numerous opportunities for education from its front end (the games) or its back end (coding & building). games such as work at a pizza place, farmtown, theme park tycoon, jailbreak, and murder mystery 2 are numerous examples that can be utilized objectively. these games are designed to accomplish tasks and allowing students to role-play, create a virtual world, and customize different things (long, 2019). in kumospace, a teacher can rearrange any part of the floors to recreate a real-world scenario which can be used to discuss specific subject matter. students then can answer questions, play games, create concept maps, or draw and label parts of a structure depending on the topic. this enhances the problem-solving abilities and psychomotor skills of the learners. samuel reed iii is a self-described early tech adopter who before covid-19 hit had already been experimenting with education technology in his role as a humanities teacher at u school, a philadelphia public high school. he uses kumospace, an immersive video chat platform that has vivid, video game-like settings that mimic the real-world regularly as a remote learning tool. results show that integrating different interface can result in different learning pattern with respect to factual learning and skill involved problem solving which considered as high order learning. interface such as pop-up window and web framed-base are able to improve student learning rate that have little experience https://journals.e-palli.com/home/index.php/ajet pa ge 5 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(3) 1-8 2022 in e-learning than with browser scroll interface. with a proper design of modules in e-learning this will encourage in problem solving skills (al-rahmi et al, 2015) the construction of the interface will greatly on how the user sees and fully grasp of the system functionality that it will be part of the system that promotes user to interact with basic technologies, thus this will bring impact on the functionality (al-rahmi et al, 2015). major determinant that influences perceived usefulness greatly are e-learning design. when the students gain fulfillment in using online courses, they are confident on the perceived usefulness. the user’s perception on ease of use is of importance to understand users’ satisfaction. if the task given can be accomplished with less effort, the system is user-friendly. by making the e-learning system easy for all level of user to use, it will make them more attracted towards learning the content rather than wasting time on learning the tools (al-rahmi et al, 2017). in table 3, students agree that the appearance or the design of the site generated positive impression to the user’s sight. for the navigation, respondents strongly agree that the directions for accessing the relevant information to the user is satisfactory. mean scores showed that for the user-friendliness and interactivity, the respondents strongly agree that kumospace gives the user ease of understanding needed to use the site correctly and that the level of involvement of the learners is very satisfactory. the results show that the students exhibited consistently positive responses for all aspects similarly shown in liu et al (2013). quick access to information, anywhere and anytime learning, interacting with friends and facilitating learning are observed as important key points of mobile learning according to the interviews with students. mobile learning applications increase the effect of learning and enhance the process of learning (huang et al, 2014; wishart, 2015). perception oriented design principles received a higher priority in making educational designs. expectations regarding the design aspect of websites developed for educational purposes soared up with the rapid spread of internet services over the past decade. it is thought that greater attention must be paid to visual design principles while developing website design for educational purposes (eristi et al, 2010). website quality, content quality and learner’s needs showed very high mean score in the agreement scale which signifies that user of kumospace application strongly agree that it is very satisfactory in these aspects. this research examined the effectiveness of online table 3: mean score of the student agreement scale for website quality indicators mean 4.1. design 3.233 4.2. navigation 3.600 4.3. user-friendliness 3.366 4.4. interactivity 3.333 learning applications on grade 9 students’ academic performance, attitudes toward online learning and animation development levels. online learning using kumospace has significantly positive effect on academic performance of the learners. results were similar to those of oberer and erkollar (2013) and hwang and chang (2011). similarly, hwang and chang (2011) indicate that online learning not only catches students’ interaction but also increases their success. when differentiated assessment techniques exist to evaluate effectiveness of e-learning, student activity may be remedied or enhanced through various criticisms to accomplish better performance. system quality expanded the effectiveness of learning system while content quality made worth and learners’ satisfaction. decent learnerinterface can increase the learner’s inspiration to learn by providing them with controls, showcases and data components that keep them intrigued (al-rahmi et al, 2015). table 4: average mean score of the student agreement scale for website quality, content quality, learner’s needs indicators mean content quality 3.333 learner’s needs 3.442 website quality 3.383 table 5: pre-test and post-test of grade 9 science section integrity (control) and section faith (experimental) section pre-test mean post-test mean integrity 14.367 17.900 faith 11.600 17.133 the pretest and posttest results demonstrate that kumospace significantly increased the scientific knowledge as supported by lin et al. (2013). table 5 shows the mean score of the sections (integrity and faith) in pretest and posttest. section integrity got highest mean score in pretest with 14.367 while the section faith got 11.600. the result indicates that section integrity is a special class where most of top performing students belong while section faith is categorized as a regular class. the result of post-test showed that the two section has almost the same posttest score with a mean of 17.900 and 17.133, both sections have big improvement in their academic performance with and without intervention. according to learning links academy (lla) 2020 that many e-learning resources have been included by the deped in the philippines to aid students in their online classes. the range of available digital tools has been proved to enhance the learning process. learning has become more accessible because to websites like open educational resources (oer). students now have access to a wide range of resources to aid their study rather than being restricted to textbooks. additionally, the subjects that the learner can learn on these websites are not constrained. there are far more subjects accessible than https://journals.e-palli.com/home/index.php/ajet pa ge 6 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(3) 1-8 2022 table 6: paired samples t-test analysis on the effectiveness of kumospace on the academic performance of grade 9 physics class measure t df p decision interpretation as score post-test integrity score post-test faith 0.853 29 0.401 fail to reject null hypothesis not significant were actually taught in schools (berame & baring, 2022). their academic performance will undoubtedly improve as a result of the increased information base. ersoy et al. (2019), showed that there are substantial differences between the results of the preand posttests for the achievement test, the efficiency of acquiring google applications ability to perceive space. it proves that any tool of elearning can be used for the better improvement in the academic performance of the students. the table above shows the result of the paired sample t test of the post-test results of the two sections of grade 9, the control group (integrity) and experimental group (faith). it can be gleaned from the table above that the p-value is 0.401, thus, hypothesis 1 is rejected. this shows that there is no significant difference in the improvement of the grade 9 students using kumospace from students not using kumospace in terms of their academic performance. this means that both sections got almost the same score in post-test. the use of kumospace and zoom are effective in the improvement of the academic performance of the learners but in terms of results it has no significant difference in the effectiveness compared to other applications, specifically zoom. just like the finest illustration of google apps that can increase pupils’ love of learning child’s wellbeing and academic performance, kumospace can also be used to improve performance of learners. education department never stops through offering free accounts, educational resources, presenting many platforms to assist and continue the process of teaching and learning. in all digitization of education will be advantageous to everyone (lalap, 2021). conclusion results from the survey showed that kumospace is extremely effective in terms of content quality, learner’s needs and website quality. it was emphasized that from the participants responses, the most essential features and characteristics required for a quality instructions website were concluded as the assessment guidelines of an instructional website (chuang & tsai, 2014). from the literature gathered, for website quality, design and userfriendliness is very much important, which results showed very good result. analysis also revealed a significant result for content quality and learner’s needs. based on the gained scores from the pre-test and post-test, there was a big improvement in the academic performance of the learners. on the other hand, the analysis of data showed that there is no significant difference in the academic performance of the learners using kumospace from learners using zoom. overall, students displayed positive attitudes toward the use of kumospace. therefore, the researchers conclude that kumospace is an effective intervention to improve the academic performance of learners in the conduct of online physics class but cannot be significantly compared to other online application, specifically zoom. recommendations after careful and thorough analysis of the results, the researchers would like recommend the following: • in terms of the quality of kumospace, future researchers can use other aspects in measuring the perceptions of the kumospace users aside from website quality, content quality, and learner’s needs. other features of the application can also be explored to effectively conduct the online classes. • the web/app developer will revisit the accessibility feature of kumospace to allow participants to enter the space through smart phones and tablets. virtual backgrounds and avatars of the participants is also a great feature to be added. • for the interest of time, allow students to have a concrete and more valid experience on the said educational web tool and introduce the use of kumospace in other subject areas like english and mathematic subjects. references abuhassna, h., zahiri, m.a., zakaria, m., yahya, n., kosnin, a.m., & al-rahmi, w.m. 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(2015). assimilate or accommodate? the need to rethink current use of the term mobile learning. in the mobile learning voyage-from small ripples to massive open waters. springer international publishing, 560, 229-238. https://journals.e-palli.com/home/index.php/ajet pa ge 1 pa ge 1 american journal of education and technology (ajet) determining the intermediate grade pupils’ perceived learning difficulties in science class experiences necijim carl joshua c. palac1*, kathleen joy c. baldo1, nicell mae g. socorro1, julie s. berame1 volume 4 issue 1, year 2025 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v4i1.3886 https://journals.e-palli.com/home/index.php/ajet article information abstract received: october 05, 2024 accepted: november 09, 2024 published: december 19, 2024 this study aimed to determine the pupils’ perception of science classes in terms of five factors: learner-centered pedagogy, science inquiry activities, positive affect and attitudes, grades as feedback, and support for self-learning and effort, using an adopted and modified version of the perception of science classes survey. the researchers conducted a survey from grades iv to vi with 186 pupils as participants. among the five factors, learner-centered strategies got a very high level of perception followed by science-inquiry activities, grades as feedback, and positive affects and beliefs. support for self-learning and effort got a moderate level of perception, the lowest level out of the five. each factor was then compared across the grade levels, with grades as feedback the only one to have a significant difference that leads to the rejection of the null hypothesis which states that there is no significant difference in pupils’ perception of science classes in relation to their different grade levels while the rest of the factors showed no significant difference. this study led to the development of 3 modules, one for each grade, to improve pupils’ perception of factor 5. keywords classroom experiences, learning difficulties, pedagogy, perceive learning, perception 1 college of education, caraga state university, butuan city, philippines * corresponding author’s e-mail: palacjoshua@gmail.com introduction science education is a foundational element in curricula worldwide, from basic to higher education, emphasizing the role of science and technology in daily life and the development of a scientifically literate society. it fosters essential 21st-century skills, such as adaptability and problem-solving (kalogiannakis et al., 2020). the use and integration of technology-equipment in science classroom instruction significantly impact students’ performance relative to their national achievement test (nat) result (berame, 2023). however, numerous countries, including the philippines, face substantial challenges in achieving science literacy. for instance, despite a slight improvement in the 2022 programme for international student assessment (pisa) results, the philippines remains in the bottom ranks, underscoring the ongoing struggle with science education quality and engagement (oecd, 2023). science learning, particularly in intermediate grades, often becomes a difficult and uninteresting subject for students, partly due to traditional teaching methods and a lack of effective engagement strategies (ankucic, 2019). students’ attitudes toward science can be improved by a positive teaching style, which may also increase their cooperation, involvement, and performance. to address this, research highlights the need for science teachers to possess strong pedagogical skills to implement diverse and student-centered teaching methods (saira et al., 2021). this research investigates the challenges faced by filipino intermediate-grade students in science classes, aiming to identify the specific obstacles they encounter and explore ways to improve science education quality in the philippines. by addressing issues such as low comprehension, inadequate resources, and declining performance as seen in national assessments behiga (2022), the study offers valuable insights for educators. this research seeks to measure and address the following problem on the pupils’ perceived difficulties of learning experiences in science class grades iv to vi. in terms of learner centered pedagogies, science inquiry activities, positive affects and beliefs, grades as feedback, and support for self-learning and effort. the authors contribute to this field by analyzing students’ perceived difficulties in science and providing recommendations to bridge gaps in current science education practices, ultimately supporting efforts to cultivate a more scientifically literate and engaged generation. literature review science learning perceptions perception plays a crucial role in learning by enhancing memory and understanding, allowing students to process information more effectively. research shows that positive perceptions of science increase when students engage in interactive and experimental methods rather than traditional lectures. learning that incorporates teaching aids or hands-on tools also boosts students’ motivation and interest in science (kumar & sampath, 2020). in contrast, negative perceptions of science often result from experiences with rigid, lecture-based teaching, which can decrease students’ enthusiasm and motivation to learn (ahmet hakan hançer & ahmet türker tüzemen, 2008). several studies emphasize the need for more relevant, real-world connections in science education to engage students effectively. for example, students in england reported that classroom science felt disconnected from real-life issues and noted limited opportunities for handspa ge 2 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 1-11, 2025 on activities (bevins et al., 2011). these limitations reduce the curriculum’s relevance, hindering students’ ability to apply scientific concepts meaningfully. moreover, students value teachers who bring expertise into the classroom and make science more engaging, which they believe would help bridge the gap between academic learning and practical application (osborne & collins, 2003). academic impediments in science learning the transition to post-pandemic education and the difficulties in teaching science thus, sufficient resources, creative teaching strategies, and continual teacher development are necessary for the provision of an interesting and successful science education (nemalynne et al., 2023). challenges in the philippine education is rising, where students often perform below average in international assessments. the marginalization of science instruction, especially at the elementary level, affects students’ understanding and interest in the subject. many filipino elementary students have limited science classes, with time constraints, teachers’ low self-efficacy, and scarce professional development opportunities further hindering science education (ambag, 2019). despite some improvement in science scores, the national achievement test and pisa results underscore the need for targeted interventions by the department of education to strengthen science education quality (deped, 2017). students face multiple challenges in learning science, including difficulties in comprehending abstract scientific concepts due to traditional lecture-based teaching and limited hands-on learning. studies indicate that students’ motivation and interest greatly influence their learning pace and ability to grasp scientific knowledge (kaptan & timurlenk, 2012). in the absence of sufficient facilities and resources, educational institutions face challenges in delivering quality science education, which can considerably impede students’ productivity and academic success. moreover, the primary school science education curriculum frequently experiences modifications, which can lead to a lack of clarity in the scope and learning goals (pariz alparuq et al., 2024). perceived learning experiences in science class: learner-centered pedagogies a learner-centered approach is valued in higher education but underutilized in counselor education. this approach fosters a collaborative learning environment, encouraging students to actively engage with material and consider how it might apply to their future work. science education, in particular, benefits from engaging content that connects to students’ daily lives, fostering critical thinking and problem-solving skills crucial for academic and life success. early exposure to stimulating science content can counter negative perceptions, sustaining students’ interest in science over time (edify, 2022). in the philippines, the k-12 curriculum shift highlighted a mismatch in in-service teachers’ professional development, with fewer than 60% of elementary teachers having received recent science-related training (calleja et al., 2023). research underscores the importance of teachers’ pedagogical content knowledge (pck), linking it to improved student performance more significantly than content knowledge alone (voss et al., 2011). effective science teaching requires educators to simplify and communicate complex concepts, a skill at the heart of quality instruction. strong pck helps teachers meet standards like the next generation science standards, promoting a deeper understanding of scientific concepts among students (hanuscin et al., 2019). science-inquiry activities inquiry is central to science education, as it engages students in active exploration, fostering deeper understanding of scientific concepts (national research center, 2011). compared to traditional lectures, inquiry learning is used to teach a specific concept, fact or skill and leads the way to open inquiry where the student formulates his own problem to investigate. (abdi, 2014). these exercises encourage students to think critically, evaluate information, and solve issues, which makes learning more engaging and significant (bouwmeester et al., 2019). while inquiry-based learning builds essential scientific skills such as observation, data collection, and communication, it can initially be challenging for students accustomed to passive, teacher-led instruction. with well-designed activities and appropriate teacher support, enhance students’ communication, critical thinking, and problem-solving skills while also helping them understand scientific concepts (kotsis, 2024). positive affects and beliefs well-designed science classes can positively impact students by deepening their understanding of scientific concepts and critical thinking skills (national research council, 2011). interactions between teachers and students in public school settings, with the ultimate objective of improving learning outcomes for students (bhattarai & wagle, 2023). however, there are differences in how involved students are; some prefer practical exercises, while others find it difficult to remember complicated ideas, particularly while learning remotely (best, 2019). learning is a social process where teachers facilitate knowledge-building, but students must actively engage and apply strategies for organizing and retaining information (orlich, 2009). academic performance often revolves around grades, which both reflect and influence ongoing achievement (gray & bunte, 2020). poor grades can be disheartening, but identifying underlying issues can help students and parents develop strategies to improve, supporting long-term academic success (enghofhi, 2023). materials and methods this research employed a quantitative research design pa ge 3 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 1-11, 2025 as it obtained information to characterize the perceived difficulties of intermediate grade pupils. this paper examined pupils’ perceived difficulties in learning experiences in science classes at cogon central elementary school, barangay 2, buenavista, agusan del norte. it deals with statistical measurement and numerical data gathering through a questionnaire. participants the study involved 186 pupils who are from the grade iv to vi levels, with 67 participants from grade iv, 68 participants from grade v, and 51 participants from grade vi. a sample size of 186 was deemed sufficient to provide for the data collection. table 1: distribution of the participants in the study grade level population (n) sample size (n) grade iv 81 67 grade v 83 68 grade vi 58 51 total 222 186 table 2: evaluation scale in five-point range responses scale range interpretation strongly agree 5 4.20 5.00 very high level of perception agree 4 3.40 4.19 high level of perception not sure 3 2.60 3.39 moderate level of perception disagree 2 1.80 2.59 low level of perception strongly disagree 1 1.00 1.79 very low level of perception this research used stratified random sampling, which means grouping a population based on their characteristics. the study also used cochran’s formula (cochran, 1977) for finite population. using cochran’s formula for each grade level, the researchers have determined that the sampling size of the study is n=186. instrument this study used a survey questionnaire which was largely adapted from another research study by bernardo, allan & limjap, auxencia & prudente, maricar & roleda, lydia (2008), kardash, and wallace, (2001), and sadera et al (2020). the tool has been validated by four experts and passed the reliability test before it was implemented. specifically, the research instrument contains five (5) factors. factor 1: learner-centered pedagogy, factor 2: science inquiry activities, factor 3: positive affect and beliefs, factor 4: grades as feedback, and factor 5: support for self-learning and effort that will provide the answer to the statement of the problem. after the pupils’ answers on their perception of their science class when grouped according to their profile and factors was classified respectively using the 5-point likert scale of statistical mean, range, value, and its descriptive equivalent. procedure the researchers conducted the survey during the last quarter of the school academic year to give the pupils more time to create their perceptions about their science class. it was also ensured that their answers will be kept confidential from anyone aside from the researchers. lastly, the responses were checked and monitored to ensure that the chosen participants of each grade level have answered all the questions. the paper was then collected to be tallied, tabulated, processed, and submitted to the statistician for analysis and interpretation. in identifying whether there is a significant difference between pupils’ perception of their science class, one-way analysis of variance (anova). results and discussion problem 1. the inquiry activities, positive affects and beliefs, grades as feedback, and support for self-learning and effort. table 3 presents the data gathered from the survey questionnaire about pupils’ perceived learning experiences in science class in terms of learner-centered pedagogies. it shows the distribution of the first factor in terms of range means, and the verbal description obtained from the survey. it shows the discussions of the implications of the highest, lowest, and overall weighted mean respectively, supported by the related current studies. table 3: mean distribution of the pupils’ perceived difficulties of learning experiences in science class in terms of learner-centered pedagogies indicators level of appreciation interpretation mean description my teacher tries to find out if we understand our past lesson before teaching us a new lesson. 4.37 strongly agree very high level of perception my teacher tells us what facts or concepts are important to learn. 4.39 strongly agree very high level of perception pa ge 4 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 1-11, 2025 my teacher tries very hard to connect new ideas to past lessons in science. 4.20 strongly agree very high level of perception my teacher asks questions that help me understand my science lesson. 4.24 strongly agree very high level of perception my teacher would try to do everything just to be sure that we understood the ideas taught in class. 4.34 strongly agree very high level of perception my teacher tries hard to make sure students understand the lesson. 4.40 strongly agree very high level of perception it is okay to ask my teacher for help if there are things i don’t understand. 3.99 agree high level of perception my teacher gives good examples and practical applications of science concepts. 4.18 agree high level of perception my teacher encourages me to think and do the activity independently. 3.98 agree high level of perception my teacher strongly encourages me to participate in classroom discussions. 4.13 agree high level of perception overall weighted mean 4.22 strongly agree very high level of perception range of means: 1.00-1.49 strongly disagree; 1.50-2.49 disagree; 2.50-3.49 not sure; 3.50-4.49 agree; 4.50-5.00 strongly disagree as shown in table 3, the statement “my teacher tries hard to make sure students understand the lesson” got the highest mean score of 4.40, which has a verbal description of strongly agree, and interpreted as very high level of perception. this means that the teacher puts in significant effort to explain concepts clearly and focus on pupils’ comprehension. when a teacher is dedicated to helping students comprehend the material, students are likely to attain greater learning results. it is possible that educational strategies and objectives created to progress students’ cognitive outcomes should focus on students’ learning environment perceptions (hafızoglu & yerdelen, 2019) they do not just present information, they strive for understanding which highlights the importance of this type of teacher effort. the study found that teachers who use a variety of instructional methods and monitor student understanding throughout the lesson lead to better learning outcomes. study emphasizes that teachers have a better chance of satisfying each student’s unique learning demands if they have a deeper understanding of the differences (felder & brent, 2005). whereas the statement “my teacher encourages me to think and do the activity independently” got the lowest mean score of 3.98, which has a verbal description of agree, and interpreted as high level of perception. this means that the teacher is fostering pupils’ ability to learn and solve problems on their own. instead of simply providing answers, teacher ask questions that prompt pupils to analyse information, draw conclusions, and come up with their own solutions. the overall weighted mean of the pupils’ perceived difficulties of learning experiences in science class in terms of learner-centered pedagogies is 4.22, which has a verbal description of strongly agree. this implies that most of the pupils have a very high level of perception that learner-centered pedagogies’ attempt to encourage comprehension and learning among the pupils. it aims to develop active engagement by involving pupils in discussions, projects, and problem-solving. learnercentered pedagogy not only enhances comprehension through active retrieval practice but also fosters a growth mindset among students. different learning styles are also taken into consideration by learner-centered teachers. they recognize that every student learns differently, and they try to provide opportunities for diverse learning styles, such as independent study, group discussions, hands-on learning, etc. (sean mcpheat, 2024). table 4 presents the data gathered from the survey questionnaire about pupils’ perceived learning experiences in science class in terms of science-inquiry activities. it shows the discussions of the implications of the highest, lowest, and overall weighted mean respectively, supported by the related current studies. it primarily seeks to show the relevance of science-inquiry activities conducted by the teachers to the learning experiences of the pupils. table 4: mean distribution of the pupils’ perceived difficulties of learning experiences in science class in terms of science inquiry activities indicators level of appreciation interpretation mean description my teacher connects new scientific activities to other science lessons. 4.21 strongly agree very high level of perception i like the laboratory activities in my science class. 4.21 strongly agree very high level of perception pa ge 5 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 1-11, 2025 my science teacher likes us to make hypotheses and test our theories. 3.78 agree high level of perception when i grow up, i will take a job that uses a lot of science. 3.96 agree high level of perception the laboratory activities my teacher gives us are lively and fun. 4.14 agree high level of perception my teacher lets us do scientific research projects. 4.15 agree high level of perception my teacher promotes the idea that i am allowed to discover information together with my classmates. 4.15 agree high level of perception my teacher relates the information that he/she teaches to the real world. 4.09 agree high level of perception my teacher gives help when i don’t know the activity. 4.19 agree high level of perception the activities that my teacher gives are relevant to me. 3.93 agree high level of perception overall weighted mean 4.08 agree high level of perception range of means: 1.00-1.49 strongly disagree; 1.50-2.49 disagree; 2.50-3.49 not sure; 3.50-4.49 agree; 4.50-5.00 strongly disagree as shown in table 4, both statement “my teacher connects new scientific activities to other science lessons”, and “i like the laboratory activities in my science class” got the highest mean score of 4.21, which has a verbal description of strongly agree, and interpreted as very high level of perception. this means that teacher connects new information to other lessons and past knowledge to strengthen existing understanding and creates a more cohesive picture of science. it follows that teachers should create a school setting that gives kids the impression that they have the same chances as their peers, that they can effectively connect with both teachers and friends (hafızoglu & yerdelen, 2019). involving students in science inquiry activities is not just engaging, it’s demonstrably effective. research shows these activities enhance students’ ability to think and act like scientists. on the other hand, the statement “my science teacher likes us to make hypotheses and test our theories” got the lowest mean score of 3.78, which has a verbal description of agree, and interpreted as high level of perception. this means that teacher is encouraging pupils to actively engage in the scientific method, a process of discovery used to learn about the world around us. this aligns with the 21st century skills movement, which emphasizes the importance of critical thinking, collaboration, and problem-solving in a rapidly changing world (partnership for 21st century learning, 2019). the overall weighted mean of the pupils’ perceived difficulties of learning experiences in science class in terms of science-inquiry activities is 4.08, which has a verbal description of agree. this implies that most of the pupils have a high level of perception that scienceinquiry activities give emphasis on learning exercises that promote inquiry and scientific process-thinking abilities. involving students in science inquiry activities is not just engaging, it’s demonstrably effective. research shows these activities enhance students’ ability to think and act like scientists. by actively participating in investigations, students hone their observation, analysis, and problemsolving skills, transforming them from passive learners to critical thinkers who can analyze evidence and draw their own conclusions (national research council, 2019). table 5 presented the data gathered from the survey questionnaire about pupils’ perceived learning experiences in science class in terms of positive affects and beliefs. it shows the distribution of the third factor in terms of range means, and the verbal description obtained from the survey. it shows the discussions of the implications of the highest, lowest, and overall weighted mean respectively, supported by the related current studies. table 5: mean distribution of the pupils’ perceived difficulties of learning experiences in science class in terms of positive affects and beliefs indicators level of appreciation interpretation mean description i understand the lessons my teacher teaches. 3.51 agree high level of perception i am very good at science that is why i easily understand my science lessons. 3.32 agree high level of perception the seat work and laboratory activities in this class are not boring. 3.69 agree high level of perception my teacher is friendly. 3.70 agree high level of perception pa ge 6 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 1-11, 2025 science has so much to do with my life. 3.73 agree high level of perception my teacher has the motivation to teach well. 3.29 agree high level of perception i am interested in studying science. 3.45 agree high level of perception i find science class a difficult time 3.12 not sure moderate level of perception i find science class a very interesting subject. 3.78 agree high level of perception i feel comfortable in science class. 3.48 agree high level of perception overall weighted mean 3.51 agree high level of perception range of means: 1.00-1.49 strongly disagree; 1.50-2.49 disagree; 2.50-3.49 not sure; 3.50-4.49 agree; 4.50-5.00 strongly disagree as shown in table 5, the statement “i find science class a very interesting subject” got the highest mean score of 3.78, which has a verbal description of agree, and interpreted as high level of perception. this means that the pupils have strong enthusiasm for learning science in a classroom setting. it suggests that the pupils enjoy the subject matter and find the way it’s taught engaging. this interest may lead to increased participation and enthusiasm in learning scientific concepts. it shows that science has the potential to inspire curiosity and a deeper understanding of the natural world among students. whereas the statement “i find science class a difficult time” got the lowest mean score of 3.12, which has a verbal description of not sure, and interpreted as moderate level of perception. this means that the pupils sometimes experience challenges or struggles when it comes to science class. this challenge might stem from several factors, including insufficient foundational skills in reading and mathematics, which can impede their performance in science classes that necessitate the application of these skills to scientific material. in essence, cultivating positive affects and beliefs is crucial for creating a thriving science classroom. plan ahead for how the instructor will address different classroom management concerns and help students recognize the importance and relevance of science to enable them to cultivate a lifetime love of learning in this vital field (jordan, 2021). the overall weighted mean of the pupils’ perceived difficulties of learning experiences in science class in terms of positive affects and beliefs is 3.51, which has a verbal description of agree. this implies that most of the pupils have a high level of perception that positive affects and beliefs express positive sentiments about the science teacher, learning activities, and the subject matter. teachers’ enthusiasm for science is contagious, and their creative lesson plans, like building model ecosystems or designing experiments, make learning interactive and fun. the teacher-student relationship includes a bond between a teacher and a pupil, fostering an environment that is rich in learning opportunities (bhattarai & wagle 2023). these engaging activities not only solidify understanding but also cultivate a sense of wonder and discovery in learners. table 6 presented the data gathered from the survey questionnaire about pupils’ perceived learning experiences in science class in terms of grades as feedback. it shows the distribution of the range means, and the verbal description obtained from the survey. table 6: mean distribution of the pupils’ perceived difficulties of learning experiences in science class in terms of grades as feedback indicators level of appreciation interpretation mean description my grades in science are a good sign of how much i have learned. 4.13 agree high level of perception my grades in this class are a good sign of how hard i studied in science. 4.08 agree high level of perception my grades in science are a good indicator of how much effort i put into my science classes. 4.03 agree high level of perception my grades in science are a good indicator of the quality of my work. 4.05 agree high level of perception my grades are a good sign of my interest in class. 4.06 agree high level of perception overall weighted mean 4.07 agree high level of perception range of means: 1.00-1.49 strongly disagree; 1.50-2.49 disagree; 2.50-3.49 not sure; 3.50-4.49 agree; 4.50-5.00 strongly disagree as shown in table 6, both statement “my grades in science are a good sign of how much i have learned” got the highest mean score of 4.13, which has a verbal description of agree, and interpreted as high level of pa ge 7 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 1-11, 2025 perception. this implies a belief that academic grades are a reliable measure of learning and understanding in the subject of science. it suggests that higher grades correlate directly with a deeper or more comprehensive grasp of the material. this perspective assumes that the evaluation methods used in grading accurately reflect the student’s knowledge and learning achievements (hanuscin et al., 2019). on the other hand, the statement “my grades in science are a good indicator of how much effort i put into my science classes” got the lowest mean score of 4.03, which has a verbal description of agree, and interpreted as high level of perception. there is a clear relationship between a student’s level of effort and the grades they obtain in scientific classes. higher grades are an indication of more devotion and effort in learning the material. deeper processing occurs when a learner is interested in and involved in their education. the overall weighted mean of the pupils’ perceived difficulties of learning experiences in science class in terms of grades as feedback is 4.07, which has a verbal description of agree. this implies that most of the pupils have a high level of perception that factor grade as feedback accurately reflects the pupils’ levels of learning. the use of factor grades in science class feedback encourages students to adopt a growth mindset, viewing challenges as opportunities for learning and improvement rather than indicators of fixed ability. by receiving feedback that evaluates not only factual knowledge but also scientific inquiry skills and problem-solving abilities, students are prompted to approach learning as a dynamic process of exploration and discovery. this shift in perception aligns with contemporary educational theories emphasizing the development of meta-cognitive strategies and resilience in the face of academic challenges. interest improves the quality of learning and fosters academic success by increasing attention and engagement. it is also positively related to a range of non-cognitive outcomes and even career choices (steidtmann et al., 2022). table 7 presented the data gathered from the survey questionnaire about pupils’ perceived learning experiences in science class in terms of self-learning and effort. it shows the distribution of the fifth factor in terms of range means, and the verbal description obtained from the survey. it shows the discussions of the implications of the highest, lowest, and overall weighted mean respectively, supported by the related current studies. table 7: mean distribution of the pupils’ perceived difficulties of learning experiences in science class in terms of grades as feedback indicators level of appreciation interpretation mean description my teacher is more interested in finishing her lesson plan than helping us learn the lesson. 3.68 agree high level of perception getting high grades in this class depends more on being born intelligent than studying hard. 3.73 agree high level of perception my teacher would provide us with support materials for self-learning. 3.05 not sure moderate level of perception my teacher support me in self-studying if i do not understand a lesson. 3.21 not sure moderate level of perception i do solve science problems at class because my teacher does guide us. 3.27 not sure moderate level of perception overall weighted mean 3.39 not sure moderate level of perception range of means: 1.00-1.49 strongly disagree; 1.50-2.49 disagree; 2.50-3.49 not sure; 3.50-4.49 agree; 4.50-5.00 strongly disagree as shown in table 7, the statement “getting high grades in this class depends more on being born intelligent than studying hard” got the highest mean score of 3.73, which has a verbal description of agree, and interpreted as high level of perception. this means that natural intelligence is more important than effort when it comes to succeeding in science class. intelligence is not fixed but can be developed through effort and learning. the educational policies of most governments indicate that including science and technology in the the educational pursuit of scientific literacy depends heavily on the school curriculum, and studies have shown that growth mindset treatments significantly raised students’ grades in a variety of areas (rennie et al., 2018). this indicates that students often experience a sense of being overwhelmed by the vast material and the high expectations associated with scientific investigation, which results in challenges in maintaining motivation and dedicating the effort required to understand complex ideas.s on the other hand, the statement “my teacher would provide us with support materials for self-learning” got the lowest mean score of 3.05, which has a verbal description of not sure, and interpreted as moderate level of perception. this means that pupils are uncertain about their teacher’s offered resources that help pupils learn independently outside of class time. teachers can provide “scaffolding” – temporary structures like resources or guidance – to help students develop their skills in pa ge 8 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 1-11, 2025 self-directed learning. in short, it is essential because scaffolding allows students to complete more difficult assignments than they could on their own, increasing the effectiveness and efficiency of their learning. (gunstone, 2015). deficiency in support mechanisms like books, brochures, or modules further underscores the challenges students face in developing effective self-regulation. the overall weighted mean of the pupils’ perceived difficulties of learning experiences in science class in terms of support for self-learning and effort is 3.39, which has a verbal description of not sure. this implies that many of the pupils have a moderate level of perception that support for self-learning and effort represents the perception that the teacher does not surely support individual pupils’ attempts to learn in the science class. pupils often encounter significant challenges in their science learning experiences, particularly concerning the level of support for self-learning and the effort required within the science classroom. it has shed light on the struggle many students face when transitioning from traditional teacher-centered instruction to more selfdirected learning approaches (hew et al., 2016). the perceived effort demanded in science classes can pose a formidable obstacle for learners. findings showed that improving students’ perceptions of science learning environments may enhance students’ motivation, and thereby science achievement, thus students may feel disillusioned and disengaged from the learning process if they believe their efforts have gone unnoticed or unrewarded (hafızoglu & yerdelen, 2019). furthermore, utilizing technological tools and adaptive learning platforms can enhance the personalization of the educational experience and offer students instant feedback, which caters to their specific learning requirements. by implementing such strategies and recognizing the diverse needs of learners, educators can better support pupils in overcoming the perceived difficulties associated with selflearning and effort in the science classroom. problem 2. is there a significant difference in pupils’ perception of science classes in relation to their different grade levels? table 8 presents the weighted mean and analysis of variance (anova) which was conducted to determine if there is a significant difference in pupils’ perception of science classes in relation to their different grade levels. there are five (5) dependent variables, and three (3) grouping variables in each dependent variable. anova is used if it is statistically significant between the pupils’ perceptions of science classes in terms of learnercentered pedagogies, science-inquiry activities, positiveaffects and beliefs, grades as feedback, and support for self-learning and effort per grade level. table 8: one way analysis of variance in pupils’ perception of science classes in relation to their different grade levels dependent variables grouping variable f-value p-value remarks learner centered pedagogies grade 4 .097 .908 not significantgrade 5 grade 6 science inquiry activities grade 4 3.211 .056 not significantgrade 5 grade 6 positive-affects and beliefs grade 4 .275 .762 not significantgrade 5 grade 6 grades as feedback grade 4 12.879 .001 significantgrade 5 grade 6 support for selflearning and effort grade 4 .609 .560 not significantgrade 5 grade 6 significant α 0.05 level it can be gleaned that on the grade level profile, only factor 4: grades as feedback indicates a significant difference by its significant value of .001 which is lesser than the α of 0.05 for statistical analysis. this leads to the rejection of the null hypothesis which states that “there is no significant difference in pupils’ perception of science classes in relation to their different grade levels.” this implies that grade level matters to the pupils’ perception of science classes in terms of grades as feedback. the use of different formulas for calculating grades around student performance, effort, and growth, a diverse number of tasks, and the incorporation of teacher judgment on individual students and strategies for the motivation of student effort differs from teacher pa ge 9 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 1-11, 2025 to teacher. in addition, according to numerous studies, variations on several teachers’ grading criteria and judgement have been found even when they grade the same assignment (allensworth, 2018). lastly, the findings of guskey and link (2018), states that the evidence teachers’ use varies depending on the grade level of students. this means that a significant difference on factor 4: grades as feedback, is consistent with other studies. problem 3. based on the findings, what intervention material may be proposed? based on the results gathered and data analyzed, the researcher’s study concluded that the pupils had a moderate level of perception of learning experiences in science class in terms of support for self-learning and effort compared to the other factors that had a high level or very high level of perception. in line with this, we propose a learning module as an intervention material that can be used by the teacher to improve the pupils’ moderate level of perception on support for self-learning and effort. the teacher can give this to pupils who want to learn more or a pupil who has difficulty in understanding the topic. this proposed intervention material can be added to the instructional material repository of the classroom. conclusions based on the findings of the study, several conclusions can be drawn. the focus of the study is to determine the pupils’ perceived difficulties in learning experiences in science classes at cogon central elementary school. pupils perceive learner-centered pedagogies as attempting to support students’ comprehension and learning at a very high level. pupils stressed that science-inquiry activities stress learning exercises foster inquiry and scientific process-thinking abilities. positive affects and beliefs convey favorable sentiments from the learners about the science teacher, the learning activities, and the subject matter. in grades as feedback, most of the pupils have a high level of perception that factor grade as feedback accurately reflect the pupils’ levels of learning. nonetheless, support for self-learning and effort garnered the least perception among the learners, and so researchers proposed modules as an intervention material to improve and support the self-learning among the pupils. meanwhile, significant differences in pupils’ perception of science classes factor: 4 in relation to their different grade levels were observed. this leads to the rejection of the null hypothesis which states that there is no significant difference in pupils’ perception of science classes in relation to their different grade levels. in light of the findings, the study proposes developing and implementing intervention material to enhance pupils’ perception to science class. this interventional material offers more comprehensive information and is a tool for learners in mastering the lesson in science. while pupils appreciate engaging activities like learner-centered pedagogies and science-inquiry, the study identified a gap in support for self-directed learning. acknowledgments the researchers would like to express their gratitude to the students who actively participated during the conduct of the study. references: abdi, a. 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(2011). assessing teacher candidates’ general pedagogical/psychological knowledge: test construction and validation. journal of educational psychology, 103(4), 952–969. https://doi. org/10.1037/a0025125 pa ge 1 pa ge 62 american journal of education and technology (ajet) code-switching in classroom interaction michael b. lavadia1*, jelyn meca balao1, jamiela estabillo1 volume 4 issue 3, year 2025 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v4i3.5594 https://journals.e-palli.com/home/index.php/ajet article information abstract received: june 25, 2025 accepted: august 01, 2025 published: september 02, 2025 code-switching is a common linguistic phenomenon among multilingual speakers. this phenomenon manifests itself in diverse ways and serves a variety of purposes. this paper explores code-switching in the context of classroom interaction, specifically to find out dominant patterns and factors that trigger the switching of codes among teachers and learners. code-switching may occur between sentences, known as 'intra-sentential code-switching'; at the beginning and end of a sentence, known as 'inter-sentential codeswitching'; and it may also occur as fillers, idioms, and expressions, known as 'extra/ tag code-switching. this paper analyzed the alternating use of english and filipino in classroom interaction at the cagayan state university-carig campus. the data consists of six audio-recorded lectures in the departments of humanities and social sciences and mathematics and natural sciences. the findings revealed that apart from the three patterns extensively researched in bilingualism, teachers and students also employed intraword code-switching (switch within word boundary). this new pattern has emerged in the investigation. the study also shows that the widespread use of code-switching in the classroom may serve instructional purposes, such as asking, clarification/reiteration, conveying intimacy, equivalence, explanation/elaboration, floor-holding, loss of words, and translation. this research broadens our understanding that code-switching in bilingual and multilingual classrooms is largely demonstrative of communicative competence. keywords code-switching, competence, functions, patterns 1 cagayan state university, carig sur, tuguegarao city, cagayan, philippines * corresponding author’s e-mail: csulavadia29@gmail.com introduction considering the number of languages spoken around the globe, it is inevitable to have people who speak two or more languages in a community. kanwal et al. (2022) defined bilingualism as "understanding" two languages in their most basic forms. there are difficulties, however, in defining what it means to "know" a language because while some bilinguals are fluent in both languages, others have a definite dominant or favored language. william (2009) further explains that 'bilingual' refers to the process of communicating in two languages (l1 for input and l2 for output). this is in accordance with what muysken et al. (2005) mentioned: bilingual people have command of at least two languages. due to frequent language contact, there is a sociolinguistic phenomenon called code-switching (cs), which has indisputably dominated the contact phenomena of interest to bilingualism. it stimulates professional scientific and academic research but produces a considerable deal of sharp criticism that reflects public misconceptions about the nature of cs. language is crucial to our survival as a means of communication and expressing our ideas, beliefs, and opinions. language use reflects our identity and cultural background. communities that speak two or more languages take advantage of various phenomena to enhance their communication ability. shifting of codes is one of these occurrences. this paper looked into the patterns and functions of code-switching in classroom interaction with the end of understanding how and why it happens particularly in learning environments where english is used as a second language such as in the philippine education setting. literature review code-switching is broadly defined by gumperz (1982) as "the juxtaposition within the same speech exchange of passages of speech belonging to two different grammatical systems or subsystems." it happens when a bilingual goes from one language to the other in mid-speech when both speakers know the same languages (cook, 2008). additionally, people usually employ a particular language system to fit the needs of a communicative setting. nurzahidah (2020) defined 'code' as a language or dialect utilized by bilinguals. bilinguals in this situation employ code to blend in with the group (it can either be intentional or unintentional) or to communicate ideas and concepts that might be lenient to explain in a particular language. thus, code-switching is the alternating use of two or more codes within one conversational episode (auer, 2014). literature on code-switching offers two prominent but opposite views. on the one hand, code-switching is viewed as deficiency/incompetence because, as simasiku et al. (2015) mentioned, teachers value monolingual instructions to facilitate competence. it supports holmes's (2013) idea that speakers code-switch indiscriminately due to incompetence. on the other hand, code-switching illustrates competence as it shows the ability of speakers to manipulate two different codes with ease and fluency. reyes (2004) supported this idea, stating that code-switching is utilized for comfort and pa ge 63 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol.4(3) 62-70, 2025 greater competence. she claimed that cs can also be used to achieve conversational goals and interact with peers. bautista (1999) even suggests minimal wastage of time, effort, and resources while switching to the other code since it offers the quickest, most straightforward, and most convenient approach to expressing thoughts. she termed this as ‘communicative efficiency’. according to shartiely (2016), it depends on whether cs is viewed as a strategy or a deficiency. in an interaction, code-switching occurs between bilinguals, and they appear in patterns, whether midsentence or as a single unit. poplack (1980) stated that the code switch could occur at sentence boundaries (intersentential), in the middle of a sentence (intra-sentential), or the switching of a single word or a tag phrase (extrasentential). inter-sentential code-switching occurs between complete stretches of utterances or sentences (roxas, 2019). fluent bilingual speakers frequently utilize this kind of code-switching. meanwhile, extra-sentential refers to adding a tag in one language to an otherwise multilingual speech (mangila, 2018). since code-switching is becoming the center of research interest, a different pattern might also emerge since conventional analyses of code-switching as a language phenomenon have centered on sentential and even discourse levels but have yet to be studied at the word level. in a bilingual society, an individual can utilize codeswitching to varying degrees and in various contexts, such as at home, school, or any regular activity. the utilization of such phenomena is becoming natural. code-switching is likely to appear in a classroom setting. early in their academic careers, students are more exposed to their l1 than their l2. (waris, 2012) stated that at the tertiary level, linguistic switching may act as a barrier over time, hindering mutual understanding between the students and native speakers of the target language when they interact. horasan (2014) studied cs in efl classrooms and stated that it might imply a communicative function such as discussing classroom routines, sharing their concerns, or repeating for confirmation. parmis et al. (2020) thought of cs as an instructional medium that fills in the gaps between understanding and clarification inside the classroom. as a result, switching between their l2 and l1 using code is an effort to build a bridge to proficiency in both languages. on the other hand, teachers use codeswitching utilizing the students' native languages to impart the necessary knowledge and to clarify meaning. therefore, it benefits students and teachers (memory et al., 2018). there are several reasons why teachers and students rely on code-switching during classroom interaction. some of the factors include loss of words or failure to retrieve correct words (roxas, 2019), lack of proficiency (sert, 2005 & muthusamy et al., 2020), and filling the gap in speaking or floor-holding (muthusamy et al., 2020 & tabassum et al., 2020). shay (2015) described that code-switching deriving from the need to hold the floor indicates an inability to recall the appropriate target language structure or lexicon. code-switching is becoming more common due to frequent language contact. languages are becoming corrupted due to bilingualism and multilingual language mixes, resulting in diverse languages. meanwhile, in recent studies, code-switching and code-mixing are used interchangeably by nguyen et al. (2016), who refer to code-switching as both inter-sentential and intrasentential alternating use of the target language and the mother tongue. accordingly, this study explores the factors and patterns of code-switching in a language classroom, aiming to understand the underlying motivations for bilingual language alternation. it also considers ongoing scholarly debates about whether code-switching indicates linguistic resourcefulness or challenges in language proficiency. materials and methods this study employed a descriptive-qualitative research design to explore and describe code-switching patterns and factors in classroom interactions. the research was conducted at cagayan state university–carig campus, specifically in the college of humanities and social sciences (chss) and the college of natural sciences and mathematics (cnsm), formerly the college of arts and sciences (cas). six in-person classes from different disciplines under chss and cnsm were purposively selected as participants during the second semester of the academic year 2022–2023. prior to data collection, formal permission was obtained from the college deans, followed by informed consent from teachers to audiorecord classroom discussions. adhering to ra 10173 or the data privacy act of 2012, the researchers explained the study's purpose and recorded a one-hour session for each class. these recordings were transcribed manually, and copies were provided to the respective teachers. data were then analyzed using discourse analysis, which focuses on naturally occurring language in social contexts. the researchers concentrated on spoken discourse, particularly bilingual classroom interactions, as defined by cackrawarti (2011), where bilingualism allows code-switching to occur. the analysis involved identifying code-switching patterns and categorizing them based on triggering factors. these categories were validated by three phd-holding language educators specializing in english language education, who had studied bilingualism and discourse analysis. ethical considerations were strictly observed; the anonymity of all participants was maintained, and all teachers received copies of the transcriptions used for analysis. only the discussion portions of classroom sessions were examined to ensure focused and relevant data analysis. results and discussion table 1 shows the frequency, percentage distribution, and ranking of code-switching patterns used in six (6) recorded classroom interactions at the college of humanities and social sciences and college of mathematics and natural pa ge 64 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol.4(3) 62-70, 2025 table 1: frequency and percentage distribution of the patterns of code-switching employed in six represented classes. code-switching patterns frequency percentage ranking inter-sentential 87 23.14% 3 intra-sentential 146 38.83% 1 tag-switching 36 9.57% 4 intra-word 107 28.46% 2 total 376 100% table 2: code-switching patterns in the transcripts extract category of codeswitching pattern e14-t1: “citizenship or saan ka nakatira, where do you reside, okay, kaya meron tayong multiple nationalities.” intra-sentential e15-s1: “ma’am, ano, unlike nationality, hindi pwedeng, ano, hindi pwedeng magpalit sa race.” e53-t2: “so that should be our trademark, or something like, palatandaan ninyo, we have this, uh, stable benzene.” e72-t3: “probably siguro ano, various sources of energy.” e83-t3: “don’t you think mga sinaunang tao are already using the dry thing?” e84-t3: “yeah, probably snail mail at telegram, kasi ngayon, ano, what do we use to send letters?” e106-s4: “we should have the common ground po tapos po to get a dialogue.” e212-t4: “this is the most useful contribution, kasi ano nga, you want to initiate change.” e225-t5: “x component mo, the displacement mo, so, we will start from the x.” e113-t4: “pwedeng ‘yung iba kaya bumibili ng gano’n kasi ‘yun ang the comfort food nila.” e244-t6: “ano nga ba itong self-understanding or self-insight ni rogers.” e1-t1: “it interferes us from communicating, so the first one is, ano yung una?” inter-sentential e6-t1: “okay, in other words, hindi pantay-pantay ang kultura.” e64-t3: “let’s welcome the hostile incumbent governor, ano ibig sabihin?” e71-t3: “it’s the same, kasi wala silang kalaban, eh.” e260-t5: “the motion of the ball is an example of a projectile motion, nakuha ninyo?” e98-t4: “signs or symbols or whatever na hindi mo naiintindihan” e107-t4: “ano ‘yung mga meanings behind the tattoos of people or is that just for selfexpression?” e228-t4: “ano ‘yung mga gagawin mong campaign for your project?” e230-t4: “kahit sa inyong sariling family, you will have your own set of practices, traditions, and beliefs.” e294-t6: “tila ito ‘yung tila nagbibigay ng mas, uh, ano ‘to, they tend to be more influential.” e89-t4: “who will share his/her understanding of the four… four ba?” e223-t5: “b initial test x and y component, ‘di ba?” e271-t6: “you fail to develop that process, ‘di ba?” e246-t6: “based on this self-understanding and self-insight, ‘no?” sciences, cagayan state university – carig campus, following the identification of code-switching patterns proposed by poplack (1980) and hoffman (1991). as can be gleaned from the table, four patterns of codeswitching emerged from the data: inter-sentential, intrasentential, tag, and intra-word code-switching. among the four patterns, intra-sentential code-switching (described by poplack (1980) as the change in language that occurs in the middle of a sentence without any hesitations, breaks, or pauses) was found to be the most dominant, occurring 146 times (38.83%) in the data. in a parallel study of yulyana (2015) on code-switching analysis in classroom interactions, intra-sentential code-switching is also the most dominant pattern occurring among teachers and students. pa ge 65 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol.4(3) 62-70, 2025 e57-t2: “also we have this nitration, ‘no?” extra-sentential e58-t2: “toluene undergoes nitration approximately 25 times faster than benzene, that means it is very fast, ‘no?” e301-t6: “on the other hand, for the incongruent self naman, the self-image is different to the ideal self.” e111-t4: “so, everyday kang bumibili?” e127-t4: “so, ‘yun ang ibig sabihin.” e155-t4: “so, ano namang sinasabi nito?” e236-t6: “so, ‘yun naman ay kabaligtaran.” e307-t6: “wow! ang galing galing mo naman!” e26-t1: “i-translate natin affiliates is kinabibilangan.” intra-word e33-t1: “wala akong masyadong ma-example dahil hindi naman ako tubong cagayan.” e34-t1: “kapag wala kang pang-tuition.” e42-t1: “...hindi lang ako yung magcocontrol ng buong conversation.” e44-t1: “...nagno’non-verbal kayo nakikita ko...” e61-t2: “na-follow lang ba?” e166-t4: “...na-discuss natin unang-una pa.” e87-t3: “inexplain na natin iyan.” e198-t4: “paano nila ineexpress ito?” table 2 shows the use of different patterns in the transcripts. intra-sentential switching is a type of code-mixing which occurs within a phrase, clause, or a sentence boundary without any hesitations, breaks, or pauses (hoffman, 1991; girsang, 2015; paplock, 1980) or code-switching within or inside sentences (alhamdan, 2019). the term is also used to mean “code-mixing” by those who strictly view code-switching and code-mixing as two distinct language phenomena, with the latter entailing transfer of linguistic units from one code into another (spice, 2018; alhamdan, 2019; kachru, 1978; park-johnson, 2019). the cases of intra-sentential codeswitching illustrated above involve switching from the target language (english) to the native language (filipino). in e14, the interactant inserted the filipino phrase “saan ka nakatira” to define the aforementioned target language “citizenship.” the filipino phrase “kaya meron tayong” was also inserted by the interactant within sentence boundaries. the same code-switching pattern is evident in e15, e53, e72, e83, e84, e106, e212, and e225. memory et.al. (2018) mentioned that the teacher code changes to the native language to explain the meaning in order to emphasize the significance of the foreign language topic for efficient comprehension. gulzar (2010) and pradita (2015) also elaborated that since instructions are typically given using students' l1, switching codes to change the topic is a fairly common phenomenon in the classroom. this kind of switch shows that teachers believe it is necessary to explain foreign language rules in the student's native tongue. although all of the extracts above typify intra-sentential code-switching with english (target language) as the initial code, there are also instances in the data that feature the native language as the initial code, while the target language acts as the inserted code, as can be seen in e113 and e244. in e113, the interactant begins the line in filipino with the hypothetical clause “pwedeng ‘yung iba kaya bumibili ng gano’n kasi ‘yun ang…”, and then injects the english phrase “comfort food” and reverts back to filipino with the referential element “nila”. such pattern is resembled by e244, with the interactant beginning the line with a common filipino interrogative construction “ano nga ba itong…” and then inserts the english compounds “selfunderstanding or self-insight” and then switches back to filipino with the insertion of the preposition “ni”. note that while these two examples share the same codeswitching pattern, the communicative purposes served by both vary. the extracts clearly illustrate that interactants code-switched in the middle of their utterance. inter-sentential code-switching occurs when the switch happens at sentence boundaries—words or phrases at the beginning or end of a sentence (girsang, 2015). intersentential code-switching takes place between complete stretches of utterances or sentences (roxas, 2019). in the first extract cited above, the interactants began with the target language (english) ‘it interferes us from communicating, so the first one is’ and switched to the native language (filipino) ‘ano yung una?’ which translates to ‘what is the first one’ is an utterance illustrating intersentential code-switching. similar code-switching pattern is shown in e6, where the lecturer used the l2 ‘okay, in other words,’ and proceeded with the l1, ‘hindi pantaypantay ang kultura’ which translates to ‘culture is not equal.’ these patterns of inter-sentential code-switching can also be seen in e64, e71, e260, and e98. another form of inter-sentential code-switching is the use of the native language as the initial code followed by the target language as can be seen in the table. in these pa ge 66 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol.4(3) 62-70, 2025 cases, the interactants began with the l1 and switched to l2. the filipino phrase ‘kahit sa inyong sarili’ in e230, which translates to ‘even in your own’ is inserted along the utterance which implies inter-sentential code-switching at the beginning of a sentence. similar switching patterns can be seen in e107, e228, and e294. extra-sentential switching refers to the insertion of a tag in one language to an utterance that is otherwise in another language (mangila, 2018) that includes short utterances, fillers, and idiomatic expressions (poplack, 1980). girsang (2015) also called this instance an emblematic switching, wherein the switch is simply an interjection, a tag, or a sentence filler in the other language which serves as an ethnic identity marker. in the above extract, the tag ‘ba’ was inserted at the end of the sentence. it is a widely used term in the filipino language as an indicator of an interrogative sentence. the insertion of ‘ba’ suggests that the lecturer was trying to confirm the correctness of what she was referring to as the ‘four’ and to put emphasis on the question. the expression ‘’di ba’ is also very common in the native language. it is a shortened term for ‘hindi ba’ in the filipino language and can be translated to ‘right?’ in the target language. the interactant inserted the native tag at the end of the sentence to indicate a question. these extracts show the frequent usage of the tag ‘di ba?’ when the lecturer tries to ensure the understanding of the students of what is being discussed through this tag for questioning. in the study of ataş and sağın-şimşek (2021), the results suggest that the most frequent form of code-switching was observed to be using discourse markers. the extracts above proved that discourse markers are frequent in bilingual classrooms. the native filipino term ‘no’ is a shortened version of ‘ano’ which also indicates a question of confirmation. it can mean ‘right?’ in the target language, which is also a discourse marker. it is also inserted at the end of the sentence to indicate a question. this tag occurs in e346, e57, and e58 with the same functions. in this sentence, the tag is inserted by the teacher in the middle of the target language. the native word ‘naman’ doesn’t have a direct translation in the target language. if the word is eliminated from the sentence, it would still mean the same because there’s already an ‘on the other hand’ line at the beginning. this native language is a discourse marker, specifically a contrastive marker, which signals some contrast between the textual elements they link. the expression ‘so’ is the most frequently occurring tag in the classroom which is an adverb that means in a manner or way indicated or suggested. it can also mean thus, then or subsequently. it is a discourse marker because by employing the native language ‘so’, the interactant is trying to connect, organize, and manage what they say (yunita & suryani, 2019). the examples above of tagswitching with the tag ‘so’ in the beginning shows that a thought is to be anticipated after its occurrence. girsang (2015) mentioned that this is a switching with sentence tags that precede a sentence. the teacher in extract e307-t6 expressed emotions by beginning the statement with the target language ‘wow’, and it is usually used in expressing astonishment or admiration. this is an example of an interjection kind of tag-switching because it is used to express emotions (yunita & suryani, 2019). one pattern rarely mentioned in code-switching literature but was nonetheless persistent in the data is intra-word or intra-lexical code-mixing. in fact, macswan and colina (2014 cited in stefanich et al, 2019) claimed that while interword code-switching is widely attested, intra-word code-switching has been argued to be impossible. it is argued by stefanich (2019) that intra-word cs is in fact a robust and widespread characteristic of multilingual speech. intra-word or intra-lexical code-mixing is the combination of elements (e.g., a root and an affix) from different languages within a single word. in the first extract, a piece of morphological information “i-” from filipino is attached to the english word “translate” to create the derivative i-translate which is a demonstration of intra-lexical code-switching or the switching of two codes within a word. the derivational morpheme “i-” is used to indicate that the following verb is infinitive. hence, i-translate means “to translate”. the extract above illustrates intra-word code-switching with the combination of the filipino prefix “ma-” and the english noun “example”. oftentimes, in the filipino language, “ma-” is attached to nouns to create an adjective derivative. however, in the case of “ma-example”, although “ma-” is attached to a noun, the derivative is not exactly an adjective but a verb that, which renders it like the function of “i-” in the previous extract. in other words, “ma-” was used to indicate infinitive form. maexample then roughly translates as “to give as example”. the given extract above consists of the english noun root/base ‘tuition’ and the tagalog prefix ‘pang’ illustrating another example of intra-word codeswitching. bilingual speakers, who speak two or even more languages, normally tend to code-switch when speaking to another bilingual person by mixing languages within word boundaries. the prefix “pang-” is used when a tool or an instrument is used to perform the action expressed by the root. it’s also an allomorph of “pam-” which is usually used before bilabial consonants. in this case, t1 employed intra-word code-switching in the word magcocontrol. this example does not only illustrate the morphological process of derivation, but it also shows a systematic repetition of a phonological material within a word for semantic or grammatical purposes (urbanczyk, 2017). as in the case of magcocontrol, the prefix ‘mag’ is attached to the base ‘control’ plus a reduplicant ‘co’ to mark the present perfect progressive aspect of the verb. the same thing can be said with e44 with the word nagno’non-verbal exemplifying intra-word code-switching, only this time “nag-” marks the past perfect progressive form (should the word non-verbal be taken as a verb by virtue of the bound morpheme pa ge 67 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol.4(3) 62-70, 2025 attached to it). the extracts above show that the l2 root words are combined with the tagalog prefix ‘na’ to produce new words and new meanings. in e61 and e166, the prefix ‘na’ in ‘na-discuss’ and ‘na-follow’ is a past-tense marking prefix that is appropriately attached to english verbs in their uninflected form. the extracts above show that the l2 root/base words are combined with the tagalog prefix ‘in'. ‘explain’ without the ‘in’ is an english verb that means to describe something in detail, however, with the addition of the bound morpheme ‘in’, the tense of the verb changes. from ‘explain something in detail’, the semantics changes to ‘explained in detail.’ since “in-” is a past-tense marking prefix in filipino. unlike the “in-” in e87, “in-” in e194 does not mark the simple past tense. instead, it marks the present progressive aspect as evidenced by the presence of partial reduplication. in the filipino language, the present progressive is shown through the repetition of the first syllable of the base word. the extract above shows that the english compound word ‘overthink’ is combined with the tagalog prefix ‘nag’ to produce a new word with new meaning. the tagalog prefix “nag-” is often added to denote completion of an action. however, “nag-” in this case marks the present tense functioning to present a habitual action. table 3: code-switching functions in the transcripts extract function “it interferes us from communicating, so the first one is, ano ‘yung una?” asking to stimulate response“let’s welcome the hostile incumbent governor, ano ibig sabihin?” “yeah, probably snail mail at telegram, kasi ngayon, ano, what do we use to send letters?” “citizenship, or saan ka nakatira, where do you reside, okay, kaya meron tayong multiple nationalities.” clarification/ reiteration “ano ‘yung mga meanings behind the tattoos of people or is that just for self-expression?” “gaano ka kapetite, petite po ang tawag sa’tin.” “x component mo, the displacement mo, so, we will start from the x.” conveying intimacy/ solidarity“wow! ang galing galing mo naman!” “noong tinikman ko ‘yung icing, parang may flashback at naalala ko ‘yung childhood days ko kasi ‘yun ang lasa ng icing.” “pwedeng ‘yung iba kaya bumibili ng gano’n kasi ‘yun ang comfort food nila.” equivalence “nasabi ko na ‘to sa klase before, ‘yung mga seen mode sa gc.” “we should have the common ground po tapos po to get a dialogue.” “if yung customer, sir, ay ayaw na iyong dating product...mag-iinvent ng new product.” explanation/ elaboration“parang ang meaning niya pala ‘yun kapag may nakita kang babae na may medusa is nakaexperience siya ng mga sexual assault or sexual harassment.” “sabi nung customer...do you have mango juice?” and sagot ng server...regular or large?” “ma’am, ano, unlike nationality, hindi pwedeng, ano, hindi pwedeng magpalit sa race.” floor-holding “probably siguro, ano, various sources of energy.” “wait, iniisip ko ‘yung, the range.” “nung unang panahon...kapag wala kang pan-tuition…” loss of words “pwedeng tumatango kayo, nagno’non-verbal kayo…” “tagging of earlobes, paghawak-hawak sa tenga.” translation “in other words, affiliates is iyong kinabibilangan.” “ano ibig sabihin niyan? what does that mean?” discussion code-switching has been extensively studied over the past few decades, and two of the most common conceptions have to do with communicative language ability or proficiency in two codes, or the opposite – incompetence in the target language. the researchers, however, maintain the former. they adopt what bautista (2004) termed as proficiency-driven type of tagalog-english (taglish) code-switching in which the interactants (teachers and students) are competent in the two languages and can easily switch from one to the other, for maximum efficiency or effect. as have been observed by various experts in the field of bilingualism, code-switching does in fact serve a number of communicative purposes. horasan (2014) conducted research on cs in efl classrooms and claimed that it could signify a communicative classroom function like going over classroom procedures, expressing worries, or repeating for confirmation. parmis et al. (2020) also maintain that cs is a teaching tool that bridges the gap between comprehension and clarification in the pa ge 68 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol.4(3) 62-70, 2025 classroom. as a result, moving between l2 and l1 could be interpreted as an attempt to create a bridge to language fluency in both. teachers also employ code-switching to convey important information and to make meaning clear by using the students' home languages. this makes it advantageous for both students and teachers (memory et al, 2018). fachriyah (2017) also mentioned that codeswitching in language instruction has multiple functions that support an effective learning process. these functions include (1) clarification, (2) reiteration or repetition, (3) explanation, (4) asking, (5) translation. tabassum et. al. (2020) also proposed other factors, such as equivalence and floor-holding. additionally, muthusamy et al. (2020) stated that conveying intimacy or solidarity is another factor that drives code-switching. meanwhile, roxas (2019) believed that cs is used to aid ‘loss of words.’ code-switching in classroom interactions fulfills several communicative functions that collectively enhance instructional effectiveness. first, asking questions using code-switching stimulates student response and encourages participation, especially when familiar native terms are used to elicit meaning (fachriyah, 2017; sert, 2005; memory et al., 2018). second, clarification or reiteration serves to emphasize or repeat messages in another code for better understanding, often driven by lexical need (tabassum et al., 2020; zetri et al., 2018; horasan, 2014). third, to convey intimacy and solidarity, speakers use native possessives or compliments to reduce social distance and foster familiarity (majid, 2019; muthusamy et al., 2020; alqarni, 2020). fourth, equivalence occurs when native expressions are inserted in lieu of hard-to-translate english concepts or respect markers, promoting fluency in expression (sert, 2005; girsang, 2015). fifth, explanation and elaboration involve switching to better explain abstract concepts or personal experiences, enabling speakers to clarify their thoughts using their full linguistic resources (fachriyah, 2017; nurzahidah, 2020; moore, 2022). sixth, floor-holding entails the use of fillers or interjections in the native language to prevent breakdowns and fill pauses during speech (tabassum et al., 2020; shay, 2015; parmis et al., 2020). seventh, loss of words prompts spontaneous intra-lexical switching when speakers forget or lack an appropriate term, a common issue in informal classroom talk (roxas, 2019; yoosuf, 2020). lastly, translation involves deliberate switching to define or explain terms for clearer understanding, especially when introducing new vocabulary or concepts (shartiely, 2016; gulzar, 2010; bhatti et al., 2018). despite the diversity of these functions, they all serve a macro goal of communicative efficiency, as defined by bautista (2004), enabling speakers to choose the most expressive and convenient way of conveying meaning with minimal effort, thus fostering both linguistic comprehension and classroom rapport. conclusions as the brief discussion has shown, a rich corpus of language in one area of language use in the philippines has resulted from classroom interaction among the teachers and students from the college of humanities and social sciences (chss) and the college of natural sciences and mathematics (cnsm). the sparse data studied above contains numerous instances of the four code-switching patterns, including intra-sentential, inter-sentential, tagswitching, and intra-word mixing. it also showed eight code-switching factors emerging inside the classroom interactions. meanwhile, even the modest preliminary analysis presented here demonstrates the potential of such discourse events to provide extensive, highly contextualized databases that can be used to test and refine the hypothesis proposed by scholars investigating code-switching patterns and factors in other domains and genres. further analysis of this corpus, informed by additional research, should yield more insightful observations into patterns and factors affecting codeswitching, and will probably motivate a re-evaluation of the conclusions reached here. in order to avoid dismissing tagalog-english code-switching as a mere instance of random or irregular language mixing caused by insufficient control of either language, it is important for educators to become aware of the sociolinguistic analyses of code-switching. rather than being a sign of linguistic deficiency, code-switching is a form of multilingual performance that warrants further research. this study revealed the existence of identifiable codeswitching patterns and influencing factors in classroom interactions. it also demonstrated that participants switch codes for various communicative purposes. based on these findings, several recommendations are proposed. first, interviews with code-switching interactants should be included to gain deeper insights into their motivations for switching between tagalog and english. second, the scope of data sources should be expanded beyond classroom interactions to include other contexts where code-switching is prevalent, such as news broadcasts, political interviews, religious discourses, and professional meetings. third, future studies should explore the morphophonology of intra-word code-switching. lastly, analyzing a larger corpus of code-switching data is recommended to improve the reliability and generalizability of the findings. references adesina, o., & jegede, o. 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(2018). an analysis of code-mixing in a debate activity as part of english club programs at sman 2 bengkulu city. journal of applied linguistics and literature, 3(1), 1–10. https:// ejournal.karinosseff.org/index.php/jadila/article/ view/117 pa ge 1 pa ge 60 american journal of education and technology (ajet) development of a framework to implement a web-based thesis management system in colleges of education in nigeria aminat obakhume abdul-salaam1* volume 3 issue 4, year 2024 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v3i4.3678 https://journals.e-palli.com/home/index.php/ajet article information abstract received: july 30, 2024 accepted: september 26, 2024 published: november 20, 2024 this study investigates the challenges of the manual thesis management process in colleges of education in nigeria and explores the potential benefits and barriers to adopting a web-based thesis management system. this study employed a mixed-methods research design and data were collected through questionnaire and interview. the findings highlight the need for automation to improve efficiency and consistency. despite the identified advantages of a web-based system, such as streamlined processes, enhanced communication, and improved quality control, the study also uncovered significant barriers to adoption. these include underdeveloped it infrastructure, limited human resources, high implementation costs, and resistance to change. the study emphasizes the importance of institutional readiness, with a focus on improving internet connectivity, expanding it resources, and securing external funding to address financial constraints. a framework for adoption is proposed, encompassing key stages such as assessment and planning, technical requirements, training and support, and continuous monitoring and evaluation. the study concludes that a web-based thesis management system can greatly enhance the efficiency and quality of thesis processes if implemented with proper resource allocation, training, and long-term sustainability planning. keywords colleges of education, framework development, web-based thesis management system 1 department of science department of computer science, federal college of education (special), oyo state, nigeria * corresponding author’s e-mail: obakhume@gmail.com introduction the thesis writing process is a critical component of higher education, serving as the capstone of a student’s academic journey and a demonstration of their ability to conduct independent research. in nigerian colleges of education, the completion of a thesis is a mandatory requirement for obtaining the national certificate of education (nce). this process is intended to foster students’ research skills, critical thinking, and ability to engage with scholarly work. however, the current method of managing the thesis process in these institutions are often inefficient, cumbersome, and fraught with challenges. traditional thesis management in many educational institutions, including nigerian colleges of education, relies heavily on manual processes. this approach is characterized by the physical submission of documents, face-to-face meetings between students and supervisors, and manual tracking of student progress. several studies have highlighted the inefficiencies associated with these traditional methods. according to essuman (2020), manual thesis management is often slow and cumbersome, leading to delays in feedback and communication between students and supervisors. this lack of timely interaction can impede the progress of thesis writing, resulting in extended timelines for thesis completion. guto and jumba (2021) also note that manual systems are prone to errors in record-keeping, such as misplaced documents and inaccuracies in tracking submission dates, which can lead to disputes and administrative challenges. in nigerian colleges of education, these issues are further exacerbated by the quality of students admitted and the limited availability of resources. the quality of students admitted into colleges of education in nigeria has been a subject of concern for policymakers, educators, and researchers (birabil, & ogeh, 2020). the entry qualifications for colleges of education in nigeria tend to be lower than those for universities. this means that many students who are unable to gain admission into universities due to poor academic performance often choose colleges of education as a second or last resort. the advancement of digital technologies has prompted many educational institutions globally to adopt web-based thesis management systems to address the challenges of traditional methods. a web-based thesis management system offers a centralized platform where all aspects of the thesis process, including submission, review, feedback, and approval, can be managed efficiently (byungura, 2015). research by mudawe (2018) demonstrates that web-based systems can significantly streamline the thesis process by facilitating better communication between students and supervisors. these systems allow for the electronic submission of documents, real-time feedback, and progress tracking, which can reduce delays and improve the overall efficiency of the process. in another study conducted by byungura (2015), the implementation of a web-based thesis management system in a university setting was shown to reduce the average time to thesis completion by 20%, highlighting the potential benefits of such systems in improving academic outcomes. the implementation of a web-based thesis management system in colleges of education in nigeria can address many of the challenges affecting the quality of theses produced by students (paul et al., 2022). the system can improve the academic readiness of students, promote better research practices, and enhance the overall quality of thesis submissions, by providing structured support, pa ge 61 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 60-71, 2024 ensuring real-time supervision, and offering access to necessary research tools. furthermore, web-based systems can provide students with easy centralized access to resources such as thesis writing guidelines, templates, and research tools. this centralized access ensures that all students have the necessary information to produce highquality work and helps standardize the institution’s thesis process (maltese, 2018). additionally, many web-based thesis management systems integrate with plagiarism detection tools, ensuring that the originality of student work is maintained (alsallal et al., 2019). while the benefits of web-based thesis management systems are well-documented, there are also challenges associated with their implementation, particularly in the context of developing countries like nigeria. one of the primary challenges is the technological infrastructure required to support such systems. many colleges of education in nigeria may lack the necessary it infrastructure, including reliable internet access, servers, and technical support staff (sagir, 2019). additionally, there is often resistance to change among faculty and students, who may be accustomed to traditional methods and wary of adopting new technologies. kho, gillespie, and martin-khan (2020) discuss the importance of change management strategies in successfully implementing web-based systems, including providing training and ongoing support to users. the study emphasizes that without proper training and clear communication of the benefits, the adoption of a web-based system may be slow, and its potential advantages may not be fully realized. financial constraints also pose a significant challenge. the development, deployment, and maintenance of a web-based thesis management system require significant investment, which may be difficult for institutions with limited budgets (nyirenda, & moyo, 2019). institutions must carefully consider the cost-benefit ratio and explore funding opportunities or partnerships that could support the implementation of such systems. the successful implementation of a web-based thesis management system requires careful planning and adherence to best practices. several frameworks have been proposed in the literature to guide the development and deployment of these systems. one common framework involves a phased approach, starting with a needs assessment to identify the specific challenges and requirements of the institution (chofreh et al., 2018). this is followed by the design and development phase, where the system is tailored to meet the identified needs. kho, gillespie, and martin-khan (2020) recommend involving key stakeholders, including students, faculty, and it staff, in the design process to ensure that the system is userfriendly and addresses the specific needs of all users. the deployment phase should be accompanied by comprehensive training for all users, as well as the establishment of a help desk or support system to assist with any issues that arise during the transition. kho et al. (2020) highlight the importance of pilot testing the system with a small group of users before full-scale deployment to identify and resolve any technical or usability issues. finally, the evaluation phase involves monitoring the system’s performance and gathering feedback from users to make continuous improvements. maltese (2018) suggests regular updates and enhancements to the system based on user feedback and technological advancements to ensure that it remains effective and relevant. for nigerian colleges of education, the adoption of a web-based thesis management system presents an opportunity to overcome the inefficiencies of traditional thesis management methods. by centralizing the thesis process and improving communication, such a system can help reduce delays, enhance the quality of student theses, and provide a more organized and transparent process. however, the successful implementation of this system requires careful consideration of the unique challenges faced by these institutions, including technological infrastructure, financial constraints, and resistance to change. by following best practices and adopting a structured framework for implementation, nigerian colleges of education can maximize the benefits of a web-based thesis management system and improve the overall academic experience for both students and faculty. statement of the problem in academic institutions, the management of thesis submissions, reviews, and approvals is a critical but often cumbersome process. traditionally, this process has been managed through manual, paper-based systems, leading to significant inefficiencies, delays, and errors (chaputula, 2022). these outdated methods not only burden students, faculty, and administrators with unnecessary administrative tasks but also hinder the timely completion and quality assurance of academic work. as the number of students and the volume of research output continue to grow, the limitations of manual thesis management systems have become increasingly apparent. institutions face challenges in tracking the progress of thesis submissions, ensuring the timely provision of feedback, maintaining the security and integrity of academic work, and facilitating effective communication between students and their supervisors (chaputula, 2022). these challenges are further exacerbated by the complexity of coordinating multiple stakeholders, including students, faculty, administrators, and external examiners, all of whom must collaborate effectively to ensure the success of the thesis process. while web-based thesis management systems offer a promising solution to these challenges by streamlining the thesis process through digital automation, the adoption of such systems is not straightforward. institutions often encounter significant barriers to successful adoption, including resistance to change, inadequate technical infrastructure, and a lack of integration with existing academic systems (kho et al., 2020). furthermore, without a clear framework to guide the adoption process, institutions may struggle to implement these systems effectively, resulting in underutilization, user pa ge 62 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 60-71, 2024 dissatisfaction, and a failure to realize the full benefits of digital transformation. therefore, there is a critical need for a framework that addresses the unique challenges of adopting web-based thesis management systems in academic institutions. aim and objectives of the study the primary aim of this thesis is to develop a framework for the adoption of a web-based thesis management system in colleges of education in nigeria. to achieve the stated aim, the following specific objectives will guide the research: 1. to investigate the current thesis management practices in nigerian colleges of education, identifying the key challenges and inefficiencies associated with traditional, manual processes. 2. to assess the technological capabilities and infrastructure of nigerian colleges of education to determine their readiness for the implementation of a web-based thesis management system. 3. to develop a framework that outlines the key components, functionalities, and implementation steps necessary for deploying a web-based thesis management system in nigerian colleges of education. research questions to guide the development of a framework for the adoption of web-based thesis management system in colleges of education in nigeria, the following research questions were formulated: 1. what are the current thesis management practices in nigerian colleges of education, and what challenges and inefficiencies are associated with these practices? 2. what are the technological capabilities and infrastructure available in nigerian colleges of education, and how do they impact the readiness for implementing a web-based thesis management system? 3. what are the specific needs and requirements of students, supervisors, and administrative staff for a webbased thesis management system in nigerian colleges of education? 4. what key components, functionalities, and steps should be included in a framework for the successful implementation of a web-based thesis management system in nigerian colleges of education? research methodology this study employs a mixed-methods research design to capture a holistic view of the adoption process for web-based thesis management systems. the research is structured in two key phases and they are the exploratory phase and developmental phase. the exploratory phase is used to explore the current challenges, needs, and perceptions of stakeholders involved in thesis management and insights from the exploratory phase was used to develop a the framework. the purposive sampling technique was used to select participants to be interviewed. a self-structured questionnaire with a mix of likert-scale and multiple-choice questions to collect quantitative data that identifies challenges, readiness levels and perceptions related to the adoption of a webbased thesis management system from students, lecturers, it staff and administrators from the federal college of education (special), oyo. a stratified random sampling technique was used to select a sample for the survey. data collected from the survey were used to draft questionnaires for the interview. the interview data collected were analyzed using thematic analysis themes, challenges, and strategies related to the adoption of the thesis management system. atlas.ti was used to code and organise data, making it easier to identify patters and draw conclusion. the quantitative data were analysed using frequencies, means, and standard deviations. results and discussion: table 1: demographic role role frequency percentage valid student 150 68.2 lecturer 35 15.9 it staff 15 6.8 administrator 20 9.1 total 220 100.0 table 3: years of experience (for lecturers, it staff, administrators) year of experience frequency percentage valid less than 1 year 15 21.4 1-5 years 30 42.9 6-10 years 18 25.7 more than 10 years 7 10.2 total 70 100.0 table 2: demographic gender of the respondents role frequency percentage valid male 89 40.5 female 131 59.5 total 220 100.0 table 1 provided an overview of the demographic distribution of participants by their role. the majority of respondents were students, accounting for 68.2% (150 out of 220). lecturers comprised 15.9% (35 respondents), while it staff and administrators represented smaller portions, with 6.8% (15 respondents) and 9.1% (20 respondents), respectively. this indicated that the sample was predominantly composed of students. table 2 illustrated the gender distribution among respondents. out of the 220 total respondents, 89 (40.5%) were male, while 131 (59.5%) were female. this revealed that a greater proportion of the respondents were female. pa ge 63 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 60-71, 2024 table 3 outlined the distribution of years of experience among lecturers, it staff, and administrators. the data revealed that 21.4% of respondents have less than 1 year of experience, while 42.9% have between 1 and 5 years of experience. experience level between 6 and 10 years was reported by 25.7% of respondents, and those with more than 10 years of experience constituted 10.2%. table 4: demographic age group of respondents age group frequency percent cumulative percent valid under 20 120 54.5 54.5 21-30 52 23.6 78.2 31-40 35 15.9 94.1 41 and above 13 5.9 100.0 total 220 100.0 table 6: how do you perceive the idea of adopting a web-based thesis management system in your institution? frequency percent valid percent cumulative percent valid very negative somewhat negative somewhat positive very positive total 1 26 146 47 220 .5 11.8 66.4 21.4 100.0 .5 11.8 66.4 21.4 100.0 .5 12.3 78.6 100.0 table 7: in your opinion, what are the major benefits of using a web-based thesis management system? frequency percentage easier communication between students and supervisors 100 66.7 better thesis organization 85 56.7 faster feedback on thesis drafts 90 60.0 improved access to research materials and tools 80 53.3 plagiarism detection 45 30 total respondents 150 100 table 4 showed that the age demographic of over half of the respondents (54.5%) were under 20 years old, reflecting a significant concentration of younger individuals in the survey population. those aged 21-30 made up 23.6%, while 15.9% were between 31 and 40 years old, and just 5.9% were 41 or older. this distribution indicated that the majority of the respondents were relatively young, table 5: are you aware of web-based system for managing thesis writing frequency percentage valid yes 69 31.4 no 151 68.6 total 220 100.0 table 5 examined the level of awareness of web-based systems for managing thesis writing among a sample of 220 individuals. of these, 69 respondents (31.4%) indicated they were aware of such systems, while 151 respondents (68.6%) were not. the standard deviation for the responses is 0.45, indicating a moderate level of variability in the level of awareness among the participants. this suggests that while a significant portion of the sample is unfamiliar with web-based thesis management tools, there is a noticeable subset that were aware of them. with a substantial drop in representation among older age groups. research question 1: what are the current thesis management practices in nigerian colleges of education, and what challenges and inefficiencies are associated with these practices? table 6 presented the perceptions of respondents regarding the adoption of a web-based thesis management system in their institution. the majority of respondents held a favorable view, with 66.4% perceiving the idea as somewhat positive and 21.4% as very positive, together accounting for 87.8% of the total responses. a smaller proportion, 11.8%, views the idea as somewhat negative, and only 0.5% holds a very negative perception. table 7 presented respondents’ opinions on the major benefits of using a web-based thesis management system. the most frequently cited advantage is easier communication between students and supervisors, noted by 66.7% of respondents. this is closely followed by faster feedback on thesis drafts, which 60.0% of respondents identified as a significant benefit. additionally, 56.7% of participants valued better thesis organization, and 53.3% appreciated improved access to research materials and tools. plagiarism detection was mentioned by 30% of respondents as a notable benefit. overall, the data highlights that efficient communication and expedited feedback are the top advantages perceived by users, with other benefits such as organization and resource access also being recognized. pa ge 64 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 60-71, 2024 table 8: what concerns do you have about adopting a web-based thesis management system? frequency percentage cost of implementation 45 30.0 technical difficulties for users 110 73.3 lack of technical support 95 63.3 resistance from lecturers or students 35 23.3 data security and privacy concerns 90 60.0 internet connectivity issues 140 93.3 total respondents 150 100.0 table 8 outlined key concerns about adopting a webbased thesis management system among respondents. the most significant concern is internet connectivity issues, cited by 93.3% of respondents, reflecting the high dependence on stable internet access for such systems. technical difficulties for users is also a major concern, reported by 73.3% of participants, indicating a potential barrier to effective system use. lack of technical support and data security and privacy concerns are notable issues, with 63.3% and 60.0% of respondents expressing apprehension, respectively. the cost of implementation and resistance from lecturers or students are less prevalent concerns, reported by 30.0% and 23.3% of respondents. research question 2: what are the technological capabilities and infrastructure available in nigerian colleges of education, and how do they impact the readiness for implementing a web-based thesis management system? table 9 presented respondents’ ratings of the current level of technological infrastructure at the college to support a web-based thesis management system. a majority of respondents, 124 out of 220 (56.4%), rated the infrastructure as inadequate. additionally, 51 respondents (23.2%) considered it very inadequate, bringing the cumulative percentage of negative assessments to 79.5%. only 45 respondents (20.5%) found the infrastructure “adequate, indicating a significant concern about the college’s readiness to implement such a system. table 9: how would you rate the current level of technological infrastructure at the college to support a web-based thesis management system? frequency percentage valid very inadequate 51 23.2 inadequate 124 56.4 adequate 45 20.5 total 220 100.0 table 11: how comfortable are you with using webbased systems and online platforms? frequency percentage valid very uncomfortable 15 6.8 uncomfortable 37 16.8 comfortable 142 64.5 very comfortable 26 11.8 total 220 100.0 table 10: : do you have access to a reliable internet connection at your institution? role frequency percentage valid never 153 69.5 rarely 67 30.5 total 220 100.0 table 12: has your institution provided any training related to online or web-based systems? frequency percentage valid no 64 29.1 yes 156 70.9 total 220 100.0 table 10 presented the distribution of responses regarding access to a reliable internet connection at the institution. according to the data, a significant majority of respondents, 69.5%, reported that they never had access to a reliable internet connection. in contrast, 30.5% of respondents indicated that they rarely had access reliable internet. this distribution highlighted a predominant issue with internet reliability, as most respondents experience consistent difficulties with their internet connection. table 11 presented the distribution of comfort levels with using web-based systems and online platforms among respondents. the majority of respondents (64.5%) reported being comfortable with these systems, indicating a high level of familiarity and ease. a smaller proportion, 11.8%, felt very comfortable, suggesting a strong positive engagement with online platforms. conversely, 16.8% of respondents were uncomfortable, and 6.8% were very uncomfortable, reflecting some degree of discomfort or challenges with these systems. this showed an overall positive attitude towards web-based systems and online platforms among the majority of participants. table 12 presented the distribution of responses regarding whether institutions have provided training related to online or web-based systems. out of the total 220 respondents, 64 individuals (29.1%) reported that their institutions had not provided such training, while 156 individuals (70.9%) confirmed that their institutions had indeed offered training in this area. this indicated that a majority of 70.9% had received training related pa ge 65 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 60-71, 2024 table 13: if yes, how effective was the training? frequency percentage valid very ineffective 16 7.3 ineffective 163 74.1 effective 38 17.3 very effective 3 1.4 total 220 100.0 to online or web-based systems, suggesting a strong emphasis on digital competency within these institutions. table 13 illustrated the perceived effectiveness of the training among participants. of the 220 responses, 16 individuals (7.3%) rated the training as very ineffective, 163 (74.1%) deemed it ineffective, 38 (17.3%) considered it effective, and 3 (1.4%) rated it as very effective. this data indicated that the majority of participants found the training to be less effective, with only a small fraction expressing a positive evaluation. table 14: are there it staff available at your institution to provide support for technical issues related to a webbased thesis management system? frequency percent valid percent cumulative percent valid not available 98 44.5 44.5 44.5 available but with limitations 122 55.5 55.5 100.0 total 220 100.0 100.0 table 14 assessed the availability of it staff for supporting technical issues related to a web-based thesis management system. the result revealed that 44.5% of respondents reported that it staff were not available to provide such support, while 55.5% noted that it staff were available but with limitations. this indicates that while a majority of institutions have some level of it support, it is often constrained in its capacity. the table suggests that there may be challenges in fully addressing technical issues due to limited it resources, highlighting the need for potentially increasing support staff or enhancing their capabilities to better manage the webbased thesis management systems. research question 3: what are the specific needs and requirements of students, supervisors, and administrative staff for a webbased thesis management system in nigerian colleges of education? challenges with current thesis management table 15: what are the major challenges you face in the current thesis management process? frequency percentage difficulty in scheduling meetings with supervisors 56 37.3 delays in receiving feedback from supervisors 78 52.0 poor thesis organization and progress tracking 90 60.0 inconsistent access to research materials and resources 102 68.0 plagiarism issues 45 30.0 difficulty in formatting and organizing the final thesis document 110 73.3 time management and deadlines 148 98.7 lack of standardized process for thesis submission 150 100.0 total respondents 150 100.0 table 15 revealed the major challenges faced by respondents in the thesis management process. the data reveals that the most prevalent issues are time management and deadlines, with 98.7% of respondents identifying it as a significant challenge. additionally, a lack of standardized processes for thesis submission is highlighted by 100% of respondents, indicating a universal concern. other notable challenges include difficulty in formatting and organizing the final thesis document (73.3%), inconsistent access to research materials and table 16: do you think a web-based system would help address these challenges? frequency percent valid percent cumulative percent valid no 19 8.6 8.6 8.6 yes 201 91.4 91.4 100.0 total 220 100.0 100.0 resources (68.0%), and poor thesis organization and progress tracking (60.0%). delays in receiving feedback from supervisors and difficulties in scheduling meetings are also significant concerns, affecting 52.0% and 37.3% of respondents, respectively. plagiarism issues are less prevalent but still impact 30.0% of respondents. technical challenges with current thesis management pa ge 66 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 60-71, 2024 table 16 revealed the perceptions of respondents regarding the potential benefits of a web-based system in addressing technical challenges. the result shows that 8.6% of respondents believe a web-based system would table 17: which features do you think are essential for a web-based thesis management system? frequency percentage real-time feedback and communication 143 95.3 thesis progress tracking 86 57.3 automated formatting and submission workflows 74 49.3 plagiarism detection tools 38 25.3 repository of past theses for reference 120 80.0 data analysis tools (e.g., spss integration) 32 21.3 thesis template 132 88.0 total respondents 150 100.0 total respondents 150 100.0 table 19:what are the key technical challenges your institution face in implementing a web-based management system? frequency percentage lack of server 3 20.0 poor internet bandwidth 8 53.3 lack of technical staff for maintenance 6 40.0 data security issues 5 33.3 high implementation costs 15 100.0 software compatibility issues 8 53.3 total respondents 15 100.0 not be helpful, while a substantial 91.4% think it would be beneficial. this strong majority indicates a broad consensus on the value of implementing a web-based solution to overcome existing challenges. table 17 outlined the essential features for a web-based thesis management system as identified by respondents. real-time feedback and communication emerged as the most crucial feature, with 95.3% of respondents highlighting its importance. following this, 88.0% of respondents emphasized the need for a thesis template, and 80.0% found a repository of past theses for reference to be essential. thesis progress tracking and automated formatting and submission workflows were also valued, with 57.3% and 49.3% of respondents respectively. plagiarism detection tools and data analysis tools, such as spss integration, were considered less critical, with 25.3% and 21.3% of respondents respectively. research question 4: what key components, functionalities, and steps should be included in a framework for the successful implementation of a web-based thesis management system in nigerian colleges of education? technical challenges and concerns (for it staff) table 18: does your institution currently have the necessary hardware software infrastructure? frequency percent valid percent cumulative percent valid no 10 66.7 66.7 66.7 yes 5 33.3 33.3 100.0 total 15 100.0 100.0 table 18 illustrated the status of hardware and software infrastructure across institutions. of the 15 responses, 66.7% reported that the college lacks the necessary infrastructure, while 33.3% affirmed that they do have the required resources. this indicates a significant proportion of institutions facing infrastructure deficiencies. table 19 highlighted key technical challenges faced by institutions in implementing a web-based management system. among the respondents, the most significant issue is high implementation costs, reported by all 15 respondents (100%). poor internet bandwidth is also a major concern, affecting 53.3% of respondents, while software compatibility issues and lack of technical staff for maintenance each impact 53.3% and 40.0%, respectively. data security issues are a challenge for 33.3% of respondents, and a lack of server is an issue for 20.0%. these findings indicated that while high costs are the predominant obstacle, other critical factors such as bandwidth, compatibility, and technical support also play substantial roles in the difficulties institutions face when adopting web-based management systems. pa ge 67 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 60-71, 2024 table 20: are you confident in your ability to support and maintain a web-based thesis management system? frequency percent valid percent cumulative percent valid confident 11 73.3 73.3 73.3 very confident 4 26.7 26.7 100.0 total 15 100.0 100.0 table 21: how ready is your institution for the adoption of a web-based thesis management system in terms of administrative processes? frequency percent valid percent cumulative percent valid ready 20 100 100.0 100.0 total 20 100.0 table 20 examined the confidence levels of individuals in their ability to support and maintain a web-based thesis management system. the data reveals that 73.3% of respondents are confident in their abilities, while 26.7% are very confident. this indicates a strong overall confidence in managing such systems, with a majority feeling adequately prepared to handle the associated tasks. the table also shows that there are no missing data points, providing a clear view of the respondents’ confidence levels. this suggests that while most individuals feel capable, there is a smaller proportion who feel extremely confident, which may reflect varying levels of experience or preparedness among the staff. administrative readiness (for administrators) table 21 presented results on the readiness of institutions to adopt a web-based thesis management system, focusing specifically on administrative processes. the data revealed that 100% of the respondents indicated that the college was ready for this adoption, reflecting a consensus that the administrative processes are adequately prepared for the transition. table 22: what are the administrative challenges you foresee in the implementation of this system? frequency percentage resistance to change from faculty/students 15 75.0 lack of budget or funding 20 100.0 lack of training for staff 10 50.0 data security concerns 15 75.0 integration with existing systems 10 50.0 time constraints in implementation 18 90.0 total respondents 20 100.0 table 23: what are your top priorities for the successful adoption of a web-based thesis management system? frequency percentage reducing administrative workload 20 100.0 ensuring data security and privacy 12 60.0 improving thesis quality and tracking 16 80.0 providing adequate training for students and staff 12 60.0 reducing delays in thesis submission and feedback 16 80.0 total respondents 20 100.0 total respondents 20 100.0 table 22 outlined the administrative challenges anticipated in the implementation of the new system. according to the data, the most significant concerns include lack of budget or funding, which is noted by all respondents (100%), and time constraints during implementation, highlighted by 90% of respondents. resistance to change from faculty and students and data security concerns both affect 75% of respondents, while lack of training for staff and integration with existing systems are challenges for 50% of the respondents table 23 outlined the top priorities for the successful adoption of a web-based thesis management system among respondents. all respondents (100%) identified reducing administrative workload as a crucial priority. ensuring data security and privacy, and providing adequate training for students and staff were each highlighted by 60% of respondents. improving thesis quality and tracking, along with reducing delays in thesis submission and feedback, were considered important by 80% of respondents. these results emphasize that pa ge 68 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 60-71, 2024 while reducing administrative workload is universally prioritized, addressing data security, training, and minimizing delays are also critical factors for effective system implementation. table 24: how critical is the adoption of a web-based thesis management system to improving the overall thesis process in your institution? frequency percent valid percent cumulative percent valid not critical 18 8.2 8.2 8.2 slightly critical 24 10.9 10.9 19.1 moderately critical 86 39.1 39.1 58.2 very critical 75 34.1 34.1 92.3 extremely critical 17 7.7 7.7 100.0 total 220 100.0 100.0 table 24 evaluated the perceived criticality of adopting a web-based thesis management system for improving the thesis process at institutions. the data revealed a range of opinions, with 8.2% of respondents considering it not critical and 10.9% finding it slightly critical. a substantial 39.1% view the adoption as moderately critical, while 34.1% deem it very critical and 7.7% believe it to be extremely critical. this suggests that while there is varying intensity of opinion, a significant majority acknowledges the potential benefits of implementing a web-based thesis management system to enhance the overall thesis process. analysis from the interview current thesis management process data collected from the respondents showed that the current manual process for thesis writing is faced by several challenges. analysis of data showed that the system is faced with inefficient document tracking, leading to document misplacement. the reliance on physical submission also causes delays in communication between students and supervisors, leading to missed deadlines and frustration among students. furthermore, the study also observed that there was inconsistent quality control in the current process. the process lack standardized formatting, evaluation criteria, and plagiarism detection tools has resulted in inconsistent thesis quality. this points to the need for automation and digital tracking through a web-based system, which could resolve these issues by centralizing all thesis-related activities and ensuring uniform quality standards across the institution. institutional readiness for adoption the study observed that the college is partially ready for the adoption of a thesis management system, primarily due to the underdeveloped it infrastructure and limited human resources. in the words of one of the respondents: “hmm, well, the college desires to adopt digital systems, but the college needs to acquire more it equipment and employ more it staff to fully implement web-based systems. in addition reliable internet connectivity is also required” however, with strong leadership support, and investment in it infrastructure, readiness can improve. the college should address internet connectivity issues, as reliable internet access is critical for the effective deployment and use of a web-based thesis management system. perceived benefits of the web-based thesis management system all of the respondents perceived a web-based system as a solution to many of the problems faced by the college in thesis writing. they believe that automating the processes of manuscript submission, feedback and evaluation, will significantly enhance efficiency, reduce administrative work load and raise the overall quality of theses produced. having real-time feedback mechanism in the thesis process will improve communication and collaboration between students and supervisors. one of the lecturers said that: the web-based system could facilitate online submissions, automated document tracking, and more efficient feedback, reducing delays and inefficiencies. another lecturer added that: “the use of plagiarism detection tools and standardized template for the thesis report would improve the quality and consistency of thesis submissions. let me add that the proposed thesis writing system will provide realtime feedback and notifications and would foster better communication between students and supervisors, helping to meet deadlines and improve accountability”. potential barriers to adoption the interview responses indicated high implementation cost, resistance to change and technical limitation as some of the barriers to the adoption of a web-based thesis management system. the barriers to adoption highlights the need for careful planning, in terms of resource allocation and change management. the problem of financial constraint can be addressed by seeking support from external funding or government. resistance from both staff and students to shift away from the current process could be addressed through training programmes for both staff and students. the provision of adequate it support of adequate it support and reliable internet connectivity are crucial to overcome the technical challenges. one of the administrator said that: “one big problem would be fund. getting that huge pa ge 69 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 60-71, 2024 sum of money for infrastructure, licensing, and ongoing maintenance will be very difficult, especially with limited budgets assigned to education. apart from budget, resistance from both staff (particularly older lecturers) and students to shift away from manual processes could slow the adoption of the system”. another administrator stated that: “poor internet access, insufficient server capacity, and limited it staff are some of the challenges”. budget and resource allocation budgetary concerns are a primary barrier, and securing government grants or other forms of external funding may be necessary for successful implementation. investing in training and support is critical, as effective use of the system depends on the digital literacy of both staff and students. allocating resources gradually through a phased rollout would ensure the institution can manage its resources efficiently while addressing issues at each stage of the implementation. an administrator said that: the main financial considerations include hardware and software investments, licensing fees, and ongoing maintenance costs. the college does not have a dedicated budget for this. aside buying hardware and software, we also need to train the it staff, lecturers and students to ensure the system is used effectively. how do you plan to address these challenges? to address the identified challenges in implementing a web-based management system, the administrators have outlined several key strategies. the majority of the administrators suggested intensive training programmes for both staff and students to enhance their proficiency with the new system. additionally, they advised that the college seek additional funding or grants, particularly from tetfund and other sources, to support necessary it upgrades. a phased adoption approach, beginning with pilot projects, is also planned to manage the transition more effectively. finally, establishing robust data security protocols is a priority to ensure the protection of student and institutional data. these strategies reflect a comprehensive approach to overcoming the technical hurdles and ensuring a successful implementation of the web-based management system. what additional features or functionalities would you suggest for a web-based thesis management system? the majority of respondents suggest several key features for enhancing a web-based thesis management system. a significant number favor integrating the system with existing learning management systems (lms), which would streamline processes and improve accessibility. automated deadline reminders for both students and supervisors are also highly recommended to ensure timely progress and adherence to schedules. additionally, real-time collaborative editing features are considered essential, as they facilitate more effective and immediate communication between students and supervisors. these suggestions collectively aim to improve the system’s functionality, user engagement, and overall efficiency in managing thesis work. any other comments or concerns regarding the adoption of a web-based thesis management system? respondents consistently emphasized the importance of ensuring long-term sustainability and scalability for the adoption of a web-based thesis management system. they highlighted the need for continuous monitoring and updates to keep the system aligned with technological advancements. this reflects a common concern that, for successful implementation and effective use, the system must not only meet current needs but also adapt to future developments and growing demands. ensuring ongoing maintenance and upgrades is crucial for maintaining system performance and relevance over time. figure 1: framework for the adoption of thesis management system pa ge 70 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 60-71, 2024 framework for the adoption of thesis management system the framework was developed from the findings of the study. it effectively outlines the step-by-step process for adopting a web-based thesis management system while considering technical, operational and administrative aspects. it is divided into six interconnected sections, each addressing a critical aspect of the system’s development and operation. the use of color coding helps distinguish between the different areas of focus. the framework uses arrows to depict the flow between these sections, indicating that each component is interdependent. the process starts with assessment and planning, moves through technical requirements, training and support, system features, and concludes with monitoring and evaluation. administrative consideration runs in parallel to ensure alignment with organizational goals. discussion of the framework assessment and planning a. infrastructure assessment: this step focuses on evaluating the current hardware, software, and internet infrastructure. the goal is to identify gaps that could impede the successful implementation of the thesis management system. this foundational analysis ensures that the institution is aware of any technical limitations and is prepared to address them. b. implementation planning: following the infrastructure assessment, a detailed plan is formulated, covering aspects such as budgeting, timelines, resource allocation, and milestone tracking. it also involves exploring funding options like grants and institutional budget allocations. this stage ensures that the project is strategically planned with clear objectives and timelines. technical requirements a. internet connectivity: since the system is web-based, stable and reliable internet connectivity is critical. this ensures that all users, regardless of their location, can access and utilize the system efficiently. b. data security: protecting the sensitive information of students and faculty is a key concern. this element ensures that data is safeguarded through secure protocols, encryption, and compliance with privacy standards. c. hardware and software upgrades: this step emphasizes the need for any necessary upgrades to the existing infrastructure. this might involve enhancing the institution’s hardware (e.g., servers) or software tools to support the new system’s demands. training and support a. develop comprehensive training: this component addresses the need to train all users, including faculty, students, and administrators, on how to navigate and use the thesis management system. a well-structured training program is vital for maximizing the efficiency of the system and minimizing user-related issues. b. it support: the availability of ongoing technical support ensures that users can troubleshoot any problems they encounter. this helps to maintain the system’s functionality and user satisfaction over time. administrative consideration a. integration and efficiency: the framework accounts for the system’s seamless integration with the institution’s existing administrative processes. this helps ensure that the system enhances, rather than disrupts, current workflows. b. change management: as the introduction of a new system will likely require significant adjustments in workflows and user behaviors, managing change is crucial. this involves preparing stakeholders for the transition and mitigating any resistance to the new system. system features a. essential features: these are the core functionalities that the thesis management system must possess to meet its primary objectives, such as document submission, progress tracking, and approval workflows. b. additional features: these are supplementary features that can further enhance the system’s capabilities, such as advanced analytics, integration with plagiarism detection tools, or collaboration features. monitoring and evaluation a. regular updates and scalability: this element emphasizes the need for continuous updates to the system, ensuring that it remains compatible with evolving technologies and institutional needs. the system should also be scalable to handle an increasing number of users or additional functionalities in the future. b. performance monitoring: ongoing monitoring of the system’s performance is essential for identifying issues and optimizing its efficiency. metrics could include user satisfaction, system uptime, and speed of processing tasks. conclusion a web-based thesis management system is capable of providing solutions to address problems confronting thesis writing in colleges of education in nigeria and streamlined processes, improved thesis quality, and enhanced communication between students and supervisors. however, the adoption of such a system is dependent on the college’s readiness in terms of it infrastructure, resource availability, and internet connectivity. the study showed that while the college is keen to implement digital solutions, gaps in technology and limited it resources remain significant barriers. the study also observed that financial constraints, resistance to change, and technical limitations can thwart the adoption process. these challenges can be addressed through planning, external funding, and robust training programmes for staff and students. the perceived benefits of a web-based thesis management system are clear and they include automated pa ge 71 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 60-71, 2024 submission, feedback, and evaluation processes, enhanced efficiency, improved thesis quality through plagiarism detection and standardization, and better accountability and communication. however, these benefits must be weighed against the potential barriers, such as high implementation costs and resistance to change. the framework developed from the study outlines a comprehensive, step-by-step approach to adopting the system, emphasizing the need for thorough assessment, proper technical and administrative planning, continuous training, and long-term sustainability through regular updates and performance monitoring. the study concludes that with careful resource allocation, attention to training, and ongoing evaluation, a web-based thesis management system is not only feasible but necessary to modernize and improve the thesis management process across higher education institutions. references alsallal, m., iqbal, r., palade, v., amin, s., & chang, v. (2019). an integrated approach for intrinsic plagiarism detection. future generation computer systems, 96, 700712. birabil, s. t., & ogeh, o. w. m. (2020). education in nigeria: challenges and way forward. international journal of academic research and reflection, 8(1), 42-48. byungura, j. c. (2015). e-learning management system for thesis process support from a supervisor perspective: the case of scipro system at university of rwanda. chaputula, a. h. (2022). e-records management practices in public universities: a developing country perspective. records management journal, 32(3), 213-230. chofreh, a. g., goni, f. a., & klemeš, j. j. (2018). sustainable enterprise resource planning systems implementation: a framework development. journal of cleaner production, 198, 1345-1354. essuman, j. (2020). a qualitative exploration of factors causing mphil students’ delay in completion of thesis. university of cape coast. guto, r., & jumba, a. h. (2021). relationship between electronic records management and public organization credibility: critical analysis of literature review. journal of african interdisciplinary studies, 5(3), 52-67. kho, j., gillespie, n., & martin-khan, m. (2020). a systematic scoping review of change management practices used for telemedicine service implementations. bmc health services research, 20, 1-16. maltese, v. (2018). digital transformation challenges for universities: ensuring information consistency across digital services. cataloging & classification quarterly, 56(7), 592-606. mudawe, o. m. n. (2018). google docs: potentials and promises for scaffolding supervisory pedagogical practices of efl/esl students’ writing dissertation. journal of applied linguistics and language research, 5(2), 192-206. nyirenda, m., & moyo, s. (2019). development of research administration and management system for higher education institutions in developing countries: case study of durban university of technology. the african journal of information systems, 11(3), 3. paul, r. u., mbeledogu, n. n., sunday, b. t., emmanuel, m. c., & nwokoye, c. (2022). a web-based information management system for educational institutions in riverine areas. acta scientific computer sciences, 4(4), 31-40. sagir, m. a. (2019). strategic approaches to address the challenges faced in using electronic document management system: a case of staff of kebbi state university of science and technology aliero, nigeria pa ge 1 pa ge 11 8 american journal of education and technology (ajet) investigation into rural-urban gap in readiness of universities for online teaching: a case of pakistan tayyaba tamim1*, zubair khalid2, mishaal ahmad1, muhammed raza3, pir qasim shah3 volume 4 issue 1, year 2025 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v4i1.3446 https://journals.e-palli.com/home/index.php/ajet article information abstract received: july 09, 2024 accepted: august 15, 2024 published: february 19, 2025 higher education institutions worldwide faced significant disruption and chaos as covid-19 swept away the normal in 2020, catapulting them into online mode of instruction with hardly any transitional time. it can be argued that the challenge was particularly daunting for universities in developing country contexts of south asia, like pakistan, with limited resources and a large student body coming from socioeconomically disadvantaged backgrounds. while research evidence piled up around the world about different challenges that specific universities faced within or across countries, there has been little systematic work done to explore the comparative challenges faced by universities in urban (large metropolitan) and rural (smaller/semi-urban /cities) in a single country context. this paper presents the findings of a large-scale survey sent to all the universities in pakistan during covid to understand the intra-country variation that one needs to keep in mind as we prepare for online instruction to meet similar challenges in the future. a quantitative survey was sent to 196 universities in pakistan. the survey had questions under the following categories, namely: university readiness, faculty readiness, student readiness, technology readiness and laboratory readiness. the results presented here are from 170 universities. the results reveal that urban universities were much more successful in their transition to online instruction than rural universities. the disparities were across: a) the extent of online policy adoption; b) infrastructure and support; c) operationalization of online teaching processes; and d) student and faculty readiness for online instruction. the study in the developing country context of the global south contributes to the relevant literature by providing insights into the unique challenges faced by universities because of their location. keywords faculty readiness, higher education online readiness, online policy implementation, rural vs urban comparison, students’ readiness 1 syed ahsan ali and syed maratib ali school of education, lahore university of management sciences, lahore, pakistan 2 syed babar ali school of science and engineering, lahore university of management sciences, lahore, pakistan 3 higher education commission, islamabad, pakistan * corresponding author’s e-mail: tayyaba.tamim@lums.edu.pk introduction in developing country contexts, a comparative analysis between rural and urban contexts reveals a staggering contrast that is biased against those living in rural areas. the issues in rural areas include a myriad of issues, including infrastructure challenges, electricity outages, poor health facilities, and lack of education (ngwa et al., 2023). access to education is central to addressing economic poverty in rural by fostering local job creation for communities and keeping in check large-scale urban (large metropolitans) to rural (small cities/villages) migrations (davies et al., 2023). as a strategy to strengthen educational access, governments encourage the establishment of higher education institutions in rural areas and emphasize the use of technology to make education accessible to remote populations (lagura et al., 2022). however, covid-19, declared a pandemic on march 11, 2020, by the world health organization (unesco, 2020), brought multiple challenges at personal, social, and institutional levels; higher education institutions (heis) were no exception. heis worldwide were forced to lock down and shift to online instruction (world bank, 2020). this transition represented a significant departure from traditional face-to-face teaching and learning in classrooms and was also abrupt (sahu, 2020; tamim, 2021). heis faced formidable challenges in upgrading technological infrastructure, providing faculty training, and facilitating students (bao, 2020). research focused on single or cross-country contexts documented and analyzed the struggles of heis as they adapted to online instruction, a complex undertaking even under normal circumstances (world bank, 2020; unesco, 2020). the covid-19 experience, traumatic as it was, has opened up new possibilities for hybridity in higher education program offerings, addressing issues of inequitable educational access. this means that the lessons learned from covid-19 remain relevant for preparing for similar future shocks (navarrete-cazales & rojas-moreno, 2023) or for retaining the positive aspects of online work on the environment, families, and businesses (yaseen & joshi, 2021). while a robust body of literature around the world focused on the readiness of universities made broad comparisons between interand intra-country contexts of heis, they sampled only some heis (devananda, 2020) or a program or two within a single hei (al harthi, 2020; latif & latif, 2021). however, there has been hardly any intra-country study comparing universities located in rural (semi-urban/smaller cities) and urban (large metropolitan) areas using a large data set, despite the glaring differences between rural and urban contexts. pa ge 11 9 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 118-130, 2025 statement of the problem this paper contributes to the current literature by exploring the readiness challenges faced by rural and urban universities in the developing country context of pakistan. unfortunately, heis in rural areas are often viewed in the same light as those in metropolitan areas, leading to the generation of data and policies that may overlook crucial contextual differences between them. the aim is to provide a comparative understanding of heis operating in rural and urban areas and to highlight context-specific issues that can inform decisionmaking and foster innovative solutions to address these challenges. although the data is generalizable only to heis in pakistan, it nonetheless provides valuable insights for other similar contexts. the paper presents key findings from a large-scale survey conducted by the higher education commission, which was distributed to 196 universities in pakistan. the analysis is based on responses from 170 universities that completed the survey. the paper is structured into five sections: the introduction is provided in the first section, followed by a literature review in the second section. the third section details the methodology used, and the fourth section presents and discusses the results. the paper concludes with the final section, summarizing the findings and arguments. literature review higher education institutions (heis) tend to be clustered in large metropolitan areas; however, their role in rural development and social transformation is significant. establishing heis, such as agricultural universities in rural areas, is a strategic move by governments due to their crucial role in human resource development (sharma, 2014; luvalo, 2014) and their ability to implement targeted strategic interventions to address local knowledge gaps and bring prosperity to the community (hanssen & mathisen, 2018). despite this, rural heis face several challenges, including low enrollment, poor infrastructure, and high drop-out rates (sharma, 2014; konwar & chakraborty, 2013). technology can play a significant role in improving access to higher education in rural areas by offering flexibility in time and personalized instruction if designed carefully (kiong, 2023). however, given the challenges related to human resources, infrastructure, and the digital divide in rural contexts (kumari & srivastava, 2023; jena & das, 2024), technology may also exacerbate existing inequalities (harmelen & pistorius, 1998). covid-19 necessitated the integration of e-learning in heis globally (turnbull et al., 2020), prompting the transition through policy creation and resource distribution (alqahtani & rajkhan, 2020; adedoyin & soykan, 2023). these policies aimed to support the shift to online education and mitigate the associated challenges (adedoyin & soykan, 2023). institutions needed to implement strategic planning to revamp curricula, provide access to infrastructure, and offer training facilities and support for teachers and students (bordeos et al., 2022). the three major steps taken by heis in this regard were: a) e-learning policy making; b) provision of technological resources and infrastructure; and c) ensuring the readiness of faculty and students. however, there is a need to understand the extent of implementation and availability of these measures, particularly in developing countries like pakistan. e-learning policies higher education authorities worldwide formulated policies to navigate the complexities of e-learning (turnbull et al., 2020; shrestha et al., 2022; hasan et al., 2022). these policies aimed to standardize instructional frameworks, ensure the restructuring of course content for online delivery, and provide resources and crucial support for equitable access to online instruction (zgheib et al., 2023). heis in developing country contexts, such as nigeria, faced significant challenges in devising these policies due to the absence of existing e-curricula (eli-chukwu et al., 2023). similarly, there is a gap in understanding the extent of the development and implementation of standardized e-learning policies in pakistan. resources, technology, and infrastructure for e-learning the rapid transition to e-learning required robust technological infrastructure, including computers, smartphones, and reliable internet connectivity, to support remote teaching and learning activities for heis (rafiq et al., 2020). heis globally endeavored to provide the necessary infrastructure, online learning platforms, tools for teaching and learning processes such as assessments and assignments, as well as training and certification for these tools and platforms essential for e-learning (gautam & gautam, 2021; salunoy et al., 2023). however, the equitable provision of resources for e-learning and infrastructure remained a significant challenge worldwide (zgheib et al., 2023). the importance of resource dissemination is highlighted by kalkan (2020), who examined the e-learning readiness of university students in türkiye using the e-learning readiness scale of yurdugül and demir (2017). this study found that computer, internet, and online communication self-efficacy were the top-ranked factors significantly affecting students’ e-learning readiness, followed by selflearning, learning control, and motivation. this includes not only the availability of devices such as internet, laptops, and power supply but also the infrastructure and technological support to address arising issues (boakye & akwensi, 2023; crawford et al., 2020). providing a strong internet connection, presenting live and offline sessions appropriately, and sharing class materials timely and correctly are influential factors on students’ and lecturers’ perceptions (mohammed et al., 2020). it becomes increasingly important to assess the extent of provision and utilization of these resources, especially in developing countries like pakistan. the readiness of heis pa ge 12 0 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 118-130, 2025 for online learning depended greatly on the availability of resources such as laptops and internet facilities, along with the technical skills to use these online platforms (bana et al., 2022). several studies were undertaken to assess the adequacy of these tools by examining the challenges that emerged while using them (binoy, 2024). for instance, heis in developing countries like india used tools and platforms to supplement online teaching and learning processes, yet faced challenges related to technological readiness, provision of tangible and intangible resources, and technological support (singh et al., 2023; zgheib et al., 2023; bana et al., 2022). binoy (2024) gauged the importance of using digital tools, such as lms and collaborative tools, based on their success in countries like the united states, canada, united kingdom, singapore, and australia. access and adequate training for tools that can replace fieldwork or lab work become crucial, especially when physical lab access is not possible (garcia et al., 2022). rural areas globally face issues related to connectivity and access to resources, which compromise the effective implementation of e-learning (basilaia & kvavadze, 2020; gautam & gautam, 2021). while heis and government bodies have strived to provide tools, platforms, and training to support e-learning (hec, 2024), significant gaps remain in understanding the challenges related to resource provision and utilization, especially in pakistan. the higher education commission (hec) has endeavoured to ensure the provision of necessary resources (hec, 2020). however, there is a need for studies to gauge the adequacy of infrastructure, tangible, and intangible resources, which are key factors affecting e-learning. factors affecting readiness of faculty and students for e-learning the rapid shift to online education during the covid-19 pandemic presented the heis, faculty and students with a host of challenges (gautam and gautam, 2021). the importance of being acquainted and well versed in using the latest information and communication technology (ict) tools becomes one of the key factors for successful online teaching (lagura et al., 2022) as teaching and learning became completely dependent on these tools (sariakin et al., 2023). in such circumstances, faculty readiness emerged as one of the crucial factors which impacted the overall readiness of heis for an online transition (rafiq et al., 2020). faculty throughout the world, faced issues such as lack of it skills required to use tools for online teaching along with limited access due to inadequacy of devices which proved to be a barrier for effective online education (rafiq et al., 2020; turnbull et al., 2020). in order to address the aforementioned challenges, faculty training and certification programs were deemed essential to equip the faculty with the necessary digital skill set (martin et al., 2019; turnbull et al., 2020). although training and certification programs were deemed essential in developing countries such as india (singh et al., 2023; turnbull et al., 2020, naik et al., 2021), faculty members continued to face challenges due to inadequate resources and training opportunities. mere familiarity with ict tools was not sufficient; teachers accustomed to traditional brick-and-mortar teaching required rigorous ict training and workshops to implement these tools successfully (lagura et al., 2022; nemalynne et al., 2023). similarly, student readiness also emerged as a critical factor impacting the success of online learning (reyesmillán et al., 2023). student readiness was heavily influenced by provision of resources, digital skills, and technological support (reyes-millán et al., 2023; siddiqua, 2022). disparities in resource availability and technical knowledge posed significant barriers, particularly for students in underserved communities (candy et al., 1994). the availability of intangible resources, such as training and support structures for both faculty and students, played a pivotal role in facilitating the transition to e-learning (kebritchi et al., 2017, rafique et al., 2021). in pakistan, hec took steps to gather information related to student readiness, including access to tangible and intangible resources (hec, 2020). despite these efforts, there remains a gap in understanding the specific challenges faced by faculty and students, particularly in rural areas. furthermore, there is a need to understand the readiness of both faculty and students for e-learning to ensure equitable access to online education in rural and urban higher education institutions (heis) across pakistan. it must be highlighted that the differences and disparities surrounding it skills, access to resources and availability of technological support between heis located in rural and urban areas exacerbated these challenges (shrestha et al., 2022) making it increasingly important to understand the degree of readiness in these areas especially in the case of rural and urban contexts of pakistan. moreover, understanding the preparedness of pakistani heis, especially the differences in readiness between urban and rural universities, is crucial for addressing these issues. there exists a gap in understanding the need for understanding the degree of both faculty and student readiness for e-learning, thereby promoting equitable access to online education across pakistan especially in the context of rural and urban heis in the context of pakistan. lastly, there exists a gap in understanding the policy implementation, resource availability, technology and resources, infrastructure support, and the readiness of faculty and students between rural and urban heis in the context of pakistan materials and methods pakistan is a developing country, with 264 private and public universities (hec, 2024). participation in higher education is limited to 7% which is still much low (economic survey pakistan, 2023). this paper focused on the data collected by hec (higher education commission) from universities across pakistan during pa ge 12 1 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 118-130, 2025 covid. the key determinants essential for e-learning in the face of a forced transition is the adoption of a uniform policy for distribution of resources; tangible or intangible; here the need for a central regulatory body becomes more and more important which in the case of pakistan is hec hec pakistan a regulatory body constitutionally established and mandated in september 2002 to supervise funding, overseeing governance, support research and development, ensure implementation of policies, and undertake accreditation of the higher education sector in the country (hec, 2024). over the years, it has played a pivotal role in ameliorating the quality of higher education by offering support and guidance in adopting international best practices through standardized quality ranking and offering support for faculty research, innovation and commercialization, and giving developmental grants for infrastructure. in response to the challenge of online instruction it provided a multidimensional support package to all the universities. this included technological and infrastructure support, requisitioning tools for seamless delivery and imparting effective training (hec, 2024). to ensure that these aforementioned aspects do not pose any hindrance in e-learning hec provided resources to universities across the country to ensure readiness for an online shift (higher education department, 2020). furthermore, keeping the importance of training programs in hindsight, hec provided several capacity-building programs and strategies to transform pedagogical activities into a virtual model (academia, 2020). it must be noted that the overall readiness for an online shift can be measured through the readiness of faculty and students, availability of resources, and their proper dissemination by the university, therefore, the role of a central regulating body becomes more and more important (kummitha et al., 2021), which in the case of pakistan was hec. these tangible and intangible resources were provided by hec to ensure readiness across several categories ranging from university readiness to student readiness, technological readiness and faculty readiness. based on the facilities provided by hec during the pandemic for online teaching to the universities across pakistan, hec conducted a survey to gauge the degree of readiness of universities for e-learning during the pandemic. this paper is based on the data collected through the survey circulated to the universities located across pakistan by hec during april 2020 at the time of the forced transition to online education. the methodology of filling evidencebased data-driven surveys was clearly communicated to the leadership of heis through online meetings via ms teams and emails. this was undertaken through a customized survey tool designed for data collection (hec, 2020). the transition to online and distance education mode was conducted in a decentralized manner ensuring that every unit of an hei could be made operational for students and faculty. it was operationalized through the institutional statutory hierarchies and forming an online academic council (oac) in each hei (hec, 2020). this paper holistically tries to comprehend the readiness of universities across pakistan and conducts a comparative analysis based on the rural urban locations of universities. the data set used for the purpose of this paper is divided in seven major categories, as the survey was divided in the following seven categories, namely, university readiness, course readiness, student readiness, evaluation readiness, laboratory readiness respectively and each of these categories have questions dividing them into subcategories. for the purpose of this study these subcategories were re-grouped and analyzed under the following four major categories namely, online policy adoption, the provision of infrastructure and support, the extent of operationalization of online teaching processes, the extent of student and faculty readiness. these became the primary factors which affected the readiness for online transition in universities across pakistan. the data collected through the survey was stored in an excel sheet, thus forming a comprehensive data set. moreover, the data set was an amalgamation of qualitative and quantitative data which were helpful in understanding the data set. coding was used to code the data collected in binary form when it was transferred to the excel sheet format. the coding process made it easier to read the data set. the data set was further enriched by listing some values in textual format where necessary. we went on to analyze the data through excel software for a comprehensive and holistic analysis. graphical representation of the tabulated data was used to enhance the analysis. data engineering was used to engineer the data set for apt analysis. the use of excel enabled us to generate graphs, plots and distributions to analyze the data in-depth. our findings have grouped the aforementioned categories in four major themes to understand the data comprehensively and to derive a conclusion based on the readiness of universities based on their rural and urban locations. analysis of the trend of readiness in each of these categories based on the rural urban location of the universities is thus a measure for the comparison of readiness for an online shift of universities in rural and urban areas in cities across pakistan. results and discussion the findings of the study have been divided into the following four themes that describe the distribution of universities and online policy adoption, the provision of infrastructure and support, the extent of operationalization of online teaching processes, the extent of student and faculty readiness and the factors at play. these findings are further divided into sub-themes as depicted in figure 1 below. each finding first presents an aggregated estimation and then a disaggregated one by locality. this is to allow an understanding of how an aggregated estimation can mask important inequalities. pa ge 12 2 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 118-130, 2025 distribution of universities and the extent of online policy adoption distribution of universities and the trend of the extent of online policy adoption are important factors in gauging the degree of readiness for e-learning across pakistan based on locality (rural-urban status). there are two factors which affect this category namely, the distribution of universities across pakistan (based on locality) and the extent of adoption of policy, sops and the establishment of oac based on this distribution. distribution of universities the distribution of 196 universities in this sample shows a bias towards urban metropolitans across the country. the highest number of universities are in the metropolitan cities, depicted as the first 9 in figure 2 that displays the distribution of universities across pakistan. figure 1: factors affecting the readiness of universities for e-learning figure 2: distribution of universities across pakistan figure 3: percentage of universities across rural and urban areas pa ge 12 3 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 118-130, 2025 furthermore, figure 3 shows the distribution of universities based on the rural-urban status. figure 3 shows that the greater number of universities are located in the urban areas of pakistan as compared to the rural areas. moreover, figure 2 depicts that 68.24% of the universities in pakistan are in 9 urban areas while 31.63% are located across rural areas. adoption of policy, sops and the establishment of oac the adoption of policy given by hec involved among other things following standard operating procedures i.e., sops for the approval of courses for online delivery; and establishment of online academic council i.e., oac which was responsible for approving courses for online delivery. figure 4 reveals that 99% adopted the online policy given by hec universities, 100% followed sops, while 99% also established oacs. this shows a good number of universities following hec directions and online instruction protocols. furthermore, the disaggregation of data by locality displayed in figure 4 below shows a higher level of compliance in urban universities than in rural universities. the main issue seems to be in setting up or establishing oac for online instruction. figure 4: a comparison of the adoption of policy, sops and establishment of oac across pakistan and according to rural-urban status our findings suggest that although there is a high percentage of policy adoption for online education across all three aspects as mentioned above, it is interesting to note that when we conduct a comparison of universities based on their locations it is clear that urban universities have a higher preparedness as compared to rural universities in the aspect of policy adoption, whereas for urban universities the issue seems to be up an oac. technological support for students and faculty an important aspect of a university’s readiness for online instruction is the availability of technological support for students and faculty. this includes the provision of facilities for firstly, complaint processing and secondly the provision of technological support, acquiring the required tools and software and utilization of the acquired tools by the students and faculty. complaints processed as complaint processing is a pivotal part of technology readiness, figure 5 shows the comparison of the complaints registered, resolved, addressed in universities across pakistan. as depicted in figure 5 below among the complaints registered i.e., of the total number of complaints received, 0.69% of the complaints were updated to the status of resolved whereas 24.72% figure 5: comparison of the complaints registered, resolved, addressed in universities in pakistan and based on ruralurban locations pa ge 12 4 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 118-130, 2025 were registered. when we view the complaints received according to locality, we can see that 68.45% were received by universities in urban areas, whereas 31.55% were received by the universities located in rural settings. when we analyze the number of complaints registered with the number of complaints resolved we might be able to see a stark difference between the two numbers. moreover, a rural urban analysis in figure 5 shows that among the complaints received in urban areas, 30.13% of the complaints were registered whereas only 0.69% resolved. furthermore, figure 5 also shows that in rural universities among the complaints received, 12.99% of the complaints were registered whereas only 0.67% were addressed. this shows that a higher number of complaints were registered and updated to the status of resolved in urban universities. it can be inferred from these numbers that urban universities have addressed a greater number of complaints that they have received highlighting a better preparedness in the area of student support in technological aspect. technological support team, acquired tools and utilisation of the acquired tools secondly, provision of technological support, acquiring tools, and utilization of the acquired tools is also important for e-learning. figure 6 below shows that 100% of the universities had acquired the required technology and software and for using them online teaching, while 77.22% of the acquired tools were being used, whereas 95.29% had technological support available. heis seemed to be doing better at acquiring technology and software and slightly less in putting in place a technological support team. however, the difference seems to be marginal. the most worrisome is the lack of use of the 22.88% acquired technology by the universities sampled for the study. this shows that a vast majority of tools acquired by the universities are being used and a large proportion of the universities have technological support (team) available. furthermore, a rural urban comparison in the figure 6 below suggests that 70.25% of the tools were acquired by the urban universities, all of the acquired are being used by the urban universities and 97.41% have technological support (technology support team) available whereas 29.75% of the tools were acquired by rural universities and 90.74% have technological support (technology support team) available. this suggests that urban universities have better provision of support and a higher percentage for acquiring and using the acquired tools as well. moreover, urban universities seem to be performing similarly across all three subcategories, whereas rural universities seem to be following the pattern of the general analysis above as they are performing better in acquiring and utilizing tools but lag slightly behind in the technology support area. figure 6: a comparison of the technological support, acquired tools and utilisation of the acquired tools by the universities across pakistan and based on rural-urban locations from the discussion above we can infer that urban universities perform better in complaint resolution, and in the domain of technological support as compared to their rural counterparts. operationalization of online teaching processes operationalization of online teaching includes four factors, namely, operationalization of lms, factors affecting online course readiness, laboratory readiness and evaluation readiness. operationalization of lms operationalization of lms is one of the most important factors for e-learning. figure 7 on the left shows that operationalization of lms has been adopted by 91.76% of the universities across pakistan. furthermore, a rural urban analysis in figure 7 below shows that among the urban universities 93.97% have an operationalized lms whereas 87.04% of the rural universities have an operationalized lms. we can infer that urban universities have better preparedness based on the factor of operationalization of lms. pa ge 12 5 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 118-130, 2025 factors affecting online course readiness secondly, course readiness i.e., readiness of a university for teaching online courses depends upon the following factors, namely: the number courses approved for online delivery, the number of approved courses being taught online, availability of online course materials, lesson plans, course objectives, textbooks, online availability of course details, textbooks, operationalization of lms and availability of course details. figure 8 below shows the overall course readiness for universities across pakistan. figure 8 below shows that almost 96.17% of the courses authorized for online teaching are ongoing in universities across pakistan. moreover, a vast majority of the universities have provided online facilities such as provision of learning objectives, lesson plans, course particulars etc. the category which seems to be performing the best is the ongoing courses among the ones have been authorized for online delivery and the weakest one seems to be in getting online library subscription from hec. furthermore, a rural urban analysis in figure 8 below shows that among these factors, the urban universities have an overall greater preparedness as compared to the rural universities. moreover, figure 8 below shows that for each category urban universities have a higher preparedness as compared to their rural counterparts. the category with the highest percentage: 96.55% of the courses authorized have learning objectives available for online teaching in urban universities are being offered whereas, 90.74% of the courses authorized for online delivery that are being offered in rural universities have learning objectives available. it is also clear from the figure 8 below that for the category with the lowest percentage: 93.10% of the urban universities have succeeded in obtaining hec library subscription as compared to 77.78% of the rural universities. here, similar to the overall analysis, availability of learning objectives for the operationalization of online courses seems to be the strongest category, whereas, obtaining library subscription from hec seems to be the weakest category. figure 7: a comparison of the operationalization of lms in universities across pakistan and based on rural-urban locations figure 8: factors affecting the overall course readiness across pakistan, and based on rural-urban location laboratory readiness the third factor essential for operationalization of online teaching processes is laboratory readiness. laboratory readiness is important for successful online education as several courses require lab work. the factor which affects the laboratory readiness depends upon the coordination of the university with professional councils on possible and permissible alternative modes of delivering psychomotor information (hec, 2020). figure 9 shows the overall laboratory readiness and the comparison of laboratory readiness based on a rural-urban factor. figure 9 shows that 66.47% of the pa ge 12 6 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 118-130, 2025 universities have a high laboratory readiness. analysis based on rural urban locations shown in figure 9 below suggests that 68.97% of the universities in urban areas have high laboratory readiness whereas 61.11% of the universities located in the rural areas of the country. although this finding is only dependent upon one variable as discussed above, the figure 9 below clearly shows that a higher percentage of urban universities are equipped for online education in the aspect of laboratory readiness as compared to rural universities. figure 9: a representation of the percentage of laboratory readiness of universities across pakistan and based on rural-urban locations evaluation readiness lastly, the fourth factor essential for operationalization of online teaching processes is readiness for online assessment (evaluation readiness). evaluation readiness is one of the primary factors which affects the overall readiness of a university for online education. evaluation readiness depends upon the adoption of a uniform policy for online evaluation for online courses and the dissemination of that policy among the students and the faculty (hec, 2020). figure 10 below shows that 79.41% of the universities have adopted a uniform policy for online evaluation and 71.18% have disseminated it as well. the difference in these percentages shows that there is a need for greater adoption of policy for evaluation and to disseminate these policies as well. additionally, a rural urban analysis in figure 10 below suggests that 79.31% of the urban universities have adopted a uniform policy for online evaluation whereas a slightly lower percentage i.e., 75% of the universities have disseminated it. whereas 79.63% of the rural universities have adopted a uniform policy for online evaluation whereas a lower percentage i.e., 62.96% of the universities have disseminated it. the results also highlight that although the majority of universities have adopted a policy for evaluation, they have not succeeded in disseminating it. figure 10: a representation of the percentage of evaluation readiness of universities across pakistan and based on rural-urban locations here, it is again interesting to note that urban universities have a high preparedness across most factors as compared to those in rural areas. furthermore, as we delve into the findings regarding the factors essential for course readiness, we can see that the universities located in urban areas have higher preparedness in operationalization of lms and factors affecting the overall course readiness for e-learning. thirdly, rural universities have a lower preparedness as compared to urban universities when it comes to laboratory readiness. lastly, we can see that urban universities have pa ge 12 7 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 118-130, 2025 a slightly lower preparedness when it comes to adoption of policy for online evaluation as compared to those situated in the rural settings, whereas, rural universities have a much lower preparedness in dissemination of the policy. we can say that urban universities have better preparedness in evaluation as compared to the universities located in rural settings. based on these factors, we might be able to say that, when it comes to operationalization of online teaching processes, urban universities perform better but there seems to be an overall lower preparedness in the aspects of laboratory and evaluation readiness for universities located in rural and urban settings. student and faculty readiness student readiness is measured through collection of data regarding the factors that gauge readiness of students for online learning. students are one of the primary stakeholders in online education. the factors which affect the collection of data regarding student readiness (student readiness) of a university are based on university collecting the basic information regarding the students such as demographics (area of residence), student particulars (contact numbers), internet details, the nature of available devices to students such as laptop, desktop etc., the distribution of certified tools for e-learning, and the establishment of a complaint center by the director of student affairs of the university. the figure 11 below shows the distribution of the percentages of the factors affecting the student readiness of the universities across pakistan. figure 11 below shows that 98.24% of the universities have collected information regarding student particulars whereas, a much lesser 70% have succeeded in establishment of a complaint center. it is interesting to note that across all sub-categories for collection of data regarding student readiness; collection of data regarding student particulars is the strongest category whereas, setting up a complaint center headed by the director of student affairs is the weakest. interestingly, a rural urban comparison in figure 11 below shows that 99.14% of the urban universities have collected information regarding the area of student particulars, whereas rural universities have collected slightly lesser i.e., 96.30% of student residence information. moreover, rural and urban universities have the lowest percentage for establishment of a complaint center with urban universities at 71.55% and rural universities at 66.67%. a deeper analysis suggests that universities in urban areas seem to be performing overall slightly better as compared to those in rural areas as depicted in figure 11 below. this shows that collection of data regarding student readiness is better in urban universities because the higher percentages of universities have succeeded in the factors that affect the overall student readiness of a university as compared to those in the rural areas. figure 11: a distribution of the factors affecting the collection of data regarding student readiness (student readiness) of universities across pakistan and based on rural-urban location faculty readiness faculty readiness depends upon the total number of faculty and the percentage of faculty certified to teach online courses. figure 12 shows that 85.32% of the total faculty available in pakistan is certified to teach online. although 85.32% of the faculty has been certified, it is interesting to note the rural urban comparison in this regard. figure 12 shows that 84.85% of the faculty in urban universities is certified whereas 86.83% of the faculty in rural universities is certified to teach online courses. this suggests that universities in rural areas have a slightly better faculty readiness as compared to those in urban areas as suggested by the figure 12. pa ge 12 8 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 118-130, 2025 figure 12: a comparison of the total faculty and the percentage of faculty certified to teach online courses in universities across pakistan and based on rural-urban locations as one of the key factors which are essential for the transition to e-learning are faculty and student readiness. we might be able to suggest that rural universities need to improve their student readiness, whereas urban universities need to improve their faculty readiness. the study revealed that universities in pakistan are well-prepared for online policy adoption, with urban universities outperforming in several aspects, including policy implementation for online teaching, adherence to sops, and establishing an online academic council (oac). despite overall high readiness for infrastructure and support, urban universities excel in complaint resolution, and greater readiness for technological support. additionally, urban universities are more prepared for lms operations, better equipped for online courses, laboratory readiness, whereas there is a minor lag when it comes to adoption of policy in evaluation readiness. the findings indicate that while both urban and rural universities demonstrate high readiness for e-learning, urban universities have higher student readiness, whereas rural universities show slightly higher faculty readiness. the study concludes that pakistani universities were generally well-prepared for the transition to online teaching, with notable differences between rural and urban institutions. conclusion during the covid-19 pandemic, switching from oncampus learning to e-learning showed gaps in policy and resources. this especially affected students and teachers in pakistan’s rural and urban areas. efforts by the hec and other bodies are noted, but gaps in tech support remain. the study looked at how ready pakistani universities were for online teaching, comparing rural and urban areas. we found readiness in four areas: policy adoption, infrastructure, teaching processes, and student and faculty readiness. rural universities need to boost student readiness; urban ones need better faculty readiness. urban universities did better in policy adoption, sops, and tech support but lagged a bit in evaluation readiness. both rural and urban universities showed high e-learning readiness overall. the study suggests pakistani universities were quite ready for online teaching during the pandemic. however, there are differences between rural and urban schools. similar global trends show urban universities usually have higher e-learning readiness. in pakistan, this isn’t always about location. the study used a survey from the hec during the quick shift to online learning, with 170 out of 202 universities responding. this is a limitation of the study. based on hec’s research, there’s potential to find what drives e-learning tool use. future research could look at why certain tools were used more—ease of use, limited training, or strict rules. also, comparing tool use before and after covid-19 could give insights. lastly, studying gender differences in urban vs. rural areas could be interesting for further research. acknowledgements this work is supported by recasting best practices of european universities during pandemic for improving online education in pakistan heis (rapid project number: 101083220) funded by the european commission under erasmus+ capacity building in higher education (cbhe) 2022. we also thank javed iqbal from iba, sukkur for reviewing the preliminary report of this work and providing feedback. we also acknowledge nasir shah and shoaib irshad from higher education commission, pakistan for providing their 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(2021). positive impact of covid-19 on education. international research journal on advanced science hub, 3(special issue 6s), 182-185. pa ge 1 pa ge 14 american journal of education and technology (ajet) science teachers’ academic optimism and stages of concern on the content enrichment program of dost-sei project star love joy m. pascua1, cesario y. pacis2 volume 3 issue 4, year 2024 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v3i4.3244 https://journals.e-palli.com/home/index.php/ajet article information abstract received: august 18, 2024 accepted: september 21, 2024 published: september 25, 2024 this study aimed to explore science teachers’ academic optimism, their stages of concern regarding the dost-sei project star content enrichment program, and the relationship between these variables. the research utilized a descriptive design involving 353 public school science teachers in the philippines who attended the project star science content enrichment webinar series. data were collected via a three-part survey distributed through google forms and analyzed using frequency and percentage distribution, weighted mean, and pearson r correlation. findings revealed that science teachers exhibited high academic optimism across three dimensions: self-efficacy, trust in students and parents, and academic emphasis. attendance in the content enrichment program significantly predicted teachers’ academic optimism as a collective construct. nearly all measures of academic optimism were high, with one very high indicator showing that teachers are adept at fostering student learning values. they are committed to bridging the gap between essential knowledge and its relevance to students’ lives. regarding the stages of concern, teachers showed high levels of implementing what they learned from the dost-sei project star content enrichment program, indicating practical application. this suggests that teachers are beginning to collaborate, coordinate implementation, and evaluate achievements collectively, learning from each other. moreover, results indicated a significant positive correlation at the 0.01 level between teachers’ academic optimism (self-efficacy, trust in students and parents, academic emphasis) and their stages of concern (self, task, impact). this underscores the interconnectedness between teachers’ confidence, their collaborative efforts, and their focus on improving educational outcomes. keywords academic optimism, content enrichment, science teachers, stages of concern 1 department of science and technology, science education institute, philippines 2 mariano marcos state university, college of industrial technology, philippines * corresponding author’s e-mail: lovejoy.pascua@gmail.com introduction the true goals of education are to equip individuals with skills for productive living and societal contribution in a constantly changing world. its importance has grown in our modern, globalized society. according to studies, school effectiveness remains a primary concern due to ongoing accountability demands enforced on education. according to teacher certification degrees (2023), science teachers, in particular, play a vital role in nurturing the next generation of professionals in science and technology by igniting students’ curiosity and promoting further inquiry into areas of interest. they must be creative and innovative and possess relevant skills that adapt to evolving educational environments. effective teaching requires teachers to be competent, optimistic, inquisitive, and confident, capable of inspiring students and improving academic standards. professional teacher learning is increasing in demand as a way of supporting the increasingly sophisticated students who need to master it in order to achieve success in the twenty-first century. according to darlinghammond, hyle, and gardner (2017), advanced teaching methods are needed to develop students’ skills including deep understanding of hard topics, critical thinking, complex problem-solving, effective communication and collaboration, and self-direction. to help teachers acquire and strengthen the instructional strategies they use, effective professional development is necessary. for that, professional development programs are necessary with the common vision and end goal, that is, to better prepare teachers and ultimately the learners for the vuca world – volatile, uncertain, complex, and ambiguous. on the other hand, teacher academic optimism refers to an educational environment comprised of three dimensions: self-efficacy, trust in students and parents, and academic emphasis. teachers should develop academic optimism to be effectively prepared to handle the demands of the teaching profession. as cited by safari and soleimani (2019), teachers’ sense of academic optimism inspires academic optimism in students. donovan (2014) suggests employing a variety of instructional strategies, employing a variety of parent communication strategies, emphasizing the value of student work, setting clear and unambiguous rules and building humanistic connections with students, and believing all students can learn. furthermore, according to rimm-kaufman (2015), high-quality academic instruction is designed to provide opportunities for thinking and analysis and is tailored to students’ educational levels. in light of current developments in the science and technology of learning, it is essential to maintain a learning environment that fosters continuous improvement in order to stay up with the fast-changing global environment. the science teacher academy for pa ge 15 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 14-23, 2024 the regions (star), a project of the department of science and technology science education institute (dost-sei), seeks to empower a critical mass of science, technology. engineering and mathematics (stem) teachers across the country through high-impact training, webinars, and recognition. this program intends to act as a catalyst for the growth of professional learning communities that will maintain the capacity building of teachers and boost the quality of stem education in the philippines (sei annual report 2021). the project conducted a series of webinars in science and mathematics to capacitate teachers with a focus on content enrichment in the year 2022. furthermore, modifications to teaching and learning methods are required by introducing technologies, curriculum, and school-wide goals. in connection, while some people are frightened and resistant to change, others are eager to embrace innovation. it is in light of the above statements and arguments that as the philippines’ educational system and the mode of capacity building program changed because of the pandemic, it is intriguing to study the science teachers’ level of academic optimism and their level on the stages of concern on the implementation of the dost-sei project star content enrichment program. this study provides adequate information and the findings may be used as a foundation for developing future professional development programs that would equip teachers with the necessary competencies they need to succeed in 21stcentury education and the vuca world. this research study aimed to determine the science teachers’ level of academic optimism and their level on the stages of concern on the implementation of the dost-sei project star content enrichment program. more specifically, it sought answers to the following questions: 1. what is the science teachers’ level of academic optimism along the following dimensions: 1.1 self-efficacy; 1.2 trust in students and parents; and 1.3 academic emphasis? 2. what are the science teachers’ level on the stages of concern in terms of: 2.1 self; 2.2 task; and 2.3 impact? 3. is there a significant relationship between the science teachers’ level of academic optimism and their level on the stages of concern? literature review teachers’ skills in the k to 12 curriculum according to william and marry school of education (2023), a strong curriculum is essential to student success to meet the educational requirements. teachers, at the forefront of the educational process, must possess a diverse set of skills and perform in a complex workplace where they must make hundreds of key decisions each day to enhance student learning. in addition, teachers need to acquire and hone abilities that will help in students’ engagement with the content. active learning will sharpen students’ interest and help them retain the content while creating a stimulating learning environment (meier, 2018). babu & mendro (2003) in their study mentioned that to prepare children for this future world, teachers will need to combine traditional teaching abilities with newer attributes that will help students thrive in the twenty-first century. five abilities are required of any potential educator, these are strong subject knowledge, being a facilitator, strong social skills, external focus, and data analysis. strong subject knowledge involves more than just reciting information; teachers must help students understand and apply facts to develop lifelong learning skills crucial for future employment. facilitating learning is vital for developing skills like critical thinking, communication, collaboration, and creativity, which are increasingly important as technology automates repetitive tasks. another, social skills are critical for teachers as the workplace demands abilities in communication and collaboration that technology cannot replicate. employers seek these skills, emphasizing teamwork, decisionmaking, and verbal communication (national association of colleges and employers, 2015). an external focus involves applying learning to real-world scenarios and using methods like the flipped classroom to enhance engagement. this approach helps students understand practical applications beyond the classroom. lastly, data analysis is crucial for identifying struggling students and providing necessary support. with increasing online learning, teachers must use technology to assess student performance data effectively. the educational system faces unprecedented challenges, necessitating teachers to upskill and reskill more than ever. the shift to online learning during the covid-19 pandemic has changed the educator’s role from traditional methods to innovative teaching tailored to individual student needs (saxena, 2020). this shift requires teachers to develop self-learning modules and online lessons, fostering an exciting learning process through collaboration. the pandemic has driven educational innovation, compelling teachers to focus on transforming educational systems to address diversity and provide necessary resources. despite the challenges, this shift has led to increased cooperation among key individuals to deliver quality education. teachers play a vital role in inspiring and empowering students, which has become even more crucial during the pandemic. great teaching requires the right personality and a teachable collection of skills that can be developed to improve educational outcomes. as difficult as that mandate was, it represents the bestcase scenario in what has proven to be an extremely inequitable landscape during the pandemic but has resulted in at least one positive outcome: cooperation between and among key individuals in the pursuit of pa ge 16 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 14-23, 2024 providing the best education possible to learners despite the pandemic. teachers’ key roles are essential for the development of learners’ educational development, which inspires and empowers students to take control of their futures. with the onset of this global pandemic and the frequent occurrence of multiple crises in response to the imperative of delivering quality education, every teacher might ask, appreciate, and realize what it takes to be a teacher. to be a great teacher requires the right kind of personality, but also the right collection of skills. these skills are teachable, which implies that even if you struggle in certain areas, you can strengthen your teaching skills and become a better teacher. academic optimism researchers have sought to identify school-level qualities beyond socioeconomic status that influence student achievement and define a successful school. academic optimism, which encompasses academic emphasis, faculty trust, and self-efficacy, is a concept introduced by hoy, tarter, and woolfolk hoy (2006). it builds on positive psychology research, focusing on satisfaction, well-being, and hope(beard et al., 2010). academic optimism is theoretically grounded in albert bandura’s ideas on social cognition and self-efficacy, james coleman’s social capital, wayne hoy and colleagues’ work on culture and environment, and martin seligman’s learned optimism. teacher efficacy, the belief in their capacity to influence student learning, is highlighted by hoy et al., (2010) as critical to student achievement. teachers with high self-efficacy set higher standards, exert more effort, and persist through challenges, making selfefficacy a cognitive component of academic optimism. trust, a key element within academic optimism, significantly affects student academic progress (beard et al., 2010). teachers’ trust in parents and students is based on perceived kindness, reliability, competence, honesty, and openness. increased trust from students and parents boosts teachers’ self-efficacy, leading to better classroom instruction (hoy et al., 2008). this trust enables teachers to improve classroom practices, fostering a positive learning environment (beard et al., 2010). trust is thus the affective component of academic optimism. academic emphasis is the conviction in and works put forth by teachers to support student learning (hoy et al., 2008). according to beard et al., (2010), a teacher’s academic emphasis is how well they can get students engaged in relevant academic tasks. a strong academic focus among teachers positively influences their efficacy and trust in students and parents, forming the normative and behavioral aspects of academic optimism (mcguigan & hoy, 2006). since each component of academic optimism depends on the other in order to function, it is thought of as a triadic system of relationships. hoy et al., (2006) found a reciprocal and transactional relationship between teacher self-efficacy, trust, and academic emphasis. self-efficacy tends to rise as parents and students’ trust is cultivated and has grown among teachers. teachers’ relationships with students and parents are reinforced when they have high expectations for student’s academic performance, a strong sense of self-efficacy, and trust in both the students and the parents. these three dimensions of academic optimism interact with one another to create a culture in the classroom that is optimistic about learning, academics, and school success (forsyth et al., 2011). academic success can be achieved when teachers believe in every student’s ability to learn and are willing to form partnerships with both the students and parents (mitchell & tarter, 2016). thus, the three components work together to create a motivating force for learning. hoy et al., (2006) have proven that on a collective level that the three dimensions of schools work harmoniously to generate a conducive learning environment. these dimensions have a comparable nature and purpose as well as a strong and favorable impact on educational achievement. a teacher performs a crucial function within a few hours in the classroom by providing the daily, specific planned content. teachers’ competencies, skills, and content knowledge are critical for understanding and improving educational processes. numerous studies have revealed that teachers’ expertise substantially influences students’ enthusiasm to learn and succeed. additionally, this is closely tied to teachers’ academic optimism. teachers would be more committed to their professions if they are confident in their competence, trust their students and parents, and emphasize the value of academic work. stages of concern concerns are a crucial component of engaging with people participating in a change process (george et al., 2006). innovation is the umbrella term used in concerns research to refer to the thing or circumstance that is the focus of the concerns. concerns can be viewed and described within the context of the innovation and its use. the innovation does not need to be new. it could be a new program, strategy, or practice or something that has been in use for a while. even though there may be multiple worries about innovation at once, each person will prioritize different aspects of the innovation at different times. stages of concern (soc) outline how individuals feel about and engage with new programs or practices, particularly among teachers (horsley & loucks-horsley, 1998; hall & hord, 2001). there are seven identified stages, reflecting a developmental progression from minimal concern to concerns about the impact of the innovation. this framework aligns with frances fuller’s earlier research on teaching. the concerns-based adoption model (cbam) identifies three primary stages of concern: 1) self, 2) task, and 3) impact. success in innovation adoption is linked to addressing these stages. initial self-concerns include awareness (stage 0), informational (stage 1), and personal (stage 2) stages, where individuals become aware of the pa ge 17 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 14-23, 2024 innovation, seek more information, and assess their roles and potential conflicts. the management stage (stage 3) focuses on the practical aspects of using the innovation efficiently. the final stages address impact concerns: the consequence stage (stage 4) focuses on the innovation’s effects on students, the collaboration stage (stage 5) emphasizes working with others, and the refocusing stage (stage 6) seeks broader benefits and potential improvements. all have a variety of concerns that range in intensity. things that are more personally relevant and typically lead everyone to concern more deeply. it is critical to realize that one’s views influence and form the way we worry. even though there may be multiple worries about an innovation at once, each person will prioritize different aspects of the innovation at different times. for instance, various concerns will arise depending on how much a user knows about and has used the innovation. a person who has just started using a given innovation will have different concerns than someone who has never used it and at various intensities. dost-sei project star and its professional development programs numerous factors contribute to the country’s current predicament. to begin, the country is facing a teacher shortage in science and mathematics, likewise of taking an active teaching role. it is believed that improving the quality of teacher training and making continued professional development accessible to all teachers will enhance science and mathematics teaching. teachers’ pedagogical and technological skills should be strengthened. the department of education and the department of science and technology-science education institute (dost-sei), have partnered to enhance science and mathematics education for teachers. through the dostsei graduate scholarship programs, sei provides opportunities for science and mathematics public school teachers across the country to pursue master’s or doctoral degrees. additionally, the sei conducts training programs throughout the country for teachers to help them become more capable through increased content knowledge and improved competence in teaching and assessing their learning. through this, teachers can make a difference by transforming science and mathematics into enjoyable subjects and refuting the belief that they are challenging and intimidating (briones, 2013). project star, as discussed in its star manual (2019), stands for project science teacher academy for the regions. it is an organized scheme of capacity-building activities designed to improve teachers’ instructional capacity and content knowledge with the end goal of enhancing the teaching and learning of science and mathematics education. initiated by the department of science and technology – science education institute in 2011, it consists of teacher-training programs that are designed to blend the latest pedagogical approaches and strategies with scientific and mathematical content. project star has two main objectives: (1) to increase the number of science and math teachers in the country (inservice); and (2) to advocate for innovative approaches and models for the teaching and learning of science and math (in-service/pre-service). in doing so, it intends to provide the filipino teacher with the skills and content mastery to deliver lessons effectively and efficiently. ultimately, it hopes that by equipping teachers with the appropriate know-how, students of science and math will grow into productive and conscientious citizens of the nation and the world. the scope of project star is nationwide; it uses the cascade model to deliver training to teachers across the country. dost-sei works with 17 teacher-training institutions in all the regions of the country as well as 17 regional offices of the deped) to deliver training to teachers nationwide. one hundred and twenty-eight trainers, sixty-four each for science and mathematics, form a national trainer pool that assists dost-sei in its various training programs under project star. in july 2022, project star launched a content webinar series to enhance teachers’ knowledge on challenging science and mathematics topics identified through needs assessments. there were four (4) sessions conducted during the webinar for each subject theme (biology, chemistry, physics and mathematics). during the content enrichment webinar series, a diverse range of topics in biology, chemistry, and physics which are hard to teach were covered, providing participants with valuable insights and knowledge. in light of recent unpredictable situations, “survivability” has become a key focus, pushing teachers to adapt their methods. the education sector must develop professional and innovative programs to ensure teaching quality is maintained, upskilling and reskilling educators to enhance their job security and effectiveness. the demand for greater educational opportunities persists, driven by technological advancements and market changes. professional development programs are essential for workforce competitiveness, ensuring stable employment and adaptability. as technology becomes more accessible, teachers must stay ahead of their students, necessitating continuous capacity building. many teachers recognize the importance of this program and are constantly working to enhance their skills. simultaneously, schools and educational institutions must frequently conduct professional development programs for teachers to keep them up to date on a variety of innovative teaching strategies, concepts, and techniques. the following strategies can help ensure teachers have the necessary skills to impart the appropriate education to the new generation of learners in the most effective manner: 1) provide teachers with access to the latest tools; 2) integrate technology into teaching processes; 3) introduce teachers to 21st-century concepts; and 4) use technology to train teachers. a new education initiative’s effectiveness ultimately pa ge 18 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 14-23, 2024 depends on both the program itself and — more importantly — the role of the teachers who are the frontline in delivering these programs to students. teachers, who are the final facilitators of educational programs, are therefore a key factor in the success of establishing a new program in schools. teachers’ teaching methods have become increasingly diverse. the internet has evolved into a space for them to pursue their interests and devote their time to learning new things for development. it has provided them with a platform to be engaged in rapid interaction and almost instantaneous knowledge building and development. this prompted academic institutions to consider how educational sectors could provide a quality learning experience to teachers worldwide. with the help of webinars, educational institutions have attempted to stay afloat. materials and methods this study employed the descriptive research design as this is expected to generate a set of data that could describe the variables under study. it is descriptive because it described teachers’ level of academic optimism and their level on the stages concern. it likewise ascertained the relationships between science teachers’ level of academic optimism in terms of their self-efficacy, trust in students and parents, and academic emphasis to their level on the stages of concern along with self, task, and impact concerns. the study was undertaken on a nationwide scope, specifically in the different public schools of the country from the seventeen (17) regions. the focus of the study was the dost-sei project star content enrichment program on teaching and learning in the new educational system, which was made available to all teachers nationwide. the participating schools were selected randomly, with a specific emphasis on those schools where science teachers were involved in the said program. this study involved the public school science teachers across the country, who participated in the dost-sei project star content enrichment program regardless of the grade level being taught. considering the huge number of participants and diverse geographical locations, a random sampling technique was used in the determination of respondents in the online survey questionnaire using slovin’s formula. from a total population of 4,279 science teachers, 353 were randomly selected as respondents. table 1 shows the distribution of the population and sample. the main tool for gathering the data was the academic optimism and stages of concern survey (aoscs). the survey questionnaire consists of three (3) parts. the first part contains teachers’ personal information, age, sex, designation or position, and region. the second part determines the teachers’ level of academic optimism and the third part determines the teachers’ level on the stages of concern. part i intends to gather information about the teachers’ personal information including age, sex, designation/ position, and region where they belong. part ii, on the other hand, intends to measure the level of academic optimism as a collective construct and at an individual level which is comprised of three dimensions or measures. the first measure is the teacher’s self-efficacy (items 1-23), the teacher’s trust in students and parents (items 24-26), and the teacher’s academic emphasis (items 27-29). the teachers were asked to rate their level of academic optimism using the five-point scale: very high (5), high (4), moderate (3), low (2), and very low (1). part iii of the questionnaire determines the level on the stages of concern of the respondents. this consists of 35 statements, each expressing a certain concern about the particular innovation. five questions in the survey cover each of the seven soc stages. the socq measures the level of the seven stages of concern that reflect three dimensions: self-concerns (awareness, information, and personal); task concerns (management); and impact concerns (consequence, collaboration, and refocusing). the socq is adopted from southwest educational development laboratory (sedl), 2006 used by natividad (2022) and ruiz (2022) in their respective studies. the purpose of this questionnaire is to determine who is using or considering utilizing various programs and what their concerns are at various stages of the adoption process. the instrument is in a format of a seven-point likert scale, which described their present concern on their involvement with the dost-sei project star content enrichment program with 1 as the lowest and 7 as the highest. the data gathered were treated using mean and pearson r correlation coefficient statistics. in all tests of significance, the level of significance was set at 0.05 level. results and discussion this section discusses the level of science teachers’ academic optimism as a collective construct and at an individual level which is comprised of three dimensions or measures namely: self-efficacy; trust in students and parents; and academic emphasis. the mean rating and descriptive interpretation of every indicator are shown in table 1. table 1: mean ratings of teachers on their level of academic optimism academic optimism mean rating descriptive interpretation self-efficacy 4.13 high trust in students and parents 4.03 high academic emphasis 4.24 high overall mean 4.13 high pa ge 19 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 14-23, 2024 table 1 reveals that the teachers have a high level of academic optimism, as indicated by the overall mean rating of 4.13. the result shows that attending a capacity building program that emphasizes content knowledge enrichment was a significant predictor of teachers’ academic optimism as a collective construct. the result substantiates the recent study conducted by alhendal, alshatti, and alnwaiem (2017) on teachers’ academic optimism and effective learning environment, which found that a professional development program influences teachers’ academic optimism. remarkably, all of the indicators of the teachers’ academic optimism are high. indicator no. 15 with the highest mean rating of 4.33 among all indicators, shows how successful teachers are in fostering students’ values of learning. teach middle east (2016), in its article, mentioned that one of the continuing challenges teachers face is engaging students in meaningful learning experiences. based on the result shows that teachers are passionate about bridging the gap between required content and what is meaningful and relevant to students’ lives. it enables students to not only determine the outcome but also see how the content relates to the world in which students live, as well as give them control of the learning process. as noted by beard et al. (2010), academic optimism is a collective construct that includes the cognitive, emotional, and behavioral dimensions of self-efficacy, trust in students and parents, and academic emphasis. teachers’ belief that students will be influenced by their efforts is known as self-efficacy, thus it is a cognitive anticipation. the teachers’ perception of the students and their parents’ goodness, dependability, competence, honesty, and openness is believed to be the basis of their confidence in both of them, according to earlier studies. in wagner and dipaola’s (2011) study, teacher trust in students and parents is an emotional dimension. academic emphasis pushes for specific behaviors in schools while focusing on learning. thus, academic optimism is seen as a triadic system of relationships, each of which is interdependent in some way. therefore, the results best corroborate with similar studies’ above-mentioned results. academic optimism, as a collective construct, works together cohesively to create a positive learning environment. in fact, the study conducted by bevel (2010) found that teachers are comparable in nature and function, as well as in their potent and positive effect on student success. teachers’ level of self-efficacy the results revealed in table 1 imply that the teachers have a high level of academic optimism in terms of their self-efficacy with an overall mean rating of 4.13. it shows that the teachers have a high level of confidence in their capacity to achieve the appropriate levels and desired outcomes of student engagement and learning, even with challenging or unmotivated students. tschannen-moran and hoy (2004) in their study mentioned that if teachers believe they are able to affect student learning, they set higher expectations, exert greater effort, and are more resilient when things are difficult. as a result, it should not come as a surprise that teacher efficacy — one among a handful of teacher traits that are consistently connected with students’ achievement, consistently and favorably relates to students’ achievement. higher scores correspond to higher levels of self-efficacy. however having the lowest mean of all indicators of selfefficacy — the teachers’ support for families in enabling their children to do well in school obtained a mean rating of 3.92. establishing a connection between schools and home is one of the biggest challenges among teachers as mentioned by delgado (2019), particularly true for families with low economic resources. it might be challenging for parents to feel at ease attending meetings or school activities when they cannot read or write or when their mother tongue is another language than the one that prevails in school. nevertheless, studies have shown a direct connection between parents’ involvement in their children’s education and students’ academic success. in addition, the earlier link between parents and their children’s educational process establishes a stronger basis for the student’s success. throughout the teaching and learning process, teachers employ a variety of assessment tools to assess their students’ progress. although exhibiting a high descriptive interpretation, indicator no. 1 using a variety of assessment strategies, obtained a mean rating of 3.96, the lowest among all self-efficacy indicators. it demonstrates the necessity of giving teachers assessment strategies for improved teaching and learning. teachers’ level of trust in students and parents this measures the confidence that teachers have in parents and students to be supportive of the school and students. as cited in the study of bevel (2010), a trusting relationship includes feelings of compassion, reliability, competency, honesty and openness. in general, effective teachers must have trust in their students’ readiness to learn and the capability to succeed. the overall mean score, as shown in table 1 for this indicator is 4.03. most of the teachers, who participated in this study are confident that parents and students are supportive of teachers and students. therefore, similar to teachers with high self-efficacy, according to tschannenmoran (2004), teachers who trust students and parents are more likely to establish high but achievable expectations from their students a factor that not only encourages but also facilitates achievement. trust is an essential component needed to cultivate and maximize for students to develop and benefit from positive relationships. when teachers foster a safe and trusting learning environment, students feel comfortable taking chances and learning from their mistakes, and parents start to think that teachers are motivated by the best interests of their children at heart. teachers who responded to this study may have a strong track record and experience in removing these pa ge 20 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 14-23, 2024 psychological and social obstacles to create environments where students of all academic abilities may give their all. by doing this, they foster a culture of trust among their students, which has been demonstrated to enhance interpersonal interactions, raise engagement, foster creativity and performance, and make them feel valued and included. students may create connections with everyone in the room by developing relationships that are built on trust and open communication in an emotionally supportive and psychologically secure learning environment. teachers’ level of academic emphasis as cited by nelson (2012) from the study of hoy, gage, and tarter (2006), academic emphasis refers to how much a school is motivated by the pursuit of academic excellence and an urge for academic achievement. academic emphasis carries out a demand or pushes for excellence in student accomplishment. additionally, beard et al., (2010) stated that teachers’ academic emphasis is determined by how well teachers can involve their students in relevant academic tasks. the overall mean rating for academic emphasis as shown in table 1 is 4.24 (high). the academic emphasis of the teachers, who took part in this study maintains a high commitment to upholding high academic standards and encouraging academic success for all students. moreover, this indicates that majority of the teachers go to great lengths in promoting a culture of academic excellence among their students and are confident in their ability to do so in their teaching practices. teachers’ level on the stages of concern in the implementation on the dost-sei content enrichment program this section of the study presents the results of the survey on the teachers’ level on the stages of concern as classified under cbam in the implementation of the dost-sei project star content enrichment program attended. the results of the study show that teachers are at a high level in implementing what they learned in the dost project star content enrichment program with an overall mean rating of 5.51 as shown in table 2. table 2: mean ratings of teachers’ level on the stages of concern on the implementation of dost-sei project star content enrichment program stages of concern mean rating descriptive interpretation self-concern stage 5.43 moderately high awareness (stage 0) 5.12 moderately high informational (stage 1) 5.53 high personal (stage 2) 5.65 high task concern stage 5.37 moderately high management (stage 3) 5.37 moderately high impact concern stage 5.63 high consequence (stage 4) 5.73 high collaboration (stage 5) 5.66 high refocusing (stage 6) 5.51 high overall mean 5.51 high this essentially implies that the teachers show an interest in collaborating and coordinating the implementation with others and in comparing their performance to others potentially learning from one another. the results also show that the teachers concentrate on how the innovation impacts the students in their direct circle of influence. considerations include the relevance of the innovation for students, evaluation of student outcomes, including performance and competencies, and modifications required to enhance student outcomes. teachers’ level on self-concern stage the teachers’ level of self-concern stage consists of three stages: awareness, informational, and personal. the self-concern stage emphasizes teachers recognizing their needs, seeking information, and taking personal responsibility for their professional growth and wellbeing. in this stage, the teachers scored moderately high with a mean rating of 5.43, as revealed in table 3. the teachers prioritize their personal concerns regarding the impact of innovation or change, demonstrating a moderate level of worry about their skills, abilities, and workload. recognizing the significance of self-concern, it becomes essential to enhance teachers’ competencies and capabilities, enabling them to understand how the change influences their roles and responsibilities effectively. as shown in table 3, this study found that the teachers are at a moderately high level of awareness stage with an overall mean of 5.12. this result implies that the teachers are moderately highly concerned with change, aware of the program, and interested in its implementation. however, factors such as teachers being novice, limited time to review and apply the innovation, have attended few sessions of cews greatly affect their implementation pa ge 21 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 14-23, 2024 of such innovation. in the informational stage, individuals show a general awareness of the innovation thus, sparks their first curiosity in learning more about the program and how it works. any interest in the innovation is focused on its impersonal, substantial features, such as its overall traits, outcomes, and requirements. the teachers are at high level in this stage with an overall mean of 5.53, as shown in table 3. it implies that the teachers, personally, are no longer self-conscious about innovation. therefore, there is no need to provide open access to precise and quality information as the recommended course of action. the personal stage is where teachers start to consider the direct impact of the innovation on their instruction capabilities. teachers scored high in this stage with a mean rating of 5.65. this indicates confidence in meeting the innovation’s expectations and their ability to fulfill these demands. teachers are concerned about the personal impact but are willing to collaborate with others to optimize the innovation’s effects. they recognize that their well-being and growth are linked to effectively implementing educational innovations. teachers’ level on task concern stage in this stage (management stage), the teachers’ concerns are primarily focused on the specific tasks and activities related to educational innovation or change. teachers become concerned with the actual application, thus they begin planning the implementation. the teachers’ level of task concern stage is crucial because it addresses the practical aspects of implementing innovation in the classroom. teachers’ concerns at this stage often revolve around how the innovation aligns with their existing teaching practices, the impact on student learning, and the need for additional support or training to effectively carry out the new tasks. at this stage, teachers demonstrate a moderate level of concern (mean rating of 5.37) regarding the integration of new tasks into their teaching responsibilities. they actively seek information and resources to understand and adapt to these changes, emphasizing the importance of managing time, developing skills, and balancing workloads for successful implementation. despite these challenges, teachers remain motivated to integrate innovations into their teaching practices. participating in webinars provides them with practical examples and personalized insights into how innovations can be applied in their own teaching contexts, benefiting both themselves and their students. teachers’ level on impact concern stage the teachers’ level of the impact concern stage consists of three stages namely: consequence; collaboration; and refocusing. it focuses on teachers’ concerns and attitudes related to the perceived impact and consequences of an educational innovation or change. in this stage, the teachers exhibit a significant level of engagement (high), with a mean rating of 5.63. this indicates that their attention shifts towards the broader implications of the innovation or change on the organization. the teachers become more attuned to evaluating the potential benefits, challenges, and consequences associated with the change to enhance overall effectiveness and ensure success. teachers are concerned about how the change will directly affect students or their immediate area of influence in stage 4, which is called the consequence stage. as shown in table 2, at stage 4, the teachers performed well with an overall mean rating of 5.73 (high), the highest mean rating among all stages of concern. they are highly aware of how the innovation relates to their students; the evaluation of student outcomes, including performance and competencies; and the changes needed to improve student outcomes. overall, the teachers at this stage are highly motivated to ensure that the innovation positively impacts their students. also, there is sharing of how this innovation can be effective, how it works, and/or has worked. collaboration stage is where teachers begin wanting to share ideas, strategies and consequences on how they implemented innovations in the classroom processes with others and want to see how they compare to others. table 3 reveals that the teachers are high on the collaboration stage with an overall mean of 5.66, which equates to collaboration. this result shows that teachers are highly interested in collaborating with others and sharing their experiences with the innovation. they want to develop working relationships with both colleagues and outside faculty and coordinate efforts to maximize the innovation’s effects. this is a positive outcome, as collaboration and sharing of ideas can lead to better implementation and outcomes. in the refocusing stage, teachers reflect and explore ideas to see what worked and what could be made better and how the innovation could be used in different ways. with an overall mean rating of 5.51 (high) at this stage, the teachers are highly focused on exploring ways to reap more universal benefits from the innovation. also, this indicates that they are actively reflecting on their use of the innovation and looking for ways to improve it or use it in different ways. the high ratings suggest that the teachers are open to revising their approach and adapting to the needs of their students. however, there is still a need to provide further resources on strategies and teachers must be allowed to share their struggles and successes with others. the study of alshammari (2000) stated that teachers who effectively accepted educational innovation are those who are at the four late stages of concern (management, consequence, cooperation, and refocusing), and which majority of teachers fall into this stage. however, teachers who express self-oriented concern (awareness, informational, and personal) are not using the innovation because they have not yet embraced it, and this is not true of any other teachers as shown. relationship between teachers’ level of academic optimism and level on their stages of concern the result of the correlation analysis between factors related pa ge 22 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 14-23, 2024 to teachers’ level of academic optimism namely: self-efficacy; trust in students and parents; and academic emphasis and to their level on the stages of concern according to cbam classification namely: self-concern; management concern; and impact concern are presented in table 4. the results reveal that the academic optimism of teachers is positively correlated to their stages of concern at the 0.01 level of significance. self-efficacy, the belief in one’s ability to succeed academically, shows positive correlations with three stages of concern: self-concern (r = .397**), management concern (r = .259**), and impact concern (r = .379**). this suggests that teachers with higher self-efficacy levels are more concerned about their performance, academic management, and the impact of their actions, indicating greater engagement in their teaching practice trust in students and parents, reflecting confidence in their abilities and support, also correlates positively with the three stages of concern: self-concern (r = .313**), management concern (r = .368**), and impact concern (r = .324**). this implies that higher levels of trust lead to increased concern among teachers regarding their own performance, academic management, and the impact of their efforts, fostering stronger teacher-student-parent relationships. academic emphasis, the importance placed on academic pursuits and achievements, correlates positively with selfconcern (r = .439**), management concern (r = .284**), and impact concern (r = .407**). this indicates that individuals prioritizing academic success are more likely to be concerned about their own performance, academic management, and the implications of their decisions, potentially enhancing engagement in student learning outcomes overall, the correlations indicate that these factors of academic optimism (self-efficacy, trust in students and parents, academic emphasis) are associated with higher levels of concern in the different stages. this suggests that individuals who possess these optimistic factors are more likely to actively engage with and be invested in their well-being, the management of their work, and the potential impact of their actions on their academic pursuits. these findings can have several implications in educational settings. educators and institutions could focus on fostering self-efficacy beliefs among students to enhance their engagement and concern about their academic performance. building trust and strong relationships with students and parents can contribute to students’ increased concerns about their academic progress, management, and impact. encouraging an academic environment that emphasizes the importance of learning and achievement may lead to higher levels of concern among students. conclusion participation in a professional development program that enriches content knowledge has led to high academic optimism among public school science teachers across the philippines. these teachers are passionate about bridging the gap between required content and what is meaningful to students, though they face challenges in connecting classroom learning with support from home. teachers are highly effective in applying what they’ve learned from the dost-sei project star content enrichment program, showing strong interest in collaboration and implementation. however, additional resources and opportunities to share experiences are needed for further growth. there is a positive correlation between teachers’ academic optimism in terms of self-efficacy, trust in students and parents, and academic emphasis and their stages of concern as outlined by the cbam framework (self, task, and impact stages). adult learning theory principles, such as self-directed learning and collaboration, help teachers engage deeply in professional development, leading to significant growth and improved teaching practices that positively impact student outcomes. cbam principles are instrumental in assessing teachers’ levels of concern during the implementation of knowledge gained from the project star content enrichment program. this analysis provides insights into teachers’ current stages of concern and specific needs, informing targeted interventions and support strategies for successful implementation. finally, the theory of academic optimism is vital for identifying factors that influence student achievement and for fostering a positive learning environment that promotes student success. references alhendal, d., alshatti, s. a., & alnwaiem, a. (2017). teacher academic optimism and effective teachinglearning environment at kuwaiti primary schools. educational science journal. alshammari, b. s. (2000). the developmental stages of table 3: summary of the correlation coefficient between teachers’ academic optimism along the three dimensions and their stages of concern academic optimism stages of concern self management impact self-efficacy .397** .259** .379** trust in students and parents .313** .368** .324** academic emphasis .439** .284** .407** *significant at the 0.01 level pa ge 23 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(4) 14-23, 2024 concern of teachers toward the implementation of the information technology curriculum in kuwait. babu, s., & mendro, r. (2003). teacher accountability: hlm-based teacher effectiveness indices in the investigation of teacher effects on student achievement in a state assessment program. paper presented at the annual meeting of the american educational research association (aera), chicago, il, april. bandura, a. (1997). self-efficacy: the exercise of control. freeman and company. beard, k. s., hoy, w. k., & woolfolk hoy, a. (2010). academic optimism of individual teachers: confirming a new construct. teaching and teacher education, 26(5), 1136–1144. https://doi. org/10.1016/j.tate.2010.02.003 bevel, r. k. (2010). the effects of academic optimism on students’ academic achievement in alabama. darling-hammond, l., hyler, m. e., & gardner, m. (2017). effective teacher professional development. learning policy institute. delgado, p. (2019). the importance of parental involvement in teaching. observatory. https:// observatory.tec.mx/edu-news/the-importance-ofparental-involvement-in-teaching/ department of education. (2016). k to 12 curriculum guide science (grade 3 to grade 10). https://www.deped. gov.ph/wp-content/uploads/2019/01/science-cg_ with-tagged-sci-equipment_revised.pdf department of education. (2020). guidelines on the use of the most essential learning competencies (melcs). https:// commons.deped.gov.ph/melcs-guidelines.pdf department of science and technology – science education institute. (2020). star manual. department of science and technology – science education institute. (2021). annual report. donovan, s. r. (2014). learning from academically optimistic teachers: supporting academic optimism. fahy, p., wu, h., & hoy, w. k. (2010). individual academic optimism of secondary teachers: a new concept and its measure. in w. k. hoy & m. dipaola (eds.), analyzing school contexts: influences of principals and teachers in the service of students (pp. 209–227). information age. forsyth, p. b., adams, c. m., & hoy, w. k. (2011). collective trust: why schools can’t improve without it. teachers college, columbia university. fuller, f. f. (1969). concerns of teachers: a developmental conceptualization. american educational research journal. https://journals.sagepub. com/doi/10.3102/00028312006002207 goddard, r. d., hoy, w. k., & woolfolk-hoy, a. (2000). collective teacher efficacy: its meaning, measure, and impact on student achievement. american educational research journal, 39(3), 479–508. higher education and southeast asia and beyond. (2020). how is covid-19 impacting higher education? head foundation org. https://headfoundation. org/wp-content/uploads/2020/06/hesb-8covid19_2020.pdf hoy, w. k., tarter, c. j., & woolfolk hoy, a. (2006). academic optimism of schools: a force for student achievement. american educational research journal, 43(3), 425–446. johnson, d. (2020). upskilling and reskilling for the ‘new normal’ of education. edelements. https://www. edelements.com/blog/upskilling-and-reskilling-forthe-new-normal-of-education meier, k. (2018). role of teachers in the curriculum process. chron. https://work.chron.com/roleteachers-curriculum-process-5344.html mitchell, r. m., mendiola, b., schumacker, r., & lowery, x. (2016a). creating a school context of success: the role of enabling school structure and academic optimism in an urban elementary and middle school setting. journal of educational administration, 54(6), 626–646. https://doi.org/10.1108/jea-02-20150018 rimm-kaufman, s. e., & sandilos, l. (2014). improving students’ relationships with teachers to provide essential supports for learning. american psychological association. https://www.apa.org/education-career/ k12/relationships tschannen-moran, m., & hoy, a. w. (2004). a multidisciplinary analysis of the nature, meaning, and measurement of trust. review of educational research, 74(2), 211–247. teacher certification degrees. (2023). science teacher career guide. https://www.teachercertificationdegrees.com/ careers/science-teacher/ wagner, c. a., & dipaola, m. f. (2011). academic optimism of high school teachers: its relationship to organizational citizenship behaviors and student achievement. journal of school leadership, 21(6), 893–926. william and mary school of education. (2023). the importance of curriculum development in enhancing teaching and learning. william and mary. https:// counseling.education.wm.edu/blog/the-importanceof-curriculum-development-in-enhancing-teachingand-learning.org pa ge 1 pa ge 39 american journal of education and technology (ajet) navigating educational leadership: examining school heads’ professional standard practices and their impact on teacher satisfaction bernie o. montero1* volume 4 issue 2, year 2025 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v4i2.4344 https://journals.e-palli.com/home/index.php/ajet article information abstract received: january 01, 2025 accepted: february 04, 2025 published: april 18, 2025 this study investigated the professional standard practices of school heads as predictors of teachers’ satisfaction in public elementary schools in the division of agusan del sur. a mixedmethods approach was employed, involving 196 school heads and 356 teachers surveyed, alongside interviews with ten (10) purposively selected teachers. quantitative data were analyzed using statistical tools, while qualitative data underwent thematic analysis. findings revealed that school heads demonstrated a very high level of professional standard practices across five domains: leading strategically, managing school operations and resources, focusing on teaching and learning, developing self and others, and building connections. additionally, teachers reported high satisfaction levels concerning their working environment, workload distribution, teacher-student relationships, peer relationships, personal and professional growth, salary and promotion, well-being, and external support systems. a multiple linear regression analysis identified leading strategically, managing school operations and resources, and developing self and others as significant predictors of teachers’ overall satisfaction. moreover, qualitative data highlighted five core themes influencing teacher satisfaction: (1) working environment and organizational culture, (2) distribution of responsibilities and workload, (3) teacher-student relationship, (4) personal and professional growth, and (5) well-being and recognition. based on these findings, an intervention program was proposed to foster a positive work environment, enhance teacher-student relationships, promote professional growth, ensure justifiable workload distribution, and provide access to mental well-being resources. the study concludes that strong leadership practices contribute significantly to teacher satisfaction, which in turn enhances school performance. it recommends that the department of education integrate these insights into policy and planning, school heads refine leadership strategies, and future researchers explore broader contexts to further understand teacher satisfaction determinants. keywords educational management, professional standards, school environment, school leadership, teacher satisfaction, work-life balance 1 afga central elementary school, sibagat district, division of agusan del sur, deped, philippines * corresponding author’s e-mail: bernie.montero@deped.gov.ph introduction in educational administration and leadership, extensive research has explored teachers’ job satisfaction and the effectiveness of school principals in exercising leadership. this study area has gained significant attention over the years, emphasizing the balance between school principals’ administrative and instructional-transformational roles. while instructional-transformational leadership models receive strong support, international literature suggests that many principals prioritize administrative responsibilities over instructional leadership. notably, a positive correlation exists between principals’ instructional and distributed leadership styles and key teacher outcomes such as job satisfaction and self-efficacy (duyar et al., 2013; liu & printy, 2017; liu & werblow, 2019). however, the findings of darling-hammond et al. (2022) present a critical perspective. high-quality principal preparation and professional development programs significantly contribute to positive principal, teacher, and student outcomes. these outcomes range from principals’ preparedness and engagement in effective practices to higher teacher retention and improved student performance. while investing in instructional leadership is beneficial, principals may not witness substantial growth unless they simultaneously enhance their organizational management skills. this highlights the multifaceted nature of the principal’s role, necessitating a balanced approach that integrates instructional leadership with effective organizational management. republic act 9155, also known as the governance of basic education act of 2001, mandates that every public elementary and high school or a cluster thereof must have a school head. this school head serves as both an instructional leader and an administrative manager. they are responsible for establishing a team with teachers and learning facilitators to deliver quality educational programs, projects, and services. additionally, a core of non-teaching staff manages the school’s administrative, fiscal, and auxiliary services, ensuring that the institution functions efficiently. school heads play a crucial role in creating an enabling and supportive environment for effective teaching and learning. their leadership and management influence the department of education’s (deped) mission to develop quality teachers and holistic learners equipped with 21stcentury skills. deped order no. 42, s. 2017, aligns with this vision, emphasizing the importance of leadership in fostering national development. furthermore, pa ge 40 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(2) 39-50, 2025 the organization for economic co-operation and development (oecd, 2018) asserts that an education system’s quality depends on the quality of its teachers. however, teacher effectiveness is contingent upon effective leadership, policies, and a conducive work environment. the evolving education landscape, influenced by the k to 12 basic education program, asean integration, and globalization, necessitates a reassessment of deped order no. 32, s. 2010. this order pertains to the national adoption and implementation of the national competency-based standards for school heads (ncbssh). a review of these competency standards is crucial to ensure their relevance to current educational demands. in response, the philippine professional standards for school heads (ppssh) provides a continuum of professional practice to support school heads in career progression amid national and international educational reforms (do no. 24, s. 2020). deped adopted the professional program for school heads (ppssh), which defines school leadership quality through five key domains: leading strategically, managing school operations and learning, focusing on teaching and learning, developing self and others, and building connections. these domains establish clear measures for professional learning, competent practice, and effective leadership. by outlining what school heads should know, do, and value, the ppssh ensures that leadership practices are aligned with learner-centeredness, lifelong learning, and inclusivity. additionally, the performance of school heads in agusan del sur indicates a pressing need for further development. according to division memorandum no. 139, s. 2023, results from the 2023 learning and development needs assessment (ldna) revealed that 427 school heads rated themselves as having moderate needs across all five ppsh domains. additionally, only 9 out of 43 school heads (20%) passed the national qualifying examination for school heads (nqesh) in 2022. these findings emphasize the necessity for continuous training and capacity-building initiatives to enhance school heads’ competencies in instructional supervision and organizational management. the researcher aimed to conduct a comprehensive study on teacher satisfaction and the professional practices of public-school heads in agusan del sur. this study examined the relationship between teachers’ job satisfaction and the leadership practices of school heads. by doing so, it sought to provide valuable insights into how school leadership influenced teacher performance and, ultimately, student learning outcomes. the findings contributed to the ongoing discourse on instructional leadership, organizational management, and the continuous professional development of school heads in the philippines. research questions this study examined the professional standard practices of school heads and their impact on teachers’ satisfaction. it focused on understanding how these practices influence the work environment and teacher well-being. specifically, the study addressed key issues related to leadership effectiveness, job satisfaction, and teacher retention. 1. what is the level of professional standard practices among school principals in terms of leading strategically, managing school operations and resources, focusing on teaching and learning, developing self and others, and building connections? 2. what is the level of job satisfaction among elementary teachers in the division of agusan del sur in terms of: (1) school factors, including working environment, distribution of responsibilities and workload, teacherstudent relationship, relationship with peers, personal growth and professional development, salary, promotion, consideration of personal needs, monitoring and evaluation, and well-being and recognition; (2) home factors, including family support, work-life balance, home environment, personal responsibilities, and financial stability; and (3) community factors, including stakeholders’ support, school-community relations, access to resources, safety and well-being, sense of belonging, and distance from home to school? 3. which among the school heads’ professional practices, singly or in combination, predicts teachers’ satisfaction? 4. as perceived by teachers, what elements in their personal and professional life induce their satisfaction or dissatisfaction? materials and methods this section presents the research method used in the study, including the research design, participants, locale, instruments, data gathering procedure, ethical considerations, and statistical treatment/data analysis. research design the study employed a sequential explanatory strategy (creswell, 2003), consisting of three main phases: quantitative data collection and analysis, qualitative data collection and analysis, and result interpretation. the quantitative phase measured the level of professional standard practices among principals in terms of leading strategically, managing school operations and resources, focusing on teaching and learning, developing self and others, and building connections. more so, it also assessed teachers’ satisfaction based on school factors (working environment, workload distribution, teacher-student relationship, peer relationships, professional development, salary, promotion, personal needs, monitoring, well-being, and recognition), home factors (family support, work-life balance, home environment, personal responsibilities, and financial stability), and community factors (stakeholder support, school-community relations, resource access, safety, belongingness, and home-to-school distance). the qualitative phase provided deeper insights into these aspects, and the triangulation of results enhanced the study’s validity, offering a comprehensive understanding of the research problem. pa ge 41 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(2) 39-50, 2025 research respondents the study targeted 3,257 elementary teachers and 386 school principals from the division of agusan del sur. to determine the appropriate sample size, the researcher employed slovin’s formula and used a stratified random sampling scheme to ensure fair representation across municipalities and districts. stratification was based on geographical location and school classification, allowing for a proportional distribution of participants. the final sample included 356 elementary teachers and 196 school principals, ensuring adequate representation of each subgroup. a detailed breakdown of the population and sample size across different municipalities and districts is provided, reflecting the structured approach used to achieve a representative and unbiased selection of respondents. research instruments the researcher developed a questionnaire to assess school heads’ professional standard practices and teachers’ satisfaction. the instrument was submitted to a language expert for content validation, modifications, and feedback. it comprised five components aligned with the department of education’s standards for school principals. the teacher’s satisfaction questionnaire was also used to measure teachers’ satisfaction. two types of questionnaires were employed: a rating scale to capture quantitative data, where respondents rated principals using a balanced scale, and open-ended questions to explore qualitative insights. the survey instrument focused on the professional practices of school principals and teachers’ satisfaction in agusan del sur. the questionnaire included specific verbal descriptions for both scales: one for professional standard practices and one for job satisfaction, with a 5-point scale ranging from “strongly agree” to “strongly disagree.” to ensure validity, the draft questionnaire was reviewed by the thesis adviser, panel members, and revised based on their suggestions. a dry run was conducted with 10 respondents to check clarity, followed by a reliability test with 20 teacherrespondents and 10 school heads. cronbach’s alpha was used to confirm the reliability of the instrument, ensuring consistent responses. data gathering procedure before the study was conducted, the researcher formally sought permission from the school division superintendent to inform district supervisors about the research. the permission request outlined the process for establishing the validity and reliability of the research instruments and described the procedures for administering the survey and interview instruments. this step ensured the cooperation of all parties and maintained transparency throughout the research process. once approval was granted, the researcher worked with the school division superintendent and district supervisors to administer the questionnaires during district meetings and staff gatherings, ensuring maximum participation. the researcher personally distributed the questionnaires, explained their contents, and provided clear instructions, allowing participants to ask clarifying questions to ensure their responses accurately reflected their experiences. the researcher also gathered qualitative data through faceto-face interviews with a selected group of participants. these interviews allowed the researcher to gain deeper insights into the factors influencing teacher satisfaction and school heads’ professional practices. open-ended questions encouraged participants to elaborate on their personal and professional experiences, and the flexible, conversational format enabled the researcher to probe further into participants’ insights. these interviews complemented the survey data by providing rich, contextual information that would not have been captured through the structured questionnaires. this mixed-method approach ensured that both quantitative and qualitative data contributed to a comprehensive understanding of the study’s focus. statistical treatment/data analysis the responses to each item were tallied and assigned an equivalent qualitative description according to the predetermined scale. the collected data was then analyzed and interpreted using several statistical tools. first, weighted mean analysis was utilized to determine the level of professional standard practices and teacher satisfaction within the division of agusan del sur. this provided an overall measure of the respondents’ perceptions across the different variables. the multiple regression analysis was employed to identify which professional standard practices, either individually or in combination, had a significant effect on teachers’ satisfaction levels. this analysis helped pinpoint the specific practices that most influenced teacher satisfaction. lastly, thematic analysis was used to examine the qualitative data, revealing patterns and deeper insights into teachers’ experiences. this method provided a more nuanced and vital understanding of the reasons behind teachers’ satisfaction or dissatisfaction, complementing the quantitative findings and informing the development of a targeted intervention program to address the challenges educators face. ethical considerations this study was conducted voluntarily among public elementary school teachers and principals in the division of agusan del sur. after receiving approval from the superintendent and district supervisor, the researcher distributed the questionnaire to each respondent, ensuring full cooperation by assuring them of the confidentiality of their responses. before the participants began answering the survey, the researcher provided clear instructions on how to respond and explained the purpose of the study, along with the implications of their participation. to maintain confidentiality, respondents were informed that writing their names and schools was optional, and there was no monetary compensation for their participation. pa ge 42 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(2) 39-50, 2025 results and discussion level of school heads’ professional standard practices across domains table 1 provides a comprehensive view of the professional standard practices of school heads in the division of agusan del sur. the overall mean score of 4.65 indicates that respondents generally “strongly agree” with the practices exhibited by school heads. this suggests that school heads in this division are highly effective in executing their professional responsibilities, as they score well across all areas of leadership and management. the highest mean score, 4.71, was observed in the parameter “developing self and others,” which signifies that school heads place significant emphasis on self-improvement and the development of their teachers. on the other hand, this is closely followed by “managing school operations and resources” with a mean score of 4.66, reflecting a strong capacity in managing the school’s resources and daily operations efficiently. “leading strategically” and “focusing on teaching and learning” both have high mean scores of 4.65 and 4.62, indicating effective leadership in strategic planning and a strong focus on improving teaching and learning. the “building connections” parameter also received a mean score of 4.62, which emphasizes the school heads’ ability to maintain relationships and foster collaboration with external stakeholders. across all areas, the mean scores range from 4.62 to 4.71, reinforcing that school heads in agusan del sur perform very well across these essential domains of leadership. additionally, these results suggest that the professional practices of school heads are well-aligned with the standards expected in the education sector. effective leadership is crucial for improving school performance and ensuring a conducive learning environment. according to recent studies (kidd & jarvis, 2022; watson, 2023), strong leadership in areas such as managing resources, focusing on teaching, and developing staff directly contributes to higher teacher satisfaction and better student outcomes. the high mean scores in “developing self and others” and “managing school operations” align with findings from research by gibbs and miller (2021), who highlighted the importance of leadership in fostering and cultivating continuous professional development and efficient school management. moreover, these practices are in line with the department of education’s (2023) policy on educational leadership, which stresses the importance of effective school management to enhance the overall quality of education. these practices are crucial, as they promote collaboration between stakeholders and improve the overall educational experience (epstein et al., 2018). esogon and gumban (2024) found that transformational leadership among school heads positively impacts teacher morale and commitment, leading to improved school effectiveness. additionally, anog et al. (2023) and saro et al. (2022) highlighted that a positive working environment, fostered by effective leadership, enhances teacher job satisfaction, retention, and teaching competencies. these studies emphasize the critical role of school heads’ professional practices in shaping educational outcomes. table 1: school heads’ professional standard practices parameters mean scores standard deviation verbal description verbal interpretation leading strategically 4.65 0.79 strongly agree very high managing school operations and resources 4.66 0.72 strongly agree very high focusing on teaching and learning 4.62 0.80 strongly agree very high developing self and others 4.71 0.59 strongly agree very high building connections 4.62 0.71 strongly agree very high overall 4.65 0.72 strongly agree very high legend. verbal description: 4.51 – 5.00 (strongly agree) 3.51 – 4.50 (agree) 2.51 – 3.50 (neither agree nor disagree) 1.51 – 2.50 (disagree) 1.00 – 1.50 (strongly disagree) verbal interpretation: 4.20 – 5.00 (very high) 3.40 – 4.19 (high) 2.60 – 3.39 (moderate) 1.80 – 2.59 (low) 1.00 – 1.79 (very low) styles positively influence teachers’ performance. thus, these findings not only confirm the effectiveness of school heads in agusan del sur but also provide a basis for further improvements and interventions aimed at fostering the continuous professional growth of school leaders. level of teachers’ satisfaction across domains table 2 presents the overall mean score of 3.95 (sd = 0.82) indicates that teachers in the study generally agree with the factors influencing their satisfaction, leading to a high verbal interpretation. among the parameters, “sense of belonging” (m = 4.21, sd = 0.68) and “relationship with peers” (m = 4.26, sd = 0.71) received the highest mean scores, both interpreted as very high. these findings suggest that collegiality and inclusivity within the the study by abu nasra and arar (2020) found that teachers’ in-role performance improves when they perceive their principals’ leadership style as more transformational and less transactional. more so, sarwar et al. (2022) reported that principals’ democratic leadership pa ge 43 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(2) 39-50, 2025 school environment significantly contribute to teachers’ overall satisfaction, reinforcing the idea that a supportive professional community enhances motivation and job commitment. in contrast of the result, “salary” (m = 3.33, sd = 1.09) received the lowest rating, interpreted as moderate, highlighting financial concerns as a critical area that requires attention. on the other hand, “distance of home to school” (m = 3.51, sd = 1.23) also scored relatively lower compared to other factors, indicating that travel-related stress may impact teachers’ job satisfaction. the findings suggest that while professional relationships and institutional support positively affect teacher satisfaction, economic and logistical factors remain challenging aspects. the implications of these findings align with existing studies on teacher retention and workplace motivation. a conducive work environment, peer collaboration, and professional development opportunities have been shown to enhance job satisfaction and instructional performance (calderwood & mitropoulis, 2019; ghavifekr & pillai, 2020). moreover, local studies have emphasized that filipino educators place a high value on interpersonal relationships in their workplace, as these relationships contribute to reduced occupational stress and improved teaching efficiency (dela cruz et al., 2021). the significant impact of salary concerns also echoes global trends, where financial incentives and job stability are major determinants of teacher retention (han & yin, 2022). these findings suggest that while social and institutional support mechanisms are strong, addressing economic constraints and logistical challenges could further improve teacher satisfaction levels. teachers’ satisfaction is strongly linked to school leadership, particularly in terms of professional support, recognition, and leadership practices. several studies indicate that school heads who provide effective mentoring, fair workload distribution, and structured career development opportunities contribute to higher job satisfaction among teachers (lopez & molina, 2023). furthermore, research by kim and lee (2023) highlights that when school administrators foster a culture of inclusivity and professional recognition, teachers are more likely to experience job fulfillment and demonstrate improved classroom performance. these findings imply that leadership strategies emphasizing teacher well-being, equitable resource allocation, and transparent promotion pathways can significantly enhance teacher motivation and retention rates. additionally, recent research suggests that school heads’ management approaches influence teachers’ emotional and psychological well-being, which in turn affects their professional effectiveness. a study by santos and ramirez (2023) found that teachers who feel valued and supported by their school heads demonstrate greater commitment and resilience in their profession. on the other hand, martinez and cruz (2024) emphasize that workplace recognition and well-structured professional development programs contribute to reduced burnout and improved instructional outcomes. the study’s results reaffirm these perspectives, highlighting the essential role of effective leadership in fostering a positive school culture and sustaining teacher engagement. table 2: teachers’ satisfaction parameters mean scores standard deviation verbal description verbal interpretation school factors working environment 4.13 0.88 agree high distribution of responsibilities and workload 4.12 0.80 agree high teacher – student relationship 4.16 0.78 agree high relationship with peers 4.26 0.71 agree very high personal growth and professional development 4.18 0.79 agree high salary 3.33 1.09 neither agree nor disagree moderate promotion 3.85 0.86 agree high consideration of personal needs 3.89 0.76 agree high monitoring and evaluation 4.19 0.71 agree high well – being and recognition 4.03 0.70 agree high home factors family support 4.19 0.78 agree high work – life balance 4.07 0.71 agree high home environment 3.77 0.88 agree high personal responsibilities 3.94 0.74 agree high financial stability 3.55 0.99 agree high pa ge 44 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(2) 39-50, 2025 accordingly, teachers’ satisfaction is significantly shaped by school heads’ leadership practices, particularly in cultivating a work environment that promotes growth, engagement, and well-being. a study by ramirez and santos (2023) and naguit (2024) revealed that school leaders who actively involve teachers in decisionmaking processes and provide consistent professional guidance contribute to higher levels of satisfaction and job performance. del rosario and martinez (2022) emphasized that a leadership approach focused on open communication and support systems enhances teachers’ sense of belonging and motivation. furthermore, the study by kim and lee (2021) found that school heads who implement structured mentorship programs and recognize teachers’ contributions positively influence educators’ career commitment and instructional effectiveness. these findings further validate the results of this study, emphasizing the role of strong leadership in ensuring teachers’ professional fulfillment and overall schools’ success. predictors of teachers’ satisfaction based on school heads’ professional practices the results of the multiple linear regression (mlr) analysis are presented in table 3. this analysis was conducted to identify combinations of predictors for teachers’ satisfaction. moreover, among the five dimensions of school heads’ professional standards, only three factors emerged as significant predictors. “leading strategically” (ls) showed the highest t-stat value of 5.715 and a p-value of <0.001, which statistically supports that it is a significant predictor of teachers’ satisfaction. the “developing self and others” (dso) was found to be another significant predictor, with a t-stat value of 4.446 and a p-value of <0.001. furthermore, “managing school operations and resources” (msor) also emerged as a significant predictor, with a t-stat value of 4.331 and a p-value of <0.001. the coefficients for these three predictors were all positive, with values of 0.351 for ls, 0.276 for dso, and 0.269 for msor, suggesting that higher levels of these factors are associated with higher levels of teachers’ satisfaction. on the other hand, the mlr results revealed that “focusing on teaching and learning” (ftl) and “building connections” (bc) were not significant predictors of teacher satisfaction, as reflected in their respective p-values of 0.221 and 0.650. community factors stakeholders’ support 4.09 0.72 agree high school – community relations 4.06 0.70 agree high access to resources 3.78 0.89 agree high safety and well – being 3.65 0.92 agree high sense of belonging 4.21 0.68 agree very high distance of home to school 3.51 1.23 agree high overall 3.95 0.82 agree high legend. verbal description: 4.51 – 5.00 (strongly agree) 3.51 – 4.50 (agree) 2.51 – 3.50 (neither agree nor disagree) 1.51 – 2.50 (disagree) 1.00 – 1.50 (strongly disagree) verbal interpretation: 4.20 – 5.00 (very high) 3.40 – 4.19 (high) 2.60 – 3.39 (moderate) 1.80 – 2.59 (low) 1.00 – 1.79 (very low) table 3: predictors of teachers’ satisfaction using multiple linear regression predictors estimate t-stat p-value remarks leading strategically 0.351 5.715 < .001 significant managing school operations and resources 0.269 4.331 < .001 significant focusing on teaching and learning -0.057 -1.229 0.221 not significant developing self and others 0.276 4.446 < .001 significant building connections -0.025 -0.454 0.650 not significant strategic leadership plays a pivotal role in predicting teacher satisfaction by establishing a clear and cohesive vision for the educational environment. when school leaders communicate a well-defined mission and set achievable goals, teachers gain a sense of direction and purpose in their work (veloso et al., 2017). prasertcharoensuk and tang (2017) also noted that strategic leadership helps educators align their teaching practices with the broader objectives of the school, fostering a shared commitment to student success. when teachers understand how their roles contribute to the overall vision, they feel more invested and engaged, which boosts their job satisfaction. anastasiou and garametsi (2021) pointed out that strategic leadership emphasizes collaboration and open pa ge 45 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(2) 39-50, 2025 communication, which are essential for cultivating a positive school culture. effective leaders involve teachers in decision-making processes, seeking their input on policies, curricula, and initiatives. this collaborative approach not only empowers teachers but also promotes a sense of belonging and ownership in the school community. when educators feel valued and recognized for their contributions, they are more likely to experience higher job satisfaction, as they see their voices reflected in the school’s direction and initiatives (zaman et al., 2019). the study by uddin et al. (2019) emphasized that it plays a significant role in predicting teacher satisfaction. effective operational management ensures that teachers have the necessary tools, materials, and support to perform their jobs efficiently. when schools are wellorganized and properly resourced, teachers can focus on their core responsibilities teaching and fostering student learning rather than dealing with logistical challenges (mohammad, 2023). access to appropriate technology, teaching materials, and professional development opportunities enhances teachers’ ability to provide highquality instruction, which ultimately increases their job satisfaction. additionally, zaman et al. (2019) found that effective management of school operations contributes to a positive school culture, characterized by collaboration and shared responsibility. when leaders prioritize communication and involve teachers in operational decisions, it fosters a sense of community and teamwork. teachers who feel they have a voice in the management processes are more likely to feel valued and respected, contributing to their overall satisfaction (oyekunle, 2024). nevertheless, the “developing self and others” also emerged as a significant predictor of teacher satisfaction, as evidenced by the statistical results. this finding aligns with mohammad’s (2023) argument that principals’ skills in developing both themselves and others are key to creating a culture of growth and professional development within schools. when principals prioritize staff development, it signals to teachers that their professional growth is valued and supported (kraft & gilmour, 2016). thus, school principals help teachers enhance their skills, stay updated with best practices, and feel more competent in their roles. teachers who see their capabilities grow through mentorship, training, and collaborative opportunities experience greater job satisfaction, as they feel more effective and fulfilled in their teaching (honig, 2012). emerging elements in personal and professional life inducing teacher satisfaction table 4 presents the thematic analysis results on the personal and professional life elements that contribute to teacher satisfaction. the analysis identifies five key themes derived from the teachers’ responses. these themes highlight the factors that influence their job satisfaction or dissatisfaction, providing valuable insights into their experiences. the following discussion elaborates on the variables related to teacher satisfaction. table 4: thematic analysis of teachers’ personal and professional life elements theme sub-theme summary responses theme 1: working environment and organizational culture sub-theme 1.1: physical environment and facilities the physical space, availability of technology, and overall atmosphere play a significant role in teachers’ daily work and professional development. t1: “a conducive learning environment greatly impacts both teaching and learning. adequate space for teacher discussions and collaboration enhances our ability to deliver quality education.” t2: “the available technology and manageable teaching load significantly influence my teaching effectiveness and professional development. a well-equipped environment is crucial for both teachers and learners.” sub-theme 1.2: organizational relationships and support relationships between school heads, teachers, and peers are crucial in fostering a supportive and non-toxic work environment, enhancing job satisfaction and growth. t2: "the trust and support i receive from our school head have a positive impact on my morale. this school serves as a training ground where i feel supported and appreciated." t3: “the welcoming and non-toxic atmosphere in this school makes me excited to work here. i’m grateful for the positive environment where everyone collaborates harmoniously.” t4: “the collaborative spirit among teachers is strong. when we have activities, everyone pitches in, making the workload manageable and the work environment supportive.” pa ge 46 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(2) 39-50, 2025 theme 2: distribution of responsibilities and workload sub-theme 2.1: equitable task distribution tasks and responsibilities are distributed fairly, often based on teachers’ strengths, contributing to a collaborative work environment. t2: “i would rate the distribution of tasks in our school as 9 out of 10. the collaboration is excellent, and the work is evenly distributed, making challenging tasks, like organizing graduation, much easier.” t5: “tasks are assigned based on teachers’ strengths, which ensures that each teacher is positioned to succeed. this thoughtful distribution of responsibilities contributes to an efficient and effective work environment.” sub-theme 2.2: collaboration and teamwork strong teamwork and collaboration among teachers are central to managing workload effectively and fostering a sense of community within the school. t2: “collaborative efforts among teachers lighten the load during significant events. everyone’s knowledge and skills contribute to a smooth workflow, making the tasks feel less burdensome.” t5: “the way our tasks are distributed allows us to capitalize on our strengths, which enhances collaboration and ensures that everyone is contributing effectively to our collective goals.” theme 3: teacher-student relationship sub-theme 3.1: quality of interactions teachers maintain positive and understanding relationships with students, adapting to their needs and providing a supportive learning environment. t6: “over my five years here, i’ve built strong, understanding relationships with my students. i adapt to their needs, which helps create a supportive and engaging classroom environment.” t8: “students feel comfortable with me because i’m patient and open to their questions. this openness fosters a positive and interactive learning experience.” sub-theme 3.2: mutual respect and support teachers go beyond their professional duties to support students, fostering mutual respect and a positive school climate. t7: “we adjust our approach based on the students’ grade levels and are willing to go the extra mile for them. this dedication helps build mutual respect and understanding between teachers and students.” t5: “on teacher’s day, students express their gratitude with letters and small gifts, which reflects the positive relationships we’ve built. it’s rewarding to see that students appreciate the extra support we provide.” theme 4: personal and professional growth sub-theme 4.1: professional development opportunities teachers appreciate opportunities for professional growth, such as slac sessions, which enhance their skills and confidence. t10: “the slac sessions have been invaluable in my development as a teacher. before, i hesitated to participate in discussions, but now i confidently share my insights, thanks to the continuous learning opportunities provided.” t4: “classroom observations (co) and other professional development activities at our school have significantly improved my teaching practices. the feedback and learning experiences are incredibly beneficial.” sub-theme 4.2: supportive stakeholders stakeholders’ involvement is crucial in supporting both the school’s projects and teachers’ work, contributing to a positive school environment. t4: “our spta officers are incredibly supportive of the school’s projects and curriculum implementation. they’ve become so effective that they can even lead meetings independently, showing their strong commitment.” t6: “stakeholders in our community, including parents, actively support the school. for instance, they donated drums and a boggle set, which enhance our school’s resources and learning environment.” pa ge 47 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(2) 39-50, 2025 theme 5: well-being and recognition sub-theme 5.1: work-life balance achieving work-life balance is important, and some teachers successfully strategize to separate work from personal life, enhancing job satisfaction and wellbeing. t4: “i used to bring work home, but after my husband pointed out the impact on our family time, i learned to manage my workload better at school. this change has greatly improved both my job performance and my personal life.” t5: “while i’m satisfied with my professional achievements, like receiving an award, i realize that i’ve neglected my personal life in the process. finding a true balance is challenging but necessary.” sub-theme 5.2: recognition and feedback teachers value recognition and constructive feedback, which boost their morale and contribute to professional satisfaction. t4: “the feedback i receive during classroom observations is always constructive and encouraging. it boosts my confidence and helps me grow professionally, making me feel valued as an educator.” teachers unanimously emphasized the significance of the working environment and organizational culture in determining their satisfaction. many teachers reported feeling more satisfied in environments that respect diversity and are characterized by strong support systems. they emphasized that a conducive learning environment with the right facilities and technologies encourages collaborative discussions. as one teacher noted: “a conducive learning environment greatly impacts both teaching and learning. adequate space for teacher discussions and collaboration enhances our ability to deliver quality education.” – t1. in addition to physical space, teachers expressed the importance of psychological support from colleagues and management. one teacher shared: “the trust and support i receive from our school head have a positive impact on my morale. this school serves as a training ground where i feel supported and appreciated.” – t2. teachers highlighted that motivational support from school leaders is essential for completing tasks effectively despite pressures. they also emphasized the value of a non-toxic, respectful atmosphere among colleagues, which contributes to their overall job satisfaction. as another teacher remarked: “the welcoming and non-toxic atmosphere in this school makes me excited to work here. i’m grateful for the positive environment where everyone collaborates harmoniously.” – t3. these findings align with existing studies, which asserts that a positive working environment, supported by a healthy organizational culture, leads to higher teacher satisfaction (zeidan, 2023; zao & jeon, 2024). a fair distribution of responsibilities and workload was identified as another critical factor influencing teacher satisfaction. teachers reported greater satisfaction when tasks were assigned according to their position, rank, and strengths. one teacher stated: “i would rate the distribution of tasks in our school as 9 out of 10. the collaboration is excellent, and the work is evenly distributed, making challenging tasks, like organizing graduation, much easier than usual.” – t2. another teacher explained that distributing tasks based on strengths ensures efficiency and effectiveness: “tasks are assigned based on teachers’ strengths, which ensures that each teacher is positioned to succeed. this thoughtful distribution of responsibilities contributes to an efficient and effective work environment.” – t3. collaboration also emerged as an important aspect of workload distribution. teachers found it easier to manage significant events when they worked together, sharing the responsibilities. one teacher observed: “collaborative efforts among teachers lighten the load during significant events. everyone’s knowledge and skills contribute to a smooth workflow, making the tasks feel less burdensome.” – t2. these insights are consistent with the studies, which stresses that fair workload distribution and clear role delineation reduce teacher dissatisfaction and prevent burnout (crisci et al., 2019; nyagaya, 2015). collaboration among staff further enhances job satisfaction by promoting professional development and teamwork (chughati & perveen, 2013). the relationship between teachers and students plays a pivotal role in teacher satisfaction, as several studies have suggested (spilt et al., 2011). teachers who reported building positive relationships with their students exhibited higher satisfaction levels. one teacher shared: “over my five years here, i’ve built strong, understanding relationships with my students. i adapt to their needs, which helps create a supportive and engaging classroom environment.” – t4. such relationships foster mutual respect, leading to a positive work environment. one teacher expressed the rewards of these connections: “on teacher’s day, students express their gratitude with letters and small gifts, which reflects the positive relationships we’ve built. it’s rewarding to see that students appreciate the extra support we provide.” – t5. the literature supports these findings, emphasizing that strong teacherstudent relationships contribute to a positive classroom atmosphere and enhance job satisfaction (pham, 2024; li et al., 2022). teachers who foster such relationships tend to feel validated and experience a deeper sense of fulfillment, motivating them to remain in the profession (brunzell et al., 2018). pa ge 48 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(2) 39-50, 2025 personal and professional growth was identified as a major contributor to teacher satisfaction. teachers expressed that opportunities for continuous learning and development, along with strong support from stakeholders, were crucial to their satisfaction. one teacher reflected on their development: “the slac or the school-based learning action cell sessions have been invaluable in my development as a teacher. before, i hesitated to participate in discussions, but now i confidently share my insights, thanks to the continuous learning opportunities provided.” – t10. this statement posits the importance of professional development programs in fostering teacher satisfaction. additionally, many teachers acknowledged the positive influence of stakeholders in their growth. as one teacher mentioned: “our spta officers are incredibly supportive of the school’s projects and curriculum implementation. they’ve become so effective that they can even lead meetings independently, showing their strong commitment.” – t4. studies support the notion that professional growth opportunities lead to increased job satisfaction by enhancing teachers’ skills and fostering a sense of accomplishment (hargreaves & fullan, 2015; stefanou et al., 2004). engaging in collaborative growth activities also strengthens teachers’ sense of community and belonging within their schools (weinberg et al., 2021). teachers noted that recognition of their efforts and attention to their well-being played a significant role in their satisfaction. many teachers reported feeling more motivated when their accomplishments were acknowledged. one teacher expressed: “while i’m satisfied with my professional achievements, like receiving an award, i realize that i’ve neglected my personal life in the process.” – t5. recognition was seen as a form of psychological support that boosted teachers’ morale and encouraged them to strive for excellence in their work. this aligns with studies suggesting that recognition and acknowledgment contribute significantly to teacher satisfaction by compensating for their efforts and sacrifices (rendel et al., 2018; waller, 2020). when teachers feel valued for their work, it enhances their well-being and overall job satisfaction. these thematic findings highlight the critical elements influencing teacher satisfaction. a supportive working environment, fair distribution of responsibilities, strong teacher-student relationships, opportunities for growth, and recognition all contribute to a high level of job satisfaction among teachers. these factors not only enhance teachers’ well-being but also improve their effectiveness in the classroom, also benefiting the entire educational community. conclusion based on the findings, several key conclusions can be drawn regarding the professional practices of school heads and teacher satisfaction in public elementary schools in the division of agusan del sur. the strong leadership demonstrated by school heads in strategic planning, resource management, and professional development plays a crucial role in fostering a highly satisfied and highperforming teaching workforce, ultimately contributing to improved school performance. additionally, public elementary school teachers in the division exhibit a high level of job satisfaction in their teaching profession, family relationships, and overall work-life balance, which serves as a strong indicator of productivity while maintaining well-being. moreover, leadership practices, particularly in leading strategically, managing school operations and resources, and developing self and others, are significant predictors of teachers’ overall satisfaction, aligning with existing literature on leadership’s role in constituent satisfaction. furthermore, critical factors such as working environment, organizational culture, workload distribution, teacher-student relationships, personal and professional growth, and recognition significantly influence teachers’ satisfaction. these findings emphasize the importance of cultivating a supportive school environment to enhance both teacher well-being and overall school effectiveness. recommendations in the light of the findings and conclusions presented, the following recommendations are suggested. 1. it is suggested that the study may be utilized by the department of education (deped) as a valuable reference for policy formulation and decision-making, particularly in enhancing leadership practices and teacher support programs. 2. it is suggested that school leaders take into account the study’s findings in developing a more comprehensive and responsive leadership approach. school heads and principals should actively incorporate strategies that promote a positive working environment, fair workload distribution, and opportunities for both personal and professional growth. furthermore, it is recommended that school improvement plans be aligned with the critical factors identified in this study to enhance teacher satisfaction, motivation, and overall job performance. 3. it is suggested that teachers reflect on the findings of the study to better understand the dynamics of their profession and the role of leadership in their worklife balance. teachers are encouraged to engage in professional development activities, collaborate with peers, and communicate their concerns and suggestions to school leaders. moreover, teachers can contribute to a more fulfilling work environment while ensuring personal and professional growth. 4. it is suggested that future researchers consider expanding the scope of the study to include additional factors affecting teacher satisfaction, such as mental health support, school culture, and external socio-economic influences. future studies may also increase the sample size or explore longitudinal research to assess the longterm impact of leadership practices and teacher support programs. a comparative analysis between different educational settings may also provide further insights into best practices for enhancing teacher satisfaction. pa ge 49 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(2) 39-50, 2025 5. it is suggested that stakeholders in the education sector, including policymakers, school administrators, and community leaders, work collaboratively to implement initiatives that promote a supportive and motivating environment for teachers. also, education institutions can improve teacher well-being, enhance teaching quality, and ultimately contribute to the overall success of students and schools. acknowledgment this research would not have been possible without the support and contributions of many individuals. sincere gratitude is extended to the dedicated educators and staff of the department of education (deped) who willingly shared their insights and experiences, making significant contributions to the study. special appreciation is given to dr. liz irish ng villamor for her invaluable guidance, constructive feedback, and unwavering support, which greatly shaped the research process. heartfelt thanks are also extended to dr. genaro v. japos, dr. levita b. grana, dr. aida c. abad, dr. benjie p. jacob, and dr. annabelle m. dorado for their expert evaluation, insightful comments, and constructive criticism that refined and improved the study. lastly, deep appreciation is given to the researcher’s family and friends for their boundless support, patience, and encouragement, which served as a source of strength throughout this academic journey. references abu nasra, m., & arar, k. 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(2023). strategic leadership and school effectiveness: the role of principals in promoting educational quality. journal of educational administration, 61(1), 50-66. https://doi.org/10.1108/jea-11-20210278 pa ge 1 pa ge 93 american journal of education and technology (ajet) the reasons for disinterest of primary level students for schools in helmand lashkargah city mohammad wali wali1*, mohammad din khadim1 volume 4 issue 1, year 2025 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v4i1.4215 https://journals.e-palli.com/home/index.php/ajet article information abstract received: december 25, 2024 accepted: january 27, 2025 published: february 10, 2025 according to instructors who increasingly feel that students are losing interest in their studies and their awareness of their authority, a teaching-learning process would not be considered efficient and effective if it consisted solely of the transfer of knowledge without appropriate reception. the aim of this study was to determine the factors that may contribute to students’ lack of excitement in primary-level students learning. and find the beast methods for the solution of this problem. the study was conducted in helmand, lashkargah city. two schools (shaheed engineer abdul matin high and meddle) were easily used to choose 10 primary level students randomly selected from among 200 students. and their parents were randomly selected to represent the reasons and disinterest of the students in schools. the research participants in this descriptive research approach were used to collect data. the main source of data for this study was collected through self-administered questionnaires, interviews, and direct observations. after data analysis, it was determined that a number of factors contributed to the disinterest of students in primary-level schools, including parents’ lack of involvement with their children, homework refusal, shortage of access to classroom supplies, the distance between home and school, lack of student transportation, a shortage of professional teachers in schools, students’ lack of work during class, lack of time for entertainment, and disregard for each student’s unique interests and desires. it is advised that parents provide their children with the tools they need to finish their schoolwork, and the government builds new schools in nearby or distant locations. keywords disinterest, students and school 1 arakozia institute of higher education, afghanistan * corresponding author’s e-mail: m.waliwali32@gmail.com introduction education is the main factor that determines the sustainability of development. furthermore, education is necessary for all people to promote the development of social, cultural, and information technologies, and educational institutions can help achieve this. given the importance of education, every citizen of the nation needs to be able to learn a range of skills that they may use in their everyday lives. to improve teachers’ professionalism, efforts are undertaken to increase their knowledge and experience in the classroom. a teacher needs to employ more effective and successful teaching strategies in the classroom (khotmi, 2024). education has enormous benefits for both individuals and civilizations. most countries in the world have laws that guarantee the right to elementary education because they believe that education is crucial to a person’s development (unesco, 2002). afghanistan is one of those countries where education has always been gender biased. the education of females has always been defied in the country. because of poverty, insecurity, illiteracy, and lack of political stability, afghanistan has always been an unstable country. it is a war-torn country, and according to unesco (2012). education is one of the most significant social institutions that play a significant part in education in the modern world, given the complexity of the economic development process without educational investment. the broad perspective that education can effectively contribute to the attainment of human perfection emphasizes the significance of this institution in the first place. one of the most significant social institutions in any nation today is education, which is vital to the political, social, cultural, and economic advancement of any nation. a society’s level of education determines its independence and survival. efficient element in reaching human perfection, emphasizing the significance of this establishment in advance (nejahi, 2019). access to education has significantly increased in afghanistan in recent years. with over 6 million pupils registered, the present attendance rate is the highest in history and could be a result of the world’s rapidly growing educational system (feser et al., 2023). helmand is the province of afghanistan, which is located in the south region of the country; according to reports, 75% of children—73% of whom were female—were not registered in school. this was caused by the distance to facilities, the need for children to work or support the family, and the distance to schools (overview & province, 2021). mokter ali et al. (2023) found that school infrastructure, academic inattention, poverty variables, river erosion, teacher shortages, and gender disparity are significant factors influencing dropout behavior. six elements that affect students’ absences were discovered by the study: student preference, subject and instructor, physical and mental capacities, non-collegiate, classroom pa ge 94 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 93-99, 2025 facilities, and personal considerations. needless to say, the current study has several theoretical and practical implications (shakira & kengatharan, 2019). students may lose interest in the learning process for a variety of reasons, but most teachers are constantly looking for practical ways to rekindle their enthusiasm. khotmi et al. (2024) indicate that a lack of excitement for learning is one of the reasons why children drop out of school, particularly in primary school. the main causes of this issue are afghanistan’s poor educational system and a shortage of qualified female teachers. according to this survey, the majority of these pupils are female. in particular, in rural parts of afghanistan, girls do not feel at ease with male teachers throughout the teaching process, which causes them to lose interest in attending school during or after primary school. however, the absence of instructional resources (books, classrooms, blackboards, etc.) in afghan schools also made kids less interested in learning. objectives this study suggests that elementary school students who are not engaged in their studies will also be reminded of the factors that have contributed to their lack of enthusiasm. as a result, we have several respectable objectives that enable us to address these questions. children begin learning in their early years, as we all know, but a number of factors reduce the likelihood that they will show interest. based on this research, these issues must be addressed, and every factor that successfully reduces children’s interest in elementary school will be removed. it’s also critical to remember how to boost children’s motivation for learning so they can engage in class and show greater interest. by outlining the primary school teacher’s actions in response to the student’s interest, we can ultimately accomplish the following goal for this study. ✓ to increase the interest of students at the primary level. ✓ to find outs the social factor which effects on disinterest of students in school at the primary level will be clarified. ✓ to determined that the teacher and family behavior can effect on the interest/disinterest of students in the school at the primary level. research questions ✓ what are the reasons for students’ disinterest at school in primary level? ✓ do the families’ environment shape interest/ disinterest among primary students at school? ✓ what society aspects effect in interest of student in primary levels? ✓ does the teacher’s behavior play role in disinterest of students? literature review since dropout is a major issue in our schools that starts in elementary school and continues into secondary school, an early intervention is necessary to try to prevent children from continuing on this path throughout their educational experiences. because dropout rates affect the socioeconomic development of a society, they are a cause for concern. student dropout rates affect not only the community to which they belong, but the entire nation. student dropouts lead to the inefficient use of scarce educational resources without achieving the nation’s educational objectives. shakira and kengatharan (2019) identified that six factors—student preference, instructor and subject, physical and mental capacities, non-collegiate, classroom facilities, and personal factors—that influence students’ absence. it goes without saying that the present study has a number of theoretical and practical ramifications. according to the findings of ali (2024). the key causes of student dropouts in ebonyi state’s primary schools were socioeconomic and school-based issues, which were represented by 12 items in the first section of the questionnaire and 7 items in the second. absenteeism can be caused by a variety of social and psychological issues. parents blame the school environment, the course, and the demeanor of the professors for their children’s absences, while the teachers and school personnel blame the students’ performance for their continued absences (ayaz, 2015). khan et al. (2017) showed that elementary school dropout is caused by a wide range of causes. ineffective curricula, stringent school rules and regulations, inadequate physical and educational facilities, a lack of parental educational support, low parental socioeconomic status, domestic problems, parental illiteracy, an unfavorable school climate, low attendance, disruptive behavior by students, a lack of motivation and encouragement, teachers’ discriminatory and autocratic attitudes, frequent teacher absences, students’ company with unwanted children, poor health, etc. are some of these factors (khan et al., 2017). the study’s findings furthered our understanding that low mental ability may not always be the cause of underachievement by suggesting that a combination of factors outside the students’ control may have hindered their academic progress (nwosu et al., 2018). segumba (2015) conducted a study to determine the causes of the dropout issue among temeke district primary school students and to identify management strategies. the sample included six primary schools, 30 teachers, 36 dropout students and 1 deo who were interviewed, 30 continuing students, and 6 head teachers who received questionnaires. the study was directed by specific goals. additionally, six teachers and six dropout students participated in the focus group discussion. the results showed that fear of teachers, severe physical punishment, packed classrooms, insufficient instruction, low performance, a long commute to school, a shortage of food at school, and bad management were among the school characteristics that contributed to student dropout. additionally, the results of the study showed that children of parents with less education have a higher likelihood pa ge 95 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 93-99, 2025 of dropping out of school than children of parents with more education. additionally, the results showed that female students dropped out at a higher rate than male students. it was suggested that parents be made aware of the value of education so they may comprehend how their involvement and role in their children’s education impact that education. alexander (2008) asserts that if universal primary education (upe) is to be accomplished, strategies that enhance academic development and lower the percentage of children dropping out of school are essential. more children than ever before are beginning primary school, but dropout rates are high and contribute to low primary school completion rates in many nations. for instance, benin’s primary school completion rate reached 62 percent in 2005 after rising gradually from 38 percent in 2000. in 2007, 51% of primary school students in the democratic republic of the congo completed their education, matching the country’s early 1990s completion percentage. since 2000, the primary school completion rate in bangladesh has stayed at about 60%. these facts serve as the foundation for the conception and development of this study. mishra (1997) indicated that relation between motivation of students and their achievement at school, as the research did not have direct explanation of students’ disinterest but it has done in primary level (1-3 grades) and asked them about the family environment and class situation, and the link with students success and failures. from the previous literature review indicated that different factors has a crucial effect on disinterest of students in each category of the schools. the study has done among 10 parents social occupations, who had high and low level of economic situation. in some cases few number of students was doing heavy works and it was a barrier against their enrolment at school. occupations of parents and their education level are operating as supporter in evolving at school because children who work to support their families are not able to study in a better way at school. materials and methods in line with afghanistan’s educational system and to collect data for this study, we planned to use the qualitative method to get teachers’ and parents’ perspectives on students’ lack of interest, while the quantitative method would focus on the main reasons why students aren’t interested. this is employed to examine a demographic sample at one particular moment in time. participants and area this study will be conducted in the south region of afghanistan, helmand province, lashkargah city.in addition, students, parents, and teachers are the research participants to help us for achieving the satisfied result. the research will be done in government schools between (4-11) grades. tools and techniques we will use three types of tools for this study: ✓ questionnaire ✓ interview ✓ observation in order to identify the primary causes of school indifference, we will attempt to gather comments from parents, teachers, and students via a questionnaire. in order to uncover the hidden causes of pupils’ lack of interest in school, the questionnaire will be created with indirect questions. when gathering data through interviews, we ask a variety of open-ended questions to elicit specific information from parents and instructors. we then record this information on tape and evaluate it as soon as possible. in order to identify the causes of students’ apathy, an observation tool will be used in the classroom to examine the curriculum, instructional strategies, and resources. ethical concerns before we ask participants any questions, we will reassure them that their responses will be kept private, that the study is being conducted for academic purposes only, and that we will have their trust throughout the response process. furthermore, the respondents should cooperate with the researcher as volunteers rather than under duress. to prevent interfering with their activities, the questionnaire and interview will be conducted during the spare time of the teachers, parents, and children. implications we will have accomplished the primary objectives of this study, and we are working to communicate the findings to the ministry of education so that it may be implemented in schools and identify the primary causes and remedies for students’ disinterest in various regions of afghanistan. on the other hand, we are working to reduce this phenomenon among students and identify easily accessible methods for its declaration in accordance with our nation’s laws and customs. result and discussion qualitative data analysis i decided to select a topic analysis to organize the respondents’ views into topics and theories as a strategy for identifying data-driven patterns. the key themes that are identified in the conceptual framework, with the following topics, are based on the grouping of responses in logical scales. the classification of comments is not an exact science; judgment is based on my interpretation of the meaning intended by the parent. if the comment seems to relate to more than one subject, they are included under both. parental notions of school and family parents want to be certain that their children will be ready to lead happy adult lives. this is an era of increasing concern about the quality of education in this country. states are becoming more involved in upholding and keeping an eye on academic standards. the cost of public pa ge 96 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 93-99, 2025 education is causing communities to become increasingly vigilant. with limited resources, local schools are worried about how they will continue to offer top-notch instruction and other services. additionally, parents want to be sure that their kids will be well-prepared to enjoy fulfilling adult lives. every parent wants their children to be able to get to school easily, mentally, and without having to make a long distance. first table show the parental notions of school and family for their children. table 1: q ue st io ns h ow m an y ch ild re n do y ou ha ve ? d is ta nc e be tw ee n sc ho ol a nd ho us e? w ha t d o yo ur ch ild re n do in th ei r f re e tim e? d o yo ur c hi ld re n go to s ch oo l b y bu s or fe et ? d iffi cu lti es in ho m ew or k? i f ye s in w hi ch s ub je ct ? d oe s an yo ne h el p yo ur c hi ld re n at ho m e to d o th ei r ho m ew or k? d o th e sc ho ol ac tiv iti es a re in te re st in g fo r yo ur c hi ld re n? parent 1 6 3 km help with mother feet yes, in math no i do not know parent 2 7 2 km nothing bicycle i do not know no i do not think so parent 3 4 4 km play games feet yes, in math yes, his brother complain from teacher parent 4 3 3 km help with father in shop feet i do not have literacy no i do not know parent 5 7 1,5 km work in field feet yes, in all subjects yes, sometime me fear of the teacher parent 6 6 5 km work at home bicycle sometime in language yes, mother it looks very happy parent 7 4 6 km help me in bakery bicycle i do not have literacy no it is interesting to him. parent 8 2 2 km nothing feet yes, in math, physic, chemistry and science yes, his brother bored from school parent 9 4 4 km help in shop with father bicycle yes, in math yes, his sister it looks happy parent 10 6 4 km nothing motor bike i do not know no i do not know ten people have been questioned as you watch in table 1. from this table indicated that considerable distance to attend school was the dominant factor which was the reason for disinterest of the students in school, respectively parents of children don’t complete their daily assignments. children are not considered or utilized in their job after school. as a result, children lose interest in learning. children interview table 2: described the student’s personality and interest of the school questions which subject do you like the most and why? which teacher do you like and why? do you have interest to do your homework? do you have extra work behind studying? does your family member help you at home to do your homework? student 1 pashto, because i like poem story because the teacher is very kind and help me individually yes, it is so good work in restaurant no body help me student 2 painting, because the figure of book is very interest for me math teacher because no homework no no, just play with friends when i had problem my father help me pa ge 97 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 93-99, 2025 from the above table 2 indicated that most students work together with their parents while studying, but does not do the homework properly and does not want to do it. most of them like masters to help them. after analysis of the data which was obtained from ten students, the significant factor was that disregarding of the families and neglecting to assist their children schoolwork or homework. this was the reason for unconcern of most students in schools. school facilities student 3 pashto, the reading is easy for me pashto teacher because she is very kind all the time i am with my father in pharmacy my father motivate me help with father my father student 4 holly quran, in masque also read it sport teacher, because he play with us i do not know bring water from well sometime my brother student 5 pashto, easy for me pashto teacher because he is a good man no play with friends no student 6 all subjects, because i can lean and try to a good teacher in the future math teacher because he motivate me in every subject i like to do homework nothing no body student 7 all subject, but physic is good for me physic teacher yes yes, work with my father no student 8 history is my favorite subject history and gioghraphia teacher yes work with my father in shop sometime student 9 chemistry and biology chemistry and biology teachers yes, sometime work at home no student 10 all subjects all teachers yes work at home no table 3: shows that facilities which are contribution to the students for encouraging of schools number statement the teachers who say (yes) the teachers who say (no) 1 there is a library in the school. 10 0 2 there are sports grounds in the school. 10 0 3 sports items are provided to the students. 3 7 4 there are preliminary medical aids in school. 2 8 5 healthy drinking water is in school. 9 1 6 transportation is available for the students. 0 10 7 teaching books are provided to students. 10 0 9 there are professional teachers. 3 7 10 there are required classes. 8 2 11 you use the teaching materials in teaching. 3 7 school facilities are an important part of the school that has been most significant role on interest and encourage of the students. table 3 shows that 10 members of schools have been questions, each of which has responded. almost every school has a library, alongside a library of sports fields. but there are no sports facilities for students. also, there is not enough medical first aid. there is not a health drink in all schools, transport cannot be seen for student transportation, and books are available. still, there are major problems with the materials of the classroom, but they have less role on student disinterest, while available transportation for student was the maximum factor for reducing students’ interest in the school. students questioners after determination of various causes of student disinterest in primary levels school, we are suitable to ask the students some questions individually. pa ge 98 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 93-99, 2025 quantitative data analysis the following graphs are results of the consolidation and representation of questionnaire responses. below each, a brief summary of the conclusions drawn from the questionnaire results will be supplied. note: the graphs were created using the following rating scale: 1 = always, 2 = sometimes, 3 = often, and 4 = never. by utilizing a greater number to signify a higher degree of importance of a given component, this scale, which is reversed from the one used in the questionnaire, offers a clearer visual representation of the data. figure 1: shows that ten school administrators have been asked which ones have responded in turn table 4: determined ten schools administrator’s facilities for student’s encouragement to attend lessons on time and without absences no statements always sometimes often never 1 consult with students' parents during the problem. 5 2 1 2 2 teachers go to the class on time. 5 5 0 0 3 school administration focuses on individual students' interests. 1 1 1 7 4 the school administration launches incentive programs. 4 2 2 2 5 sports competitions arrange at school. 4 2 2 2 6 students come to the class on time. 5 4 1 0 7 student problems are addressed during the study. 3 2 4 1 8 aware of student’s needs. 1 3 2 4 9 the school administration has good relations with the students. 5 3 1 1 10 the use of simple laboratory equipment in the classroom for comprehension. 1 1 6 2 table 4 shows that ten school administrators have been asked which ones have responded in turn. it is clear that school administration focuses on individual students’ was the most crucial factor for disinterest of students also the use of simple laboratory equipment in the classroom for comprehension was the second significant factor for disinterest of students. students ‘interests have not received special attention, which has led to a decrease in students’ interest in the school (primary level). conclusion it’s concluded that in helmand, lashkargah, primary school students’ disinterest in learning is caused by both internal and external influences. one of the internal reasons leading to students’ low interest in learning is a lack of support from the home environment, namely parents who often ignore their children’s behavior when they miss school without being ready to criticize them for it. in addition, there is not enough emphasis on urging pupils to study at home. there are few outside influences. teachers’ outdated teaching strategies and lack of creativity, such as not creating lesson plans with instructional aids, are the main causes of students’ disinterest in learning. lack of buildings for study sessions, outdated benches and tables, and other learning aids are examples of inadequate infrastructure and amenities that can also contribute to low interest in studying. for the solution to the problem, we recommend that parents pa ge 99 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 93-99, 2025 are expected to be more concerned with their children’s academic and extracurricular growth. in addition, parents are supposed to be able to communicate and understand one another better in order to have deeper ties with their children. for educators to employ more creative teaching strategies when instructing. in addition, it is advised that educators learn more about the age-appropriate growth and development of children to better understand their pupils’ requirements. acknowlagment i am deeply grateful to the leadership and administration of arakozia institute of higher education for encouraging me to conduct research in this area, and share the results of this research with the public through a reputable journal. references ali, p. a. (2024). causes of dropout among primary school pupils in ebonyi state. ebonyi state college of education, ikwo journal of educational research, 10(1), 1–23. alexander, r. (2008). education for all, the quality imperative and the problem of pedagogy (create pathways to access no. 20). consortium for research on educational access, transitions and equity, university of sussex. ayaz, h. (2015). investigating the reasons and effects of absence in primary school students studying at federal government institutions mubarak ali. khan, a., suleman, q., mehmood, a., & nawab, b. (2017). causes of students’ dropout at elementary level in southern districts of khyber pakhtunkhwa. research on humanities and social sciences, 7(23), 20–25. khotmi, n., hidayati, r., hidayati, y., negara, a., sosial, t., kesehatan, d., selong, m., negara, m. a., & sosial, i. t. (2024). the factors that cause low interest in learning in grade 4 students at sdn 3 perian. jurnal ilmiah mandala education (jime), 10(1), 2442–9511. https://doi.org/10.58258/jime.v9i1.6761 mansory, a. (2007). dropout study in basic education level of schools in afghanistan. swedish committee for afghanistan. mishra, k. n. (1997). achievement motivation level of primary school children: anxiety and academic achievement. indian journal of social work, 58, 24–34. nejahi, p., & esmaeilishad, b. (2019). identifying the factors affecting the school dropout of female first grade elementary students. iranian journal of educational sociology, 2(1), 161–170. north atlantic marine mammals commission. (2005). annual report 2005. nwosu, k. c., okoyoe, c. c., & onah, u. h. (2018). an interpretive descriptive study of factors affecting academic achievement of underachieving student teachers in nigeria. journal of at-risk issues, 21(2), 20–29. sharma, r. c. (1962). socioeconomic factors influencing primary school environment. overview, p., & province, h. (2021). provincial overview helmand province. december. segumba, s. i. a. (2015). factors leading to problems of dropout in primary school pupils in temeke district. university of tanzania journal of education, 8(9). shakira, m. n. f., & kengatharan, n. (2019). every day students in schools matter: reasons for not attending school: evidence from advanced level students. journal of business studies, 6(1), 41–56. https://doi. org/10.4038/jbs.v6i1.41 unesco. (2012). from access to equality—empowering girls and women through literacy and secondary education. unesco-cdrb. (2002). a study of girls’ dropouts and noncompletion of program in the primary and secondary education in bangladesh. pa ge 1 pa ge 36 american journal of education and technologies (ajet) online learning readiness of public secondary schools: the perspective between school heads and teachers edward e. bana1*, runato a. basanes2, gerald t. malabarbas2 volume 1 issue 2, year 2022 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v1i2.393 https://journals.e-palli.com/home/index.php/ajet article information abstract received: july 16, 2022 accepted: september 01, 2022 published: september 04, 2022 globally, academic institutions have been impacted by covid-19, and the majority have gone online. during the pandemic, online learning was most effective. this study aimed to determine the readiness of secondary schools for online learning in the division of antique as perceived by the school heads and teachers of the division of antique. a validated survey instrument was used to gather data from the respondents. statistical tools used include frequency, percentage, standard deviation, and mean for the descriptive analysis, then one-way anova and kruskal-wallis test, least significant difference (lsd), and bonferroni for the inferential analysis. the study found that secondary schools in the division of antique were ready to adapt to the online learning platforms of curriculum delivery as perceived by school heads and teachers. further, it was found that there exists a significant difference in the online learning readiness of school heads and teachers when categorized according to the school size. despite the findings that the secondary schools were ready to implement online learning, it was proposed that the schools division of antique should strategically plan for it to make sure that the readiness of school heads, teachers, and students, especially in terms of the availability of information and communication technology (ict) gadgets, digital technology skills, and availability of online learning home support is established to ensure the quality of implementation. keywords online learning, school readiness, secondary schools 1 division of antique, san jose, antique, philippines 2 college of teacher education, university of antique, sibalom, antique, philippines * corresponding author’s e-mail: edw_76@yahoo.com introduction as a precautionary measure against the coronavirus, the governments of more than 170 nations have ordered the closure of schools, affecting around 1.5 billion kids (covid-19). through the use of distant learning, the global education system strives to maintain a continuous learning environment for children and young people. the majority of the time, efforts consist of utilizing a variety of digital platforms that feature instructional content in addition to a wide range of educational technology (edtech) solutions in order to make communication and learning spaces as open and dynamic as is humanly possible (moreno & gortazar, 2020). according to galecia et al. (2022), the covid-19 epidemic expands worldwide opportunities for online education. due to this pandemic, all nations have changed their educational systems to online learning methods. mental and technical readiness for the online learning mode must be assessed so that appropriate assistance can be provided and addressed, aside from its ict set-up amenability. undeniably, the dilemma facing all countries is that, while these technological solutions seem to be the greatest approach to limit major learning losses during the crisis (particularly for vulnerable pupils), they also risk further growing equity inequalities in education. thus, if the digital gap in education were to expand as schools are closed, learning inequality and learning poverty would also unavoidably increase. learning continuity would then be ensured for some but denied to others. the first step is to make sure that all students have access to the internet, which is the first dimension of the digital gap. all students would be able to use online learning tools and digital platforms with educational content. but the covid-19 crisis has shown that there are two more parts to the digital gap, even in rich countries where everyone has access to the internet but not everyone does. the second factor is the digital use gap. without guidance, students from lower socioeconomic backgrounds are less likely to use online content in a way that helps them learn. the third dimension is the digital school gap, which is the ability and capacity of each school to provide individualized, or appropriately leveled and sequenced, digital learning for students, to promote and track engagement with these materials, and to give feedback that helps maximize learning outcomes. one school, for instance, might only send printed materials or suggest that students watch videos made for the general public. on the other hand, other schools can keep classes going online or come up with creative ways to use digital apps for group learning and one-on-one student support. it’s easy to see why this is the most important digital gap for making sure that students can keep learning during the pandemic, given how different schools are (moreno & gortazar, 2020). it is, therefore, apt to evaluate the readiness of public secondary schools for online learning in this time of pandemic as perceived by the school heads and teachers. this initiative has to be done to improve the instructional delivery of schools and to find out the significant role it plays, hence, this study. literature review in recent decades, technology has entered the everyday lives of more people of all ages at a tremendous pace. https://doi.org/10.54536/ajet.v1i2.393 mailto:https://journals.e-palli.com/home/index.php/ajet%0d?subject= mailto:edw_76%40yahoo.com?subject= pa ge 37 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(2) 36-45, 2022 looking through history, personal computers (pc) for home use were commercially available in the 1980s, and pcs equipped with the internet started around the 1990s. in the early 2000s, not long after, mobile phones became widespread, and smartphones followed them after 2007 with the introduction of apple’s iphone. undoubtedly, the internet is important in the widespread use of information technologies. however, according to basol and cevik (2006), computers without an internet connection resemble an empty box, a typewriter, or an introverted child; hence nothing positive. since the mid-1990s internet boom, distance education has changed (especially in developed countries). distance education methods from the 1990s (correspondence courses, radio-based courses, videotaped lectures) are being updated or replaced with internet-based or computer-based methods (nces, 1999). in 2002, more than 1.6 million college students took at least one online course, and more than 500,000 completed their degrees online (the sloan consortium, 2004). however, e-learning is not just for colleges and universities. many private companies deliver training online (american society for training and development [astd], 2003; stephenson, 2003). the delivery of training programs via e-learning platforms (dvd, cd-rom, internet) increased to 29% in 2002 and 31% in 2003, according to the astd (2003). while 32% to 74% of organizations used the internet for e-learning delivery in 2003, questions remain about instructional soundness and learner readiness for online learning environments. researchers have attempted to determine the variables related to the online learning readiness of schools. literature on online learning readiness seems more focused on inspecting students’ online readiness to other variables such as student-directedness and computer self-efficacy (robinson, 2008) rather than studying the relevance of important pre-entry characteristics to the online readiness level of the users. as an important dynamic for student success in online learning, readiness was at the core of the current study. anything new introduced to a blended learning environment, e.g., flipped classrooms, discussion boards, e-quizzes, workshops, etc., new studies have emerged looking at their effects on achievement (basol, cigdem, & unver, 2018). similarly, basol, cigdem, and unver (2018) pointed out studies on online learning strategies. drawing broader conclusions from these studies reduces their external validity. who is more willing to take advantage of online learning? what characteristics help them make that decision? investigating the importance of student characteristics on e-learning readiness may help us design better online instruction. while user characteristics such as having a computer or mobile phone with internet access affect students’ ability to use online learning, topics such as user preferences, inspired by marketing research to drive sales, have been studied. in turkey, a survey on smartphone use by both men and women found that people used them for social networking, talking on the phone, searching the internet, and texting. experience has been studied for its relationship to academic achievement in online learning literature. according to the results, taking a web-based course before could affect students’ online readiness. online learning may have improved their learning in a previous course. a mobile phone with internet access can help process information. the internet has dominated our lives by providing “intercultural and personalized” knowledge through digital apps on smartphones, computers, and tablets (holmes & gardner, 2006). a smartphone with the internet can replace a computer. 64% of americans own a smartphone, and 63% of adult cell owners go online with their phones. moreover, turkish people are just as tech-savvy as americans. computers, laptops, mobile phones, ipads, and smartphones quickly spread from schools to homes. 90% of turkish smartphone users have internet access, with 53% male and 47% female pew research center, 2014). researchers should consider age, socioeconomic status, technology availability, prior experience, self-efficacy, education (ng, 2012), and disciplinary differences to understand the concept better. according to the literature, online learners must own a computer, spend more time on it, and have internet access (helsper & eynon, 2010). web as an instructional tool is supported by research. mcmullin (2005) says a website is like a library for students. leacock, warrican, and veira (2013) reported that students used netbooks at home and school and suggested educating them on safe and beneficial use rather than limiting internet access. building and maintaining an online course takes time from the instructor. it can be difficult for a tech-novice or multi-course instructor. this also applies to students who do not use technology often. it would be interesting to see how online learners’ technology preferences affect their readiness for online learning. moreno and gortazar (2020) looked at the pisa 2018 principals’ questionnaire in assessing the readiness and management of digital learning experiences. according to the study, the results were disappointing, but they showed the reality and are still hopeful. only a few countries have universal access to such platforms, including all the nordic countries, singapore, qatar, and the four chinese provinces participating in pisa 2018, and to a lesser extent, australia, new zealand, thailand, and the united states. in most countries, 35 to 70% of students attend schools with effective online learning support. thus, the world’s education systems lack universal online learning platforms. (2) do teachers have the technical and pedagogical skills to integrate digital devices? principals were more positive. in most countries, two-thirds of 15-year-olds attend schools where principals believe teachers have the technical and pedagogical skills for digital learning. high-income oecd members do worse than middle-income countries. lac and mena lag behind eca, east asia, and the pacific (eap). in the covid-19 crisis, the responses to this question offer https://journals.e-palli.com/home/index.php/ajet pa ge 38 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(2) 36-45, 2022 some hope. however, two-thirds seem low for teachers and raise concerns about the remaining third, whose teachers lack skills essential for successful digital learning during school closures. online learning, a subset of distance education, has always provided access to a more flexible educational experience than campus-based education. in developed countries, web access is widespread. for example, in canada, 68 percent of the population uses the internet regularly, which is likely higher today, especially among younger users and students. this high percentage of users includes over 95% of those interested in formal education. access to the web is primarily through home or workplace computers, libraries, internet cafes, and personal wireless devices. most people in developed countries have easy access. in addition, access is faster and more convenient, as shown by 33% annual increases in broadband connectivity in oecd countries between 2005 and 2006 (oecd, 2006). numerous studies, including a meta-analysis of over 200 studies, have found no significant difference in learning outcomes in online versus face-to-face courses (bernard et al., 2004; bowen, chingos, lack, & nygren, 2012). nevertheless, online course dropout rates range from 20-40% (pierrakeas, xenos, panagiotakopoulos, & vergidis, 2004), and online attrition rates have been reported as 7-20 percentage points higher than those for face-to-face courses (nora & snyder, 2009; patterson & mcfadden, 2009). however, there is little research on the effects of online course-taking on college persistence and completion, and what results are available are mixed (shea & bidjerano, 2014; xu & jaggars, 2011). however, examining student characteristics may help to predict which students are at the highest risk online. in her article, ilona (2021) underscored that during quarantine throughout most of the philippines, education officials have proposed using online platforms for the school year 2020-2021 to continue the schooling of millions of filipino students. the philippines, however, cannot support online schooling for most of its students, and the attempt will prove ineffective for most of the country. according to deped’s ict service director aida yuvienco, as cited by ilona (2021), “only 26 percent of public schools are connected to the internet or can connect to the internet”, and nearly 5,000 public schools in remote areas do not even have access to electricity. obviously, the philippines is far from being technologically advanced, 83rd out of 138 countries in digital readiness, according to the department of science and technology. methodology research design this study utilized the descriptive research design. descriptive research is a purposive process of gathering, analyzing, classifying, and tabulating data about prevailing conditions, practices, beliefs, processes, trends, and cause-effect relationships and then making an adequate and accurate interpretation of such data with or without the aid of statistical methods (calderon & gonzales, 2011). the study is descriptive design since it assessed the readiness of the public secondary schools for online learning as perceived by both school heads and teachers. respondents of the study the respondents of this study were all secondary school heads and randomly selected teachers in the division of antique during the school year 2020 -2021. the number of respondents is shown in the succeeding table. table 1: distribution of respondents by school size variables school head teachers f % f % small 9 16 43 13 medium 18 51 69 20 large 9 16 54 16 very large 21 37 175 51 total 57 100 341 100 research instruments the researchers made use of a survey questionnaire on the readiness of schools for online learning were used to gather data needed in the study. online learning readiness questionnaire for school heads was used to determine the level of readiness of school heads for online learning. the instrument consisted of a fourpoint likert type scale of three (3) dimensions: digital technology skills, task-based skills for online learning, and availability of ict gadgets for online learning. each dimension has indicators that measure the readiness of school heads to implement online learning in school. then, the school head respondents were asked to rate each item for the digital technology skills and task-based skills for online learning using the following options: 4-always; 3-sometimes; 2-seldom; and 1-never. for the availability of ict gadgets, each item was asked to be assessed as follows: 4-personally owned; 3-provided by the school; 2-borrowed; and 1-does not own. on the other hand, the online learning readiness questionnaire for teachers was used to determine the level of readiness of teachers for online learning. the instrument consists of a 4-point likert-type scale consisting of the following dimensions: digital technology skills, task-based skills for online learning, willingness to adopt online learning for delivery of lessons, availability of ict gadgets, and status of ict infrastructure in the school. each dimension has indicators that measure the readiness of teachers for online learning. to answer the questionnaire, the teacher-respondents were asked to rate each item for digital technology skills, task-based skills for online learning, availability of ict gadgets, taskbased skills for online learning, and willingness to adopt online learning for delivery of lessons using the following options: 4 – always; 3 – sometimes; 2 – seldom; and 1 – never. to rate the indicators for the availability of ict gadgets, teachers were asked to use the following options: 4-personally owned; 3-provided by the school; https://journals.e-palli.com/home/index.php/ajet pa ge 39 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(2) 36-45, 2022 2-borrowed; and 1-does not own. responding to the indicator for the status of ict infrastructure in schools, the following options were used: 4-excellent; 3-very good; 2-good; and 1-poor. validity and reliability of the instruments the research instruments used in the study were submitted for a reliability test to a panel of jurors for face and content validation. to ensure the reliability of the instruments, the researchers administered them for pilot testing to selected school heads and teachers in the division of antique. in establishing the internal consistency of the instrument’s items, the cronbach alpha reliability test was used. the reliability test results showed the following cronbach’s alpha results for the various dimensions of online learning for school heads: digital technology skills = 0.916; task-based skills for online learning = 0.735; and availability of ict gadgets = 0.746. on the other hand, results of the reliability test showed the following cronbach’s alpha results for the various dimensions of online learning for teachers: digital technology skills = 0.886; task-based skills for online learning = 0.694; willingness to adapt online learning in the delivery of lessons = 0.600; availability of ict gadgets = 0.724; and status of ict infrastructure in school = 0.877. none of the items were suggested to be removed by the validators. given the reliability values, the instruments were generally considered good and accepted. data gathering procedure before conducting the instruments, the researchers sought permission from the office of the schools division superintendent to gather the needed data. after the permission was granted, the researchers distributed the questionnaires to school heads and teachers in the division of antique. an online instrument for each group of respondents was deployed using the google form, and the link was sent to the identified respondents. this was done in compliance with health and safety protocols and to avoid direct contact with the respondents during the pandemic time when this study was conducted. the researcher assured the respondents that all their responses were treated with utmost anonymity and confidentiality. they would also be allowed to withdraw as respondents anytime if they are not comfortable participating in the scale description 3.26 – 4.00 very ready 2.51 – 3.25 ready 1.76 – 2.50 fairly ready 1.00 – 1.75 not ready study. data analysis procedure the data gathered in this research were analyzed using the following statistical tools: to determine the number of respondents who participated in each school, the frequency was used; to find out the proportion of respondents who participated in each school, the percentage was used; to determine the level of readiness for online learning of school heads and teachers, and students, mean was used; then, to determine the score of an individual school head, teacher, and student-respondent in a specific dimension, the numerical equivalents of the options chosen by the respondents were added, and the mean for that particular dimension was computed. the mean was translated into a numerical scale with a corresponding verbal description shown below: on the other hand, to find out the homogeneity and heterogeneity of the data gathered, standard deviation was used. then, to determine the significant differences in the level of readiness for online learning of teachers and students in terms of the school size, the one-way anova was used; to determine the significant difference in the level of readiness for online learning of school heads in terms school size, the kruskal-wallis test was used; to determine the significant difference in the various dimensions of online learning for teachers and students, the lsd was used; to determine the significant difference in the various dimensions of online learning for school heads, bonferroni pairwise multiple comparison was used. all inferential statistics were set at a 0.05 level of significance. data generated from the study were electronically processed using the statistical packages for the social sciences (spss) software, version 22.0. results and discussion level of readiness for online learning of school heads table 2 shows the level of readiness for online learning of school heads. table 2: level of readiness for online learning of school heads as an entire group areas of online learning mean sd description digital technology skills 3.38 0.47 very ready availability of ict 2.85 0.18 ready task-based skills for online learning 3.32 0.50 very ready over-all mean 3.35 0.44 very ready results of the study show that, as an entire group, the school heads are “very ready” for online learning in the aggregate, as indicated by an overall mean of 3.35 (sd= 0.44). likewise, they are “very ready” in terms of digital technology skills, with a mean score of 3.38 (sd=0.47). in terms of the availability of ict gadgets to be used for the implementation of online learning, the school heads indicated they are “ready” with a mean score of 2.85 (sd=0.18). these results tell that the school heads are “very ready” to implement and manage online learning https://journals.e-palli.com/home/index.php/ajet pa ge 40 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(2) 36-45, 2022 in their schools, for they believe they possess the digital technology skills, and they have the ict gadgets to use, which they either personally own or provided by the school. in addition, it was observed that school heads demonstrated skills in the use of productivity tools inasmuch as submission of reports and preparation of school learning resources and performance evaluationtable 3: level of readiness for online learning of school heads as to school size areas of online learning school size mean sd description digital technology skills small 3.36 0.36 very ready medium 3.48 0.51 very ready large 2.91 0.37 ready very large 3.47 0.38 very ready task-based skills for online learning small 3.32 0.40 very ready medium 3.44 0.54 very ready large 2.93 0.41 ready very large 3.37 0.49 very ready availability of ict gadgets small 2.89 0.22 ready medium 2.91 0.15 ready large 2.88 0.16 ready very large 2.76 0.15 ready related resources demand. it was further observed that the deped computerization program (dcp) provided an opportunity for the school heads to learn and apply digital technology skills because of the available laptops and desktop computers. on the other hand, table 3 shows the level of readiness for online learning of school heads as to their school size. results show that school heads of small, medium, and very large schools are “very ready” in terms of digital technology skills for online learning, with mean scores of 3.36 (sd=0.36), 3.48 (sd=0.51), and 3.47 (sd=0.38), respectively while school heads form large schools are “ready” with the mean score of 2.91 (sd=0.37). looking at the readiness of the school heads in terms of task-based skills relevant to the implementation of online learning in school, the school heads of large schools are “ready” with a mean score of 2.93 (sd=0.4), while the rest of the school heads are “very ready” with at a minimum average score of 3.32. in terms of the availability of ict gadgets, school heads are “ready” regardless of school size, as indicated in table 3. with these results, the researchers observed that the ict gadgets that the school heads can use to implement online learning are available, whether personally owned or provided by the school. records also show that desktop computers and laptops were provided by the central office of the department of education through its deped computerization program (dcp), where all schools are recipients irrespective of school size; thus, school heads always find an opportunity to learn and apply the digital technology skills relevant to the performance of their duties and responsibilities. furthermore, the researcher noted that school heads from large schools are slightly lower compared to small, medium, and large schools in terms of digital technology skills. this can be attributed to the school structure of large schools with a bigger number of ict-enabled personnel and a set of non-teaching personnel who can do the ict-based tasks compared to smaller schools. looking back at the explicit responses, it can be noted that they indicated lower scores in pc-based operations like managing files and sending emails and attachments. level of readiness for online learning of teachers table 4 presents the level of readiness for online learning table 4: level of readiness for online learning of school heads as an entire group areas of online learning mean sd description digital technology skills 3.38 0.53 very ready task-based skills for online learning 3.18 0.59 ready willingness to adopt online learning in the delivery of lessons 3.67 0.46 very ready availability of ict gadgets 2.84 0.29 ready status of ict infrastructure in school 2.67 0.68 ready over-all mean 3.15 0.40 ready of school heads was determined by computing the mean scores. results of the study show that, as an entire group, the teachers are ‘”ready” for online learning in the aggregate, as indicated by an overall mean of 3.15 (sd= 0.40). this is because, in the four domains of online learning readiness, the teachers are only “very ready” in terms of digital technology skills and willingness to adopt online learning for the delivery of lessons but are recorded as “ready” in the remaining indicators such as task-based skills for online learning, availability of ict gadgets for online learning and status of ict infrastructure in the school. these data show that secondary school teachers possess the technical skills for online learning, making them somewhat ready to contextualize their pedagogical skills to online teaching. in compliance with deped policy https://journals.e-palli.com/home/index.php/ajet pa ge 41 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(2) 36-45, 2022 on curriculum implementation during the covid-19 pandemic that as much as possible, learning materials and curriculum content shall be converted into formats such as but not limited to digital formats (flat pdf and e-self-learning modules), educational video, radio, and others (deped memorandum ci-2020-00162), teachers were obliged to capacitate and familiarize themselves of the ict to cope with the demands of their jobs in the socalled new normal. the researcher observed that since the school heads share the same privilege with the teachers in using the school-owned laptops and computers in the school, the teachers shared the same readiness level as the school heads—ready—in terms of availability of ict gadgets for online learning. with the dcp, laptops and desktop computers were made available in secondary schools for teachers. these gadgets have enticed teachers to learn more about the ict and the ict-enabled processes integrated into deped, like the computerbased performance management system of the agency. on the other hand, table 4 shows the level of readiness for online learning of teachers as to school size. results show that teachers of small, medium, and table 5: level of readiness for online learning of school heads as to school size areas of online learning school size mean sd description digital technology skills small 3.44 0.50 very ready medium 3.56 0.39 very ready large 3.26 0.56 ready very large 3.32 0.55 very ready willingness to adopt the online learning delivery of lessons small 3.75 0.43 very ready medium 3.67 0.44 very ready large 3.53 0.58 very ready very large 3.70 0.42 very ready task-based skills for online learning small 3.35 0.59 very ready medium 3.28 0.56 very ready large 3.04 0.55 ready very large 3.15 0.60 ready availability of ict gadgets small 2.85 0.29 ready medium 2.87 0.27 ready large 2.94 0.16 ready very large 2.80 0.32 ready status of ict infrastructure in school small 2.16 0.71 fairly ready medium 2.92 0.61 ready large 2.66 0.61 ready very large 2.69 0.66 ready very large schools are “very ready” in terms of digital technology skills for online learning, with mean scores of 3.44 (sd=0.50), 3.56 (sd=0.39), and 3.32 (sd=0.55), respectively while school heads from large schools are “ready” with the mean score of 3.26 (sd=0.56). in terms of the availability of ict gadgets, teachers are “ready” regardless of school size. regarding willingness to adopt the online learning delivery of the lessons, teachers indicated a very high readiness regardless of the size of the schools. moreover, teachers from small and medium schools indicate that they are “very ready” in terms of pedagogical skills to integrate ict in instruction with mean scores of 3.35 (sd=0.59) and 3.28 (sd=0.56), respectively. on the other hand, teachers from large and very large indicated only that they were “ready” with mean scores of 3.04 (sd=0.55) and 3.15 (sd=0.50), respectively. further, results show that teachers are “ready” in terms of the availability of ict gadgets regardless of their schools’ size. in terms of the status of ict infrastructure in school, teachers from small schools indicated that they are “fairly ready” with a mean score of 2.16 (sd=0.71) while teachers from medium, large, and very large have mean scores of 2.92 (sd=0.61), 2.66 (sd=0.61) and 2.69 (sd=0.66) respectively indicating they are “ready.” the data implied that teachers are at least ready for online learning except for those from small schools, which indicated that they are fairly ready in terms of ict infrastructures in the school. however, the researchers observed that most small schools are situated in barangays and inland areas where internet services and phone signals are relatively poor. moreover, ict gadgets and infrastructure were not really optimized. moreover, the school budget depends on the school size; thus, small schools hardly take an amount for establishing ict infrastructure out of their meager funds with all the priority expenditures. differences in the level of readiness for online learning of school heads table 6 presents the significant differences in the level of readiness for online learning of school heads. as shown in the above table, results show that there is enough evidence of a significant difference in the level of readiness of school heads in terms of digital technology skills (h=8.404, p=0.038) and availability of ict gadgets (h=9.351, p=0.025), but not task-based skills (h=5.664; p=0.130). thus, post-hoc analysis using bonferroni’s pairwise multiple comparison was sued to measure the significant differences of the said variables, as shown in https://journals.e-palli.com/home/index.php/ajet pa ge 42 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(2) 36-45, 2022 table 6: kruskal-wallis test of the difference in the level of readiness for online learning of school heads as to school size indicator school size mean rank h df p-value digital technology skills small 28.11 8.404* 3 0.038 medium 32.76 large 13.75 very large 31.79 task-based skills small 28.5 5.664 3 0.130 medium 33.26 large 16.88 very large 29.98 availability of ict gadgets small 33.89 9.351* 3 0.025 medium 34.13 large 31.00 very large 21.50 table 7: bonferroni’s pairwise multiple comparisons in the online learning readiness of school heads according to school size variables group 1 group 2 mean difference p-value remarks digital technology skills small medium -0.119 1.00 not significant small large 0.455 0.224 not significant small very large 0.112 1.00 not significant medium large -0.574 0.018 significant medium very large 0.007 1.00 not significant large very large 0.567 0.18 significant availability of ict gadgets small medium 0.235 1.00 not significant small large -0.014 1.00 not significant small very large -0.127 0.403 not significant medium large -0.037 1.00 not significant medium very large -0.150 0.044 significant large very large -0.113 0.697 not significant table 7. then, the result shows that a significant difference in digital technology skills exists between medium and very large schools (mean difference = -0.574, p= 0.018) and large and very large schools (mean difference = 0.567, p= 0.018) based on a 0.05 level of significance. in terms of the availability of ict gadgets, enough evidence was obtained that there is a significant difference in the level of readiness for online learning of school heads from medium and very large schools (mean difference =-0.15, p-value = 0.044). it was also observed that the school heads’ readiness for online learning significantly differs in the teachers’ group because of variation in their digital technology skills. school heads coming from smaller schools tend to capacitate themselves because they do not have the non-teaching personnel who could assist them. thus, they are compelled to capacitate themselves for them to deal with the ict-enabled tasks. furthermore, the researchers observed that schools depend on the dcp deliveries of laptops, tablets, and desktop computers and donations from stakeholders and benefactors. however, the capital outlay of schools is insufficient to fund the procurement of ict gadgets like laptops, smart tv, and other gadgets that cost more than fifteen thousand pesos as procurement policy of deped. differences in the level of readiness for online learning of teachers table 8 shows the significant differences in the level of readiness for online learning of teachers. results show that there is enough evidence of a significant difference in the level of readiness for online learning in terms of digital technology skills (f-ratio=4.910, p=0.002), pedagogical skills to integrate ict in the instruction (f-ratio=3.123, p=0.026), availability of ict gadgets (f-ratio=4.432, p=0.017), and status of ict infrastructure in school (f-ratio=12.404, p=0.000). since there are significant differences noted in the level of readiness for online learning of school heads as to school size, a post-hoc analysis was used to determine which group made them significantly different using the lsd, as shown in table 8 below. as reflected in the table above, teachers coming from schools of different sizes show that there exists a significant difference in the digital technology skills between the group of teachers from medium and large schools (mean difference=0.3132, p=0.001) and between a group of teachers from medium and very large schools (mean difference=0.2449, p=0.001). it was found out too that there is enough evidence of a significant difference in the online learning readiness in terms of pedagogical skills to integrate ict in the instructions between the group of teachers from medium and large schools (mean difference=0.313, p=0.001) and medium and very large schools (mean https://journals.e-palli.com/home/index.php/ajet pa ge 43 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(2) 36-45, 2022 table 8: kruskal-wallis test of the difference in the level of readiness for online learning of school heads as to school size school size sum of squares df mean square f-ratio p-value digital technology skills between groups 3.9797 3 1.3266 4.910** 0.002 within groups 91.3280 338 0.2702 total 95.3077 341 willingness to adopt the online learning delivery of lessons between groups 1.5411 3 0.5137 2.430 0.065 within groups 71.4729 338 0.2115 total 73.0141 341 task-based skills for online learning between groups 3.2128 3 1.0709 3.123* 0.026 within groups 115.9141 338 0.3429 total 119.1269 341 availability of information and communications technologies between groups 0.8513 3 0.2838 3.432* 0.017 within groups 27.9495 338 0.082 total 28.8008 341 status of ict infrastructure in school between groups 15.88463 3 5.2949 12.404** 0.000 within groups 144.2854 338 0.4269 total 160.17 341 table 9: lsd results in the difference in readiness for online learning of teachers according to school size variables group 1 group 2 mean difference p-value remarks digital technology skills small medium -0.1332 0.188 not significant small large 0.1800 0.091 not significant small very large 0.1117 0.207 not significant medium large 0.3132 0.001 significant medium very large 0.2449 0.001 significant large very large -0.0683 0.399 not significant task-based skills for online learning small medium -0.133 0.188 not significant small large 0.180 0.091 not significant small very large 0.112 0.207 not significant medium large 0.313 0.001 significant medium very large 0.245 0.001 significant large very large -0.683 0.399 not significant availability of information and communications technologies small medium 0.070 0.539 not significant small large 0.316 0.009 significant small very large 0.198 0.048 significant medium large 0.246 0.021 significant medium very large 0.128 0.126 not significant large very large -0.118 0.195 not significant status of ict infrastructure in school small medium -0.169 0.763 not significant small large -0.8589 0.146 not significant small very large 0.0516 0.292 not significant medium large -0.0687 0.190 not significant medium very large 0.0685 0.095 not significant large very large 0.1372 0.002 significant difference=0.245, p=0.001). moreover, in terms of the availability of information and communications technologies that they may use for online learning, there is a significant difference between the groups of teachers from small and large schools (mean difference=0.316, p=0.009) between the group of teachers from small and very large schools (mean difference=0.198, p-value = 0.048) and between medium and large schools (mean difference=0.246, p=0.021). finally, regarding the status of ict infrastructure in schools for teachers’ use, a significant difference in online learning was found between the group of teachers from large and very large schools (mean difference=0.1377, p=0.002). conclusions based on the study’s findings, the researchers conclude that school heads of secondary schools were considered “very ready” for online learning. they possess the digital technology skills necessary for a school head to manage the implementation of online learning if adopted by the school as a learning delivery mode. the ict gadgets needed for the use of school heads for the implementation of online learning classes in schools are available either by personal ownership or provision of deped through the computerization program of the agency or donation by the stakeholders. the emerging ict-enabled tasks in schools which demand the use of productivity tools and the internet led to the development of digital technology https://journals.e-palli.com/home/index.php/ajet pa ge 44 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(2) 36-45, 2022 skills of school heads that are useful for online learning; school heads have access to ict gadgets which enabled them to participate in ict-enabled tasks and environment which led to the development of relevant technical skills needed for the management of online learning platforms of the school. results also disclosed a significant difference in the online learning readiness of school heads, depicting that the opportunities for the development of digital technology skills come along with the availability of ict gadgets and support in the school and workforce support for the execution of ict-enabled tasks in school. schools with available ict gadgets likely offer opportunities for school heads to learn the ictbased operations. on the other hand, teachers possess the digital technology skills and relevant pedagogical skills for implementing online learning in their delivery of the lessons. their participation in virtual conferences with the present work arrangements during community lockdowns brought about by the covid-19 pandemic and ict-based jobs in the preparation of learning modules for students giving them hands-on learning experience to use the productivity tools, virtual meeting platforms, collaboration with co-workers online, and the internet which enabled them to learn the educational technologies easily and made them adaptable to online learning delivery of lessons; smartphones, laptops, and tablets are the most common ict gadgets the teachers personally own. with the adoption of online platforms for school operations and printing jobs for the learning material of students in the implementation of the module-based learning delivery, the demand for the use of ict gadgets has dramatically increased and provided ict experiences for the teachers. further, online learning not being institutionalized and adapted by secondary schools in the division of antique results in significant differences in the online learning readiness of teachers. since online learning is considered an alternative to learning delivery in public schools, teachers with prior knowledge and skills manifested better readiness inasmuch as no official training program for all schools was implemented to the level of knowledge and skills in implementing online learning. lastly, schools’ readiness for online learning varies with the differences in the level of readiness between the school heads and teachers for online learning. on the other hand, the researchers highly recommend that the division office may conceptualize the implementation of online learning through strategic planning in its implementation that ascertains the readiness level of online learning in the different secondary schools and capacitates the school heads and teachers. more so, strategic planning is required to make sure that the weak aspects of online readiness of teachers, such as availability of ict gadgets, digital technology skills among school heads and teachers in installing and managing ict applications, improving the status of ict infrastructures in schools, are certainly addressed to ensure the quality of online learning implementation of schools. acknowledgment the researchers extend their gratitude to dr. felisa b. beriong, schools division superintendent, for all the support extended and approval for the conduct of this study in the division; dr. gaudencio c. riego, chief education supervisor of the curriculum implementation division, for the encouragement and support for me to pursue this research work; and the public secondary school heads for facilitating the deployment the research instruments and to the secondary school teachers for sharing 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(2005). putting the learning back into learning technology. in g. o’neill, s. moore & b. mcmullin, (eds.), emerging issues in the practice of university learning and teaching. dublin: aishe. retrieved from http://www.aishe.org/ readings/2005-1/mcmullind01-m10-2004.pdf moreno, j.m. & gortazar, l. (2020). schools’ readiness for digital learning in the eyes of principals. an analysis from pisa 2018 and its implications for the covid19 (coronavirus) crisis response. https:// blogs.worldbank.org/education/schools-readinessdigital-learning-eyes-principals-analysis-pisa-2018and-its oecd. (2006). organization for economic and cooperative development 2006 factbook. http:// lysander.sourceoecd.org/vl=8150559/cl=19/nw=1/ rpsv/fact2006/ nces (1999). distance education technologies. h t t p : / / nces.ed.gov/surveys/peqis/publications/2000013/6. asp ng, w. (2012). can we teach digital natives digital literacy? computers & education, 65(2013), 1065–1078. https:// seminarioti.files.wordpress.com/2013/06/can-weteach-digital-natives-digital-literacy.pdf nora, a. & snyder, b. p. (2009). technology and higher education: the impact of e-learning approaches on student academic achievement, perceptions and persistence. journal of college student retention: research, theory & practice, 10(1), 3-19. https://eric. ed.gov/?id=ej796388 patterson, b., & mcfadden, c. (2009). attrition in online and campus degree programs. online journal of distance learning administration, 12(2). http://www.westga. edu/~distance/ojdla/summer122/patterson112.htm pierrakeas, c., xenos, m., panagiotakopoulos, c., & vergidis, d. (2004). a comparative study of dropout rates and causes for two different distance education courses. the international review of research in open and distance learning, 5(2). https://doi.org/10.19173/ irrodl.v5i2.183 robinson, d. l. (2008). relationship of student self-directedness, computer self-efficacy, and student satisfaction to persistence in online higher education programs. proquest dissertations & theses global. shea, p., & bidjerano, t. (2014). does online learning impede degree completion? a national study of community college students. computers & education, 75, 103-111. https://doi.org/10.1016/j. compedu.2014.02.009 stephenson, j. (2003, april). a review of research and practice in e-learning in the workplace and proposals for its effective use. proceedings from the annual meeting of the american educational research association,. retreives april 21-25, 2003, chicago, il. the sloan consortium (2004). sizing the opportunity: the quality and extent of online education in the united states, 2002 and 2003. retrieved april 1, 2004, from http://www.aln.org/resources/overview.asp xu, d., & jaggars, s. s. (2011). the effectiveness of distance education across virginia’s community colleges: evidence from introductory college-level math and english courses. educational evaluation and policy analysis, 33(3), 360-377. https://doi. org/10.3102/0162373711413814 https://journals.e-palli.com/home/index.php/ajet pa ge 1 pa ge 81 american journal of education and technology (ajet) management skills and organizational issues of a public secondary school dexter m. freolo1* volume 4 issue 1, year 2025 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v4i1.3196 https://journals.e-palli.com/home/index.php/ajet article information abstract received: june 18, 2024 accepted: july 26, 2024 published: february 08, 2025 this study investigates the effectiveness of management skills in addressing organizational issues at malabog national high school in albay, philippines. using a quantitative approach, data were gathered from 120 participants, including teachers, department heads, and master teachers, using the organizational culture assessment instrument (ocai) and the management skills assessment instrument (msai). findings reveal that communication and strategic planning are predominant among school leaders, correlating strongly with positive dimensions of organizational culture such as leadership effectiveness and goal alignment. the study identifies significant differences in perception among regular teachers, department heads, and master teachers regarding the effectiveness of these skills. recommendations include implementing targeted professional development programs to enhance communication and strategic planning, fostering a collaborative culture across all staff levels, and integrating regular assessments of organizational culture to drive continuous improvement. by aligning management strategies with the school’s mission and goals, malabog national high school can strengthen its organizational effectiveness and improved educational quality and student outcomes. this research contributes to the field by providing actionable insights for school administrators and policymakers aiming to enhance management practices in public secondary schools. keywords management skills, organizational issues, secondary schools 1 national teachers college, philippines * corresponding author’s e-mail: grazybits@gmail.com introduction effective management skills are fundamental to the successful operation of educational institutions, especially within the context of public secondary schools in the philippines. these schools encounter unique organizational challenges such as resource limitations, diverse student populations, and strict regulatory environments. the capability of school leaders and managers to address these issues significantly impacts the overall performance and environment of the school. recent studies in the philippines have highlighted the crucial role of management skills in educational settings. for instance, a study by mendoza and balagtas (2019) found that leadership practices in public secondary schools significantly influence teacher performance and student outcomes. additionally, dizon (2021) demonstrated that effective school management practices are linked to improved school climate and student engagement, emphasizing the importance of strong leadership in fostering a positive educational environment. despite these findings, many public secondary schools in the philippines continue to face substantial organizational issues. a report by the department of education (deped, 2020) identified common challenges such as inadequate funding, high teacher turnover, and insufficient professional development opportunities for staff. these challenges often lead to a decline in educational quality and student performance, underscoring the need for effective management practices. the specific context of public secondary schools in the philippines presents distinct challenges that necessitate targeted research. these schools frequently operate under budget constraints and must adhere to various national and local regulations. moreover, they serve a diverse student body with varying academic and socioeconomic backgrounds, which complicates management and organizational efforts. therefore, it is critical to explore and identify management skills that can effectively address these issues. preliminary data underscore the urgency of this research. according to a survey conducted by the philippine business for education (pbed, 2021), 82% of public secondary school teachers believe that poor management practices significantly hinder school improvement. additionally, data from the philippine statistics authority (psa, 2022) indicate that schools with lower management effectiveness ratings experience higher rates of teacher attrition and student disciplinary issues. these findings suggest that enhancing management skills could lead to improved organizational outcomes. understanding the specific management skills effective in the context of public secondary schools in the philippines can lead to the development of targeted training programs for school leaders. this, in turn, can improve school performance, enhance student outcomes, and create a more supportive and efficient organizational environment. given the critical role of public secondary schools in shaping the future workforce and citizens of the philippines, this research holds significant implications for educational policy and practice. this study addresses a pressing need within the philippine educational sector by identifying and promoting effective management skills, it aims to mitigate organizational pa ge 82 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 81-84, 2025 issues and enhance the overall performance of public secondary schools, thereby contributing to the broader goal of educational excellence and equity in the country. research questions this study sought to identify the management skills that are most effective in addressing organizational issues within a public secondary school in albay, specifically focusing on malabog national high school. the research aimed to explore the relationship between management practices and school performance, providing actionable insights to inform policy and improve the management of this school. the study addressed the following subquestions: 1. what are the predominant management skills among the teachers, department heads, and master teachers at malabog national high school? 2. how do these management skills correlate with different dimensions of organizational culture at malabog national high school? 3. which management skills are perceived as most effective in addressing key organizational issues at malabog national high school? 4. is there a significant difference in the perception of effective management skills between regular teachers, department heads, and master teachers? methodology this study employed a quantitative research design to investigate the management skills that were most effective in addressing organizational issues within malabog national high school in albay. the research aimed to explore the relationship between management practices and school performance, providing actionable insights to inform policy and improve school management. guided by specific research questions, the study focused on identifying predominant management skills, their correlation with organizational culture, and the perceptions of their effectiveness in addressing key issues. the participants of this study included 120 teachers from malabog national high school, of which 9 were department heads and 6 were master teachers. these participants were selected for their direct involvement in the school’s management and organizational processes. data were collected using two validated instruments: the organizational culture assessment instrument (ocai) and the management skills assessment instrument (msai). the ocai, developed by cameron and quinn (1999), assessed six key dimensions of organizational culture-dominant characteristics, organizational leadership, management of employees, organizational glue, strategic emphases, and criteria of success-across four culture types: clan, adhocracy, market, and hierarchy. the msai evaluated management skills across various domains, including decision-making, communication, teambuilding, and conflict resolution, helping to identify which management skills were prevalent and effective in the school’s context. surveys incorporating the ocai and msai were administered to all 120 participants using a likert scale. these surveys were distributed in both paper and electronic formats to maximize participation. participants were briefed on the study’s objectives, ensuring confidentiality and voluntary participation. the data collection period spanned two weeks, with follow-up reminders sent to encourage a high response rate. collected survey data were entered into a statistical software program (e.g., spss) for analysis. descriptive statistics, including means, standard deviations, and frequencies, were calculated to summarize overall trends in organizational culture and management skills. inferential statistical methods were employed to explore the relationships between management skills and organizational culture dimensions. correlation analysis examined the strength and direction of these relationships, while multiple regression analysis identified specific management skills that significantly predicted positive organizational culture dimensions. additionally, anova was used to compare perceptions of management skills and organizational culture among different groups of participants (regular teachers, department heads, and master teachers). results and discussion this study aimed to investigate the effectiveness of management skills in addressing organizational issues at malabog national high school, focusing on correlations with organizational culture dimensions and perceptions among different roles. data were collected from 120 participants, including teachers, department heads, and master teachers, using the organizational culture assessment instrument (ocai) and the management skills assessment instrument (msai). the results and discussion for each research question are presented below. table 1: predominant management skills management skill mean score standard deviation decision-making 4.2 0.5 communication 4.5 0.4 team-building 4.1 0.6 conflict resolution 3.9 0.7 strategic planning 4.3 0.5 the table above shows the mean scores of management skills among different groups at malabog national high school. communication (m = 4.5) and strategic planning (m = 4.3) were rated highest overall, indicating these skills are prevalent and valued across all roles. department heads and master teachers generally rated these skills slightly higher than regular teachers, suggesting a nuanced perception based on leadership roles. pa ge 83 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 81-84, 2025 the correlations in table 2 indicate strong positive relationships between management skills and various dimensions of organizational culture. communication shows the strongest correlations across all dimensions, particularly with organizational leadership (r = 0.68, p < 0.01) and strategic emphases (r = 0.67, p < 0.01). these findings suggest that effective communication plays a pivotal role in shaping leadership effectiveness and aligning organizational goals. table 2: correlation between management skills and organizational culture dimensions management skill organizational leadership management of employees strategic emphases criteria of success decision-making 0.62 0.58 0.61 0.55 communication 0.68 0.64 0.67 0.63 team-building 0.57 0.53 0.59 0.54 conflict resolution 0.49 0.46 0.51 0.48 strategic planning 0.65 0.60 0.66 0.62 table 3: perception of effective management skills group communication decision-making teambuilding conflict resolution strategic planning regular teachers 4.4 4.1 4.0 3.8 4.2 department heads 4.6 4.3 4.2 4.1 4.5 master teachers 4.5 4.2 4.1 4.0 4.4 table 3 illustrates the perceived effectiveness of management skills among different roles. department heads rate communication (m = 4.6) and strategic planning (m = 4.5) highest, indicating these skills are considered most effective in addressing organizational issues. regular teachers also value these skills highly, albeit slightly lower than department heads and master teachers. anova results indicate significant differences in the perception of effective management skills among the groups (p < 0.05). department heads and master teachers consistently rated communication and strategic planning higher compared to regular teachers, suggesting that leadership roles influence the perception of management skill effectiveness. the findings highlight the critical importance of communication and strategic planning skills in addressing organizational issues at malabog national high school. effective communication emerges as pivotal in shaping organizational culture, particularly in enhancing leadership effectiveness and aligning goals. the strong correlations observed underscore the role of these skills in fostering a cohesive and goal-oriented school environment. moreover, the perception differences among regular teachers, department heads, and master teachers suggest that leadership roles influence how management skills are valued and applied. targeted professional development programs focusing on enhancing communication and strategic planning skills among school leaders could further strengthen organizational effectiveness and improve overall school performance. conclusion this study has provided valuable insights into the management skills and their impact on organizational effectiveness at malabog national high school. the findings underscore the critical importance of communication and strategic planning skills, which emerged as predominant among teachers, department heads, and master teachers. these skills were strongly correlated with key dimensions of organizational culture, highlighting their role in enhancing leadership effectiveness, goal alignment, and overall school performance. the perception differences among different roles further emphasize the need for targeted professional development to strengthen these skills, particularly among school leaders. by prioritizing communication and strategic planning in training initiatives and fostering a culture of continuous improvement, administrators can effectively address organizational challenges and promote a positive school environment conducive to student success. these recommendations aim to guide educational policymakers and administrators in enhancing management practices and ultimately improving educational outcomes at malabog national high school and similar institutions. recommendations based on the study findings, malabog national high school can enhance management practices and organizational effectiveness through targeted professional development for leaders, emphasizing communication and strategic planning. promoting a culture of collaboration and open pa ge 84 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 81-84, 2025 communication among staff members is crucial for a cohesive environment and improved problem-solving. regularly assessing organizational culture with tools like the ocai will help monitor progress and identify areas needing improvement. aligning management strategies with the school’s mission and goals ensures efforts contribute to sustainable improvements in education quality and student outcomes, fostering a supportive environment for both professional growth and academic success. references dizon, f. s. (2021). effective school management practices and their impact on school climate and student engagement. journal of educational leadership and management, 12(3), 45-62. https://doi.org/10.1016/j. jelm.2021.03.001 department of education (deped). (2020). annual report on challenges in public secondary schools. https://www. deped.gov.ph/reports/2020 leithwood, k., harris, a., & hopkins, d. (2008). seven strong claims about successful school leadership. school leadership & management, 28(1), 27-42. https:// doi.org/10.1080/13632430701800060 marzano, r. j., waters, t., & mcnulty, b. a. (2005). school leadership that works: from research to results. ascd. mendoza, r. e., & balagtas, m. u. (2019). leadership practices and their influence on teacher performance and student outcomes in public secondary schools. philippine journal of educational research, 14(2), 89-105. https://doi.org/10.1016/j.pjer.2019.06.002 national center for education statistics (nces). (2019). report on the state of u.s. public secondary schools. https:// nces.ed.gov/pubs2019/2019034.pdf philippine business for education (pbed). (2021). survey on management practices in public secondary schools. https:// www.pbed.org.ph/survey/2021 philippine statistics authority (psa). (2022). annual education statistics report. https://psa.gov.ph/educationreports/2022 school and staffing survey (sass). (2018). data on school management effectiveness and related outcomes. https://nces. ed.gov/surveys/sass/ pa ge 1 pa ge 13 american journal of education and technology (ajet) how engineering students acquire technical vocabulary: an empirical study of effective learning strategies younnes elkhadiri1* volume 4 issue 2, year 2025 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v4i2.4416 https://journals.e-palli.com/home/index.php/ajet article information abstract received: january 15, 2025 accepted: february 17, 2025 published: march 19, 2025 this study examines engineering undergraduates’ vocabulary learning strategies (vls) to acquire technical vocabulary, a critical skill in today’s globalized engineering landscape. a total of 150 engineering students from ensam, meknes participated by completing an adapted 62-item version of the vocabulary learning questionnaire (vlq; gu & johnson, 1996; gu, 2018), modified to address the specialized language demands of technical coursework. the instrument demonstrated excellent internal consistency (α = 0.89) and yielded a seven-factor structure corresponding to beliefs about vocabulary, metacognitive strategies, inferencing, dictionary use, note-taking, rehearsal, and activation strategies. descriptive analyses indicated moderate overall strategy use (m = 4.0, sd = 0.7 on a 7-point scale), with dictionary (m = 4.5, sd = 0.5) and inferencing strategies (m = 4.1, sd = 0.6) being the most frequently reported. pearson correlations revealed significant associations between technical vocabulary test performance and both dictionary (r = 0.45, p < .01) and inferencing strategies (r = 0.40, p < .01). multiple regression analysis indicated that these strategies together accounted for 30% of the variance in test scores (r² = 0.30, f(2, 147) = 31.5, p < .001). the findings underscore the importance of targeted strategy instruction in technical curricula and suggest that engineering educators should emphasize activities that enhance contextual inference and precise dictionary use. implications for engineering education and directions for future research are discussed. keywords engineering education, esl, instrument validation, technical vocabulary, vocabulary learning strategies 1 letters and human sciences, cadi ayaad university, marrakech, morocco * corresponding author’s e-mail: y.elkhadiri@uca.ac.ma introduction in an era marked by rapid technological advancement and global collaboration, engineering students must master complex technical concepts and the specialized vocabulary necessary for professional competence. for many engineering undergraduates—particularly nonnative speakers—acquiring technical vocabulary poses a significant challenge (nation, 2013). vocabulary is critical for understanding technical texts, engaging in research, and communicating complex ideas (oxford, 2017). prior research in second language acquisition has consistently shown that the deliberate use of vocabulary learning strategies (vls) can enhance both vocabulary breadth and depth (gu & johnson, 1996; schmitt, 1997). however, while much of this research has focused on general esl populations, few studies have examined how engineering students, who encounter discipline-specific language, deploy these strategies. this study addresses that gap by adapting the wellvalidated vocabulary learning questionnaire (gu, 2018) for an engineering context and investigating the relationship between specific strategies and technical vocabulary performance. two research questions guide the study: 1. what is the frequency and pattern of vls use among engineering students? 2. which specific strategies are most strongly associated with technical vocabulary performance? this study aims to inform vocabulary instruction in engineering education by exploring these questions and contribute to a deeper understanding of effective vocabulary acquisition in technical fields. literature review vocabulary learning is recognized as a cornerstone of l2 acquisition. o’malley and chamot (1990) emphasized that effective language learning involves employing a variety of cognitive and metacognitive strategies to comprehend, retain, and retrieve new words. building on this foundation, gu and johnson (1996) developed the vocabulary learning questionnaire (vlq) to systematically capture the strategies learners use. their work demonstrated that strategies such as inferencing, dictionary consultation, and rehearsal significantly contribute to vocabulary acquisition. nation (2013) further argued that vocabulary learning is an incremental process that benefits from both breadth (acquiring a large number of words) and depth (understanding nuanced meanings). oxford (2017) echoed these views by highlighting the role of self-regulatory strategies in achieving higher proficiency. engineering students face unique challenges because they must master specialized vocabulary that includes technical jargon, acronyms, and discipline-specific terms. schmitt (1997) argued that strategies like dictionary use and inferencing are particularly critical in technical contexts where precision is essential. engineering texts require not only general language proficiency but also the pa ge 14 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(2) 13-16, 2025 ability to decode complex terminology, making contextual inferencing especially valuable (nation, 2013). despite these insights, there is limited empirical research focusing on the specific vocabulary learning strategies employed by engineering students, which underscores the need for targeted studies in this domain. the measurement of vocabulary learning strategies relies heavily on the reliability and validity of the instruments used. gu’s (2018) updated version of the vlq provided robust evidence for both content and construct validity in esl contexts. this instrument has been successfully administered in various formats and adapted for different populations. in the context of engineering education, adapting the vlq involves modifying the language to reflect technical vocabulary and ensuring that items remain accessible while capturing the strategic behaviors that facilitate vocabulary learning. webb (2008) provided additional evidence that a combination of receptive and productive learning strategies enhances word knowledge, thereby supporting the rationale for a multifaceted approach to vocabulary acquisition. this literature suggests that deliberate vocabulary learning strategies are essential for language acquisition. however, the specific needs of engineering students, particularly in mastering technical vocabulary, remain underexplored. by adapting and validating the vlq for an engineering context, this study seeks to provide empirical evidence on the frequency and effectiveness of various vls and offer practical recommendations for improving vocabulary instruction in technical fields. materials and methods participants 150 engineering undergraduates from the national gradute engineering school of arts and crafts (ensam, meknes) participated in this study. the sample was predominantly male (80%), with ages ranging from 18 to 22 years (m = 21.3, sd = 1.4). all participants were enrolled in core engineering courses that require the acquisition of specialized technical vocabulary. instrument the primary instrument was an adapted 62-item version of the vocabulary learning questionnaire (vlq version 6.4), originally developed by gu and johnson (1996) and updated by gu (2018). the adaptation involved modifying item wording to better reflect the technical language demands of engineering coursework. the vlq assesses multiple domains: • beliefs about vocabulary learning: perceptions regarding the need to memorize versus learn vocabulary through usage. • metacognitive strategies: self-regulatory behaviors such as selective attention and self-initiation. • cognitive strategies inferencing: the ability to deduce word meanings from contextual clues. • dictionary strategies: frequency and approach to consulting dictionaries. • note-taking strategies: practices related to recording and reviewing new vocabulary. • rehearsal strategies: use of repetition methods (e.g., vocabulary lists, flashcards). activation strategies engagement in speaking and writing tasks to use new vocabulary. each item was rated on a 7-point likert scale (1 = “extremely untrue of me” to 7 = “extremely true of me”). additionally, a 40-item technical vocabulary test—designed to assess comprehension and application of engineeringspecific terms—was administered. procedure data were collected over a two-week period during scheduled class sessions. participants completed both the vlq and the technical vocabulary test via a secure online survey platform. informed consent was obtained from all participants. data screening was performed to remove incomplete responses and check for outliers prior to analysis. data analysis internal consistency was evaluated using cronbach’s alpha. an exploratory factor analysis (efa) with maximum likelihood extraction and promax rotation was conducted to verify the factor structure of the adapted vlq. descriptive statistics (means and standard deviations) were calculated for each subscale, and pearson correlation coefficients were computed to examine the relationships between vls subscale scores and technical vocabulary test performance. finally, a multiple regression analysis was performed to assess the predictive power of dictionary and inferencing strategies on vocabulary test scores. results and discussion this section details the findings from our analysis, providing background context, narrative interpretation, and supporting tables. instrument reliability and factor structure before examining the primary outcomes, we evaluated the psychometric properties of the adapted vlq. the overall instrument demonstrated excellent internal consistency (cronbach’s alpha = 0.89). subscale reliabilities were robust, with alpha coefficients as follows: • beliefs about vocabulary learning: α = 0.83 • metacognitive strategies: α = 0.78 • inferencing strategies: α = 0.85 • dictionary strategies: α = 0.82 • note-taking strategies: α = 0.80 • rehearsal strategies: α = 0.84 • activation strategies: α = 0.75 the adapted vocabulary learning questionnaire (vlq) demonstrated excellent overall reliability (cronbach’s α = 0.89). subscale reliability coefficients ranged from pa ge 15 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(2) 13-16, 2025 0.75 to 0.85, confirming the internal consistency of the instrument. prior to factor analysis, the sampling adequacy was confirmed by a kaiser-meyer-olkin (kmo) measure of 0.87, and bartlett’s test of sphericity yielded a significant result (χ²(189) = 1523.45, p < .001), indicating that the correlation matrix was appropriate for structure detection. an exploratory factor analysis (efa) using maximum likelihood extraction with promax rotation confirmed a seven-factor solution that explained 68% of the total variance. item factor loadings ranged from 0.65 to 0.85, demonstrating that each item contributed substantially to its respective factor. an efa using maximum likelihood extraction with promax rotation confirmed a seven-factor solution that accounted for 68% of the total variance. this finding aligns with the theoretical framework underlying the instrument and supports its use in an engineering context. descriptive statistics descriptive statistics for the seven vocabulary learning strategy (vls) subscales are presented in table 1. overall, engineering students reported a moderate use of vocabulary learning strategies (m = 4.0, sd = 0.7) on a 7-point likert scale. notably, dictionary strategies exhibited the highest mean score (m = 4.5, sd = 0.5), with scores ranging from 3.2 to 5.8. conversely, activation strategies had the lowest reported mean (m = 3.2, sd = 1.0), with a range from 2.0 to 4.5. skewness values for all subscales remained within ±1, indicating a relatively symmetric distribution of responses. table 1: descriptive statistics for vocabulary learning strategy (vls) subscales (n = 150) subscale mean sd range skewness (approx.) beliefs about vocabulary 4.2 0.8 3.0–5.0 ±0.2 metacognitive strategies 3.9 0.7 3.0–4.8 ±0.3 inferencing strategies 4.1 0.6 3.1–5.2 ±0.1 dictionary strategies 4.5 0.5 3.2–5.8 ±0.2 note-taking strategies 4.0 0.8 3.0–4.9 ±0.3 rehearsal strategies 3.8 0.9 3.0–4.8 ±0.4 activation strategies 3.2 1.0 2.0–4.5 ±0.5 table 2: pearson correlations between selected vls subscales and technical vocabulary test scores variable correlation (r) p-value 95% confidence interval dictionary strategies 0.45 < .01 0.30 – 0.60 inferencing strategies 0.40 < .01 0.25 – 0.55 activation strategies 0.12 .15 –0.05 – 0.29 correlational analyses pearson correlation coefficients were computed to investigate the relationship between selected vocabulary learning strategies and technical vocabulary test performance. as detailed in table 2, dictionary strategies (r = 0.45, p < .01) and inferencing strategies (r = 0.40, p < .01) were significantly correlated with test scores, with 95% confidence intervals ranging from 0.30 to 0.60 and 0.25 to 0.55, respectively. this finding indicates that students who frequently use these strategies tend to achieve higher scores on technical vocabulary assessments. in contrast, activation strategies were not significantly correlated with test performance (r = 0.12, p = .15). regression analysis to further assess the predictive power of vocabulary learning strategies, a multiple regression analysis was conducted with technical vocabulary test scores as the dependent variable. as shown in table 3, the overall model was statistically significant [f(2, 147) = 31.5, p < .001] and explained 30% of the variance in test scores (r² = 0.30). both dictionary strategies (β = 0.32, se = 0.08, p < .01) and inferencing strategies (β = 0.28, se = 0.10, p < .05) were significant predictors. the variance inflation factors (vifs) for both predictors were below 2, indicating minimal multicollinearity. additionally, analysis of standardized residuals and a non-significant breusch-pagan test confirmed that the assumptions of homoscedasticity and normality were adequately met. table 3: multiple regression analysis predicting technical vocabulary test scores dependent variable: technical vocabulary test score predictor β standard error t-value p-value vif dictionary strategies 0.32 0.08 4.00 < .01 1.3 inferencing strategies 0.28 0.10 2.80 < .05 1.2 model statistics: f(2, 147) = 31.5, p < .001, r² = 0.30 pa ge 16 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(2) 13-16, 2025 the results demonstrate that the adapted vlq is a reliable instrument with a clear seven-factor structure for assessing vocabulary learning strategies among engineering students. descriptive statistics and correlational analyses reveal that dictionary and inferencing strategies are the most frequently used and are significantly associated with enhanced technical vocabulary performance. the regression analysis further confirms that these strategies jointly account for 30% of the variance in test scores, underscoring their critical role in technical vocabulary acquisition. these findings provide valuable insights for designing instructional interventions aimed at strengthening vocabulary acquisition in technical disciplines. discussion the results of this study indicate that engineering students use a moderate range of vocabulary learning strategies, with a particular emphasis on dictionary and inferencing strategies. the high mean score for dictionary strategies (m = 4.5) reflects the necessity for precise definitions and contextual examples when learning technical terminology. this finding is in line with earlier research by gu and johnson (1996) and nation (2013), which emphasized the importance of structured vocabulary learning in specialized domains. the significant correlations and regression results further suggest that dictionary and inferencing strategies are effective in enhancing technical vocabulary performance. engineering texts are often characterized by dense, complex language that requires careful analysis; thus, the ability to deduce word meanings from context (inferencing) and to consult reliable resources (dictionary use) becomes particularly valuable (schmitt, 1997; webb, 2008). conversely, activation strategies were less frequently reported and did not significantly predict test scores, indicating that engineering curricula might currently offer fewer opportunities for the active application of new vocabulary. these insights have practical implications for engineering education. instructors should consider integrating explicit strategy instruction—focusing on effective dictionary use and contextual inferencing—into their curricula. for example, assignments that involve annotating technical texts or engaging in peer discussions about vocabulary can help reinforce these strategies. additionally, incorporating project-based tasks or technical presentations may provide students with more opportunities to actively use and internalize new vocabulary. conclusion this study provides empirical evidence that dictionary and inferencing strategies are pivotal for the acquisition of technical vocabulary among engineering students. the adapted vlq demonstrated strong reliability and validity, and these two strategy types significantly predicted technical vocabulary performance, accounting for 30% of the variance. the findings suggest that engineering educators should incorporate targeted vocabulary strategy instruction into technical curricula to better prepare students for the linguistic demands of their field. future research should explore longitudinal effects and test interventions designed to enhance the active use of technical vocabulary. references gu, y., & johnson, r. k. (1996). vocabulary learning strategies and language learning outcomes. language learning, 46(4), 643–679. https://doi. org/10.1111/j.1467-1770.1996.tb01355.x gu, y. (2018). validation of an online questionnaire of vocabulary learning strategies for esl learners. studies in second language learning and teaching, 8(2), 325–350. https://doi.org/10.14746/ssllt.2018.8.2.7 nation, i. s. p. (2013). learning vocabulary in another language (2nd ed.). cambridge, uk: cambridge university press. oxford, r. l. (2017). teaching and researching language learning strategies: self-regulation in context (2nd ed.). new york, ny: routledge. o’malley, j. m., & chamot, a. u. (1990). learning strategies in second language acquisition. cambridge university press. schmitt, n. (1997). vocabulary learning strategies. in n. schmitt & m. mccarthy (eds.), vocabulary: description, acquisition and pedagogy (pp. 199–227). cambridge university press. webb, s. (2008). receptive and productive vocabulary learning: the effects of reading and writing on word knowledge. studies in second language acquisition, 30(3), 387–419. https://doi.org/10.1017/ s0272263108003626 pa ge 1 pa ge 79 american journal of education and technology (ajet) investigating the correlation between different chatgpt versions and task initiation among postgraduate students: a cross-sectional study a. bouzar1*, k. el idrissi1, t. ghourdou1 volume 3 issue 2, year 2024 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v3i2.2704 https://journals.e-palli.com/home/index.php/ajet article information abstract received: march 19, 2024 accepted: april 22, 2024 published: april 26, 2024 this study investigates the impact of chatgpt usage on student task initiation, employing a cross-sectional design with 427 doctoral and master’s students. the research examines correlations between the frequency of chatgpt interaction and the promptness of initiating academic tasks, utilizing a standardized scale for task initiation alongside a newly developed scale for measuring chatgpt usage. through statistical analysis methods including bivariate correlation and one-way anova, the study aims to identify patterns of task initiation among non-users and users of different chatgpt versions. results indicate a significant negative correlation (rho = -0.511, p < .01) between chatgpt usage and task initiation, suggesting that increased use of chatgpt may be associated with delayed task initiation. notably, nonusers demonstrated a higher tendency for prompt task initiation (m = 3.215) than chatgpt users. furthermore, variations in task initiation behaviors were observed between users of the v3.5 and v4 versions of chatgpt, with v4 users exhibiting more favorable task initiation outcomes. the findings highlight the nuanced impact of chatgpt on student academic behavior, suggesting that while chatgpt can serve as a valuable academic tool, its usage may also influence traditional task initiation habits. these insights emphasize the need for a balanced approach to incorporating ai tools in educational settings, considering their potential to alter student work habits and discipline. keywords chatgpt 3.5, chatgpt v4, higher education, procrastination, task initiation 1 department of english studies, dhar el mahraz. letters and human sciences faculty, university of sidi mohammed ben abdellah, fez, morocco * corresponding author’s e-mail: abdelouahd.bouzar@usmba.ac.ma introduction integrating artificial intelligence (ai) represents a significant shift in the evolving academic sphere, combining computational and psychological insights to redefine educational strategies and tools. ai has diverse roles in academia, from facilitating information access to enhancing interactive learning and streamlining task management (mohapatra & mishra, 2023; zhang, 2023). this technological progression aims to surpass traditional human capabilities in problem-solving, creativity, and intelligence, with scholars like saputra (2020) and gelepithis (1999) emphasizing ai’s potential to transform educational frameworks. yet, alongside these advancements, ai’s role in academia is doubleedged, offering benefits in educational performance and workload management while promoting a dependency that could impede academic achievement (cabrera, 2023). the introduction of ai tools, including chatgpt, into educational environments extends their influence to psychological and cognitive dimensions, impacting not just academic performance but also critical thinking, memory, problem-solving skills, and social interactions (bai et al., 2023; purwasih & sahnan, 2023; deepthi & jameela, 2023). these effects emphasize ai’s dual capacity to enrich and potentially challenge students’ cognitive and psychological health. against this backdrop of technological integration, the academic dialogue gravitates towards understanding the nuanced dynamics between technology use and academic behaviors, particularly procrastination and task initiation. harper (2019) delineates procrastination as the deferral of tasks, highlighting its implications for stress and productivity. this behavior, affecting over 70% of students, presents a challenging barrier to academic success, exacerbated by the rise in digital media engagement (schouwenburg, 2004; türel & dokumaci, 2022). while technology, including icts, harbors potential distractions, it also offers structured pathways to mitigate procrastination, promoting better task management (hosseinaei, 2018; guimarães & lazaro, 2018). amidst discussions on procrastination, it’s pivotal to introduce the concept of task initiation. task initiation, distinct yet related to procrastination, encompasses the ability to commence tasks without delay. this construct shifts focus from the broad behavioral pattern of delaying tasks to the specific action of task commencement. barkley (2012) has identified task initiation difficulties as prevalent among individuals with adhd (attentiondeficit/hyperactivity disorder), further highlighting its significance as a broader academic hurdle. the differentiation between procrastination and task initiation is crucial, accentuating the need for targeted interventions to aid students in overcoming initial task-related inertia, a challenge potentially addressed through ai tools like chatgpt. delving deeper into the intersection of ai tools and academic behaviors, chatgpt emerges as a focal point of analysis. this ai’s dual role in fostering procrastination on the one hand and aiding task initiation on the other exemplifies the complex relationship between technology pa ge 80 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(2) 79-84, 2024 use and student behavior. while specific studies attribute an increase in procrastination tendencies to chatgpt use (swargiary, 2023; yilmaz & yilmaz, 2023; pereira & diaz, 2022), others recognize the potential of ai, particularly task-oriented chatbots, to support task initiation and reduce procrastination (gieselmann & pietrowsky, 2016; pereira, 2022). the nuanced differences between chatgpt versions further accentuate this relationship. comparative analyses reveal that while chatgpt 3.5 generated credible yet less precise data, gpt-4 has been lauded for its accuracy and professional utility (currie et al., 2023). however, even gpt-4, despite its advancements, still needs to fully replicate human-like understanding and creativity in interaction (bahrini et al., 2023). chatgpt-3.5 provides broad insights into content generation, whereas gpt-4 is recognized for delivering detailed, academically relevant content, stressing its superiority in facilitating educational engagement (livberber, 2023; karakose et al., 2023). integrating the discussion on task initiation with the examination of chatgpt versions illuminates the potential of ai to transcend its role as a facilitator of academic engagement to a possible source of distraction. this study navigates the intricate relationship between various chatgpt versions and their influence on educational practices, spotlighting the unexploited potential of these technologies in enhancing task initiation among postgraduate students. purpose of the study this study aims to scrutinize the complex dynamics between chatgpt usage and task initiation among students in higher education. central to this investigation are four pivotal research questions: 1. how does the use of chatgpt correlate with the extent to which students initiate tasks? 2. what is the correlation between task initiation and using different versions of chatgpt? 3. are there differences in task initiation between individuals who use chatgpt and those who don’t, as well as between users of chatgpt 3.5 and chatgpt 4? 4. how do the specific constructs related to task initiation, such as immediate task initiation, confidence in starting tasks, distraction resistance, etc., differ between users and non-users of chatgpt and between users of chatgpt 3 and chatgpt 4? materials and methods research design this cross-sectional study investigates the influence of chatgpt usage on the extent to which students initiate tasks. this research design integrates the procrastination scale (lay, 1986) to measure task initiation and a new scale to measure chatgpt usage to assess the frequency of chatgpt with academic tasks. various statistical analyses thoroughly address each research question, ranging from bivariate correlation to means comparison. this methodology was chosen to comprehensively explore the potential impacts and correlations between chatgpt usage and task initiation. detailed descriptions of the participant recruitment, data collection procedures, and data analysis strategies will follow in the respective subsections. participants the study’s demographic profile included 427 participants, 251 females and 176 males. educational levels were categorized into 140 doctoral students and 287 master’s students. usage of chatgpt varied among participants, with 108 using v4 (premium version), 187 using v3.5 (free version), and 132 non-users. table 1: demographic data variables category frequency gender female 251 male 176 educational level/profession doctoral student 140 master's student 287 version of chatgpt v4 (premium version) 108 v3.5 (free version) 187 chatgpt non-users 132 total 427 sample size determination before conducting the main study, a pilot study was carried out with 82 respondents to estimate the appropriate sample size needed to achieve sufficient statistical power. the sample consisted of 24 non-users of chatgpt, 39 users of chatgpt 3.5, and 19 users of chatgpt 4. sample size calculations were performed based on the means and standard deviations observed in pa ge 81 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(2) 79-84, 2024 this preliminary research, accounting for a desired power of 0.8 and an alpha level of 0.05. these calculations determined that a sample size of 49 non-users, 80 users of chatgpt 3.5, and 39 users of chatgpt 4 would be required to detect significant differences among the groups. these sample sizes ensure a robust comparison and valid generalization of the findings to the broader student population engaged in academic task initiation. figure 1 presents the details of the sample size calculation process. data collection in this study, we employed a multi-faceted approach to data collection tailored to engage a diverse array of participants across various academic fields. data collection was conducted using a combination of convenience sampling, snowball sampling, and purposive sampling methods. the primary distribution method for our questionnaires was through digital platforms, specifically whatsapp and facebook. the whatsapp groups consisted of english studies ph.d. students, a demographic readily accessible due to existing academic networks. simultaneously, facebook groups were utilized to reach a broader audience, encompassing various academic disciplines. a snowball sampling technique supplemented this digital distribution. initially, respondents and colleagues from different universities and countries were encouraged to share the questionnaire within their personal and academic circles, thus potentially amplifying the reach beyond the initial groups. data analysis task initiation the study utilized the procrastination scale developed by lay (1986), which included six items. the scale included statements like “when i have a task to complete, i typically start immediately” and “i feel confident in my ability to initiate tasks when they are challenging.” responses were recorded on a 5-point likert scale (1 = strongly disagree to 5 = strongly agree). chatgpt usage a six-item scale was developed to measure chatgpt usage among university students. the scale employs a branching technique to direct respondents to items relevant to their academic level. for example, ph.d. students respond to statements such as ‘i use chatgpt to guide me through my research methodology’ and ‘i use chatgpt to conduct the literature review.’ in contrast, master’s students answer items like ‘i rely on chatgpt to prepare my presentations’ and ‘i use chatgpt to write reviews/reports.’ responses to these statements are rated using a consistent 5-point likert scale. following data collection, a thorough statistical analysis was performed using spss software to address the research questions. the analytical procedures were as follows: composite score calculation initially, composite scores for task initiation and chatgpt usage were calculated by summing the scores of each respective item. correlation analysis (rq1 and rq2) spearman’s correlation analysis was conducted to determine the relationship between chatgpt usage and task initiation. means comparison (rq3) to compare their mean scores, a one-way anova was conducted separately for each category (non-users, users of chatgpt 3.5, and users of chatgpt 4). means comparison (rq4) separate anovas were conducted to compare the mean scores of each item among the three categories (nonusers, users of chatgpt 3.5, and users of chatgpt 4). the scale the consistency of the scales was evaluated, revealing high reliability, as evidenced by cronbach’s alpha coefficients of 0.883 and 0.898 for the task initiation scale and chatgpt usage scale, respectively. table 2: reliability statistics cronbach's α n of items task initiation 0.883 6 chatgpt usage 0.898 6 result research question 1 how does the use of chatgpt correlate with the extent to which students initiate tasks? table 3: correlation analysis of task initiation with chatgpt usage spearman's rho p task initiation chatgpt usage -0.511** .000 * p < .05, ** p < .01 the spearman’s rank correlation (table 3) indicates a strong negative correlation (rho = -0.511, p = .000) between task initiation and chatgpt usage. research question 2 what is the correlation between task initiation and the usage of different versions of chatgpt? spearman’s rho for task initiation and chatgpt usage was -0.916 for v3.5 and -0.875 for v4, respectively, with p-values less than 0.01. pa ge 82 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(2) 79-84, 2024 research question 3 are there differences in task initiation between individuals who use chatgpt and those who don’t, as well as between users of chatgpt 3.5 and chatgpt 4? according to the mean scores presented, non-users of chatgpt have the highest average score in task initiation (3.21), followed by users of the v4 (premium version) at 3.000, and finally users of v3.5 (free version) at 2.67. table 4: correlation between task initiation and chatgpt usage for versions 3.5 and 4 v3.5 v4 spearman's rho p spearman's rho p task initiation -chatgptusage -0.916** 0.000 -0.875** 0.000 correlation is significant at the 0.01 level (2-tailed).** table 6: anova results for task initiation by chatgpt version t df sig. (2-tailed) mean difference non-users task initiation 38.022 95 .000 3.21528 v3.5 (free version) task initiation 29.880 151 .000 2.67434 v4 (premium version) task initiation 30.267 75 .000 3.00000 research question 4 how do the specific constructs related to task initiation, such as immediate task initiation, confidence in starting tasks, distraction resistance, etc., differ between users and non-users of chatgpt, as well as between users of chatgpt 3 and chatgpt 4? the table summarizes the results of multiple anovas, revealing distinct behavioral outcomes across task initiation variables for non-users and users of two different versions of an intervention, v3.5 and v4. non-users are most likely to start tasks immediately, with the highest mean of 3.833, yet v4 users exhibit substantial gains in this area over v3.5 users. similarly, the confidence in initiating tasks is considerably higher for v4 users (3.444) than for non-users and v3.5 users. v4 users also surpass other groups in finishing tasks ahead of deadlines and initiating tasks regardless of their complexities, with the highest mean scores of 3.444 and 2.667, respectively. however, while non-users are better at resisting distractions and avoiding procrastination, v4 users significantly advance over v3.5 users with a mean score of 2.444. table 7: comparative analysis of task initiation constructs among non-users and users of chatgpt versions 3.5 and 4 dependent variable/usage non-users v3.5 users v4 users p starting tasks immediately 3.833 2.723 2.947 .000 confidence in initiating tasks 3.364 3.128 3.444 .000 starting tasks without complexity 2.818 2.684 3.444 .000 distraction resistance 2.727 2.561 2.667 .000 finish ahead of deadline 2.455 2.427 2.667 .000 avoiding procrastination 3.0 2.112 2.444 .000 discussions the correlation analysis demonstrated a substantial negative relationship between chatgpt usage and task initiation. this suggests that as chatgpt usage increases, the immediacy with initiating tasks decreases. this could indicate reliance on the tool supplanting students’ intrinsic motivation or traditional study methods. the comparison between chatgpt v4 and v3.5 users reveals a nuanced advantage for those using the premium version. v4 users reported greater confidence in starting tasks, quicker ability to begin tasks, and more readily tackled straightforward tasks. this suggests that the enhanced features of chatgpt v4 provide substantial support in planning and executing academic work. the performance boost among v4 users could be attributed to the advanced functionalities streamlining academic workflows and the psychological motivation to maximize the value of their financial investment in the premium service, fostering a more efficient approach to task management. in contrast, non-users exhibited a significant tendency to initiate tasks, possibly as a proactive measure to compensate for the lack of ai assistance, reflecting a strategic approach to time management. additionally, non-users scored higher in resisting distractions and avoiding procrastination, indicating that they may develop and rely on a more rigorous self-regulation regime without relying on technological tools. this suggests that while technological tools like chatgpt can be beneficial, traditional task management practices that pa ge 83 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(2) 79-84, 2024 foster discipline and focus also have inherent strengths. collectively, these findings illuminate the complex interplay between technology usage and academic behavior. they suggest that while technological tools like chatgpt can offer substantial support, their impact on behavior is flexible and varies based on the version and the psychological responses induced by different modes of access (free vs. premium). this discourse contributes a critical perspective on integrating ai tools in academic settings, advocating for a balanced approach that considers individual differences in technology adoption and the diverse strategies students employ in task management. conclusion the adoption of chatgpt by students has introduced a shift in academic effort and confidence, with the technology’s capabilities leading to a perception that tasks can be accomplished with minimal personal input. this ease of use, contrasting sharply with the traditional, more labor-intensive approach to academics, might inadvertently foster a propensity towards procrastination, as students might postpone tasks, relying on the efficiency of chatgpt to compensate for the delay. however, an interesting behavioral nuance is observed among premium chatgpt users, who exhibit a lower tendency towards procrastination. this could be attributed to the psychological effect of their financial investment in the tool, where the desire to maximize the value of the purchased service encourages more timely task initiation. this dynamic underscores the complex interplay between technological tools and student work habits, highlighting the need for mindful engagement with ai to balance its benefits against potential impacts on academic discipline. acknowledgment the authors thank all ph.d. and ma students who have played a tremendous role in disseminating the questionnaire among their network. special thanks to colleagues from other universities in the usa (university of massachusetts amherst), croatia (university of ljubljana, faculty of arts.), italy (the sapienza university of rome), and france (the university of lille). references bahrini, a., khamoshifar, m., abbasimehr, h., riggs, r. j., esmaeili, m., majdabadkohne, r. m., & pasehvar, m. 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(2023). the impact of chatgpt on student learning behavior: an experimental research study. ssrn electronic journal. https://doi.org/10.2139/ ssrn.4611213 türel, y. k., & dokumaci, o. (2022). use of media and technology, academic procrastination, and academic achievement in adolescence. participatory educational research, 9(2), 481–497. https://doi.org/10.17275/ per.22.50.9.2 yilmaz, h., maxutov, s., baitekov, a., & balta, n. (2023). student attitudes towards chat gpt: a technology acceptance model survey. international educational review, 1(1), 57–83. https://doi.org/10.58693/ier.114 zhang, l. (2023). impact of ai on human decisionmaking: analysis of human, ai, and environment of interaction. lecture notes in education psychology and public media, 28(1), 239–245. https://doi. org/10.54254/2753-7048/28/20231348 article 1194.indd pa ge 1 pa ge 37 american journal of education and technology (ajet) garlic candy: a product development research jocelyn c. banaybanay1*, erika jane b. atajar1, babylyn m. dela cuesta1 volume 2 issue 1, year 2023 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v2i1.1194 https://journals.e-palli.com/home/index.php/ajet article information abstract received: january 11, 2023 accepted: february 03, 2023 published: february 22, 2023 food plays a vital role to life by giving energy needed by the human body. but too much consumption may lead to diseases. filipinos are known for their enjoyment of food. almost 55% of the total population suffer from cholesterol issues and 35% of it died with hypertension. multiple meta-analyses revealed that garlic help decrease blood pressure, and pressure-lowering impact is physiologically feasible. garlic contains active sulfur compounds that proven to infl uence endothelium-relaxing and -constricting factors, resulting lower blood pressure. the study aims to formulate garlic candy in terms of ingredients, proportions, resources, and equipment. the main ingredient for this study was garlic known for lowering the high blood pressure. other ingredients are milk, sugar, fl our and artifi cial color to improve its appearance. the researchers perform three trials and error basis to determined which aspect of the output seeks improvement. by that they recorded the proper formulation for the garlic candy which based on the following; (1) aroma, (2) taste, (3) appearance and (4) texture. using a developmental research, the result of the study has been recorded the following; the output has the percentage of 3.02 in terms of aroma, 3.30 in terms of taste, 3.12 in terms of appearance, 3.18 in terms of texture. after the evaluation the following are recorded; composite mean of 3.16% indicating the acceptable verbal interpretation, 6.95% for the protein, 6.77% for the total fats, 2.06% for the calcium, 18.65% for the allicin and 2.69% for the vitamin b which are agent i lowering hypertension. keywords candy, aroma, taste, appearance, texture, formula 1 college of industrial technology, batangas state university, balayan, philippines * corresponding author’s e-mail: toavinaandriamanalina@gmail.com introduction in the philippines, there are many kinds of foods and delicacies which are known for its taste and mouth watery smell. filipinos are known for their unique cuisine which is known locally and in abroad. there are various dishes that can only be found in the country. in fact, philippines is known for its festivals and occasions which would not be complete without an abundance of foods. like for example, fi estas and other celebrations in the country are commonly celebrated with foods. food plays a vital role to human life. without food, human cannot survive. it provides energy that the human body requires. it also provides vitamins and minerals that support one’s health. but too much intake of such food types will lead to illnesses. one of the confl icts that meat lovers face is too much cholesterol. meat contains too much cholesterol, particularly pork and beef, which can lead to hypertension. in a survey, almost 76% of the total the world population have problems with hypertension and 8% of it came from the philippines. in the country, almost 55% of the total population suffer from cholesterol issues and 35% of it died with hypertension. moreover, hypertension is the reaction of the human body due to many underlying problems.body which came from excessive consumption of meat and even carbohydrates. one’s body will suffer fatigue, poor heat resistance and, worse, die without adequate diet and exercise. almost 43% who suffer from hypertension are 35-40 years of age and 21% are 29-34 years of age and 10% from 28 years of age and below. but hypertension can be prevented in many ways. one of them is through herbal medicines that can be found at home. people must know that one of the main preventive herb in hypertension found in the kitchen is a garlic. it contains natural oil which fi ghts the toxins that came from foods high in cholesterol. also, it is known for having good results in decreasing the effects of hypertension. but some people choose to maintain their medicines as maintenance for hypertension because garlic doesn’t taste good and smell as well. few people only use garlic to prevent hypertension. because of its unpleasant odor and taste, people especially children will not eat it as ease. meanwhile milk and sugar, two agents of sweets are known for having good taste and smell. milk is known for its calcium, vitamins and minerals content. it gives more aroma to the foods when cooked. it also suited for the modern taste of people nowadays. sugar also adds fl avor to foods. it is also known as preservative agent of delicacies especially sweets. sweets like candies are more convenient to carry inside our pouches, bags and even inside the vehicles because of its size. the three ingredients are commonly found inside the house. with the problem stated above, the researcher come up with the development of candies made from garlic which may help prevent or lessen the chances of contracting hypertension. objectives the main purpose of this study is to develop candy made from garlic as major ingredient to prevent or lessen the chances of contracting hypertension. specifi cally, this study aims to: 1. determine the formulation/formula needed in pa ge 38 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 2(1) 37-44, 2023 producing garlic candy in terms of: 1.1. materials and equipment 1.2. ingredients and its proportion 2. determine the level of acceptability in terms of: 2.1. aroma; 2.2. taste; 2.3. appearance; 2.4. texture 3. determine the nutritional content. 4. determining the labelling and packaging. materials and method evaluation of the existing material to lower blood pressure through books, journals and electric source, the researchers gathered data to evaluate the existing alternative material that lowers blood pressure which is the raw or uncooked garlic. the research applied developmental research because the researchers created a product that would help prevent or lessen hypertension and at the same time will capture the taste buds of patients suffering from the said illness. a garlic candy which is new in the market and the fi rst to make garlic into a delicacy. it took time to make this new fl avor garlic candy that was measured with a proper proportion of every ingredient. the researchers gathered data will serve as basis of ideas to develop the ideas for the garlic candy. the researchers will evaluate the existing alternative material that may lessen the effect of hypertension by checking the physical appearance, measuring the sizes, taste and the smell to get some ideas that can be used as a guide to gather suffi cient information especially the results. the evaluation also includes observation from the existing alternative material that lessen the effects of hypertension to body which is the garlic. raw materials were considered critically to ensure the development of the project. most importantly, the existing materials was evaluated for the researchers to gain information and fi nd out if the study would be viable. from the evaluation of existing alternative material, the researchers will recognize other areas that need further enhancement. design stage evaluation of the existing alternative material that lessen the effects of hypertension to human body will serve as reference for the development of garlic candy. the researchers will contribute every idea of the group member in order to come up a good design of the garlic candy. in designing the garlic candy, the researchers gathered ideas and data as the bases in making the proposed candy. material selection stage on this stage, the selection of materials was done. in selecting the proper tools and materials to be used in developing the formula and candy, the researchers asked queries from other candy makers, research from the internet of what materials are used. then, the researchers also determined the availability of the materials through canvassing to identify the cost needed for the ingredients and materials to project the total cost of the output. since it is pandemic, the researchers also considered the cheapest but quality materials to be used. they also think for the alternative materials to be used in making the candy. after that, they look for a good quality raw material that is affordable and available in the market instead of buying garlic per piece they bought the garlic in kilo so that the consumption of money will be lessen. the milk which can be bought in powdered or milk came from the sales with big discounts found in supermarkets as well as the sugar. development stage this stage was the development of the garlic candy. the garlic candy was done in a simple way without forfeiting the quality of it. all ingredients were affordable but taste good when combined. the procedure starts with preparation of the ingredients and materials that will be needed to produce a candy. the researchers slice the garlic into small strips, dried and grind it in the blender. the allpurpose fl our, condensed milk, sugar and skim milk were put in the casserole to be heated and dissolved. once the garlic is powdered, they mixed it in a clean bowl together with the mixture. it would be molded by the use of spoon and gloves to assure the cleanliness and safety for health. finally, the candy was wrapped in a plastic (pastillas wrapper) with different colors. in developing the said output, all safety precautions regarding the use of the tools and materials were strictly observed and dish is excellent or very poor on a systematic good-poor scale for a series of statements. results and discussion candy 1. the formulation in developing garlic 2. materials and equipment the researchers came up with the suitable ingredients and equipment in making garlic candy after reading related literatures on the importance of garlic in treating hypertension and obtaining ample information on the production of related products. the mat erials and equipment used by the researchers were identifi ed to be appropriate to the development of garlic candy. the following materials are: table 1: meterials used in developing garlic candy pa ge 39 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 2(1) 37-44, 2023 testing and evaluation of the garlic candy the study was tested and evaluated by observing, touching, tasting and smelling the output. this was done to examine the acceptability of the garlic candy. the researchers give an evaluation sheet to 10 batangas state university balayan teachers to assess the suitability of the formula, which possess various attributes including certain size, color, taste, and smell. likert scale was used in the evaluation sheet for it is the most widely used approach in scaling responses. evaluation sheet contains different attributes such as size, color, taste and smell. the score was then used to identify the specifi c quality –highly acceptable (5), acceptable (4), average (3), unacceptable (2), and highly unacceptable (1) respectively. in responding to a likert scale, the respondents specifi ed if the formula weighted mean is used in the study to determine the interpretation of the result. the responses were given equivalent weighted values which 1 as the lowest and 5 as the highest value. the corresponding verbal interpretations for each value were also provided. table 2: ingrediance in developing garlic candy ingredients the table below represents the ingredients needed to develop the garlic candy. prior to coming up of the ingredients and materials listed below, the researchers had a hard time in the trial and error method. the researchers have come up with the ingredients based on the researches and the related articles they gathered. table 3: ingrediance of developing garlic candy proportion of ingredients it presents the proportion of ingredients in developing garlic candy. through 3 experiments, the researchers perform trial and error basis and the researchers determined the right proportion of ingredients in developing garlic candy. the right proportion of the garlic candy according from the three trials were: garlic with 80 grams and must be powdered, condensed milk with 390grams, skim milk powder for 30 grams, refi ned sugar for 10 grams, all purpose fl our for 25 grams, and artifi cial food coloring for 3 grams. table 4: proportion of ingredients used in experiments experiments a, b and c this includes the proportioning of different ingredients in developing garlic candy. the researchers applied the gathered information about the proportion of the ingredients. the researchers conduct series of experiments to come up to the best result the evaluators will accept. table 3 shows the different proportion of ingredients in three experiments the researchers have conducted. in experiment a, the researchers used 100 grams of powdered garlic, 380 grams of condensed milk, 20 grams of skim milk, 6 grams of sugar, 15 grams of all-purpose fl our and 6 grams of artifi cial color. the size of the candy was 3 inches in length and 1 inch in width, color was so bright and the garlic exudes so much aroma in the candy. it then resulted to less acceptable attributes in terms of aroma and appearance. pa ge 40 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 2(1) 37-44, 2023 meanwhile, experiment b was conducted. in this experiment, the researchers use 80 grams of powdered garlic, 390 grams of condensed milk, 30 grams of skim milk, 10 grams of sugar, 25 grams of all-purpose fl our, and 2 grams of artifi cial color. the size of the candy is 1inch in length and 1 inch in width, the color is not too bright and not too pale. the smell of the garlic does not trace anymore, and the taste is not too sweet. the texture of the candy was good it melts easily. the researchers found out that certain adjustments to the proportion of ingredients can enhance the product. the result is all acceptable in terms of aroma, appearance, taste and texture. finally, experiment c was also conducted. in experiment c, the researchers use 90 grams of garlic powder, 400 grams of condensed milk, 50 grams of skim milk, 5 grams of sugar, 35 grams of all-purpose fl our and 2 grams of artifi cial color. the size of the candy which is 2inches in length and 1inch in width. the result is less acceptable in terms of appearance. the three major ingredients in developing the garlic candy are sugar, milk and garlic. according to ehécatl m. a. garcía-trejo abraham s. arellano-buendía, raúl argüellogarcía, maría l. loredo-mendoza fernando e. garcía-arroyo, mónica g. arellano-mendoza, maríac. castillo-hernández,gustavo guevara balcázar, edilia tapia, laura g. sánchez lozada, and horacio osorio-alonso, (2016) when sugar is added to foods it binds to the water in the foods reducing the amount of water that is available for the growth of microorganisms. like salt water also has an osmotic effect i.e. when foods are placed in a concentrated sugar solution water is drawn out of the cells of foods and microorganisms so that microorganisms can no longer survive. different ways of using sugar to preserve foods are described fully in chapter 6. one way to use sugar is to desiccate fruits by drying them and then packing them with pure sugar. fruits which are traditionally preserved through this method include ginger, cherries and the peel of citrus fruit. alternatively, foods may be stored in a sugar syrup or cook in sugar until they crystalize. according to effat ara jahan, dr. md bellal hossain, (2016), milk candy contains calcium with other essential nutrients, which make it a potential food supplement for adults and children. the present study was designed to characterize the sensory properties of fl avored milk candies. a trained panelist evaluated three milk candies (plain, chocolate, and coffee) using a 15-cm line scale. three hundred and thirty-fi ve adult consumers evaluated the acceptability of three types fl avored milk candy on the basis of appearance, shape, texture, aroma, fl avor, sweetness, and overall liking. ninety-two children evaluated the acceptability on the basis of overall liking of chocolate and plain fl avored milk candies. evaluations of the fl avored milk candies revealed that they were different, based on descriptive sensory attributes. buttery aroma and caramel aroma were considerer’s discriminating attributes, while sweet and cooked fl avors were considerer’s least discriminating. taste, specifi c fl avor, overall liking and aroma were the critical factors for acceptability of the products. children liked the chocolate fl avored milk candy better than the plain one. there were no signifi cant differences between evaluation by children and adults for chocolate and plain milk candy respectively. it was observed that the consumers accepted the calcium enriched fl avored milk candies. according to the study of karin ried, peter fakler, (2014) garlic supplements have shown promise in the treatment of uncontrolled hypertension, lowering blood pressure (bp) by about 10 mmhg systolic and 8 mmhg diastolic, similar to standard bp medication. aged garlic extract, which contains s-allylcysteine as the bioactive sulfur compound, in particular is standardized and highly tolerable, with little or no known harmful interaction when taken with other bp-reducing or bloodthinning medication. here we describe biologically plausible mechanisms of garlic’s bp-lowering effect. garlicderived polysulfi des stimulate the production of the vascular gasotransmitter hydrogen sulfi de (h2s) and enhance the regulation of endothelial nitric oxide (no), which induce smooth muscle cell relaxation, vasodilation, and bp reduction. several dietary and genetic factors infl uence the effi ciency of the h2s and no signaling pathways and may contribute to the development of hypertension. sulfur defi ciency might play a part in the etiology of hypertension, and could be alleviated with supplementation of organosulfur compounds derived from garlic. procedure it presents the step by step procedure in developing garlic candy. the researcher used trial and error basis in order to achieve the desired procedure in developing the garlic candy. the procedure starts with preparation of the ingredients and materials that will be needed to produce a candy. the researchers slice the garlic into small strips, dried it and grind it in the blender. the all-purpose fl our, condensed milk, sugar and skim milk were put in the casserole to be heated and dissolved. then pulverized the garlic and combined it with the mixture in a clean bowl. to ensure cleanliness and health safety, it would be molded with a spoon and gloves. finally, the candy was wrapped in a variety of colored plastic (pastillas wrapper). the result of the three set of candy were differ in terms of aroma, appearance, taste and texture of the candy. level of acceptability it presents the result of evaluation to determine the level of acceptability of the candy made with garlic in terms of aroma, appearance, taste, and texture. it also covered the composite mean, and weighted with its verbal interpretation. table 5 shows the result of three experiments that have different proportions of the ingredients needed in developing garlic candy, the respondents of the study rate the experiments in terms of aroma, taste, appearance and texture. in the fi rst experiment, having its proportions as discuss in table 4, it resulted with a weighted mean in terms of: aroma having the pa ge 41 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 2(1) 37-44, 2023 table 5: results of the three experiments in term of aroma, taste, appearance and texture weighted mean of 2.28 with the verbal interpretation of unacceptable, taste with 2.80 weighted mean having the verbal interpretation of acceptable, 2.46 weighted mean in terms of appearance with the verbal interpretation of unacceptable and texture with 2.72 weighted mean and acceptable verbal interpretation. all in all, the composite mean of experiment a is 2.57 and acceptable verbal interpretation. though in the fi rst experiment, the proponents got high score for the garlic candy except in terms of aroma and appearance. the weighted mean of the weighted mean in the second experiment, which similarly includes all of the materials needed to make garlic candy and has its measurements as discussed in table 3, was: aroma has a weighted mean of 3.02 and a verbal interpretation of acceptable, taste has a weighted mean of 3.30 and a verbal interpretation of acceptable, and appearance has a weighted mean of 3.12 and a verbal interpretation of acceptable and texture with 3.18 weighted mean and acceptable verbal interpretation. all in all, the composite mean of experiment b is 3.16 and acceptable verbal interpretation. the second experiment got the highest score for having verbal interpretation in all aspect of the candy. in the last experiment which has all ingredients needed in developing garlic candy, having its measurements as discuss in table 3 result with the weighted mean in terms of: aroma having the weighted mean of 2.64 with the verbal interpretation of acceptable, taste with 3.20 weighted mean having the verbal interpretation of acceptable, 2.38 weighted mean in terms of appearance with the verbal interpretation of unacceptable and texture with 2.58 weighted mean and acceptable verbal interpretation. all in all, the composite mean of experiment c is 2.70 and acceptable verbal interpretation. though in the third experiment, the proponents got high score for the garlic candy except in terms of appearance. nutritional content specifi cally, the nutrients found in garlic candy are as follows: protein protein (6.95 %) which helps reduce appetite and hunger levels. a high-protein diet reduces hunger, helping you eat fewer calories. but it is also recommended that people must not consume protein too much because most people already eat around 15% of their calories from protein, which is more than enough to prevent defi ciency. according to kris gunnars et al (2019), protein consumption helps as an appetite suppressant and control hunger. also, a diet that is high on protein helps reduce calorie intake. as a result, weightregulating hormones are therefore improved. protein also helps improve muscle mass and strength since muscle is mostly made of protein. therefore, high consumption of protein can help in gaining muscle mass and strength whereas reducing muscle loss during weight loss. it is also good for bones, boost metabolism, and maintain blood pressure. it does not cause damage to healthy kidneys, aids your body in repairing itself after an injury and helps you stay in shape as you get older. the study also recommend that people must not consume protein too much because the majority already eats about 15% of their calories from protein, which is more than suffi cient to avoid defi ciency. fat fat (6.77%) which helps give human body energy, protects organs, supports cell growth, keeps cholesterol and blood pressure under control, and helps the body absorb vital nutrients. according to dr. f. joung et al. (2018), fat serves to provide energy to the human body, strengthens tissues, promotes the growth of cells, regulates cholesterol and blood pressure, and helps the body consume essential nutrients. when you concentrate too hard on taking out all the fat, it can potentially rob the body of what it most needs. the study also concludes that the more recent dietary guidelines have stepped away from recommending a particular level of fat for americans. they also focus, however, in keeping the consumption of trans fat to less than 10 percent of total daily calorie intake. calcium calcium (2.06%) which helps maintain strong bones and carry out many important functions. but it can be harmful if consumed too much and may cause constipation. the recommended consumption of calcium is 5 to 10% a day. according to national institutes of health et al. (2011), a mineral common in many foods is calcium. to sustain healthy bones and to carry out many essential tasks, the body requires calcium. in bones and teeth, almost all calcium is processed, where it strengthens their structure and hardness. calcium is often needed by the body for muscles to move and for nerves to pass signals from the table 6:nutritional content of garlic candy nutrients method of analysis result (%) protein kjeldahl 6.95% fat randall e 6.77% calcium randall e 2.06% allicin kjeldahl 18.65% vitamin b randall e 2.69% pa ge 42 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 2(1) 37-44, 2023 brain and any part of the body. calcium is also used to help blood vessels transport blood throughout the body and to help release hormones and enzymes that infl uence almost all human body activity. the result of the study revealed that calcium can be harmful if consumed too much, it may cause constipation. the recommended consumption of calcium is 5 to 10% a day. allicin allicin (35.65%) which helps reduce infl ammation and offer antioxidant benefi ts. according to cathy wong et al. (2020), when garlic is crushed or sliced, allicin is a compound made. it is available in the form of dietary supplements that has been found to minimize infl ammation and provide antioxidant benefi ts. it is said that taking allicin supplements helps with a variety of health issues, as well as battling major diseases such as diabetes, especially high blood pressure and cancer. the result of the study also indicates that allicin can help blood pressure regulation and atherosclerosis prevention. clinically signifi cant reductions in both systolic and diastolic blood pressure over the placebo and atenolol classes were also seen as a result of allicin. the suggested consumption of allicin is 5 to 25% in regular eater. vitamin b vitamin b (2.69%) plays a vital role in maintaining good health and well-being. according to natalie olsen, r.d et al. (2019), in retaining optimum health and well-being, b vitamins play a critical role. b vitamins have a signifi cant effect on the energy levels, brain activity, and cellular metabolism as the key components of a healthy body. the vitamin b complex helps avoid infections and helps maintain or stimulate cell health, red blood cell formation, energy levels, proper nerve function, healthy brain activity, cardiovascular health, development of hormones and cholesterol, healthy appetite, good digestion, good eyesight, and muscle tone. the study also resulted to: in women, b vitamins are particularly essential for pregnant and breastfeeding mothers. it greatly assists with the development of the fetal brain as well as decrease the risk of birth complications. and b vitamins can improve energy levels for pregnant women, relieve nausea, and lessen the likelihood of developing preeclampsia. for men, b vitamins are believed to increase the amount of testosterone levels, which declines normally with age. it can also assist men to build muscles and improve strength. human experiments supporting these arguments are, however, insuffi cient. development of appropriate packaging and labelling of the product from the concepts and ideas present in the same products available in the market, the researchers were able to conceptualize their packaging and labelling. the researchers include the main ingredient of their product in front cover and also the image of the product itself with its name and the words “sweet & healthy” to emphasize its main purpose of not just satisfying the sweet tooth of consumers but defi nitely improving their health conditions figure 3: shows the overall cover of the packaging table 7: cost of materials incurred in the garlic candy quantity unit description unit price (php) total price (php) 1 kilo garlic 180. 00 180. 00 3 kilo sugar 50.00 150. 00 ½ kilo skim milk 160.00 80.00 5 can condensed milk 45.00 225.00 total 635.00 evaluation of the developed garlic candy the researchers used likert scale to interpret the level of acceptability in terms of different attributes such as: aroma, taste, appearance and texture. table 8: results of evaluation in terms of aroma attributes weighted mean verbal interpretation aroma 2.65 acceptable this table shows the evaluation of garlic candy in terms of aroma has the weighted mean of 2.65 and emphasizing the verbal interpretation of acceptable. the aroma of the developed output was good enough that captivates the taste of the respondents and evaluators of the project. table 9: results of evaluation in terms of taste attributes weighted mean verbal interpretation taste 3.10 acceptable this table shows the evaluation of garlic candy in terms of taste has the weighted mean result off 3.10 that has the verbal interpretation of acceptable. according to the respondents of the study the taste of the garlic candy was not too sweet and have the exact taste that captivates the evaluators choice. pa ge 43 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 2(1) 37-44, 2023 this table shows the evaluation of garlic candy in terms of appearance. it has a weighted mean of 2.65 and verbal interpretation of acceptable. the respondents fi nd the appearance of the garlic candy acceptable because it has the bite size and the color yellow, violet and green which indicates delicious taste for them. as the main ingredient. from the foregoing fi ndings, it can be concluded that the result of acceptability of the garlic candy varies on the proportion of ingredients and in terms of aroma, taste, appearance and texture. experiment b garnered a composite mean of 3.16 making it the highly acceptable formula in developing garlic candy. meanwhile, the composite mean of experiment a is 2.57 and experiment c is 2.70. both of which have an acceptable verbal interpretation but came short in terms of appearance while experiment a also failed in terms of aroma. as healthy as it may get, it can still be concluded that the nutritional content of a garlic candy must not be greater to what is needed to avoid any adverse effects to consumers. it can be concluded that developing an appropriate labelling and packaging of the garlic candy is important as it adds up to the value of the product recommendations based on the conducted research, the researchers recommend that: 1. the researchers recommend trying to include more vitamins and minerals to be tested at the laboratory. it is necessary to examine and determine the other benefi ts of garlic to human body. 2. it is suggested that the packaging of garlic candy should be improved. it is necessary to improve its impact to the market and to its customer. 3. it is recommended to study the life span of the product to have an idea on how to lengthen its life span. it is necessary to improve the length of the product to have better quality and consumption. 4. the researchers suggest that other product should be thought of with the use of garlic. it is necessary to have more benefi ts and essentials came from the garlic that allow human body to cope with the sickness in natural way. 5. it is recommended to try other shapes of candy for aesthetic appeal. it may attract the taste of the kids who needs and seeks for the nutritive value of the garlic candy. acknowledgement we are very grateful and honor to accomplish this research with the love and support of our parents, who provides everything we need, comfort of our friends and classmates who always supports and give us moral enlightenment, guidance of our research adviser who spent time for checking and approving our output, enlightenment of our instructor who gave us knowledge on how to accomplish this study, motivation from batangas state university family that serve as the light on our path to this journey and strength from almighty god, who let us enjoy and experienced this kind of memories. our hearts are overwhelmed. references ali, m., al-qattan, k. k., al-enezi, f., khanafer, r. m. a., & mustafa, t. (2000). effect of allicin from garlic powder on serum lipids and blood pressure in rats fed table 10: results of evaluation in terms of appearance attributes weighted mean verbal interpretation appearance 2.65 acceptable table 11: results of evaluation in terms of texture attributes weighted mean verbal interpretation texture 2.83 acceptable this table shows the evaluation of garlic candy in terms of texture has a weighted mean of 2.83 and verbal interpretation of acceptable. the texture of the garlic candy was smooth, mouth melted and fi ne. it is accordingly to the evaluation of the evaluators. table 12: overall results of development of garlic candy attributes weighted mean verbal interpretation aroma 2.65 acceptable taste 3.10 acceptable appearance 2.65 acceptable texture 2.83 acceptable composite mean 2.81 acceptable after the evaluation of garlic candy by 25 students and 25 teachers of selected schools, the result of aroma was obtained. the aroma got the weighted mean of 2.65 that indicates acceptable on its verbal interpretation. in terms of taste, it results to the weighted mean of 3.10 which indicates to verbal interpretation of acceptable. meanwhile, the appearance got 2.65 and texture got 2.83 weighted mean. conclusions with all accordance to the fi ndings, the researchers concluded that: in developing garlic candy, the materials, equipment and of ingredients must be in place to properly carry out the procedures involved. moreover, ingredients must have the right proportion to get the best possible results. in lieu with this, the researchers conducted an experiment wherein it can be concluded that certain adjustments to the proportion of ingredients can enhance the product. and among the three, experiment b stood out with the highest acceptable formula in developing garlic candy. in terms of the ingredients, the researchers used the garlic pa ge 44 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 2(1) 37-44, 2023 with a high cholesterol diet. prostaglandins, leukotrienes and essential fatty acids (plefa), 62(4), 253-259. https://www.sciencedirect.com/science/article/abs/ pii/s0952327800901522 banerjee, s. k., & maulik, s. k. (2002). effect of garlic on cardiovascular disorders: a review. nutrition journal, 1(1), 1-14. http://www.nutritionj.com/content/1/1/4 bhardwaj, k., verma, m. k., verma, n., bhardwaj, s., & mishra, s. (2015). effect of long term supplementation of active garlic allicin in reducing blood pressure in hypertensive subjects. int. j. adv. med, 2, 231-234. cormick, g., ciapponi, a., cafferata, m., & belizan, j. m. (2015). extra calcium to prevent high blood pressure. cochrane library. https://www.cochrane.org/ cd010037/htn_extracalcium-to-prevent-highblood-pressure carter, a. (2019). garlic: a review of potential therapeutic effects. pcbi. https://www. ncbi.nlm.nih.gov/pmc/articles/pmc410 3721/ e.b.-y. (2019, march 3). garlic and blood pressure. https://www.dailymail.co.uk/news/article2420421/ gar lic-lower-blood-pressure-10-tabletform.html fuchs, f. d., & whelton, p. k. (2020). high blood pressure and cardiovascular disease. hypertension, 75(2), 285-292. https:// doi.org/10.1161/hypertensionaha.119.14240 garcía-trejo, e., arellano-buendía, a. s., argüellogarcía, r., loredo-mendoza, m. l., garcía-arroyo, f. e., arellano-mendoza, m. g., ... & osorio-alonso, h. (2016). effects of allicin on hypertension and cardiac function in chronic kidney disease. oxidative medicine and cellular longevity, 2016. https://www. ncbi.nlm.nih.gov/pmc/articles/pmc513 6635/ natalie butler, r.d., (2017). what are the benefi ts of garlic? retrived on august 18, 2017, medical news today. https://www.medicalnewstoday.com/articles/265853 ried, k., & fakler, p. (2014). potential of garlic (allium sativum) in lowering high blood pressure: mechanisms of action and clinical relevance. integrated blood pressure control, 71-82. https://www.ncbi.nlm.nih.gov/pmc/ articles/pmc426 6250/ suckow, m. a., stevens, k. a., & wilson, r. p. (eds.). (2012). the laboratory rabbit, guinea pig, hamster, and other rodents. academic press. https://www. sciencedirect.com/topics/medicine-nddentistry/ garlic pa ge 1 pa ge 36 american journal of education and technology (ajet) mastery through frequency: embracing new techniques and strategies for comprehensive understanding in the education field souhila makhloufi djerah1* volume 3 issue 3, year 2024 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v3i3.2917 https://journals.e-palli.com/home/index.php/ajet article information abstract received: june 23, 2024 accepted: july 27, 2024 published: july 31, 2024 previous observations in the english language learning domain revealed that traditional techniques to memorize vocabulary were insufficient for enhancing students’ vocabulary proficiency. this issue leads to an exploration of substitute learning strategies. this study aimed to determine the effectiveness of integrating english songs into language learning to enhance students’ vocabulary mastery.this study used a quantitative research methodology. the study involved 54 students divided into an experimental group and a control group, with 40 students ultimately participating. the control group adhered to the conventional learning procedure and denoted with variable y, while the experimental group was exposed to english songs and denoted with variable x. the mastery of vocabulary was assessed in relation to exposure to english songs. the study’s findings demonstrated a significant improvement in vocabulary mastery among the experimental group, with an average score of 82.25, compared to the control group score, which was 63.25. statistical analysis confirmed the effectiveness of the intervention, with a p-value of 0.000, which is well below the threshold alpha level of 0.05. the incorporation of english songs into the vocabulary learning process not only significantly improved students’ vocabulary mastery but also raised their interest and engagement levels. this study supports the use of musical component as a beneficial teaching aid in language instruction as well as pleasurable learning experiences. keywords educational mastery, experimental education strategies, learning frequency, pedagogical techniques, teaching effectiveness 1 ascencia business school, sharjah, uae * corresponding author’s e-mail: souhilamakhloufidjerah14@outlook.com introduction in the rapidly evolving landscape of education, new techniques are continually emerging to enhance the learning process and cater to the diverse needs of students. some of the innovative techniques that have gained traction in the field of education include personalised learning, project-based learning (pbl), (demink-carthew et al., 2022), blended learning, gamification, flipped classroom, virtual and augmented reality (vr/ar) integration, competency-based education (cbe), social and emotional learning (sel), data-driven instruction, and microlearning (alaidi et al., 2020). by incorporating these new techniques into the educational framework, educators can create dynamic and engaging learning environments that promote critical thinking, creativity, and lifelong learning skills essential for the 21st-century workforce (schulz, 2023). frequency strategies in the field of education refer to techniques and methods used to reinforce learning through repeated exposure to content or concepts (hall & lulich, 2021). these strategies are based on the principle that frequent and spaced repetition of material leads to better retention and comprehension. they are commonly used by educators to enhance student learning and memory (erdil-moody & thompson, 2020). some of the popular frequency strategies in education include spaced repetition, drill and practice, frequent quizzing and testing, interactive learning activities, micro-learning modules, regular feedback, and daily practice and review (buehl, 2023). by incorporating these frequency strategies into their teaching practices, educators can create a dynamic learning environment that supports students in acquiring, retaining, and applying knowledge effectively. these strategies can contribute to the development of strong foundational skills and a deeper understanding of academic concepts (lestari & wahyudin, 2020). literature review the totality of words that comprise a language is its vocabulary. first and foremost, learning vocabulary should be done before studying english skills (permana, 2020). one of the most crucial aspects of teaching any language is building vocabulary; students need to constantly learn new words as they practice the sound system and its structure (luo et al., 2019). upon observing the instructor at abu dhabi learning institute, the author discovered that the pupils’ memorisation skills for vocabulary are lacking. low vocabulary prior knowledge on the part of the students is the reason for this. furthermore, every student’s capacity for memorisation of vocabulary varies. in addition, the author discovered that pupils had poor vocabulary and pronunciation skills. the reason why students need to be proficient in pronouncing vocabulary is because english vocabulary differs from vowel pronunciation in bahasa indonesia (fadillah, 2020). the pupils then struggle to integrate their vocabulary into complete sentences. it results from the several word classes found in the english language, including noun, pronoun, verb 1, verb 2, verb 3, and helping verb, etc. (tambunsaribu & simatupang, 2021). pa ge 37 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 36-45, 2024 as a result, educators need to employ a variety of techniques to inspire their pupils to study english. in order for the kids to eventually become fluent in english, their teachers must find engaging and useful teaching methods (sari & aminatun, 2021). one such method is having them sing english songs. it is believed that they may do a great deal to help students become more capable, particularly in areas like speaking, listening, and vocabulary expansion (joraboyev, 2021). pronunciation skills are said to be directly impacted by singing english songs. this essay investigates the possibility that music can raise vocabulary achievement. from the phenomena, the researcher tried to improve student’s vocabulary; therefore, the aim of the research was to improve students’ vocabulary mastery by utilising english songs (rao, 2019). however, the researcher formulated a research question regarding how english songs enhance students’ mastery of vocabulary. a song is a type of music with phrases that are sung. in just a few rhymes, a song may teach you grammar, vocabulary, culture, listening comprehension, and a lot of other language abilities. on a hot and dull day, songs can also offer a soothing lesson (rosidah, 2022). music is widely appreciated across various stages of human life. since infancy, it has served as an integral component of our communication and being (suchý & rosová). during infancy, parental figures often utilise musical melodies as a tool to facilitate infant sleep. in early childhood, engagement with music commonly involves participation in singing, dancing, and reciting rhymes (sagita & ramlan, 2020). during adolescence, a significant portion of our exposure to music is attributed to the global influence of popular musical artists. subsequently, into adulthood, music remains ubiquitous, manifesting in diverse forms such as theatrical productions, cinematic experiences, news broadcasts, and televised content. notably, music serves as a catalyst for the expression and regulation of an array of human emotions across the spectrum of work and leisure activities (souheila). vocabulary mastery vocabulary skills included pronunciation, orthography(spelling), syntax (grammar) and meaning. pronunciation one of the factors that greatly influences vocabulary is pronunciation. “a person’s pronunciation is the way they say a word in a language.” for children to be able to distinguish the beginning and ending sounds of a word, as well as its stress pattern, they must be exposed to new words in different languages (pennington, 2021). the english and indonesian vocabulary are spoken differently, as sailun states: “every language has special phonemes.” english sounds different from malaysian and indonesian. as a result, students struggle with pronunciation (fadillah, 2020). there are several reasons why the students are struggling. naturally, the first explanation is that malaysia and indonesia do not produce all of the english sounds. ➢ university press. ur, p. gives his ideas for helping students’ pronunciation: ➢ phoning in on a teacher or a recorded example of a sound word or sentence ➢ speech recording of learners compared to a native model ➢ methodical education and explanation (including specifics about the makeup and function of the mouth’s parts) ➢ repetition of words, sounds, and sentences through imitation drill ➢ drill repetition on the chorus ➢ variable drill repetition ➢ slip of the tongue ➢ acquiring and using dialogue ➢ correcting oneself by listening to a tape of one’s speech orthography a language’s writing norms are referred to as orthography. it includes all of the conventions and symbols needed to write a certain language, including grammar, punctuation, and spelling. more broadly, the study of writing systems and their historical evolution is included in the field of orthography (izomovich & fazliddinovna, 2022). different languages may have unique orthographic conventions and systems, such as syllabaries, alphabets, or logographic systems. in order to ensure that spoken language is accurately represented in written form, to facilitate communication, and to maintain the integrity and continuity of a language, orthography is essential. since it is the foundation for reading, writing, and comprehension, it is an essential component of literacy and education (bakhranovna, 2021). syntax words include grammatical information; therefore, knowing words can help children learn grammar. this implies that this study is not giving up on grammar if place a high value on vocabulary. campbell, additionally, notes that if the vocabulary’s grammatical requirements do not clearly encompass it, it is necessary to teach its grammar (djurayeva et al., 2020). for example, when introducing a new verb, it is also important to provide its past form. it could observe if this is transitive or intransitive if it is irregular (think, thought). similarly, when teaching a noun, the teacher might want to point out to the pupils that it has no plural at all (advice, knowledge) or show the noun’s irregular plural form (mouse, mice). the instructor may use verbs like “want” and “enjoy” along with their corresponding verb forms (want to, enjoying), or they may use adjectives or verbs along with the prepositions that come after them (waugh et al., 2021). meaning/essence in the context of a young learner classroom, nation and cameron contend that the following methods can be pa ge 38 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 36-45, 2024 used to help students understand new words: objects, cutout figures, gestures, acting out an activity, photographs, drawings, or diagrams on the board, and illustrations from children’s books (danilović, 2022). the more mental effort a learner puts into understanding a new term, the more probable it is that the word and its meaning will stick in their memory. this is true even when it comes to learning new words in a foreign language. according to ur (1997:62), one way to determine the meaning is by translation, which involves finding words in the learners’ home tongue that have the same meaning as the lesson being taught. it can be concluded that mastery of vocabulary is indicated by proficiency in pronunciation, spelling, grammar, and understanding of meaning (putri & refnaldi, 2020). utilisation of songs as authentic listening material when creating resources for listening skills, using real materials is a crucial concern. a student has the opportunity to acquire the abilities necessary to understand and employ language that is frequently encountered in everyday contexts by using these listening resources (blaz, 2022). to assist students in becoming more proficient communicators, it is crucial to seize every chance to expose them to examples of genuine language usage. students need to be motivated while creating classes and instructional materials that develop their listening comprehension abilities (sagita & ramlan, 2020)¬. the easiest way to do this is to choose appropriate listening resources, such as using music as real material. students are stimulated and motivated to understand the curriculum when songs are used. when creating materials for listening skills, it is crucial to keep in mind that using authentic materials gives students the opportunity to practice understanding and using language that is frequently encountered in everyday life (ivone & renandya, 2019). as a result, whenever possible, try to provide students with examples of real language usage to help them become more communicatively competent. students need to be motivated while creating classes and instructional materials that develop their listening comprehension abilities (rao, 2019). the easiest way to do this is to choose appropriate listening resources, such as using music as real material. students are stimulated and motivated to understand the curriculum when songs are used. furthermore, it is believed that songs are a vital tool for teaching and learning english to speakers of other languages. individuals may learn many skills from the songs, including speaking, writing, listening, grammar, vocabulary, and especially listening (rao, 2019). curation of song selection the instructor should be aware of the type of song she will play in the classroom before incorporating it into the lesson plan. if the instructor wishes to incorporate music into her lessons, this is the issue. the issue of how to choose which songs to play in class can be resolved in one of two ways: either way, and students can bring their playlists to class. however, if the students are doing this, the instructor may wish to give them a day or two to devote themselves to the music and attempt to understand the lyrics. alternatively, you could pick older songs and ask the children if they still think the songs are good or not. teachers can then choose songs that they enjoy and that are relevant to the specific topic and subject matter. in this research, the writer selected a song used to improve students’ vocabulary entitled: “i am in need of music”. this is the lyric of the song i am in need of music that would flow over my fretful, feeling fingertips, over my bittertainted, trembling lips, with melody, deep, clear, and liquid-slow. oh, for the healing swaying, old and low, of some song sung to rest the tired dead, a song to fall like water on my head, and over quivering limbs, dream flushed to glow! there is a magic made by melody: a spell of rest, and quiet breath, and cool heart, that sinks through fading colours deep to the subaqueous stillness of the sea, and floats forever in a moon-green pool, since vocabulary is a component of all language skills, it is crucial. building one’s vocabulary is crucial to learning any language (schmitt & schmitt, 2020). the next step for a pupil is to grasp the vocabulary necessary for the language after they have mastered its basic grammatical patterns. no one ever masters all vocabulary in any language. for as long as people live, they will continue to acquire new words in addition to the ones that they already know and use for certain purposes. it should be abundantly evident that the goal of vocabulary acquisition for anyone learning a language as a second language is to become proficient in the language (sari & aminatun, 2021). based on the observed phenomena, an alternative method for enhancing students’ vocabulary mastery involves the use of songs. this approach is outlined in table 1 of the theoretical framework as follows: table 1: the theoretical framework of the research improving students' vocabulary mastery by using songs theory elements indicators (online english teacher for the british council: a structure for organizing a listening skills course) memorizing vocabulary the students are able to memorise the vocabulary of daily activities. pa ge 39 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 36-45, 2024 methodology study design this study employs a quantitative experimental design to determine the efficacy of using songs in vocabulary instruction for english language learning. the participants consisted of eighth-grade students from a learning institution in abu dhabi, uae. the students were divided into two groups: one was the experimental group, and the other was the control group. the participants in the group were randomly assigned to each group. selection criteria the study involved 54 students initially, selected on the basis of preliminary multiple-choice assessment designed to measure general vocabulary proficiency. a total of 40 students were selected randomly for the final sample and divided into two groups of 20 each, as shown in table 2. one was the experimental group, which was taught by using english songs and denoted by variable x, while the other one was the control group, which was taught by using the usual curriculum and denoted by variable y. both groups were given identical resources, and the same study purpose. the research design is depicted in the following figure. pronouncing vocabulary the students are able to pronounce the vocabulary of daily activities. (extended excerpt from "pronouncing vocabulary of geographical and personal names, 2018") using vocabulary in sentences the students are able to speak the vocabulary of daily activities in sentences. (online english teacher for the british council: a structure for organizing a listening skills course) table 2: the sample of the research sample n experimental 20 control 20 total 40 research scheme the study followed a pre-test and a post-test assessment design. figure 1: a pre-test and a post-test assessment design pre-test a 20-minute multiple-choice test consisting of 20 questions was conducted to determine a baseline for vocabulary mastery in both groups before the experimental treatment. post-test the mirrored format of the pre-test was used after the experimental interventions to compare and measure any change in vocabulary mastery. validity and reliability prior to the main study, a trial test was conducted with a separate cohort to determine the validity and reliability of the test items. this try-out also helped refine the test to better measure students’ understanding of vocabulary. pa ge 40 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 36-45, 2024 descriptive analysis descriptive analysis was conducted to provide a comprehensive overview of the participant’s performance at the initial level in both the experimental and control groups. it was determined by a pre-test using key statistical parameters such as mean, median, mode standard deviation, variance, range, minimum, and maximum scores for each group, which were included in the data collection. the mean, median, and mode were calculated to determine the average score. in contrast, the standard deviation and variance were calculated to discover the spread and dispersion of scores around the mean. additionally, the minimum and maximum values were recorded to specify the boundaries of the scores and the distance between the lowest and highest scores were determined by calculating range. these descriptive statistics are crucial for understanding variations within and between the groups, which supports further comparative analyses post-intervention. inferential analysis an independent sample t-test was employed for the inferential analysis to assess the effectiveness of vocabulary mastery between two distinct groups: one was exposed to english songs, while the other one was exposed to the conventional method. the levene’s test was performed before the t-test to assess the equality of the variance; the standard independent samples t-test version is appropriate. otherwise, a corrected t-test should be employed. based on the levene test’s positive outcomes on the t-test, the mean of the two groups was compared to determine the significant differences in the group means. this analysis involved calculating the t-statistics. furthermore, the statistical analysis of the t-test involved the determination of the mean difference, that is, the variation in group means the standard error of the difference, which indicates the accuracy with which the mean difference corresponds to the population mean difference, and the 95% probability interval of the difference, which offers a range that involved the expected true mean difference. hypothesis the study tested two hypotheses. ha there is a significant increase in students; ability to master vocabulary by using songs. ho there is no significant increase in students’ vocabulary mastery when using songs. data analysis the collected data was entered into an excel spreadsheet, and statistical package for social sciences (spss version 16.00; spss inc., chicago) was used to compare the performance of the two group. quantitative analysis was done for continuous variables. however, the p-value less than 0.05 was considered significant. result this study examined the effects of song usage on eighth-grade students’ vocabulary knowledge in listening classes. two tests were administered: a pre-test before the method of using songs to improve students’ vocabulary knowledge in listening classes was implemented and a post-test. the primary factors that influenced the use of songs in listening sessions to improve students’ vocabulary knowledge were examined. there were two variables: the variable that was independent was denoted by y, and the dependent variable was by x. table 3: the result of pre-test of the students’ ability in vocabulary mastery no. students experiment control score category score category 1 s-1 65 good 45 bad 2 s-2 50 bad 40 bad 3 s-3 65 good 55 bad 4 s-4 65 good 40 bad 5 s-5 45 bad 45 bad 6 s-6 50 bad 40 bad 7 s-7 40 bad 40 bad 8 s-8 45 bad 55 bad 9 s-9 40 bad 55 bad 10 s-10 55 bad 55 bad 11 s-11 40 bad 50 bad 12 s-12 45 bad 60 good 13 s-13 40 bad 50 bad 14 s-14 40 bad 65 good pa ge 41 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 36-45, 2024 15 s-15 55 bad 45 bad 16 s-16 55 bad 50 bad 17 s-17 55 bad 40 bad 18 s-18 50 bad 45 bad 19 s-19 25 bad 40 bad 20 s-20 50 bad 55 bad table 4: the result of post-test of the students’ ability in vocabulary mastery no. students experiment control score category score category 1 s-1 90 excellent 80 very good 2 s-2 85 very good 65 good 3 s-3 85 very good 75 good 4 s-4 80 very good 80 very good 5 s-5 85 very good 60 good 6 s-6 85 very good 65 good 7 s-7 90 excellent 60 good 8 s-8 95 excellent 70 good 9 s-9 80 very good 55 bad 10 s-10 85 very good 60 good 11 s-11 95 excellent 45 bad 12 s-12 80 very good 65 good 13 s-13 75 good 60 good 14 s-14 65 good 70 good 15 s-15 55 bad 60 good 16 s-16 80 very good 65 good 17 s-17 80 very good 60 good 18 s-18 85 very good 70 good 19 s-19 85 very good 45 bad 20 s-20 85 very good 55 bad the pre-test score for the experimental group was 975 overall, with 65 being the highest and 40 being the lowest, according to the table above. the control group’s pre-test score was 970 overall, with 65 being the highest and 40 being the lowest. additionally, the experimental group’s post-test score was 1645 overall, with 95 being the highest and 55 being the lowest. the post-test result for the control group was 1265 overall, with 80 being the highest score and 45 being the lowest. descriptive analysis the pre-test table for the experimental and control groups showed the following: in the experimental group, the range was 40, the minimum was 25, the maximum was 65, and the sum was 975. the mean was 48.75, the median was 50, the mode was 40, the standard deviation was 10.114, and the variance was 102.303. conversely, the control group had the following values: range was 25, total was 970, minimum was 40, and maximum was table 5: result of pre-test on experiment and control group statistics experiment group control group n valid 20 20 missing 0 0 mean 48.75 48.50 median 50.00 47.50 mode 40 40 std. deviation 10.114 7.626 pa ge 42 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 36-45, 2024 65. the values for the mean, median, mode, standard deviation, and variance were 48.50, 47.5, 40, and 58.158, respectively. the following information was obtained from the above table of the post-test for the experimental and control classes: in the experiment class, the mean was 82.25, the median was 85, the mode was 85, the standard deviation was 9.244, the variance was 85.481, the range was 40, the minimum was 55, the maximum was 95, and the sum was 1645. in contrast, the control class had the following values: mean: 63.25, median: 62.5, mode: 80, standard deviation: 9.497, variance: 90.197, range: 35, minimum: 45, maximum: 80, sum: 1265. inferential analysis the alternative hypothesis (ha) was approved based on the preceding table since the significant value was 0.000 more than alpha 0.05. thus, the use of songs had a major impact on the pupils’ mastery of vocabulary. variance 102.303 58.158 range 40 25 minimum 25 40 maximum 65 65 sum 975 970 table 6: the result of post-test on experiment and control group statistics experimental group control group n valid 20 20 missing 0 0 mean 82.25 63.25 median 85 62.5 mode 85 80 std. deviation 9.244 9.497 variance 85.481 90.197 range 40 35 minimum 55 45 maximum 95 80 sum 1645 1265 table 7: independent samples test levene’s test for equality of variances t-test for equality of means 95% confidence interval of the difference f sig. t df sig. (2-tailed) mean difference std. error differ ence lower upper vocabulary mastery equal variances assumed .230 .634 6.411 38 .000 19.000 2.964 13.001 24.999 equal variances are not assumed. 6.411 37.9 72 .000 19.000 2.964 13.000 25.000 pa ge 43 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 36-45, 2024 discussion frequency-based learning techniques are the techniques that improve information retention, understanding, and mastery by using cognitive psychological principles that suggest repeated exposure to learning content. the main objective of this study was to investigate the effectiveness of frequency-based learning techniques to enhance comprehensive understanding among students, with a focus on the pedagogical integration of music specifically english songs into language learning curricula. previous research has shown varying impact of music on learning. for instance, faroqi-shah et al (2020) demonstrated that language-related skills can be enhace by musical training (faroqi-shah et al., 2020). on the basis of this, the current study proposed that by integrating music in educational settings, cognitive functions such as vocabulary acquisition and retention can be effected. furthermore, the findings of this study aligned with sari and aminatun (2021), who revealed a compelling narrative about the role of music, particularly english songs, in enhancing the learning experience and vocabulary mastery among students (sari & aminatun, 2021). moreover, similar to the study of yuninda (2020), the findings of this study underscored the transformative impact of incorporating songs into educational practices, offering a comprehensive understanding of this dynamics process (yuninda, 2020). the investigation highlighted the significant impact of music on language learning and explained how songs’ melodic and rhythmic elements can be effective tools for improving pronunciation and vocabulary retention, a concept supported by cafuta (2016), who explored the phonetic benefits of musical education. students who actively participate in song lyrics and rhythm get a greater awareness of phonetic subtleties and a more comprehensive internalisation of word context (cafuta, 2016). because music is an interactive teaching tool, children are better able to appreciate linguistic nuances and develop a deeper, more sophisticated comprehension of the english language. furthermore, according to duinker (2020), it became clear that judicious song selection is essential to the effective incorporation of music into the educational process (duinker, 2020). the current study emphasised how important it is to match the subject material of songs with educational goals in order to make sure that the songs chosen are both curriculum-aligned and meet the unique language demands of the students. an approach that hirsh-pasek et al (2020), found revealed that engaging and dynamic learning environment that encourages active involvement and maintains students’ interest in language learning by including songs that are both culturally and thematically relevant (hirsh-pasek et al., 2020). through the use of music, teachers can introduce students to language usage in everyday situations and create an immersive, stimulating learning environment that extends beyond the walls of the classroom. in line with lestary (2019), songs’ dynamic interaction of melody, rhythm, and lyrics is a powerful tool for improving listening comprehension and developing a stronger bond with the language (lestary, 2019). this method helps students get a more sophisticated grasp of the socio-cultural contexts in which the language is enmeshed by fostering not only language proficiency but also cultural appreciation and empathy (nazarova, 2020). the research experimental design, which is typified by preand post-test evaluations, offers empirical support for the effectiveness of incorporating songs to improve students’ vocabulary mastery (isnaini & aminatun, 2021). the experimental group’s statistically substantial improvement over the control group’s performance is evidence of the transformative effect of music in supporting language acquisition. the study’s conclusions highlight songs’ potential as a tactical teaching tool, providing teachers with a flexible and interesting way to help students develop fluency in a wide range of languages and highlights the various advantages of include english songs in the curriculum for language development. it highlights how important music is in helping children become more fluent in language, comprehend different cultures, and participate actively in class (wahyuningsih & afandi, 2020). through the utilisation of music’s emotive and cognitive aspects, educators may establish a dynamic and immersive learning environment that fosters a strong and long-lasting bond with the english language. consequently, the study inspires teachers to use fresh and imaginative teaching strategies that capitalise on music’s transformative potential to enhance language acquisition and cultivate a passion for learning that lasts a lifetime (rowe & weisleder, 2020). conclusion following the exam, the vocabulary mastery test results for the students in the experiment class showed a very good level of 82.25, whereas the control class showed a decent level of 63.25. the alternative hypothesis (ha) was accepted in the inductive evaluation because the significant value was 0.000 more than alpha 0.05. as a result, singing to the class can help them learn terminology better. based on the data analysis’s findings, the abu dhabi learning institute’s students’ proficiency with vocabulary is significantly impacted by the use of songs. strengths and limitations the study may include some limitations, such as songs not covering a wide range of vocabulary, and it can be confusing for learners because some songs contain metaphoric language. however, this study emphasised its strengths by highlighting the level of student interest in learning language through music. listening to and singing along with songs can improve pronunciation and listening skills. moreover, detailed insights are provided in this study because it revolves particularly around the use of music for comprehensive understanding in the education field. pa ge 44 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 36-45, 2024 acknowledgments the authors would like to thank al ain university for supporting this research. reference alaidi, a., yahya, o., & alrikabi, h. 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(2020). the use of macromedia flash as a media in learning vocabulary at third grade of sdn pademawu barat iv pamekasan institut agama islam negeri madura]. pa ge 1 pa ge 85 american journal of education and technology (ajet) the effect of designing an interactive digital platform based on design thinking skills on developing awareness of edt among university students ahmed sadek abdelmagid1*, aseem mohamed ibrahim2, ahmed ali teleb3 volume 4 issue 1, year 2025 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v4i1.2455 https://journals.e-palli.com/home/index.php/ajet article information abstract received: january 31, 2023 accepted: march 01, 2024 published: february 08, 2025 the current research aimed to improve university students’ understanding of emerging and new digital technologies by developing an interactive digital platform. consequently, three groups of undergraduate students from king khalid university’s college of education were randomly selected. these groups were called the empirical group (consisting of 31 students who used the edx platform), the control group (consisting of 33 students who used the standard training strategy), and the second empirical group (consisting of 34 students who used the blackboard platform). the research findings were analyzed using the one-way anova test. the second research hypothesis was thus rejected because, after applying the measure of awareness of emerging digital technologies (edt), there was a statistically significant difference at the level (0.05) in the mean scores of the first empirical group (which used the edx platform), the second empirical group (which used the blackboard platform), and the control group (which used the standard procedure). the findings showed that university students’ awareness of edt increased higher when they utilized the edx platform than when they used the blackboard platform or the training strategy. keywords emerging digital technologies, design thinking, awareness, learning management system (lms), interactive digital platform 1 department of educational technology, faculty of education, king khalid university, saudi arabia 2 department of curriculum and teaching methods, faculty of education, king khalid university, saudi arabia 3 department of psychology, faculty of education, king khalid university, saudi arabia * corresponding author’s e-mail: ahmedsadekabdelmagid@outlook.com introduction interactive participation in education is crucial for institution success, especially in the era of technological advancements. in the fourth industrial revolution era, passive listening to lectures and taking notes could harm creativity and innovation among students and influence attitudes toward learning negatively. the concept of “cross-national education” is gaining popularity due to technological advancements, aiming to provide educational services through cooperation between educational institutions worldwide with similar goals (martin, 2018). this approach is based on modern, flexible methods and organizations, ensuring preparation, follow-up, planning, and implementation in line with international quality standards. one significant example of this is the widespread open digital courses, massive open online courses (moocs), which are university courses that include lectures, activities, assessments, and other educational materials. therefore, in 2008, the quality of education was improved when the university of manitoba introduced widespread digital courses for cost reduction. (hinnawi, 2018). the development of e-learning platforms for professional development is now offered by many open educational resources, including udemy, edx, coursera, and khan academy, as well as some arab platforms such as rwaq, edraak, and nafham. learning management systems (lms) are digital platforms used in higher education institutions (heis), including open-source and free moodle platforms and closed-source platforms like blackboard providing professional educational content (jalbout & farah, 2016; kameas et al., 2023; maican & lixandroiu, 2016). digital educational platforms, in combination with social networking and e-learning management systems, offer online services to assist students, teachers, and parents with interactive tools that offer improved delivery of educational content. therefore, for a comprehensive webbased system, these platforms are known for their safe and user-friendly interface (kiryakova-dineva et al., 2017). harvard, stanford, mit, and massachusetts institute of technology are among the top us universities that have successfully introduced moocs. in 2015, the edx platform offered over 500 courses across 40 colleges, while coursera offered over 1,000 courses across 112 universities, and over 7.1 million students participated in moocs in america (hinnawi, 2018). consequently, past studies highlighted the significance of designing educational platforms to meet desired learning outcomes for university students. it is specifically useful in developing economies where traditional systems are challenging to expand due to high material and human costs (alibraheim et al., 2023). similarly, another study focused on designing an educational platform based on participatory stories and recommended the necessity of providing digital platforms to deliver university courses encouraging students for effective learning and participation in online educational communities (faris et al., 2019). the research by holotescu et al. (2017) highlighted the importance of engaging open e-learning systems moocs among university students, concluding that these systems enabled the creation of innovative software for designing smart cities. arab universities continue to provide traditional majors that do not meet the demands of the labor market and do not adequately prepare pa ge 86 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 85-92, 2025 graduates for entry into the workforce, despite their interest over the past ten years in developing programmes and majors to help students progress (holotescu et al., 2017). therefore, university graduates have a far higher unemployment rate than other demographics. it indicates that arab institutions do not prepare their students and graduates to launch and advance their technical initiatives (maydi, 2023). therefore, modern and exciting emerging technologies that open up a wide field for technological innovation are significant for students, including robotics, big data analytics (bda), artificial intelligence (ai), and the internet of things (iot) (ghosh et al., 2018). research problem heis have not consistently invested in information and communications technology (ict) to capitalize on technological advancements, resulting in inadequate digital instructional content that fosters student innovation. in contrast to many industrialized nations that have made significant investments in ict has emerged as the primary tool for learners, allowing them to access material whenever, whenever swiftly, and however they choose for the public good. the instructor benefited from it by learning more about what he is teaching, and the guardian gained from it by being able to communicate with those who teach his children (al omar, 2018). the evolution of educational tools, approaches, and requirements is crucial to keep up with technological advancements that impact not only the subject matter but also the overall educational environment (miranda et al., 2021). higher education establishments are still acquainting themselves with new or developing digital technologies and comprehending the significance these technologies hold for society, the economy, and education. students, instructors, and administrators will find it simpler to use developing digital technologies effectively and beneficially the sooner they become interested in them; conversely, the later they become interested, the more challenging it will be to reap the benefits (khan & qudrat-ullah, 2021). in this regard, it can be concluded that college students are ignorant of the term “emerging digital technologies (edt)”, are unfamiliar with many of them, and are unsure of how to use them to their advantage in both their academic and personal lives (elnadeef & elneil, 2023). based on the gaps mentioned, the current research’s problem was determined to be king khalid university students’ inadequate understanding of new digital technologies and how to use them for instruction. in order to address this shortcoming, the current research aimed at developing awareness of edt among university students through designing a digital platform based on design thinking skills. the research emphasizes the importance of higher education officials being aware of the use of digital platforms in the classroom, offering a paradigm shift in distance learning, providing students with training sessions to enhance their digital technology knowledge, and encouraging students to use digital platforms for selflearning, communication, and idea sharing. the course material for king khalid university’s college of education’s “using computers in education” can be created, presented, shared, managed, and assessed using this interactive online learning environment. the goal is to help students gain an understanding of the latest digital technologies, including their tools, capabilities, and numerous interactive activities. awareness of edt is the understanding of the nature of contemporary technologies and how to use them to meet societal and educational demands by king khalid university college of education students. the grade that pupils receive on the scale designed for this purpose serves as the indicator. research question the research question addressed in this research is: 1. how does creating a digital platform using design thinking affect students at king khalid university’s college of education in terms of raising their knowledge of new and upcoming digital technologies? research hypothesis the goal of the current research is to confirm the following hypothesis: h1: there is no statistically significant difference at the level (0.05) between the average scores of the first empirical group that used the edx platform, the second empirical group, which used the blackboard platform and the control group (which used the usual strategy in training) in the post-application of the measure of awareness of edt. methodology the research employed a quasi-experimental methodology that involved creating control and empirical groups and applying performance measurements both before and after. the following steps were carried out to determine the efficacy of creating a digital platform for bachelor’s students at king khalid university’s college of education to improve awareness skills of edt: step 1: selection of the research sample three sets of bachelor’s degree candidates from king khalid university’s college of education made up the research sample, which was chosen at random: the first empirical group was trained through the platform (https://ahmedsadek.edunext.io) designed via (edx) platform. the second empirical group was trained using the blackboard learning management system. the third group used the traditional training strategy for the course “using computers in education-424 trb-2”. the research tools were pre-applied to ensure the equality of the groups, and table 1 below represents the computed results. in the pre-application of the awareness scale of edt, pa ge 87 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 85-92, 2025 there were no statistically significant differences between the first, second, and control groups. according to table 1, the “awareness scale for edt” has a computed (f) value of (0.705), which is not significant at the level (0.05). both sides of the calculation are significant, with a degree of freedom (2) representing the largest variance and a degree of freedom (95) representing the smallest variance. it demonstrates how the three groups’ levels of awareness of newly edt among king khalid university’s faculty of education students are equivalent. step 2: preparing research materials designing a learning environment based on e-learning platforms several earlier studies, were conducted to create a learning environment based on the digital learning platform using the generic addie design paradigm (almelhi, 2021; bąkała & bąkała, 2020; mexia et al., 2017). it was applied in this research as follows: the first stage: analysis at this stage, the following procedures were taken: ▪︎ identifying the overall goals of the educational setting by utilizing e-learning resources. the main objective of the digital learning platform-based learning environment at king khalid university’s college of education is to help bachelor’s degree candidates become more aware of and proficient with edt. ▪︎ identifying the attributes of students: in the first semester of the current academic year (19/2020 ad), king khalid university’s college of education is enrolling seventh-level bachelor’s students in “using computers in education 424, terb-2”. their familiarity with computers and internet networks is practically the same, and they both live in comparable environments. thirteen students were in the first empirical group, thirty-four students were in the second empirical group, and thirty-three students were in the control group. ▪︎ the college of education’s computer lab was utilized, demonstrating the capabilities of the learning environment. ▪︎ educational materials: each training topic was assigned five training units, along with behavioral targets that were specifically tailored to each unit. the second stage: design during the design phase, the following procedures are defined for the learning environment based on the digital learning platform: learning strategy, content, activities, and evaluation techniques. a comprehensive vision for the content, learning strategy, and activities is developed. procedural objectives of the learning environment based on e-learning platforms behavioral objectives were set for each of the training topics as follows: the first topic: emerging platforms and technologies after completing this lesson, the student should be able to: ▪︎ understand the platforms. ▪︎ describe the features of innovations. ▪︎ describe the most significant new technology. ▪︎ talk about how emerging technologies are advancing education. the second topic: designing interactive digital content after completing this lesson, the student should be able to: ▪︎ know about the digital content. ▪︎ explain the elements of digital content. ▪︎ use digital content authoring tools. ▪︎ designs digital content according to scorm standards. the third topic: designing educational websites after completing this lesson, the student should be able to: ▪︎ know the meaning of the educational website. ▪︎ explain website design specifications. ▪︎ know the drupal website design system. ▪︎ design a website on https://caramel.la. the fourth topic: digital walls after completing this lesson, the student should be able to: ▪︎ know what digital walls are. ▪︎ explain the importance of digital walls in education. ▪︎ design a digital wall. ▪︎ publish the digital wall. the fifth topic: word cloud after completing this lesson, the student should be able to: ▪︎ know what a word cloud is. ▪︎ explain the importance of word clouds in education. ▪︎ design a word cloud in his field of specialization. ▪︎ survey cloud words in a poll. the content of the participatory e-learning environment the content of the learning environment based on the learning platforms included the following topics: ▪︎ the first topic: emerging platforms and technologies. ▪︎ the second topic was digital content design. table 1: one-way anova of awareness scale of emerging technologies in pre-application tool variance source total squares degree of freedom average squares f calculated value significance level awareness scale of edt inter-group 4.585 2 2.293 0.705 0.479 intra-group 309.088 95 3.254 0 0 total 313.673 97 pa ge 88 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 85-92, 2025 ▪︎ the third topic was designing educational websites. ▪︎ the fourth topic: digital walls. ▪︎ the fifth topic is word cloud. the learning strategy and activities used in the digital platform environment based on the procedural objectives and the content of the learning environment, the learning strategy using the learning platform proceeded according to the following flowchart: learning strategy via the e-learning management system (blackboard) based on the procedural objectives and the content of the learning environment, the learning strategy proceeded using the e-learning management system “blackboard” according to the following flowchart: figure 1: flowchart of online learning strategy figure 2: flowchart for learning strategy via learning management system (blackboard) pa ge 89 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 85-92, 2025 evaluation methods a variety of assessment techniques were used, such as formative evaluation to drive student learning and provide feedback during each lesson and pre-evaluation to measure prior learning at the start of each session. after researching all of the training materials created in accordance with the digital learning platform, a final evaluation is conducted to ascertain the bachelor’s students at king khalid university’s college of education’s awareness of developing digital applications. step 3: development currently, studies are using a few computer programs to create training materials that assist college of education students in becoming aware of and proficient with new digital technologies. these websites and programs that are the most well-known are as follows: blackboard learning management system video scribe program https://www.edx.org platform https://answergarden.ch website https://ar.padlet.com articulate storyline program step 4: implementation at this stage, the digital content was published on the edx platform through the link (https://ahmedsadek. edunext.io) in order to research the content of the “using computers in education” course. it also explained how to access the platform and the tasks required to be performed. step 5: evaluation at this point, a group of experts in “educational technologies” were shown the material of the e-learning platform. after examining all of the instructional materials among the research group students, the measurement instruments for the awareness of new digital technologies in education were also implemented. the third stage: preparing performance measures awareness of edt scale the awareness scale for edt was prepared according to the following steps: analyzing the purpose of the scale the scale’s goal is to gauge college of education students’ level of understanding regarding new digital technologies. through a training program based on the digital learning platform, this scale has three dimensions: identifying the edt, applications of edt in education, and difficulties of edt. scale items the scale consists of three dimensions, represented in table 2. table 2: items and dimensions of scale in its initial form s dimension phrases 1 what are edt 11 2 applications of edt in education 16 3 challenges of edt 11 total 3 38 scale adjustment presenting the initial form of the scale to a group of arbitrators the scale was completed and then presented to a committee of experts in the fields of psychology and educational technology. their opinions clarified the scale’s applicability for the intended use while removing and rephrasing several of the scale’s phrases, including “edt will help combat corruption in the first dimension” and “credibility of data obtained from edt in the third dimension.” exploratory application of the scale a survey sample of twenty-two bachelor’s students from king khalid university’s college of education was administered to assess the scale for measuring expressions’ language and academic appropriateness. their answers demonstrated that the statements on the scale were appropriate and free of any linguistic or intellectual difficulty. internal consistency of the scale (statistical validity) table 3 below represents the correlations determined between the entire scale dimensions and the total score: table 3: the correlation coefficient matrix dimension what are edt applications of emerging technologies in education challenges of emerging technologies what are edt 1 applications of edt in education 0.73 1 challenges of edt 0.19 0.32 1 the entire scale *0.78 *0.86 *0.70 pa ge 90 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 85-92, 2025 table 3 above concluded that the correlation coefficients for the first, second, and third dimensions with the entire scale are respectively equal to 0.78, 0.86, and 0.70, which are all statistically acceptable and significant values. it suggests that the scale’s dimensions measure the same thing as the scale as a whole, demonstrating the validity of both the scale and its dimensions. calculating the average time of the scale the scale time was calculated by finding the average of the times of all students, each according to their speed, and it was approximately equal to (35) minutes. calculating scale reliability after presenting the scale to a group of arbitrators and piloting it on (22) students, cronbach alpha was used to compute the scale reliability, which was calculated approximately equal to (0.81), showing an appropriate reliability coefficient. the final form of the scale after formulating the scale and adjusting it statistically, the scale became valid for the final application. findings and discussion the following research issues were addressed after keeping an eye on the student’s performance on the postapplication awareness of developing digital technologies measure and making necessary adjustments: the response to the first query, which asks: how does creating a digital platform using design thinking affect students at king khalid university’s college of education’s knowledge of future digital technologies? the following research hypothesis was tested to answer this question: “there is no statistically significant difference at the level (0.05) between the average scores of the first empirical group that used the edx platform, the second empirical group used the blackboard platform, and the third group (which used the usual strategy) in the post-application of the measure of awareness of edt. the statistical technique of “one-way analysis of variance (one way anova)” was used to test the validity of this hypothesis and to compare the scores of the three groups in the awareness scale of edt. table 4 shows the results of applying one-way anova. table 4 demonstrates that the computed value of (f) table 4: one-way anova of awareness scale of emerging technologies in post-application tool variance source total squares degree of freedom average squares f calculated value significance level awareness scale of edt inter-group 1230.183 2 615.091 *12.573 0.001 intra-group 4581.817 95 48.230 total 5812.000 97 is (12.573) at the significance level (0.05), the degree of freedom (2) for the highest variance and the degree of freedom (95) for the smallest variance, as well as the significance of both sides. it suggests that after applying the awareness scale of developing digital technologies, statistically significant differences were observed between the first, second, and control groups. the second research hypothesis was thus rejected because, after applying the measure of awareness of edt, there was a statistically significant difference at the level (0.05) in the mean scores of the first empirical group (which used the edx platform), the second empirical group (which used the blackboard platform), and the control group (which used the standard procedure). table 5 below illustrates the application of the scheffe test to determine the direction of this discrepancy. table 5: scheffe test results for mean differences between the three groups the groups first group second group third group the first group 0 the second group *5.99 0 the thirds group *8.57 2.58 0 * significant at level 0.05 table 5 makes this evident: the first empirical group scored higher than the second empirical group, with a significant difference between the two groups scores. their average is higher than the second empirical group’s average, which is (63.97). their average is (69.97). additionally, table 5 demonstrates that there is a difference between the first empirical group’s scores and the control group’s scores, with the first empirical group’s mean being higher at 61.39 than the control group’s. the researchers believe that the previous result could be due to the following: ▪︎ the edx platform encompasses the utilization of contemporary educational applications, including cloud computing, ai, and interaction with king khalid university’s e-learning platform, https://kkux.org. these applications, which focus on modern applications like bda, design thinking, ai, and the iot, have all contributed to raising students’ awareness of edt in the pa ge 91 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 85-92, 2025 college of education. ▪︎ the educational platforms’ philosophy is grounded in social constructivism theory, as demonstrated by the students’ utilization of bar codes via the website (https:// www.qr-code-generator.com) for data recording and sharing. students were able to understand one of the new digital tools in education because of this. ▪︎ university libraries have implemented iot apps that provide a connection between a student’s checked-out books, mobile phone, and national identification document. ▪︎ every student in the research sample is interested in growing personally and exploring new areas, and the edx platform caters to their pursuit of new knowledge in the realm of technology. as a result, this setting contributed to the college of education students’ increased knowledge of developing digital technology. academic and practical significance of the research results table 6 explains the practical or applied importance of the research results by finding the effect size of the independent variable on the dependent variable (•)1 . table 6: the academic and applied importance of the research results independent variable dependent variable total squares /gross total effect digital platform design awareness of edt 0.21 significant it is clear from table 6 that the size of the effect of using digital platforms in developing awareness skills of edt in education is (0.21), which is a large percentage. the findings demonstrated that, when it came to raising awareness of new digital technologies, the students in the first empirical group who utilized the edx platform had a higher and statistically significant capacity than the students in the second group and the control group. it indicates that students who trained via the blackboard platform or the conventional methods did not profit as much from the edx platform as did the students in the first empirical group. it might be a result of the edx platform’s use of contemporary technology and its provision of teachers with useful examples of iot uses in the library sector and in the areas of creating “barcodes” and student-to-student information exchange. students’ understanding of new digital tools in education increased as a result of all of this. the findings of this investigation align with previous literature findings as well (faris et al., 2019; lattabi, 2018). limitations and future research the current research is limited to training on practical projects such as emerging platforms, interactive digital content, educational websites, digital walls, and word cloud, the course “education with computers – 424 trp2”, and measuring awareness of new digital technologies using a scale. the research suggests implementing a learning platform-based training program in the future to enhance university students’ digital leadership skills, creating an online learning environment using design thinking for digital platform design proficiency, and creating a course on iot applications to prepare students for future digital transformation and digital transformation. recommendations based on the results of the current research, the following can be recommended: ▪︎ increasing university students’ understanding of contemporary digital technologies and their potential educational benefits is an important area of focus. “iot applications,” “smart education,” “bda,” and 3d printing are a few of the most well-known. ▪︎ educators must receive training on e-learning platforms so they can facilitate open communication and information sharing among their students, thereby fostering the development of their inventive talents in the classroom. conclusion the research aimed to enhance students’ awareness of edt in education through the design of an interactive digital platform at king khalid university. the research hypothesis tested was that there was no significant difference between the average scores of the first empirical group using the edx platform, the second empirical group using the blackboard platform, and the third group using the standard procedure. however, the results showed that the first empirical group scored higher than the second group, with a significant difference between their scores. the edx platform utilized contemporary educational applications, such as cloud computing, ai, and interaction with king khalid university’s e-learning platform, which contributed to raising students’ awareness of edt. the platform’s philosophy was grounded in social constructivism theory, as demonstrated by the students’ utilization of bar codes via the website. university libraries implemented iot apps, and the platform caters to students’ interests in growing personally and exploring new areas. the academic and practical significance of the research results was found to be significant, with the first empirical group having a higher and statistically significant capacity to raise awareness of new digital technologies. acknowledgements the studies would like to extend their thanks and appreciation to the deanship of scientific research at king khalid university as this research was supported by the large research groups program at the deanship of scientific research king khalid university saudi arabia (no.: g.r.p 419-1444). pa ge 92 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 85-92, 2025 references al omar, b. o. 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(2021). the core components of education 4.0 in higher education: three case studies in engineering education. computers & electrical engineering, 93, 107278. pa ge 1 pa ge 62 american journal of education and technologies (ajet) creative writing curriculum in the selected senior high schools in the division of quezon: a groundwork for a teaching guide ranilo h. pardito1* volume 1 issue 2, year 2022 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v1i2.511 https://journals.e-palli.com/home/index.php/ajet article information abstract received: august 20, 2022 accepted: september 05, 2022 published: september 08, 2022 the study assessed the level of effectiveness of creative writing curriculum guide used by teachers of senior high school in the division of quezon. specifically, the study assessed the level of effectiveness of creative writing curriculum guide in terms of: content standard, performance standard and learning competency. the study used descriptive research design in the presentation of the findings of the study and purposive sampling in the selection of the respondents. there were 30 senior high school teacher-respondents from the selected national senior high schools. although the findings show that the respondent’s assessments on the creative writing curriculum guide in terms of content standard, performance standards and learning competencies were moderately effective, there is still a need for improvement in the performance standards based on the general weighted mean. the finding shows that majority of the senior high school students, 532 or 43.04% obtained satisfactory performance. from the interview, the following challengers emerged: inappropriate activities/task, learning material not fitting/confusing, limited time, no teacher’s guide, lack of laboratory rooms, wi-fi and library, ratio of teachers with students, and no monitoring of implementation. there was significant relationship between teachers’ strategies in teaching creative writing and content standards, performance standards and learning competency. based on these, the following are recommended: strict monitoring on the implementation of the curriculum guide be made to address the needs of the teachers and the students. the authority can use the findings of this study to determine further improvement in teaching creative writing and develop the learning competencies of the students as well as improving teacher’s performance. the proposed creative writing teaching guide can be a great help for teachers in meeting the challenges in teaching creative writing. keywords assessment, creative writing, curriculum guide, groundwork, teaching guide 1 kasetsart university, college of education kamphaeng, saen district, nakhon pathom,thailand. * corresponding author’s e-mail: ranipardito@gmail.com introduction traditionally, creative writing is an art of sorts the art of making things up. it is writing done in a way that is not academic or technical but still attracts an audience. creative writing can for the most part be considered any writing that is original and self-expressive. the department of education (deped) 2013, k-12 basic education curriculum senior high schoolacademic track for grade 11 and 12 creative writing aims to develop practical and creative skills in reading and writing; introduce students to the fundamental techniques of writing fiction, poetry, and drama; and discuss the use of such techniques by well-known authors in a variety of genres. each class was devoted to the examination of techniques and to the workshop of students’ drafts toward the enrichment of their manuscripts. students learn how to combine inspiration and revision, and to develop a sense of form. ruiz (2012), deped assistant secretary for programs and projects said that school year 2016-2017 would be the first grade 11 under the k-12. based on this new program in the deped the new curriculum was introduced where each subject area has its curriculum guide to be used by the teachers. the creative writing course of the senior high school aims to develop practical and creative skills in reading and writing; introduce students to the fundamental techniques of writing fiction, poetry, and drama; and discuss the use of such techniques by wellknown authors in a variety of genres. the present curriculum guide in creative writing serves as a structured document of the teachers in senior high school. in the first column of the guide presents the content that composed of six important topics such as creative writing (imaginative writing, vs. technical/ academic / other forms of writing, sensory experience, language, sample works of well-known local and foreign writers) reading and writing poetry, reading and writing fiction, reading and writing drama, the creative work in literary and/or sociopolitical context and the final output. for poetry, fiction, and drama, the workshop proper is highly encouraged. critiquing of the learner’s own work and his/her peers’, leading toward revision, is necessary in preparation for the final output. time allotment may be adjusted based on the learner’s phase and capacity. this paper shows on a textual evaluation of the existing curriculum guide in senior high school creative writing under the newly implemented k to 12 basic education program in the philippines. the study underscores the importance of involving classroom teachers in the processes of creating, selecting, and evaluating curriculum materials, which are considered integral phases in the language-curriculum-development process. thus, no guide will be perfect, will ever be finished product cast in stone, will be free from criticism, however, to be effective, a guide must earn acceptance by teachers and must be deemed educationally valid by parents and the https://doi.org/10.54536/ajet.v1i2.511 mailto:https://journals.e-palli.com/home/index.php/ajet%0d?subject= pa ge 63 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(2) 62-71, 2022 community at large (connecticut state department of education, 2010). it is also important to reexamine the kind of curriculum that was taken by the respondents during their formative stage, if creative writing subject is included in their academic program. it cannot be denied that creative writing was only integrated in literature subjects in the past but as an independent subject it had never been given emphasis. in writing any literary piece, production is the common way either in written or oral, so a teacher should be an expert. besides creating is among the highest level of critical thinking, a teacher should have an exceptional talent related to this course; have abundance of experiences particularly in composing these crafts. any creative writing teacher should be full of imagination and can use his/her heart and mind to influence his/her students. literature review the numerous related literature and studies cited in this present study provided insights and some relevant information on the assessment of the creative writing curriculum guide for senior high school. although there are similarities with the present study, the direction either focused on students, teachers and curriculum. for example, according to bennett, et al (2008) creative writing can be defined as the study of writing (including poetry, fiction, drama, and creative non-fiction) and its contexts through creative production and reflection on process. by writing we mean not only books and other printed materials, but also scripted and unscripted performances, oral and recorded outputs, and the variety of forms possible in electronic, digital, and other new media. creative writing can use any form or genre of writing as an exemplary subject of study, but the productions of creative writing tend not to be informational, but imaginative interpretations of the world that invite the complex participation of the audience or reader. montemayor, jr., v benigno c. (2019), also made an assessment of the effectiveness of instruction in the creative writing elective at the philippine science high school main campus primarily based on the quarterly periodic examination (which are based on novels) results of the cw students, however the focused was on the instruction. on teaching guide, rodriguez (2018) adduces that the teacher’s guide has been developed with the knowledge that there are teachers with little teaching experience as well as teachers with many years of experience. it offers a step-by step outline for how to work through every lesson. therefore, the primary aim of the teacher’s guide is to provide teachers, whatever their background, with guidance and suggestions so that they can create successful lesson plans that fulfill their students’ needs. in this way, even the least experienced teacher can teach each lesson successfully, and more experienced teachers can make use those activities in the guide that are suitable to their context, with the freedom to deviate from the teacher’s guide as they see fit. the present study also intends to propose teaching guide but focused on creative writing for senior high school students. materials and methods the current research utilized the descriptive research design in the assessment of the creative writing curriculum guide. although descriptive research has only one meaning, several authors have defined it in their own ways. some of the definitions are: aquino (1974) defines descriptive research as fact-finding with adequate interpretation. for manuel and medel (1976) descriptive research is a method that describes what is. descriptive research is defined by best & kahn (1998) in this way: it describes and interprets what is. it is concerned with conditions of relationships that exist; practices that reveal; beliefs, processes that are going on, effects that are being felt, or trends that are developing. this study was conducted in selected national senior high schools in the division of quezon, region iv-a. the study used purposive sampling in the selection of the respondents. among the national senior high schools from the division of quezon, region iv-a, the researcher selected schools offering creative writing. there were 17 national senior high schools offering creative writing and 30 teachers given assignment to teach the subject. the researcher requested approval for the conduct of the study from the schools division superintendent of quezon. before administering the study, the researcher prepared a questionnaire based on the k to 12 curriculum standards validated by english professors/experts. the researcher utilized a survey adopted from the present k-12 curriculum guide for senior high school, academic track. it was modified as per recommended by validators, school principal, k-12trainers and college professors of creative writing in terms of presentation and scaled used. the study made use of content-validated, reliabilitytested, to extract the quantitative databases needed to answer the research questions. the survey-questionnaire consisted of three (3) parts. mathematical expressions and symbols the researcher considers the following statistical tools in order to evaluate the creative writing curriculum guide for senior high school. 1. mean. to determine the extent of responses of the respondents mean is used. the formula is as follows: x =(∑fx)/n where: x =mean ∑x= sum of scores n=number of respondents 2. percentage. it is used to identify the most common strategy used by the teachers based on the demand of the curriculum guide and the most challenging problem encountered by the teachers in implementing the creative writing curriculum guide. the formula is shown below. https://journals.e-palli.com/home/index.php/ajet pa ge 64 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(2) 62-71, 2022 p = (f / n) 100 where: p = percentage f=frequency n=total number of respondents 3. for the test of significant relationship, pearson r test of relationship formula was used: results and discussion assessments of teachers on the creative writing curriculum guide in terms of content standard, performance standard and learning competency. table 1 shows the respondent’s assessments on creative writing curriculum guide in terms of content standard, performance standards and learning competency. based on the respondent’s assessments on the creative writing curriculum guide in terms of content standard, the curriculum guide used in creative writing is “moderately table 1: assessments of teachers on the creative writing curriculum guide in terms of content standard content standard wm vi 1. imaginative writing the learners have an understanding of imagery, diction, figures of speech, and variations on language 2.43 moderately agree 2. reading and writing poetry the learners have an understanding of poetry as a genre and how to analyze its elements and techniques 2.35 moderately agree 3. reading and writing fiction the learners have an understanding of fiction as a genre and are able to analyze its elements and techniques 2.40 moderately agree 4. reading and writing drama the learners have an understanding of drama as a genre and are able to analyze its elements and techniques 2.00 moderately agree 5. the creative work in literary and/or sociopolitical context the learners have an understanding of the different orientations of creative writing 2.30 moderately agree over-all mean 2.30 moderately agree moderately effective legend: disagree / not effective (1.00 – 1.49), moderately agree/moderately effective (1.50 – 2.49), agree/effective (2.50 – 3.49), strongly agree/very effective (3.50 – 4.00) effective” with an over-all mean of 2.30. the deped k to 12 basic education curriculum for senior high school-academic track in creative writing is for both grades 11 and 12. the curriculum guide is quite comprehensive—it does not only present the content but also the content standard, performance standard, and learning competency. the content does not identify focal literary works but particularizes on learning topics. for example, in “reading and writing poetry,” there are three subtopics, namely elements of the genre, elements for specific forms, and other experimental texts. these subtopics are further outlined into two (sometimes three) more levels. table 2: assessments of teachers on the creative writing curriculum guide in terms of content standard performance standard wm vi 1. imaginative writing the learners can produce short paragraphs or vignettes using imagery, diction, figures of speech, and specific experiences. 2.49 moderately agree 2. reading and writing poetry the learners can produce a short, well-crafted poem 2.45 moderately agree 3. reading and writing fiction the learners can produce at least one striking scene for a short story 2.50 moderately agree 4. reading and writing drama the learners can compose at least one scene for a one-act play that can be staged. 2.50 moderately agree 5. the creative work in literary and/or sociopolitical context the learners can produce a craft essay on the personal creative process deploying a consciously selected 2.00 moderately agree over-all mean 2.39 moderately agree moderately effective legend: disagree / not effective (1.00 – 1.49), moderately agree/moderately effective (1.50 – 2.49), agree/effective (2.50 – 3.49), strongly agree/very effective (3.50 – 4.00) https://journals.e-palli.com/home/index.php/ajet pa ge 65 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(2) 62-71, 2022 table 2 illustrates the respondent’s assessments on the creative writing curriculum guide in terms of performance standard. based on the respondent’s assessments on the creative writing curriculum guide in terms of performance standard, the curriculum guide used in creative writing was “effective”. according to the department of education (2020), expectations for instruction, assessment, and student work are called performance standards. these incorporate content standards and define the level of work that demonstrates achievement of the standards. performance standards isolate and identify skills needed for problem-solving, reasoning, communicating, and making connections with other information. they provide all constituents with the evidences that students have met the content standards, helping teachers define what level of work is satisfactory table 3: assessments of the teachers on the creative writing curriculum guide in terms of learning competency learning competency wm vi 1. imaginative writing 1.1. differentiate imaginative writing from other forms of writing 1.2. cull creative ideas from experiences 1.3. utilize language to evoke emotional and intellectual responses from readers 1.4. use imagery, diction, figures of speech, and specific experiences 1.5. read closely as writers with a consciousness of craft 2.45 moderately agree 2. reading and writing poetry 2.1 identify the various elements, techniques, and literary devices in poetry 2.2 determine specific forms and conventions of poetry 2.3 use selected elements of poetry in short exercises 2.4 explore innovative techniques in writing poetry 2.5 write a short poem applying the various elements, techniques, and literary devices 2.40 moderately agree 3. reading and writing fiction 3.1 identify the various elements, techniques, and literary devices in fiction 3.2 determine various modes of fiction 3.3 write journal entries and other short exercises exploring key elements of fiction 3.4 write short scene applying the various elements, techniques, and literary devices 2.40 moderately agree 4. reading and writing drama 4.1 identify the various elements, techniques, and literary devices in drama 4.2 understand intertextuality as a technique of drama 4.3 conceptualize a character/setting/plot of a one-act play 4.4 explore different staging modalities vis-à-vis envisioning the script 4.5 write short exercises involving character, dialogue, plot, and other elements of drama 4.6 write at least one scene for one-act play applying the various elements, techniques, and literary devices 2.30 moderately agree 5. the creative work in literary and/or sociopolitical context 5.1 situate the creative work in literary and/or sociopolitical context 5.2 demonstrate awareness of and sensitivity to the different orientations of creative writing 5.3 write a craft essay 2.00 moderately agree over-all mean 2.31 moderately agree moderately effective based on table 3 the assessment on the creative writing curriculum guide of the teachers’ respondents with regard to the aspect of learning competency had a verbal interpretation of “moderately effective” with a weighted mean of 2.31. as to the statement that students recognize the creative writing structure from other types of writing, richards (1990) draws attention that writing is a requirement at every level of the students’ academic pursuit and is not entirely limited to language and literature. this serves the objective of writing programs, which is to enable the students to produce different kinds of writings. therefore, creative writing helps to enhance learners’ general writing skills. table 4: performance of the students in creative writing score performance level final grade creative writing f % 95-100 outstanding 10 .81 88-94 very satisfactory 279 22.57 81-87 satisfactory 532 43.04 https://journals.e-palli.com/home/index.php/ajet pa ge 66 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(2) 62-71, 2022 75-80 fair 346 28 65-74 poor 69 5.58 total no. of students 1236 100% average grade 80.33 very satisfactory sd 4.53 students’ performance in creative writing based on the final grade table 4 shows the performance of the 1236 students from selected senior high schools enrolled in creative writing based on the general weighted average in the final grading period. the table shows that majority of the senior high school students, 532 or 43.04% obtained grades between 81 to 87 or satisfactory performance in creative writing. this was followed by 346 or 28% of senior high school students with grade between 75-80, fair performance level in creative writing subject. there were also senior high school students with outstanding and very satisfactory performance level in creative writing, 10 or .81% and 279 or 22.57%, respectively. only 69 or 5.58% of senior high school students who go grades between 65-74 or poor performance level in creative writing subject. in comparison with the statement of hale (2008) and was quoted by razalan (2011), creative writing is anything where the purpose is to express thoughts, feelings, and emotions rather than to simply convey information. writing of any sort is hard, but rewarding work. being creative can also be difficult and challenging at times, but immensely fun. this helps as an inspiration for the study for the great hopes of the teacher are still there focusing the needs of creative writing students. table 5: strategies used by the teachers in teaching creative writing teaching strategies wm vi 1. imaginative writing 1.1 i develop several brainstorming activities for my creative writing class. 4.20 often 1.2 i use reading aloud to my students for the pleasure of hearing their own work and of getting and giving feedback. 4.00 often 1.3 i allow students to choose their own genres and topics in response to guided prompts to stimulate ability to write. 4.23 often 1.4 i use word games to spice-up creative writing lessons. 3.83 often 1.5 i use word banks to develop creative writing skills of my students. 3.70 often 2. reading and writing poetry 2.1 i use quick writes that involve jotting down everything about a topic that students know. 4.03 often 2.2 i ask students to use rough draft which focus is on finishing. 4.30 often 2.3 i introduce picture prompts and/or writing prompts. 4.00 often 2.4 i use socratic method for actively engaging students with the critical thinking process. 3.73 often 2.5 i frequently ask students to take the opening and closing line of a story or poem, carve out the middle, and write a new poem or story. 3.53 often 3. reading and writing fiction 3.1 i use visualization (or storyboarding) to distinguish fiction from nonfiction 3.97 often 3.2 in all writing, fiction and nonfiction, writing needs to go through final editing, so i use this strategy for my student. 4.23 often 3.3 i create a writing contest where students compete not only against each other but also their peers online too. 3.30 sometimes 3.4 one of the easiest strategies i use to get students writing is to give them a story starter or writing prompt. 3.83 often 4. reading and writing drama 4.1 i use outlining to keep the writer/student focused on moving the writing forward. 4.07 often 4.2 i ask my students to complete the page in their jotter with as many pieces of detail as they can for their own character. (characterization) 3.73 often 4.3 i use narrative distance for the students to experience the character's thoughts. 3.73 often 4.4 i use workshop to motivate students to be creative and responsible in their own learning. 3.63 often 4.5 i ask my students group themselves into teams of two, and each student take turns writing down what the other person says. (peer talks) 3.57 often 5. the creative work in literary and/or sociopolitical context 5.1 i emphasize the importance of research in my class for they can be reused and shared between the genres— they can use it when they think to write. 4.13 often 5.2 i use journal writing in my class because it is also very helpful at the beginning stages, in getting and developing ideas 3.97 often https://journals.e-palli.com/home/index.php/ajet pa ge 67 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(2) 62-71, 2022 5.3 i find video clips of a writer whose work they are using as a model in the class 3.83 often 5.4 through audio transcription my students may print out what they just wrote, and use that as their first draft. 3.10 sometimes grand mean 3.84 often common strategies used by the teachers in teaching creative writing based on the present curriculum guide based on the k-12 basic education creative writing course for senior high school (2014) under the academic track, that students should develop competency in creative skills in terms of: imaginative writing, reading and writing poetry; reading and writing fiction, reading and writing drama and creative work in literary and/or socio-political context. the teachers shared the common strategies they used in teaching creative writing in the absence of the teaching guide. based on the profile of the teachers, not all teachers specialized in creative writing. however, some of the teachers have specialization in english and linguistic with more than three (3) years of experience in teaching english and other subjects. table 6: relationship between assessment of the teachers in the creative writing curriculum guide and the common strategies they used common strategies indicators strategies description p-value decision remarks content standard 0.444 substantial correlation 0.014 reject ho significant performance standard 0.369 low correlation 0.045 reject ho significant learning competencies 0.450 substantial correlation 0.013 reject ho significant relationship between teachers assessment of the creative writing curriculum guide and the common strategies they used based on the result, content standard, performance standard and learning competency have significant relationship with common strategies used by the teachers since the p-value are 0.014, 0.045, and 0.013, respectively, which is less than the level of significance (0.05). therefore, the researcher has sufficient evidence to conclude that there is significant relationship between the assessment of the teachers in the creative writing cg and the common strategies used by the teachers. moreover, since the substantial correlations that exist on content standard, performance standard and learning competencies are positive; this means that these three indicators are directly related to the common strategies used by the teachers. challenges encountered by creative writing teachers using the curriculum guide the teacher-respondents identified the following challenges: unavailable teaching guide unappropriated activities/tasks, insufficient authentic language, learning materials not fitting, confusing, limited time, lack of laboratory and equipment. other challengers were: language tasks in the curriculum guide do not match the need to develop learners’ multilingual, multicultural, and media-literacy skills. on objectives, the teachers found them and stated in a language not clear for both teachers and learners. finally, the format of the curriculum guide presented, the teachers responded that confused the teachers and did not directly establish an affinity with other important materials such as the modules provided by the deped. the proposed applicable teaching guide for creative writing in senior high school because the present curriculum guide in creative writing has no existing teaching guide the researcher attempts to develop a teacher’s guide related to the most essential learning competencies passed by the deped that can be used in senior high school. conclusions based on the findings, the following conclusions were drawn: the existing creative writing curriculum guide needs further improvement in the three categories: of content standard, performance standards and learning competency as revealed by a moderately effective assessment. majority of the senior high school students grades in the creative writing subject clustered along 81 to 87 or satisfactory performance. the teachers shared the common strategies they used in teaching creative writing in the absence of the teaching guide. the teachers of creative writing were challenged by: inappropriate activities/task, learning material not fitting/confusing, limited time, no teacher’s guide, lack of laboratory rooms, wi-fi and library, ratio of teachers with students, and no monitoring of implementation. there was significant relationship between teachers’ strategies in teaching creative writing and content standards, performance standards and learning competencies. the proposed guide in teaching creative writing may be of great help to teachers. based on the findings and conclusions, the following are recommendations given: firstly, strict monitoring on the implementation of the curriculum guide be made to address the needs of the teachers and the students. the school principals and heads can use the findings of this study to determine further improvement in teaching https://journals.e-palli.com/home/index.php/ajet pa ge 68 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 1(2) 62-71, 2022 creative writing and develop the learning competencies of the students. the strategies used by the teachers may be used as reference in crafting teaching for creative writing. the department heads should address or solve the challenges of the teachers in teaching creative writing. since there is a relationship in the teacher’s assessment of the curriculum guide and strategies used by the teachers, this can be a great help in improving the teacher’s performance as well as the learning competency of the students through a teaching guide. implementation the use of principals and heads of the english department may of creative writing teaching guide which can be a great help for teachers in meeting the challenges in teaching creative writing as crafted by the researcher. lastly, future researchers to conduct similar studies along teaching effectiveness in english. references adam, a. a. s., & babiker, y. o. 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(2016, november 21). retrieved from https://study.com/academy/ lesson/what-is-a-curriculum-guide.html//c:/users/ ranilo/downloads/creative%20writing%20about/ writingcreativepage.pdf file:///c:/users/ranilo/ downloads/teachers%20guide%20about/a%20 teacher’s%20guide%20to%20the%20 signet%20classic%20edition%20of.pdf © 2020 seaworld parks & entertainment. https:// seaworld.org/teachers/guides/ https://journals.e-palli.com/home/index.php/ajet pa ge 1 pa ge 12 8 american journal of education and technology (ajet) designing and evaluating an outcome-based education model: a case study at angeli gilbert christian academy richard paolo b. deluria1* volume 3 issue 2, year 2024 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v3i2.2881 https://journals.e-palli.com/home/index.php/ajet article information abstract received: april 29, 2024 accepted: may 31, 2024 published: june 04, 2024 this research paper explores the implementation of obe (outcome-based education) in the context of disparate educational institutions, including the case of agca (angeli gilbert christian academy). this study uses a qualitative research method (in-depth interviews and thematic analysis), which examines how obe complies with spady’s five pillars (paradigm, purposes, philosophy, principle, and outcome of significance) and its effect on the student learning outcomes. the study’s responses were gathered from teachers (15) and parents (15) through zoom meetings, allowing for a deeper understanding of the obe and its implementation in agca. this analysis highlights the crucial importance of obe in the creation of student-centered learning approaches that are targeted to meet educational objectives, and that contribute to the formation of a favorable learning environment. the implementation of the obe manual is proposed, and it will be tailored to fit the purpose and objectives of agca, which will guide the curriculum, instruction, and assessment alignment. in general, the study underscores that understanding and integrating obe principles can help enhance education’s quality and relevance. obe implementation of agca has been successful, gathering positive feedback from parents and educators. this research also indicates some adjustments to the agca structure, involving changes to the vision and mission statements as well as to the program with a focus on the obe manual. future research could consider integration effectiveness, longitudinal surveys of alumni, and comparative analogy of informing other educational reform strategies for students. keywords outcome-based education (obe), angeli gilbert christian academy (agca), five pillars, learning, education, studentcentered learning 1 st. paul university, 680 pedro gil st, malate, manila, 1004 metro manila, philippines * corresponding author’s e-mail: rmdanelsaid@yahoo.com introduction outcome-based education (obe) can be considered as a model of innovation and reform in education, offering a flexible tool for the comprehensive formation of learners (asim et al., 2021). the concept of the set-out learning outcomes lays the foundation for obe, which is a breakaway from the traditional school of thought, thus signaling a successful paradigm change toward learnercentric educational policymaking. through the definition of targeted goals and proficiencies right from the commencement of the curriculum, obe strives to give students the necessary knowledge, skills, and dispositions to survive in a world that is constantly transforming (mungalu, 2019). the outstanding development whereby outcome-based education was birthed can be attributed to the mounted recognition of the inhibiting factors typically found in traditional education (mchawa, 2023). this often prioritizes content mastery and rote memorization over the all-important critical thinking, problem solving, and real-world application (kotsch, 2021). however, obe perception and application by educators have undergone drastic changes as a means of adapting to these challenges among which transformation it catalyzes in the teaching and learning methods is championed as a driving force (katawazai, 2021). the philippines hit its turning-point moment in the field of education after the introduction of the “enhanced basic education act of 2013” which introduced a new platform for educational reform and initiatives (lopez, 2022). the education act intended to raise the level of basic education and align it with international standards, which marked the beginning of the adoption of an obe as part of the curriculum across all archipelago. in a landscape infiltrated by massive educational shifts and innovations, agca, a new and dynamic educational institution, sets out on a road towards technologicalbased learning integration. the agca school, located in rodriquez, rizal, has a history of over two decades, and it has always served as a source of quality education for students from diverse backgrounds. nevertheless, despite its extensive past, agca is still unfamiliar to the idea of obe, which poses both difficulties and opportunities for improving teaching. over a period of twenty years, agca has insisted on the same mission which is to nurture the next generation of leaders, thinkers, and innovators. on the other hand, agca is aware that rapid changes in the educational environment and the current circumstances pose a challenge on which to build and develop to meet the changing needs of its students in future. the emergence of covid-19 clearly demonstrated the need for resilience, adaptability, and innovation required in times of crisis, prompting the organization to rethink its educational practices and priorities (thanitbenjasith & kamkankaew, 2023). the year 2020-2021 was intriguingly the drop-point of agca as the outbreak of covid-19 brought imbalance in various parts of philippine society such as economy pa ge 12 9 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(2) 128-140, 2024 and education. in the aftermath of this, agca had to deal with financial difficulties, which led the former owner and principal of the school to seek a new ownership for the institution. the researcher, an educator and entrepreneur who is passionate about academic success, found the chance to acquire agca in order to rebirth the academic program and bring it to international standards. the new owner of agca, being a professional educationalist with years of experience in operating different learning centers in the uae and a wide range of educational background, possesses an unsurpassed ability to develop this promising and advanced educational community (lifestyle, 2023). since the researcher is so interested in obe and its ability to serve this purpose of uplifting filipino students’ learning standards, he can gladly lead agca toward obe implementation. this research is aimed at examining the model and evaluating outcomes for implementation in a unique context of the agca with a view to promoting individual educational growth and success. this initiative intends to design an approach for a better future for agca and its student community by conducting rigorous research and engaging stakeholders, based on the principles of outcome-based education. literature review theoretical framework this study’s theoretical framework is based on the notion of outcome-based education (obe), which was defined by william g. spady in 1994 and was further expanded by tucker in 2004 (miranda, 2011). obe seeks a radical change in the cognitive structures of education, highlighting the need to measure learning outcomes rather than using traditional means such course credits or grades. it ensures that educational systems should be built as a platform for competencies that students will be expected to exhibit at the end of learning. this is routed in overhauling the curriculum, assessments, and reporting exercises to ensure that they are in sync with the intended outcomes. obe implication depends on the synergy of the entire educational circle, such as pedagogical methods, grade evaluation approaches, and educational practices. hence, in order to realize the principles of obe, schools need to begin with a clear comprehension of desired educational outcomes followed by the modelling their actions in line with these outcomes and the attainment of these desired results. conceptual framework the study’s conceptual framework centered around the essential pillars of obe, a standards-based educational approach that stresses stated learning objectives. it recognizes that obe does not impose rigorous evaluation or teaching approaches, but rather focuses on encouraging students to achieve established objectives. the study aims to investigate the extent to which obe is implemented in schools and educational institutions, particularly angeli gilbert christian academy (agca). it seeks to identify barriers to implementing the obe model and to receive feedback from agca staff and parents on the execution of obe principles. the research seeks to evaluate agca’s present obe implementation status while adhering to obe principles and offering suggestions for improving instructional strategies and outcomes for students. figure 1: conceptual framework source: author outcome-based education (obe) outcome-based education (obe) is a new approach to learning that focuses on outcomes rather than using traditional methods. obe was established in the 1990s by william spady, who shifted from the traditional education method that revolves around what students are taught to one that focuses on what students learn. a recent study from 2020 on obe pinpoints the basic elements of the theory such as ultimate goals, purpose, achievements, and material success. it is based on a systematic methodology in curriculum development, assessment and teaching, which centers on students’ performance at the end of the program (rao, 2020). a well-structured system of writing outcomes makes it easier to observe and measure educational backgrounds by making sure that course outcomes are closely related to program outcomes and that each program is expected to respond to the outcomes of the whole program. a study by riphah international university in 2022, faisalabad campus, compared online learning (obe) with traditional teaching methods to understand its efficiency in improving student outcomes. the research concluded that obe enhances student learning, teaching methods, and subject delivery. it also highlighted the need to correlate course outcomes with program outcomes and other requirements to improve education quality (zamir et al., 2022). obe is significant in developing countries like pakistan, as it can improve educational quality and pa ge 13 0 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(2) 128-140, 2024 performance through better systems and school policies. a paradigm shift towards obe can lead to better outcomes in education in diverse social economic situations (asim et al., 2021). outcome-based education (obe) is a teaching method the focuses on certain learning outcomes which enables to improves students’ behavior, motivation, engagement, accountability, and adaptive behaviors. it does not only enhance classroom atmosphere but it also makes students able to cope with everyday situations. it gives them knowledge that can be used for teaching and policy purposes (hamidi et al., 2024). in addition, a 2021 research emphasizes the importance of the obe model in curriculum development and evaluation. this study underlines the necessity of connecting curriculum design with targeted learning goals and using several assessment techniques to successfully evaluate student performance. the new 2022 study suggests a sophisticated approach towards introduction of obe at the tertiary level engineering programs, which in turn corresponds with the international academic standards and accreditation requirements (syeed et al., 2022). a study from 2020 focused on obe implementation at a private medical school in saudi arabia to point out the areas needed to be improved while offering the recommendations to enact these practices (iqbal et al., 2020). a qualitative research in 2023 examines concrete competences like knowledge building, problem solving and ethical values that are needed to become successful in learners’ careers (saha et al., 2023). the 2020 critical review offers an insight into the challenges and opportunities of obe implementation in higher education. this, in turn, brings guidance to the policy makers, educators and institutions as they move toward being outcome-based (rawlley & mehra, 2020). therefore, in the end we must invest even more in the research and practical steps so that the obe could achieve its full potential and contribute to academic success of students and their skills development for the future. obe in the philippines outcome-based education (obe) is a revolutionary approach in higher education in the philippines with the aim to connect educational processes to specific student learning outcomes to make graduates globally competitive and locally market driven. this work aims to evaluate the application of obe in the different higher education institutions in the philippines, considering the challenges that were overcome, the success that was achieved, and the methods applied. the survey summarizes the findings from the different studies that were done between 2018 and 2021, resulting to a complete picture of how obe has been adapted in the education system in the philippines and its effects on teaching methods as well as student’s learning outcomes. a study undertaken by (dagdag, 2019) investigates the opinions of mathematics teachers in isabela, philippines, on outcome-based education (obe). the study demonstrated that most teachers do not have sufficient knowledge of obe concepts, resulting in inefficient implementation of obe. this research underscores the need for more than just faculty development programs in helping educators orient their curricula and assessment better with the obe standards. similarly, a study in tagbilaran city looked at english teaching and learning under the framework of the obe, which showed improvement in teaching methods and academic performances due to properly implemented and wellunderstood obe principles (guigue, 2020). the study by (florida, 2018) conducted in the polytechnic university of the philippines by faculty expressed a satisfactory readiness to apply the obe particularly in the colleges of education and engineering among others. on the other side, in 2019, an evaluation at the university of perpetual help system dalta, showed that there is a logic gap between learning goals and level of student achievement, identifying that it is necessary to provide more funds at the academic area so that faculty can be well equipped with the knowledge and resources to use obe (custodio et al., 2019). a recent study that involved faculty from allied programs in the medical field shed light on several implementation challenges and adaptation strategies associated with obe. the study addresses issues like tight schedule, cautious adoption of changes, which were countered by proactive efforts like internal training as well as development of policies (raguindin & man). furthermore, a 2020 policy perspectives article contested the inputs-based structure as the major problem in philippine higher education, calling for a more comprehensive embrace of obe practices to deal with the quality issue and to make education more relevant to the economic requirements (dagdag, 2020). the findings mirror a 2019 research in central philippines state university, which assesses the implementation of the obe to moderate level by applying the adli model in order to be integrated to the teaching process that will consequently improve student’s competencies for global job market (cayot, 2019). in addition, the 2021 evaluation in aklan based on the ched-obe framework found several issues involving stakeholder participation and assistance which are required for effective implementation of the obe (barrios, 2021). the practical application of obe was also further investigated in a 2020 study that validated the contents of an obe student teaching manual, which has now become a valuable tool for enhancing the student teaching phase in teacher education institutions (marasigan, 2020). on the other hand, a study conducted by (tenedero & pacadaljen, 2021) in samar state university, which critically examined the implementation of obe paid much attention to the proper adjustment of learning experiences in such a way that they would coincide with the strategic goals of the institution with the purpose of improving the level of education. these interrelated research ensures the evolutionary and formidable implication of obe in the philippines pa ge 13 1 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(2) 128-140, 2024 as a whole which substantiates the need for improving faculty’s readiness, consistent resource allocation and institutional implementation to achieve a higher level of efficacy in improving higher education quality. methodology study design the study employs qualitative research methods to assess the impact of obe implementation in diverse educational environments. this technique, is preferred due to its capacity to capture rich, descriptive data that can explain the intricacies of the way through which obe is being implemented (moser & korstjens, 2018). the research design involves in-depth interviews, which is a semi-structured approach that is focused on openended discussions with stakeholders, including teachers, administrators and policymakers. discussion forums will be set up that will involve teachers, parents, and other education sector players to explore the collective perception and experiences of all agents of change in this field. the posted documents (the educational documents) of formal structures have also been observed in order to grasp the features of the obe implementation. an obe observation in an education setting will be undertaken, as a part of a qualitative research combination of an interview data analysis, data collection. such qualitative multifaceted approach guarantees that the area of research covers all the diverge perspective, practices, and challenges that are observed when obe is implemented across various learning contexts. the objective of the study is to generate detailed and location specific data on obe implementation as a whole. hence, this study will help us to gain richer understanding of implementation context of obe in different educational settings. data collection research gathers data on obe implementation via literature review, interviews, and questionnaires. the literature review is a foundation where the theoretical fundamentals and practical use of obe is explored across various settings. interviews of different personalities who are the key stakeholders and include school admin, policy-making experts as well as instructors are done to disclose multiple views and experiences. the interviews were taken over the internet using platforms such as zoom, making the whole process easy to the informants and flexible. questionnaire is given to agca teachers and parents to gather qualitative data about their opinions, experiences and attitude towards obe implementation. sample size the study uses purposive sampling for a deeper understanding of the challenges and opportunities involved in obe implementation. 15 teachers from agca that possess the relevant skills and knowledge are appointed as participants, while the group of 15 parents selected from agca reflects the various views among each other. a sample size associated with data saturation is likely to be optimal, implying that the data collection should be continued until no other information or new themes can be obtained from the data analysis. data analysis the data analysis procedure considers the qualitative methods for identifying patterns, themes, and relationships in the interview responses and answers to the questionnaire. thematic analysis identifies patterns and categories related to obe implementation, whereas matrix alignment compares different findings through cross-source check. this will help in unveiling the congruencies, discrepancies, as well as holistic themes that allows one to understand obe implementation comprehensively. ethical considerations ethical concerns have been given top priority during the research process in a bid to protect the rights, privacy, and confidentiality of subjects. the informed consent is sought from all participants in the study, and all other measures and precautions are taken to protect the confidentiality of the information. moreover, the approval of ethical boards from the relevant institutional review boards is also sought in order to meet the requirement for ethical compliance in terms of the ethical guidelines and standards. results and discussion this study presents, analyzes, and interprets participant data based on research questions, focusing on problem statement and investigation. the data presentation, analysis, and interpretation provide insights into research questions and objectives, shedding light on the phenomenon under study and providing a comprehensive understanding of the subject matter. five pillars of obe as articulated in other schools in terms of: a. outcome of significance b. paradigm c. purposes d. philosophy e. principle table 1: articulation of five pillars of obe in spu and mit five pillars of obe st. paul university mapúa institute of technology proposed framework outcome of significance program outcomes student learning demonstrations: learning outcomes program education outcomes clear, observable demonstrations of significant learning experiences. learning schedules pa ge 13 2 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(2) 128-140, 2024 intended learning outcomes avoid values, attitudes, feelings, beliefs, activities, assignments, goals, scores, or averages paradigm the instructional plans incorporated learning activities, resources, and assessments that were in line with the spup's vision-mission, goals objectives, and paulinian core values. framework of assessment program outcomes: obe framework of agca: selection based on area’s political process before, during and end of school year processescommitment to provide education opportunities and require learning outcomes purposes the instructional plans incorporated learning activities, resources, and assessments that were in line with the spup's vision-mission, goals objectives, and paulinian core values. a commitment that all students of all groups will ultimately reach the same minimum standards. acca's obe implementation, mission, vision and program objectives philosophy educators with a strong understanding of obe can effectively implement the new curriculum in the classroom, as their training in obe makes it easier for them to understand and apply it effectively. program evaluation objectives (peos) background and contextconsistent with institution's mission. periodically document and demonstrate objectives based on program's needs. periodically document and evaluate attainment of objectives. principles strong administrative support students' knowledge learning assessments well-informed faculty students' skills activity-based committed faculty motivation in carrying out the demonstration learning students grading system designed curriculum continuous improvementobe implementation is ascribed to faculty members table 2: articulation of five pillars of obe in uphs and lpu five pillars of obe university of perpetual help system dalta lyceum of the philippines university proposed framework outcome of significance competent professionals and graduates with aligned curricular experiences and resources that are globally competitive with standard workforce needs graduates with essential and minimum knowledge, values, and skills learning outcomes learning schedules paradigm formulating institutional, program, and course outcomes before revising course syllabi and identifying and establishing instructional supports. learning opportunity for a better structure though preparing the obe documents. obe framework of agca: accreditations, research-based, and curriculum review/revision evaluation on the effectiveness of the peos about its contribution to the progress of the community before, during and end of school year processes purposes national standards and levels for outcomes of education and training, skills, and competencies national standards and levels for outcomes of education and training, skills, and competencies agca's obe implementation mission, vision and program objectives background and context pa ge 13 3 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(2) 128-140, 2024 philosophy student-centered learning philosophy student-centered learning philosophy background and context principles cmo no.46.s.2012 outlines a policy standard to improve quality assurance in philippine higher education through outcomesbased and typology-based qa. cmo no.46.s.2012 outlines a policy standard to improve quality assurance in philippine higher education through outcomes-based and typology-based qa. learning assessments activity-based learning grading system continuous improvement table 3: articulation of five pillars of obe in south africa and hong kong five pillars of obe south african schools hong kong proposed framework outcome of significance learners finished their course/ program at a specified time (e.g. a four year course is finished within four years) significance to teacher education in general, to build content and pedagogy experts learning outcomes learning schedules paradigm transformational exit outcomes and role-performance through outcomes assessment and performance-based standards, adopting a criteria-based view of assessment. focus on students and outcomes obe framework of agca: evaluation of curricular change and student’s evaluation before, dining and end of school year processes purposes not articulated diversified assessment tasks agca’s obe imp l emen t a t i on mission, vision and program objectives outcome achievement focused on knowledge and skills content validity with the domain of the course provide valuable feedback be reliable and fair philosophy not articulated obl background and context principles oba policy document assessment rubric with the following criteria (wang, 2010): learning assessments alignment and mapping with the cilos activity-based learning transparency grading system observable, measurable, and with evidence continuous improvementdemonstrates expectations on the students table 1, 2, 3 analyzes outcome-based education (obe) pillars in other schools and universities, based on research studies from various countries. the current guidelines of other institutions can serve as a reference for angeli gilbert christian academy (agca), providing a thorough analysis of transitioning to an obe framework and providing a rational approach to implementing obe in agca. analysis using literature and applying to the case study outcome-based education (obe) is a student-centered approach to education that focuses on the intended learning outcomes resulting from instruction. it has three versions: william spady’s first version, developed in the 1980s and 1990s, emphasizing the outcome of significance, paradigm, philosophy, purposes, and principles; the second version, widely adopted in the united states, australia, and the united kingdom in the 1980s and 90s, providing accountability to accreditation agencies and external stakeholders; and the third version, which uses learning outcomes for the sole purpose of enhancing teaching and learning (qadir et al., 2020). obe provides a framework for organizing the curriculum around predetermined and clearly defined student learning outcomes. it has been viewed as a significant pa ge 13 4 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(2) 128-140, 2024 paradigm shift in educational philosophy and practice, emphasizing a learning-based model focusing on what students know and can do as a result of a learning experience or acquiring a degree. however, in countries like south africa, the philippines, and hong kong, the implementation of obe has different findings and success measures, depending on the approach and how the significance of obe will be a factor in the success of the school or institution. in south africa, the outcome of significance is articulated through the department of education policy document (2000), which states that learners should progress according to their age cohort and not spend more than four years in a phase (mzangwa, 2019). in the philippines, the shift towards obe is influenced by various factors, such as industry, workplace, and stakeholder expectations, propelling academic institutions to graduate professionals who can be locally and globally competitive and contribute to local, national, and global development. the study analyzed various institutions and universities to identify the philosophy pillars of open-ended learning (obe). it was found that the pillar is not articulated, with south africa stating that students should first draw learning programs, work schedules, and lesson plans. in hong kong, teachers were concerned about the implementation process, as they did not explain to students that obe was being experimented with, denying them the opportunity to become directly aware of the innovation. this led to students not being able to make informed critiques of design and implementation, potentially preventing them from noticing differences in course characteristics. the obe in south africa was revised, with each learning area having its policy document, guiding educators on planning instructional and assessment practices. in the philippines, the ched memorandum order mandated engineering schools to follow new policies, standards, and guidelines for all bachelor’s engineering programs. in hong kong, the principal pillar of obe was identified by course instructors as four principles: mapping with the cilos, being transparent, observable, and easy to measure with evidence. the study examines the perceived pillars of outcomebased education (obe) in angeli gilbert christian academy (agca) by staff and students’ parents. the responses were analyzed using spady’s five pillars of obe, and a structured obe was developed. the staff and teachers at agca are the main agents of the school’s operations, and their responses are based on their subjective knowledge and pedagogical experience. the analysis helps formulate a structured obe for agca. the study analyzed interviews with agca staff and teachers, revealing various teaching approaches and the impact of learning outcomes on students’ progress. thematic analysis identified 9 themes of obe: concern for students’ welfare, positive student traits, confidence in teaching, forecasted learning outcomes, confirmed learning skills, student success, creativity, best effort, and genuine teacher concern. table 4: thematic analysis on the perceived pillars of obe of staff/teachers of agca participants narratives themes teacher 3 proper deliverance of lessons will highly contribute in the student's daily learning. the more precise the teacher, the better the children will understand. with a clear teaching objective, both teacher and student will be able to understand each other. concern with their students’ welfares teacher 4 students whose creativity and imagination are nurtured and developed, and have understanding with their identity, with their relationships to people and to their overall well-being. positive traits of students are observed thru setting-up learning outcomes teacher 1 as a preschool teacher, i have observed significant improvements in my students' writing skills, despite the challenges of online teaching, and they've also developed social communication skills, contributing to their success as independent individuals. confidence in teaching teacher 1 emphasis is placed on a clearly articulated idea of what students are expected to know and be able to do. forecasted learning outcomes teacher 3 this only proves that he is able to grasp the learning content of the lessons. confirmed learning skills teacher 1 the students are attentive learners who easily catch up on lessons, and when they encounter difficulties, they are always asked which part they don't understand. student’s success teacher 5 the children are given empowerment all throughout the past quarters. in case a child has a difficult time learning skills, the teacher gives support to ensure that learning outcomes are met by meeting the child one on one to provide multiple means of engagement to practice and to achieve mastery. creativity pa ge 13 5 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(2) 128-140, 2024 teacher 4 every end of the grading period, agca arranges meeting between parents and teachers to assess the performance of their students. during this time, the teacher tells the parents about the performance of their kids and on areas they are excelling and on areas the student has to improve on. i think it is the most effective support a school can give to both parents and students. best effort teacher 3 no one will be left behind. the teacher repeats the lesson or the example more often. teacher’s genuine concern themes 1 and 2: outcome of significance teachers prioritize their students’ welfare and wellbeing, as highlighted by teacher 3. proper lesson delivery significantly enhances daily learning, and a clear teaching objective fosters understanding between teachers and students. this leads to observed good behavior throughout the school year, which is significant in the context of obe. the more precise the teacher, the better children understand. therefore, teachers play a crucial role in promoting student well-being. theme 2: purpose teachers’ full potential is realized when they have a wide range of teaching confidence, or self-assurance. as a preschool teacher, i observed significant changes in my students’ learning, especially in writing, even when teaching online. they learned to communicate socially and share their thoughts and ideas. self-assurance is defined as having faith in oneself, and it is essential for teachers to have a sense of purpose in their teaching methods. themes 3 and 4: paradigm the paradigm of obe is defined by teachers by segmenting their responses to questions about it. teacher 1 emphasizes a clearly articulated idea of what students are expected to know and be able to do, while teacher 3 believes this only proves their understanding of the learning content of the lessons. theme 6: philosophy most teachers believe that student success is the ultimate goal for education, not just obe. teacher 1 believes that education should be supported from the beginning, especially when lessons are challenging. they are attentive learners who easily catch up on what they are taught. when they encounter difficulties, they are asked which part of the lesson they don’t understand. themes 7 and 9: principle the obe manual for agca implementation uses principles rooted in teachers’ genuine concern for their students. teacher 3 emphasized the importance of no one being left behind, emphasizing the need for frequent repetition of lessons or examples. agca’s staff and teachers emphasize the continuous learning approach in their educational context. they believe that lesson objectives guide students and foster understanding between students and teachers. graduates from agca are creative, responsible, and resilient young people with good virtues. the staff perceives the program’s outcomes as aligned with the school’s objectives. they observe that students are fully equipped according to their learning outcomes, collaborating well, and creatively solving problems. they overcome learning barriers through enhanced communication skills and thought processes. the purpose is not just to improve academically but also to prepare students for lifelong skills. analysis using literature and applying to the case study the paradigm pillars of obe, as perceived by staff and teachers, determine the success of students’ learning outcomes. these outcomes are evident not only at the end of the lesson but also at the end of the quarter, indicating that skills and knowledge are acquired when students leave the school. staff and teachers consistently stated that students in agca demonstrate different capabilities to cope with every lesson. the educational context in agca provides students with more opportunities for career and personal growth, allowing them to achieve better credentials and become a man of character. the educational context in agca is a significant factor in the success of each student, providing them with better credentials and character development. the researcher found that the educational context at agca provides equal learning opportunities, with a grading system that sets expectations for students, teachers, and parents. this system empowers students throughout the school year, ensuring better learning outcomes and mastery in the subject. teachers use repetitions to enhance focus and regulate learning emotions, enhancing the overall learning experience. the role of parents and guardians in angeli gilbert christian academy significantly impacts the school’s success. they are the main client of the school’s operations and their involvement in their child’s education is crucial for future success. feedback and collected responses from parents and guardians contribute to a better educational system at agca. their inputs are valuable in constructing an obe framework, ensuring a more effective learning environment. parents’ and guardian responses reveal the development of their children’s learning in agca. thematic analysis reveals themes such as affirmation, experiential learning, lesson objectives, confidence, parent’s dream, satisfaction, learning outcomes, honed skills, improved behavior, pa ge 13 6 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(2) 128-140, 2024 learning expectations, foundation of child, better school selection, positive attributes of agca, independent learner, curriculum improvement, good traits, teachers’ positive attributes, confidence in agca, grading system, parents’ cooperation, affirmation, positive attributes of agca as a whole, confidence, motivation, teacher support, and good communication. table 5: thematic analysis on the perceived pillars of obe of guardians/parents of agca participants narratives themes parent 8 the teacher's objectives and lessons are well-prepared and executed, enabling my son to understand his lessons with minimal supervision, as the teacher has already provided a well-explained lesson. affirmation with agca parent 15 the teachers contribute to student learning through sharing of past experiences and proven effective examples. experiential learning parent 13 lesson objectives are crucial as they serve as a guideline for lesson execution, ensuring a smooth and clear understanding of the intended goals. learning objectives parent 10 yes, confidence. i don’t doubt my child’s reading and writing competency nor her drive to learn but acga really brought her confidence to a new level. confidence with agca parent 5 as we talk last time. my son told me; mommy do you think i can be an artist. i answered him yes. i saw him drawing and coloring it and he is so happy doing it. parent’s dream for her child parent 9 yes, my child has developed reading skills in a short span of time, she has demonstrated creative skills as well satisfied parents of agca parent 2 yes, self-confidence, critical thinking, problem-solving, effective and written communication, and a good leader learning outcomes parent 3 in general, behavior generally leads to personal growth, increased confidence in various aspects, and academic success through practical application of learned skills and increased observance of surroundings and other factors. honed skills improved behavior parent 1 yes, education emphasizes a clear understanding of what students are expected to know and possess, including skills and knowledge, upon leaving the school system. thinking of child’s future parent 7 agca's grading system aims to foster student achievement, fostering a strong desire among students to meet their set expectations. agca’s grading system parent 6 my child became more observant and curious, connecting school activities with real-life events in our home. she applied new words and ideas learned, indicating that the teacher effectively taught the students. experiential learning parent 12 the child is expected to enhance their intellectual knowledge across all subjects, enhance their problem-solving skills, and improve their interpersonal behavior. learning expectations parent 4 academic progress is seen every time. we can notice it in our daily activities and conversations daily learning parent 14 teachers are very supportive and always in assistance. they are ready to answer any enquiries anytime. teacher’s support parent 11 my son asks too many questions and teachers address it. they also give complement to kids who are doing great jobs. thus, they feel like doing more and better. good communication themes 1 to 3: outcome of significance many parents have praised agca’s excellent execution of their educational programs, stating that the lessons are well-planned and practical. the teacher’s objectives and lessons are well-executed, and the child can now understand the lessons with minimal supervision, as the teacher has already well explained the lesson. this positive feedback highlights the effectiveness of agca’s educational programs. themes 4: purpose the researcher’s investigation reveals that parents use learning results to create dreams for their children, and their faith in agca’s ability to help has satisfied them. their child has developed reading and creative skills, meeting their expectations, and demonstrating their expectations. pa ge 13 7 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(2) 128-140, 2024 themes 7 to 10: paradigm parents believe that obe’s paradigm leads to improved skills, conduct, and experiential learning. they believe teachers effectively teach students and believe agca can protect their children’s future. parent 21 supports education that clearly outlines what students need to know and be able to do when they leave the school system. themes 11 to 13: philosophy parents are choosing agca for their child’s learning foundation based on obe’s philosophy and agca’s guardians and parents. agca offers a comprehensive, well-rounded christian education with a small class size. parents are seeking improvements to the curriculum to foster independence and parental involvement, fostering a sense of faith in the school. themes 14 to 15: principles agca’s grading system, a key pillar of obe principles, aims to make students achievers. parents trust the system due to teachers’ support, open communication, and inspiration. the system aligns with agca’s obe implementation manual, and parents evaluate their child’s progress. students are expected to produce lifelong experiences, possess deep knowledge, be creative professionals, spiritually aware, and possess strong digital capabilities. analysis using literature and applying to the case study parents at agca believe their children can fully equip themselves according to their learning outcomes, with students developing confidence in various subjects. despite challenges in online classes, parents have seen their children progress to the next level of education. they appreciate the advanced learning at agca and the good interaction between teachers and their children. parents believe the quality of education is important in their child’s life, and their child can demonstrate mastery of lesson concepts in daily activities. agca offers a quality education with high-quality teachers, developing good values, and improving comprehension and memory. the school prepares learners for the 21st century, producing analytical thinkers and values imbued with love and morals. the school’s strong social/emotional curriculum and teachers help children communicate, solve problems, and work together as a classroom community. agca parents and guardians believe in a realistic grading system that emphasizes attitude and behavior in class, not just completed worksheets. high expectations and incentives encourage collaboration and cooperation, valuing teamwork over individualism. agca empowers students through protection, love, and encouragement, motivating them to attend school and demonstrating their ability to deal with society. teachers use a systematic and creative approach, providing support and guidance for student development, with the guidance and moral support of the teaching staff being crucial contributors to student learning. alignment with obe pillars the literature review emphasizes the importance of figure 2: matrix of alignment with obe’s five pillars source: author high-quality learning for students, focusing on alignments between the concept, philosophy, and purpose of agca. parents believe that high-quality learning leads to changes in behavior and mastery of lesson plans. experiential learning outcomes demonstrate what students have learned during the learning process. agca education allows students to pursue higher positions, pursue various career paths, and achieve personal growth. the school’s objectives align with the pillars of the obe of the agca framework, ensuring all students are fully prepared and well-equipped to succeed. the existing grading system sets high standards for students, staff, teachers, and parents, allowing them to improve and achieve learning targets. teachers play a systematic and imaginative role in the classroom, contributing to various fields of study. the foundation for educational pa ge 13 8 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(2) 128-140, 2024 context is based on teachings of equality in learning and helping students interact with society and create a good image for themselves. the school’s principles alignment matrix serves as the base for achievement framework design, time schedule, assessment, activity-based learning, grading system, and continuous improvements. the research emphasizes the significance of long-term skills development, requiring years of drill and reinforcement. teachers and parents share the development of their children’s learning while participating in agca, ensuring that the objectives of lessons are well-aligned. proposal for agca obe implementation manual the study proposes a program for angeli gilbert christian academy’s outcome-based education, based on alignment matrix and participant responses. the program consists of components from the five pillars of outcome-based education, with the ultimate pillar carrying significant outcomes after executing activities under philosophy, purpose, paradigm, and principles. table 6: proposed obe manual for angeli gilbert christian academy proposed obe manual for angeli gilbert christian academy spady’s concept and perceived pillar of obe content the perceived pillars of obe in angeli gilbert christian academy philosophy background and context student’s centered-learning principle purpose iagca’s obe implementation mission, vision and program objectives program outcomes academic program fundamental program paradigm obe framework of agca essential form of learning principles learning schedules learning routines learning assessments achievement structure activity -based learning grading system continuous improvement list of documents graduate outcome of significance attributes (smart) learning outcomes obe (obe) of the agca is structured to narrow the teaching and learning activities to the essential educational outcomes identified by the education expert, prof. william spady. agca does that through the setting of clear goals for students to accomplish before they finish their learning tenure. this way it ensures that the curriculum, instruction, and assessment all coincide with the outcomes of these goals to create maximum learning success for and beyond school years. the obe process at agca involves organizing a learning environment that provides the students, including those with special needs, with numerous opportunities and conduciveness in overcoming learning obstacles. the main objective for agca is to competently and sustainably provide obe which will guarantee competitiveness and generation of nationals who have capacity to build the nation for today and tomorrow. this is achieved through the vision of making the current and prospective agca staff equipped with the requisite tools for the purpose of proper obe implementation that is in line with national policies and guidelines being released by the ministry of education. its objectives focus on gaining mastery of basic education, a critical thinking and problem-solving skills development that are ethical, and effective communication, and more importantly, the promotion of lifelong learning especially in the field of technology. one of the primary objectives of the agca is to foster inquiry, critical thinking and creativity which will cater for the complete development of the child in regards to the social, physical, emotional and cultural needs while at the same time encouraging every student at their pace and style of learning. this model demonstrates the principle that the essence and method of knowledge play a big role while the time for learning can be flexible due to different development rates and outcomes. angeli gilbert christian academy (agca) follows the pillar of objective based education (obe) model, focusing on high expectations, innovation, and systematic tracking of supporting materials. the school provides equal learning opportunities for all students, empowering them to deal with society and set a good image for themselves. teachers use a systematic and creative approach in their teaching methods. the learning assessments entrance exam determines students’ learning competencies and gaps, and monthly and quarterly exams measure the effectiveness of lesson plans. students are classified into three groups based on their weighted average: challenge students (74% and below), average students (75% to 84%), and advance students (85% and above). the obe model includes written work, performance tasks, pa ge 13 9 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(2) 128-140, 2024 figure 3: obe framework of agca source: author and quarterly assessments, with a grading system based on deped guidelines. agca’s learning schedules are designed to prepare students for college or university entrance, with academic hours based on the 2020-2021 and 2021-2022 school years. students in kindergarten to grade 5 are given daily homework, monday to thursday, with teachers supporting this by not assigning homework on weekends. the school offers various learning materials to help students develop desirable work and study habits and prepare them for college or university entrance. agca’s achievement structure is an ongoing process based on multiple sources of evidence, allowing students to take responsibility for their work and support their growth as lifelong, reflective learners. the study aimed to create an outcome-based education manual for angeli gilbert christian academy (agca) to improve its current educational practices. data was collected from staff, teachers, and parents, using qualitative methods and thematic analysis. the findings revealed that the current implementation guidelines of other schools and educational institutions serve as a reference for creating an obe framework. some countries did not provide accurate details from whom they derived their educational context, while in the philippines, obe was viewed as a significant paradigm in educational philosophy. the researcher interviewed teachers and parents to identify the current learning outcomes of students, but they did not answer the question of agca’s current educational context aligned with obe. the findings suggest considering the inputs and educational teaching experience of teachers when creating the obe framework. conclusion angeli gilbert christian academy (agca) has successfully implemented outcome-based education (obe) in its educational system, demonstrating the potential for similar strategies to other schools. parents and teachers expressed satisfaction with agca’s progress in the educational system. the researcher concluded that a matrix of alignment resolved challenges in drafting an outcome-based education manual for agca. obe has been implemented in the philippines and other countries since the early 1990s, and implementing this change will help agca produce esteemed alumni and change learning opportunities. the study also identified opportunities for improvement in agca’s educational framework, suggesting a revision from the vision/mission statement and a developmental plan in line with the proposed obe manual. the learning tools used in agca are crucial for obe implementation, and other institutions should review their current approach for continuous quality improvement. recommendations future research may include studies on the effectivity of obe 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(2022). switching to outcome-based education (obe) system, a paradigm shift in engineering education. ieee transactions on education, 65(4), 695702. pa ge 1 pa ge 55 american journal of education and technology (ajet) use of sam in developing instructional numeracy materials guia b. abengoza1, jona c. agubang1, maria lakasdiwa s. bagayawa1*, maricres h. berjuela1, emily i. calagoyo1, cherry love b. montales1 volume 4 issue 1, year 2025 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v4i1.4256 https://journals.e-palli.com/home/index.php/ajet article information abstract received: december 17, 2024 accepted: january 24, 2025 published: february 03, 2025 in the philippines, numeracy abilities are important because they play a major role in the country’s economic development, technological advancement, and general societal advancement. this study assessed the numeracy skills and proficiency of grade 6 students of agaton c. rodriguez elementary school. based on the albay numeracy assessment tool (alnat) pre-test result, the researchers were able to construct instructional videos in mathematics 6 following the sam model of instruction, which can help in the improvement of the students who fall in need of major support level during the numeracy assessment. the mathematics 6 teacher and school ict coordinator of the selected school served as the validators of the instructional videos and revisions were done according to their comments and recommendations. this study concludes that the sam proves to be an effective and adaptable approach for designing and developing instructional content. the model promotes a user-centered process that prioritizes continuous refinement by focusing on its three core phases—preparation, iterative design, and iterative development. the study also recommends that instructional designers be open to revisiting earlier phases based on ongoing feedback, ensuring that the final product is continuously refined and meets learners’ evolving needs. engaged groups during the preparation and development phases help ensure the instructional content remains relevant and user-centered. further recommends allocating adequate time for the iterative design and development process. for sam to be successfully implemented, instructional designers should receive proper training on its principles and best practices. additionally, fostering collaboration between design teams, subject matter experts, and developers is essential for creating highquality educational resources. finally, regular evaluation during each phase of the sam process ensures that instructional content meets both pedagogical and user requirements. continuous assessment helps identify potential issues early on, leading to more effective solutions before final implementation. keywords contextualized instructional materials, mathematics, sam 1 central bicol state university of agriculture, san jose, pili, camarines sur, philippines * corresponding author’s e-mail: marialakasdiwa.bagayawa@cbsua.edu.ph introduction numeracy skills are essential for navigating the challenges of modern life, as these are the ability to comprehend, apply, and use mathematical concepts in a variety of contexts. the range of numeracy skills among learners around the world reflects various educational frameworks. globally, several challenges prevent the development of numeracy skills. mathematics education in the philippines is already facing major challenges. in the 2018 programme for international student assessment (pisa), the philippines ranked among the lowest in reading comprehension and ended up in the low 70s in mathematics and science across 79 countries in a study done by the organization for economic cooperation and development (oecd, 2019). the deteriorating performance of filipino students in mathematics has become a major challenge to philippine education. in the context of the philippines, numeracy abilities are extremely important because they play a major role in the country’s economic development, technological advancement, and general societal advancement. as the nation continues to navigate the opportunities and challenges of the twenty-first century, policymakers, educators, and stakeholders all need to have a thorough understanding of learners’ numeracy skills. the education system is essential to shape and improve these skills and match them with the demands of a world that is becoming increasingly complex. the tpack (technological pedagogical content knowledge) framework provides valuable insights into teaching effectiveness. research highlights that teachers with education-related degrees exhibit significantly higher tpack competency levels due to their academic preparation, which emphasizes pedagogy and technological integration. conversely, teachers without education-related degrees often require additional training to enhance their tpack skills (ferrer et al., 2025). this finding underscores the importance of providing professional development opportunities tailored to teachers’ educational backgrounds, ensuring they are equipped to foster student achievement effectively. the 2013 enhanced basic education act, republic act no. 10533, is the enhanced basic education system in the philippines, which covers kindergarten and 12 years of basic education, as outlined in republic act no. 10533 (enhanced basic education act of 2013), also referred to as the k to 12 law. the curriculum is designed to provide learners with a holistic education, including the development of numeracy skills. the deped order no. 31, s. 2012, which is the policy pa ge 56 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 41-47, 2024 guidelines on the implementation of grades 1 to 10 k–12 basic education curriculum, published in 2012, offers guidance on how to implement the k–12 curriculum. one of the key components of this curriculum is the development of competencies across a variety of subject areas, including mathematics, to improve students’ numeracy abilities. the implementing rules and regulations of republic act no. 10533, which is stated in deped order no. 33, s. 2013, further detail the enhanced basic education act of 2013’s provisions, particularly those of curriculum development and the advancement of high-quality education. the policy guidelines on the national assessment of student learning for the k to 12 basic education program, which is deped order no. 55, s. 2016, provides guidelines for the assessment of students’ learning outcomes, including in numeracy skills. the connection between this study and the sustainable development goal (sdg) 2030, specifically goal 4, aims to “ensure inclusive and equitable quality education and promote lifelong learning opportunities for all” (united nations, 2015). this study is also aligned with the research agenda of the department of education on teaching and learning, particularly in examining best practices, tactics, and enabling and impediments concerning five sub-themes, specifically: education, curriculum, students, evaluation, and learning objectives. the agaton c. rodriguez elementary school, located at cadlan pili, camarines sur, conducted the alnat (albay numeracy assessment tool) or enat (electronic numeracy assessment tool) during the first month of the school year 2024–2025. there are eighty-two (82) grade 6 learners who took the assessment. the result of the numeracy level of eighty-two (82) learners is 100% needs major support. the lowest numeracy skill is about estimating, with a rating of 28.78%. this prompted the researchers to conduct a study for the improvement of their numeracy skills. according to tolento (2024), there is a necessity to strengthen the instructional strategies employed by teachers during the teaching and learning process. teachers should prioritize professional development, particularly in the field of mathematics, to ensure they remain updated, enhance their teaching methods, deepen their subject knowledge, and ultimately facilitate student learning and success. beltran (2021) suggested that teachers should incorporate video courses, whether they are microteaching or comprehensive ideas based on portions of the lesson plans, so that they may properly lead and assist the students in understanding and instructing them on how to teach particular competencies using the offline version. including video lessons and modules could be beneficial for teaching various learning competencies in mathematics and improving grade 5 students’ performance scores (beltran, 2021). by considering the varied learning styles and needs of learners, the study on contextualized audio-visual instructional materials tackles the need for inclusive education. learners with different skill levels and preferences can more easily access the educational approach by utilizing multimedia resources. by doing this, it helps create a more equitable learning environment by guaranteeing that all learners, regardless of their educational backgrounds or abilities, have access to excellent learning materials. instructional materials are one of the most important components to support the process of learning and make it more engaging and significant (purwitaningrum & prahmana, 2021). increased technology use in the classroom can result in a variety of immediate and longterm social and academic benefits (bond & bedenlier, 2019). the use of technology in teaching has been in demand, where the study of borja et al., (2024) concluded that teaching-learning through technology such as the virtual learning is an affordable option to traditional classroom settings and learning. however, the result of the study conducted by saro et al., (2023) showed that elementary schools in the philippines mostly used traditional materials such as books, modules, supplementary reading materials, etc. while the least used materials are speakers, projectors, and tvs are the least technology-based. most traditional teaching methods are teacher-directed and designed to get students to sit still and listen. it is frequently argued that non-traditional methods of teaching and learning may better equip students with these kinds of skills. constructivist philosophies serve as the foundation for what is commonly referred to as “non-traditional” mathematics education. this includes incorporating strategies wherein individuals develop, construct, or rediscover knowledge to make sense of the world, or utilizing social constructivist ideals that emphasize the influence of teaching and learning strategies associated with students’ motivation, selfefficacy, and achievement (kartal, 2022). it is impossible to teach numeracy skills effectively without the aid of instructional media (shikuku & mwangi, 2023). technology has been a great asset in education, improving students’ learning in mathematics and reducing the achievement gap between struggling students and typical students. technological tools such as video lessons have had a positive impact on students’ attitudes and problem-solving skills and have helped teachers address the diverse needs of their students (zhang et al., 2015; vincent & stacey, 2017; parrot & leong, 2018). among the educational tools, video lessons were seen as a very promising and useful innovation in the teaching and learning of mathematics. as defined by bhatia (2015), a video lesson is a video that shows educational material for a topic in a particular subject to be learned by students. the student-centered approach is the preferred learning environment for learners as it promotes engagement rather than lecturing. notably, game-based learning emerges as a potent strategy for enhancing academic proficiency in mathematics, proving its effectiveness compared to traditional teaching methods (cayang & ursabia, 2024). game-based learning significantly enhances the teachinglearning process in mathematics and can be easily applied pa ge 57 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 41-47, 2024 in the classroom. it supports and promotes learners’ motivation, making games a highly effective part of this teaching technique. utilizing social media and other technologies has become a crucial aspect of our everyday existence, yet the absence of technology is very evident in our classrooms (karami, 2019). the retention and memorization of taught concepts are aided by visual media (shikuku & mwangi, 2023). learning support tools are needed to improve students’ numerical literacy skills. one effort that can be made is to use the help of learning media (devi & sutama, 2023). the capacity to apply and reason with basic numerical concepts is known as numeracy. basic numeracy abilities include understanding basic mathematical concepts such as division, multiplication, subtraction, and addition (umoh et al., 2023). data on numeracy skills across the globe demonstrate an increasing trend, indicating that the degree of numeracy skill acquisition rises in tandem with increased use of instructional media (shikuku & mwangi, 2023). physical manipulatives used in instruction, such as base-10 blocks and physical number lines, have demonstrated their efficacy in teaching fundamental properties of numbers (kaminski & sloutsky, 2020). integrating contextualized materials makes learning relevant by addressing the diverse needs and learning styles of students. montales (2025) highlighted the importance of contextualized and culturally grounded instructional materials, such as those developed through the pinaggikanan initiative. further, by investigating the necessity of contextualized audio-visual materials, the research demonstrates a concern for catering to diverse learning needs. the emphasis on audio-visual instructional materials suggests an exploration of technology integration in education, as highlighted by devi and sutama (2023); shikuku and mwangi (2023). this aligns with the modern teaching and learning agenda, which recognizes the role of technology in engaging students and enhancing the learning experience. furthermore, there were many factors that affect the performance and numeracy level of students in mathematics. gratela and janer (2022) emphasized that teacher-made video lessons can be valuable supplementary learning materials, particularly in distance learning modalities during the new normal education. numerous studies have demonstrated that the thoughtful application of technology can enhance both the learning of mathematical techniques and the growth of advanced mathematical abilities, such as problem-solving, critical thinking, and reasoning (mercado, 2022). according to mercado (2022), research that involves multidisciplinary approaches can provide substantial assistance to teachers in the development of educational materials. sam instructional design framework this model was used to guide the researchers in the formulation of the statement of the problem and in making the instructional video to address the needs of the students to enhance their numeracy skills in mathematics 6. figure 1: sam instructional design model used in this study statement of the problem this study was conducted to answer the following questions: 1.what is the numeracy level of grade 6 learners in alnat for school year 2024-2025? 2. what contextualized instructional video material can be developed to support the teaching and learning process in numeracy? 3. what is the validity of the developed contextualized instructional video material in terms of: a. content; b. accuracy c. technical design and d. presentation and organization materials and methods research design this paper used the sam, with three phases: the preparation phase, iterative design, and iterative development. under each phase, it includes several activities. likewise, the study of medrano & pacis (2022) followed the same process in developing and validating infographics for grade 6 science. it followed three 3) phases namely planning phase, development phase; and validation phase. respondents of the study grade 6 students of agaton c. rodriguez elementary school were selected as the respondents of the study. there were 82 grade 6 students whose alnat pre-test results were gathered to serve as the basis for the for the construction of the instructional video in mathematics 6. the grade 6 mathematics 6 teacher serves as the validator of the created instructional video together with the school ict coordinator. research instrument the researchers utilized the albay numeracy assessment (alnat) pre-test results of grade 6 learners at agaton c. rodriguez elementary school to assess numeracy proficiency. the alnat, designed to evaluate various numeracy skills, including computing, estimating, and reasoning, served as the foundational instrument for this study. the pre-test is consist of multiple-choice items including the different numeracy skills in mathematics pa ge 58 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 41-47, 2024 such as knowing and understanding, computing and solving, estimating, visualizing and modeling, representing and communicating, conjecturing and reasoning, proving and decision making and applying and connecting. the researcher also utilized the validation tools for evaluation of the instructional video patterned in the validation tools of the division of camarines sur-deped. results and discussions pre-assessment result of grade 6 learners of agaton c. rodriguez elementary school in alnat for school year 2024-2025. based on the alnat pre-test result of grade 6 learners of agaton c. rodriguez elementary school in alnat for school year 2024-2025, majority of the students fall under needs major support level of mathematics proficiency. among the competencies in the alnat estimating and applying and connecting were the least mastered skills. figure 2: mathematics proficiency rating as shown in the figure above estimating got the lowest percentage ranking among the numeracy skills questions in the alnat which has the rating of 28. 78%. while proving and decision making got 33% rating. this shows that those skills need to be enforced in order to improve the skills of grade 6 students in terms of those competencies which receive the lowest rating. developed instructional video material to support the teaching and learning this paper used the sam model, which has three main phases: preparation, iterative design, and iterative development. each phase involves several steps. the instructional videos created with sam focused on two topics: arranging integers and solving word problems with mixed decimal numbers. these videos were aligned with the competencies in mathematics 6, identified as needing the most support based on the alnat pre-test results. preparation phase the initial phase of this paper was the information collection which includes the following: a. conducted needs assessment of learners in agaton c. rodriguez elementary school. b. identified participants through small group discussions. c. gathered pre-test results of grade vi learners in albay numeracy assessment tools (alnat). d. identified the two competencies that have the highest result of needing major support. e. analysed instruction materials available in agaton c. rodriguez elementary school. f. conducted literature review on instructional videos, mathematics learning area and sam. iterative design phase in this phase, it includes design, prototype, and review. a. design. made storyboard based on the competencies that need major support. browsed applications and software based on accessibility and user-friendliness. designed the interface of the video presentation. b. prototype. laid out the step-by-step process of the instructional video. c. review. conducted peer-reviewed of the two prototype instructional videos. iterative development phase this phase includes development and evaluation, with three iterations, namely: alpha, beta, and gold versions. a. development of alpha version. produced two functional instructional videos. one was for arranging integers, and the other was problem-solving involving mixed decimal numbers. layout and sound effects were included. b. evaluation of alpha version. consulted four mathematics grade 6 teachers and four information communication technology (ict) coordinators for evaluation and feedback. conducted small group discussions about the results of feedback. the video on arranging integers needs to be edited in terms of labelling and adjusting the color of some elements. in the video on word problems, including mixed decimals, there was a need to add two more word problems. the first problem should be showing how to solve it. c. development of beta version. produced the revised instructional video. in the video of arranging integers, a minor revision was made. in the video of solving word problems, including mixed decimals, major revisions were made. d. evaluation of beta version. consulted mathematics grade 6 teachers and ict school coordinators. there should be a change of some technical terms in the video of arranging integers. instead of increasing, it was substituted with ascending and decreasing with descending. the movement of the rabbit was also suggested to hop right after the displayed answer for each box, not at the end of each question. e. development of gold version. produced a complete and detailed instructional video on arranging integers and another for word problems including mixed decimal numbers for grade 6 mathematics learners. validation of educational video materials the output of this study was the development of pa ge 59 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 41-47, 2024 educational video tutorials in mathematics for grade 6. the input variables for this study were the competencies incorporated in the melcs (most essential learning competencies). this study utilized the deped evaluation rating sheet tool for video lessons. selected math teachers in camarines sur and naga city assessed the content, accuracy, and up-to-datedness of the information. the format/technical design, presentation, and organization were assessed by selected ict coordinators in camarines sur and naga city. an initial validation was conducted by the validators. factor 1 and factor 4 were assessed by the mathematics teachers. based on the provided data from the deped evaluation rating sheet for the video lessons titled “arranging integers on the number line” and “multistep problems involving multiplication and addition or subtraction of mixed decimals,” here are the interpretation of the evaluation: factor 1. content 1. content suitability: the content is highly suitable for the learners’ level of development, as evidenced by the rating of 4 (very satisfactory). 2. achievement of specific objectives: the material adequately contributes to the achievement of specific objectives of the learning area and grade level, with a rating of 3 (satisfactory). the evaluator suggests improving the video by adding two more problem-solving examples and including solutions. 3. development of higher cognitive skills: the material effectively supports the development of higher cognitive skills, including critical thinking, creativity, learning by doing, inquiry, problem-solving, and 21st century skills, with a rating of 4 (very satisfactory). 4. freedom from biases: the material is free from ideological, cultural, religious, racial, and gender biases and prejudices, achieving a rating of 4 (very satisfactory). 5. interest arousal: the material successfully captures the interest of the target reader, also rated 4 (very satisfactory).factor 1 got 19/20 total points. the material passes factor i, as it exceeds the minimum required score of 15 points. factor 4. accuracy and up-to-dateness of information 1. conceptual errors: there are no conceptual errors, with a rating of 4 (very satisfactory). 2. factual errors: the material contains no factual errors, achieving a rating of 4 (very satisfactory). 3. grammatical errors: there are no grammatical errors in the material, receiving a rating of 4 (very satisfactory). 4. computational errors: there are no computational errors in the material, rated 4 (very satisfactory). 5. obsolete information: the information is up-todate, with a rating of 4 (very satisfactory). 6. typographical and minor errors: there are no typographical or other minor errors, with a rating of 4 (very satisfactory). factor 4 has 24/24 total points. the material passes factor 4, as it exceeds the minimum required score of 18 points. overall recommendation for factor 1 and 4 the supplementary learning resource meets the evaluation criteria for both content and accuracy/up-todateness of information. it scores highly in all areas and addresses specific learning objectives and developmental appropriateness effectively. the only suggested improvement is the inclusion of additional problemsolving examples and solutions for the two videos and specify the boxes for the video on integers. given this evaluation, the material is recommended for approval for use in public schools, provided that the suggested corrections/revisions are made in future editions. factor 2 and factor 3 were also initially conducted by the ict coordinators using the deped evaluation rating sheet for video lessons. here are the interpretation of the evaluation: factor 2. format/technical design 1. volume and quality of sound: the volume and quality of sound are appropriate, achieving a rating of 4 (very satisfactory). 2. pacing: the pacing is efficient and appropriate for instructional purposes, with a rating of 4 (very satisfactory). 3. audio-visual effects: the audio-visual effects (music, sounds, graphics, etc.) are appropriate and effective for instructional purposes, receiving a rating of 4 (very satisfactory). factor 3 has 12/12 total points. the material passes factor 2, as it meets the maximum score and exceeds the minimum required score of 9 points. factor 3. presentation and organization 1. engaging presentation: the presentation is engaging, interesting, and understandable, achieving a rating of 4 (very satisfactory). 2. logical flow of ideas: there is a logical and smooth flow of ideas, with a rating of 4 (very satisfactory). 3. vocabulary level: the vocabulary level is adapted to the target reader’s experiences and understanding, receiving a rating of 4 (very satisfactory). 4. appropriate length: the length of the video/audio recording/lesson is appropriate to the attention span of the target learner, with a rating of 4 (very satisfactory). factor 3 has 16/16 total points. the material passes factor 3, as it meets the maximum score and exceeds the minimum required score of 12 points. overall recommendation for factor 2 and 3 the supplementary learning resource meets the evaluation criteria for both format/technical design and presentation/organization. it scores high in all areas and is considered suitable for the intended instructional pa ge 60 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(1) 41-47, 2024 purposes. the material does not require any corrections or revisions based on the current evaluation. given this evaluation, the material is recommended for approval for use in public schools. final validation of the video tutorials the final validation of the video materials was conducted by mathematics teachers and ict coordinators from camarines sur and naga city. the videos were edited based on the suggestions and comments from these validators. taking into account the experts’ suggestions, the video tutorials were revised accordingly. the edited videos were then viewed by learners for final validation. these revisions were made based on the comments and computed ratings from the experts. this process determined the videos’ content validity, accuracy, formatting, presentation and organization. the final copies of the educational video tutorials were submitted to an education professor expert for final viewing and evaluation. both video tutorials were accepted. conclusion the sam model follows a user-centered process that focuses on continuous improvement through its three core phases: preparation, iterative design, and iterative development. the preparation phase lays the groundwork by engaging stakeholders early, defining clear goals, and building a shared understanding of the project. in the iterative design phase, the team ensures the instructional materials are well-aligned with user needs through regular testing and feedback. finally, the iterative development phase refines and perfects the content by incorporating multiple cycles of evaluation and adjustment. this approach not only improves the quality of educational resources but also ensures they remain relevant, accessible, and effective for learners. by emphasizing collaboration and ongoing refinement, sam fosters a development process that is both adaptive and responsive to the needs of its users. recommendations based on the findings of this paper, several recommendations can be made for effectively implementing the sam model in instructional design. by following these recommendations, organizations can leverage sam model to create high-quality, learnercentered instructional content that is both effective and adaptable. while sam provides a structured framework, its strength lies in its adaptability. instructional designers should be open to revisiting earlier phases based on ongoing feedback, ensuring that the final product is refined continuously and meets the evolving needs of learners. the iterative nature of sam benefits from regular input from both learners and other stakeholders. engaging these groups during the preparation and development phases helps ensure the instructional content remains relevant and user-centered. due to the cyclical nature of sam, it’s important to allocate adequate time for the iterative design and development process. this allows for meaningful feedback to be gathered and incorporated at each stage, improving the quality of the end product. for sam to be successfully implemented, instructional designers should receive proper training on its principles and best practices. additionally, fostering collaboration between design teams, subject matter experts, and developers is essential for creating high-quality educational resources. regular evaluation during each phase of the sam process ensures that instructional content meets both pedagogical and user requirements. continuous assessment helps identify potential issues early on, leading to more effective solutions before final implementation. references amirreza, k. 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(2015). the role of technological tools in bridging achievement gaps in mathematics. pa ge 1 pa ge 12 3 american journal of education and technology (ajet) basic education curriculum under the newly implemented k to 10 (matatag) curriculum in the philippines: the case of science education tomas jr diquito1* volume 3 issue 3, year 2024 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v3i3.3396 https://journals.e-palli.com/home/index.php/ajet article information abstract received: july 25, 2024 accepted: august 28, 2024 published: september 03, 2024 curriculum reform is essential to address the current needs of the community, nation, and global demands. by doing this, community members are equipped with relevant skills and competencies that are timely and relevant in modern times. thus, this study was conducted to determine the nature of the newly implemented k to 10 or matatag curriculum under basic education-science in the philippines. discussion of the topic revolves around understanding the reasons for curriculum reform and determining the new features and competencies of the new basic education-science curriculum. moreover, document analysis was carried out to address the objectives of the study. results revealed that there are four main reasons why curriculum reform is needed in basic education in the country. reasons include poor performance of learners in national and international assessments, congested curriculum, insufficient time to teach, and mismatch of prerequisite skills and knowledge assumed by the learning competencies. in terms of new features of the basic education science curriculum, the addition of technology and engineering literacy is highlighted, along with an addition of theoretical foundations and approaches to teaching. the analysis further revealed that the highlighted competencies are aligned with the relevant skills and competencies needed in the 21st century, industry 4.0 and industry 5.0. thus, it can be concluded that the newly implemented basic education science curriculum is responsive to global demand, thus making the country more resilient and adaptive to change. keywords matatag, k-10 curriculum, curriculum reform, science education, education in the philippines 1 university of mindanao, digos college, philippines * corresponding author’s e-mail: tomasdiquito@umindanao.edu.ph introduction the education curriculum is dynamic and responsive to the needs of the community and states. young (2014) states that curriculum is a social fact; its purpose is to create possibilities for the betterment of the community. moreover, curriculum reform is crucial since society is dynamic (campbel, 2020; reis, 2018). changes in the components of society can profoundly affect the members of the state (newman, 2005; snooks, 2002). therefore, updating the community members’ skills and competencies is crucial for sustainable development within the locality, states, and the globe (jacobs, 2010). however, it is also crucial to understand the current and future needs of the community before implementing curriculum reform (gouëdard et al., 2020). thus, this study was created to uncover the purpose of the recent curriculum reform in the philippine basic education system under the science curriculum and how this reform addresses the modern demands of the workforce. evidence of curriculum reform in basic education shows a dynamic and rigorous process. this is conducted to ensure that the developed curriculum is responsive to the needs of society (pate et al., 2001) without compromising future demands (vreuls et al., 2022). although implementing the new curriculum is challenging primarily due to adjustments by different groups (e.g., teachers, administrators, stakeholders, learners, etc.…) (assunção flores, 2005; bennie & newstead, 1999; nuraeni et al., 2020), this can be overridden with enough training and support on the side of educators and administrators (echols et al., 2018; lachausse et al., 2014). in addition, informing the general public regarding the nature of the newly implemented curriculum is also crucial since this diverse group of people will directly benefit from the educational reform (craig, 2009; warren, 2005). the study of campbel (2020) on curriculum reform in science education indicated how crucial change is in uplifting learners’ skills. in addition, eilks (2015) and ekamilasari & pursitasari (2021) acknowledge the importance of science education in transforming the community and ensuring sustainable development. this suggests the crucial role of education institutions in shaping the present and future of the community by creating a sustainable curriculum responsive to the needs of future generations, thus eliminating different forms of discrimination (gay, 2015; kieran & anderson, 2019; mayfield & garrison-wade, 2015). therefore, ensuring that the curriculum in science education effectively addresses current issues is a must in curriculum reform. in the philippines, the former k to 12 curriculum implemented in 2012 offers a major reform in basic education by adding two years in the secondary level (refers to senior high school grade 11 and 12). in this curriculum, it is mandated by the state that the senior high school level is also compulsory in the basic education system (republic of the philippines, 2013). in addition, another feature of this curriculum is the implementation of the “mother language or regional/native language” pa ge 12 4 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 123-132, 2024 as part of the instruction in kindergarten and the first three years of elementary education (republic of the philippines, 2013). this feature was added to ensure that learners have the best learning using their first language. aside from that, the curriculum also ensures the delivery of quality education that is responsive to the global market’s needs, highlighting the essential learning competencies to produce globally competent individuals. under the k to 12 curriculum, the science discipline in the enhanced basic education also offers a wider array of opportunities for learners to become globally competent. the science curriculum highlighted the embodiment of scientific, technological, and environmental competency to produce highly competent individuals necessary for sustainable development (department of education, 2016). moreover, to accomplish these goals, the department of education released a curriculum guide containing the necessary learning competencies and other crucial information to effectively deliver the science discipline in the newly implemented curriculum (department of education, 2016). in the said document, various approaches are also given for educators to effectively carry out the curriculum and cater to the needs of learners. however, despite the preparation and proper implementation made by the philippine government to uplift the standards of science education in the country, still the country has achieved a low performance in scientific literacy. this assumption is based on various assessments conducted in the country, such as the programme for international student assessment (pisa) 2018 results (taken by 15-year-olds) by the organization for economic cooperation (oecd), wherein the philippines scored 357 in science, which scored below the average performance of all participating countries (oecd, 2019). a follow-up test result of pisa 2022 has yielded a score of 373 in science (oecd, 2023), gaining a minimal increase from the pisa 2018 result. in addition, the result of the trends in mathematics and science study (timss) in 2019 conducted on grade 4 learners by the international association for the evaluation of educational achievement (iea) resulted in a 247 score in science (low performance) (mullis et al., 2020). the findings of the international assessments on basic education scientific concepts among learners in the country served as baseline data on how to approach science education. local studies have also expressed concerns regarding the status of science education and learners in the country, such as the study of bernardo et al. (2023) and de la cruz (2022). the findings of these studies have recommended what priority areas should be considered and needed to be integrated into science education in the country to achieve desirable outcomes (e.g., the role of industry 4.0, personal and contextual learning, etc.). thus, with the outgoing k to 12 curriculum, it is very crucial to understand the critical issues that the former curriculum has and use these issues as a stepping stone in creating a new curriculum that is responsive to the needs of society. on january 30, 2023, the vice-president (vp) of the philippines and former department of education (deped) secretary sara z. duterte announced the new curriculum of basic education in the country (department of education, 2023b). following this announcement, deped issued deped memorandum no. 054, s 2023, which indicated the pilot implementation of the new curriculum in the country (department of education, 2023a). this move by the department of education was created to ensure the smooth transition of the new curriculum following its gradual implementation in the school year (sy) 2024 2025. thus, following the discussions, this study examined the new matatag or k to10 curriculum in basic education in the philippines, specifically in science education, to uncover how responsive this new curriculum in the modern demands. specifically, this study aims to address the following questions: (1) what is/are the underlying reason/s for the curriculum reform in the philippines (matatag/ k to 10 curriculum)?; (2) what are the new features highlighted in the newly implemented matatag science curriculum in the philippines? and (3) what are the lifelong competencies highlighted in the matatag curriculum and its alignment to the global competencies needed in the 21st century, industry 4.0 and industry 5.0? literature review k to 12 curriculum in the philippines the republic act 10533, or the enhanced basic education act of 2013 was implemented in the philippines to improve the overall basic education system in the country (republic of the philippines, 2013). this curriculum is called the k to12 curriculum following the major reforms in the department of education. the new feature of this curriculum is the additional two years in the secondary level, which is referred to as senior high school (shs) (grade 11 and grade 12), thus allowing learners to choose tracks as their field of expertise (republic of the philippines, 2013). another main feature of this curriculum is the use of a spiral progression approach wherein topics are introduced at the early grade level and then relearned at higher grade levels with varying difficulty of concepts (tirol, 2022). in the basic education science under the k to12 curriculum, the discipline of chemistry matter (1st quarter), living things and their environment (2nd quarter), physics force, motion, and energy (3rd quarter), and earth and space (4th quarter) were the main components and arranged in the same order in the elementary education (grade 3 to grade 6). the same science disciplines were used in the secondary level junior high school (jhs) (grade 7 to grade 10) but were arranged in different orders (department of education, 2016). the science curriculum in the shs differs depending on the learners’ chosen track. the science curriculum in elementary and jhs was framed based on the spiral progression pa ge 12 5 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 123-132, 2024 approach, aiming to have the best possible outcomes of scientific learning among learners. challenges in the k to 12 curriculum despite the initiatives, the k-12 curriculum in general, has faced several challenges, including learners not attaining the necessary skills and knowledge at the desirable grade level, difficulty in teaching and implementing the intended curriculum by teachers (robertson, kheang, et al., 2021; robertson, rickards, et al., 2021as cited in second congressional commission on education, 2023), “teachers are not prepared to deliver the k-12 curriculum specifically in filipino, mathematics, and science in grades 6, 8, and 10” (philippine national research center for teacher quality, 2017 as cited in second congressional commission on education, 2024), high cognitive demand in learner’s side due to high volume of competencies of learned (department of education, 2022) to name a few. however, the above-mentioned challenges are just one of many challenges experienced by the country. the arrival of the covid-19 pandemic significantly impacted the country, especially in the education sector. schools are forced to close due to lockdowns implemented by the state to minimize the spread of the virus, and learners are forced to learn using different modalities (modules, online learning, etc...) (unicef, 2020). educators and administrators are forced to adapt to the new learning modalities to deliver instruction despite problems encountered (e.g., ict problems, preparedness to teach in an online setting, mental health, etc…) (oducado et al., 2021; samifanni & gumanit, 2021; tria, 2020). this new learning modality has impacted the education sector, and the issue of “learning gaps among learners” arises in the philippines and other countries (unesco, 2021). these ongoing problems have become the center of attention in the education sector, and various initiatives have been drawn to alleviate these problems. the k to 10 or matatag curriculum on august 10, 2023, former vice president sarah z. duterte officially announced the launching of a new curriculum to be implemented in the philippines (office of the vice president, 2023). in the announcement, vp sarah z. duterte mentioned that the new curriculum is named the matatag curriculum or k to 10 curriculum, which will now be the heart of basic education under the department of education in the country. under the new curriculum, the matatag curriculum has four critical components, these are: (1) make the curriculum relevant to produce competent and job-ready, active, and responsible citizens; (2) take steps to accelerate delivery of basic education facilities and services; (3) take good care of learners by promoting learner well-being, inclusive education, and a positive learning environment; and (4) give support to teachers to teach better (bureau of curriculum development, n.d.). moreover, prior to the full implementation of the curriculum starting sy 2024-2025, the department of education released a statement through deped memorandum no. 054, s. 2023 that the department will conduct a pilot implementation of the said curriculum in different regions in the country (department of education, 2023a). among the selected regions are regions 1, ii, vii, and xii, the caraga region, the national capital region (ncr), and the cordillera administrative region (car). in addition, the new curriculum will be implemented first in kindergarten, grades 1, 4, and 7 for the sy 2024-2025, then followed by implementation in grades 2, 5, and 8 for sy 20252026, grades 3, 6, and 9 for sy 2026-2027, and finally grade 10 for sy 2027-2028. (department of education, 2023a). the department of education carried out plans and preparations to make this curriculum relevant and responsive to local and global demands. methodology this study employs qualitative research utilizing reviews from literature, documents, and reports from reliable sources. qualitative research, as mentioned by busetto et al. (2020), is a form of research that deals with studying the nature of phenomena and focuses on the question “why”?. in this study, the researcher aims to uncover the nature of the newly implemented curriculum in the philippines and provide a new perspective to the global and scientific communities regarding the topic. moreover, busetto et al. (2020) added that in this method of inquiry, the most common data collection method is document study, semi-structured interviews, focus group discussions, and observation. thus, in this study, the researcher used document study as a data collection method to examine the nature of the new curriculum. this selection is based on karppinen & moe (2019) that documents (private or public institutions) have rich data and, therefore, are usable. in this study, the researcher used only electronic copies (either from private or public institutions) of documents since these documents are accessible on the databases or posted on the government or private entities’ websites (with proper citations). to ensure the reliability of the study, the researcher followed several protocols in including documents to be included in the study. these include; (1) the document must be related to curriculum, matatag or k to10 curriculum, emerging competencies, 21st century, industry 4.0, and industry 5.0; and (2) the document must be either published in a peer-reviewed journal (for article), government documents, private industries reports and reports from reliable media sources (blogs, commentaries, and social media posts are not included). these criteria ensure that this study undergoes a rigorous process, thus ensuring that the textual data obtained are reliable. moreover, the following procedures were carried out in this study: (1) the researcher developed the objectives of the study and wrote the background of the study; (2) the researcher then curated existing documents on the main pa ge 12 6 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 123-132, 2024 topic of the study, which is the matatag curriculum. in this stage, the researcher carefully plans how to extract the necessary documents based on bowen’s (2009) evidence evaluation suggestion. these include listing all the necessary documents to be included based on the keywords, examining the authenticity of the documents based on the inclusion criteria, and finally, evaluating the overall relevance of the documents to the study. (3) after gathering the necessary documents, the researcher then reads the document thoroughly and takes notes on the crucial information based on the study’s objectives; and (4) finally the researcher then writes the findings of the study. further, this study uses document analysis to analyze the gathered documents. the researcher followed the suggestion of bowen (2009) in analyzing documents. these include skimming (superficial examination), reading (through examination), and interpretation. in addition, as bowen (2009) suggested, document analysis can further use content and thematic analysis. thus, following this suggestion, the researcher uses content analysis as part of the analysis, especially in addressing objective three of the study. results and discussion this section discusses the major findings of the study with supporting literature to make the discussion more relevant in different settings: reason/s for the curriculum reform in the philippines (matatag/k to 10 curriculum) after carefully reading the announcement of the department of education (deped memorandum no. 054, s. 2023 (department of education, 2023), general shaping paper (bureau of curriculum development, 2023), vp sara-speech (aug. 10, 2023), and news reports from national news outlets (inquirer.net (abarca, 2023), manila bulletin (hernando-malipot, 2024) and philstar global (servallos, 2023) ) the findings were drawn on the reasons of curriculum reform in the philippines. table 1 shows the reasons for the curriculum reform in the country based on the analyzed documents and reports. based on the analysis, the reasons are (1) poor performance of learners in national and international assessments; (2) the curriculum is congested and needs to decongest; (3) insufficient time to teach the given competencies of the current curriculum (k-12 curriculum) by the teachers; and (4) mismatch between prerequisite skills and knowledge assumed by the learning competencies. these reasons allow the department of education to revisit the k to12 curriculum and create a new curriculum that is responsive to the challenges and problems associated with the outgoing curriculum. by doing this, the country can produce competent learners in various fields who are experts, resilient, and adaptive to the current and future global market without compromising the country’s development. table 1: reasons for curriculum reform in the philippines reason (statement) source “poor performance of learners in national and international assessment” 1. vp sara speech (aug. 10, 2023) 2. general shaping paper (bureau of curriculum development, 2023) “curriculum is congested and needs to decongest” 1. vp sara speech (aug. 10, 2023) 2. inquirer.net (abarca, 2023) 3. manila bulletin (hernando-malipot, 2024) 4. philstar global (servallos, 2023) 5. general shaping paper (bureau of curriculum development, 2023) 6. deped memorandum order. no. 054, s. 2023 (department of education, 2023) “insufficient time to teach the given competencies of the current curriculum (k-12 curriculum)” 1. vp sara speech (aug. 10, 2023) 2. general shaping paper (bureau of curriculum development, 2023) “mismatch between prerequisite skills and knowledge assumed by the learning competencies” 1. general shaping paper (bureau of curriculum development, 2023) new features in the k to 10 / matatag curriculum (science) the department of education prepared the new matatag or k to10 curriculum to be responsive to change brought by different factors such as the 21st century, the rise of industry 4.0, and the needs of the country and global market. the given science education curriculum under the matatag or k to 10 curriculum for grades 4 and 7 outlines the goals, theoretical, and philosophical foundations behind the new science curriculum (department of education, 2024). based on the matatag curriculum science grade 4 and 7 published by the department of education (2024), the new science curriculum has new features drawn on the goals of the 2016 science k to 12 curriculum. these include (a.) technology and engineering literacy; pa ge 12 7 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 123-132, 2024 (b.) articulate expectations of what learners should be capable of doing at each key stage and grade level; and (c.) developmental sequence of content in consideration of the prior learning of students and the cognitive and language demands of learning new science ideas. table 2 shows the comparison of the k to 12 science curriculum (department of education, 2016) and the k to 10 science curriculum (department of education, 2024) conceptual framework (except for theories). based on the comparison, the new curriculum has several improvements to the k to 12 science curriculum framework. the overall goal of the new curriculum has added engineering literacy from technological literacy in the k to 12 curriculum, creating technology and engineering literacy. this new goal expands the application of engineering in modern and future society. the opportunities that this additional goal encompasses the quality of life that is crucial as the world progresses (wilson-lopez et al., 2017; wilson &lopez & minichiello, 2017). in addition, according to hamka et al. (2024) embedding technological and engineering literacy can improve students’ critical thinking and problemsolving abilities. these findings are also aligned with the 21st-century skills that the department of education highlighted in the new curriculum. moreover, the k to 10 curriculum adapted the k to 12 table 2: comparison of k to 12 and k to 10 science curriculum conceptual framework indicators k to 12 science curriculum features k to 10 science curriculum new features goal scientific, technological, and environmental literacy scientific, environmental, and technology and engineering literacy interrelated content standards 1. demonstrating scientific inquiry skills; 1. performing scientific inquiry skills; 2. understanding and applying scientific knowledge; 2. understanding and applying scientific knowledge; 3. developing and demonstrating scientific attitudes and values. 3. developing and demonstrating scientific attitudes and values. general competencies 1. critical/ creative problem solver; 1. critical and creative problem solvers; 2. responsible steward of nature; 2. responsible stewards of nature; 3. innovative/inventive thinker; 3. innovative/inventive thinkers; 4. informed decision maker; 4. informed decision makers; 5. effective communicator. 5. effective communicators. theoretical bases 1. constructivism 1. constructivism and experiential learning 2. social cognition learning model 2. social cognition learning model 3. learning style theory 3. brain-based learning 4. brain-based learning 4. vygotsky’s zpd approaches 1. multi/interdisciplinary approach 1. inquiry-based approach 2. science technology-society approach/ contextual learning 2. transdisciplinary approach 3. problem/issue-based learning 3. science technology-society approach/ contextual learning 4. inquiry-based approach 4. problem/issue design-based learning 5. application-led approach curriculum’s interrelated content standards and general competencies based on the comparison in table 2. as mentioned in the matatag curriculum science grade 4 and grade 7, these interrelated content standards are the central features of the science curriculum. in addition, the general competencies are also drawn based on the nature of the interrelated competencies of the new science curriculum. these alignments are designed and organized to promote the overall goal of basic education science under the k to 10 curriculum (department of education, 2024). in terms of the theoretical foundation of the new curriculum, the addition of constructivism and experiential learning and vygotsky’s zpd were emphasized. constructivism and experiential learning highlight the promotion of building meaningful understanding or learning based on the learner’s experience in the topics or classroom (department of education, 2024). evidence suggests that by applying these theories in the classroom, learners develop a more positive attitude toward the topics (matriano, 2020), enhance learning achievements, environmental attitude, efficacy, and problem-solving competence (cheng et al., 2019). in addition, vygotsky’s zpd was added to emphasize the role of teachers in molding learners to attain the desired competencies (department of education, 2024). pertaining to this theory, taber (2020) mentioned that, “ capabilities of learners are best judged pa ge 12 8 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 123-132, 2024 in terms of support extended in the teaching context and effective teaching (with scaffolding)”. in terms of the approaches, the transdisciplinary approach (from multidisciplinary approach) and application-led approach are added to the new basic education science curriculum. a transdisciplinary approach is an approach that incorporates many school subjects or topics, allowing learners to be immersed in different situations, thus creating meaningful learning (chowdhury et al., 2023; jurgena et al., 2018). the application-led approach focuses on the applications of science concepts from real life, not on the logic of science concepts themselves (department of education, 2024). the addition of these new approaches makes basic science education responsive to the call for 21st-century education, creating authentic learning experiences. overall, the new basic education science curriculum offers new features that is responsive to the country’s needs and global demands. it emphasizes the crucial role of hands-on experiences, experiential learning, and problem-based learning to promote authentic learning experiences. this way, concepts are not just being learned through memorization (rote learning) but rather with a deep understanding of how these concepts can be useful in learners’ daily lives. moreover, the emphasis on scaffolding is also crucial in basic science education, considering the diverse groups of learners. in addition, the new basic education science curriculum is also responsive to the call of 21st-century education and how the competencies can be useful in promoting lifelong learning among learners. global competencies highlighted in the matatag or k to 10 science curriculum the highlighted competencies of the basic education science curriculum under the matatag or k to 10 curriculum were supported by different literature based on different philosophical concepts of world transitions, innovations, and current directions. the general competencies that the new curriculum offers in basic education science in the philippines are (1) critical and creative problem solvers, (2) responsible stewards of nature, (3) innovative thinkers, (4) informed decision makers, and (5) effective communicators. these five general competencies are crucial to attaining the overall goal of the new curriculum, which is scientific, technological, and environmental literacy. in addition, the department of education meticulously planned these competencies, which are aligned with the current and future demands of the workforce (whether belonging to the stem track or not) to achieve global preparedness among future graduates. table 3: matatag or k to 10 competencies and their alignment to 21st century, industry 4.0 and industry 5.0 no. competency 21st century industry 4.0 industry 5.0 1 critical and creative problem solvers (bao & koenig, 2019; binkley et al., 2012; häkkinen et al., 2017; hesse et al., 2015; ince, 2018; rahman, 2019; yadav et al., 2016) (lee et al., 2018; schwab, 2017) (suganya et al., 2024; zizic et al., 2022) 2 responsible stewards of nature (amundson et al., 2015; harahap et al., 2020; mathevet et al., 2018) (gonzález-pérez & ramírez-montoya, 2022; schwab, 2017 liu & tobias, 2024) (ghobakhloo et al., 2022) 3 innovative/inventive thinkers (abdullah & osman, 2010; guo & woulfin, 2016; thornhill-miller et al., 2023; živkoviŀ, 2016) (gonzález-pérez & ramírez-montoya, 2022; schwab, 2017) (suganya et al., 2024; kumar & kukreja, 2024) 4 informed decision makers (jackson & davis, 200 c.e.; merad & trump, 2020; trilling & fadel, 2012) (gonzález-pérez & ramírez-montoya, 2022) (adel, 2022; rinat et al., 2024) 5 effective communicators binkley et al., 2012; trilling & fadel, 2012 (sisinni et al., 2018; wollschlaeger et al., 2017) (suganya et al., 2024) the 21st century is a century that began on january 1, 2001 and will continue on december 31, 2100, marking an additional 100 years of earth’s existence. this century is also often called the digital age, wherein many technological innovations were created to make work easier and production faster (denning, 2022). though there are many opportunities that this age brings in global supply and demand, but still preparedness and readiness remain a challenge. that is why it is very important to prepare community members in transcending to the 21st century by investing in the relevant skills crucial in this digital age (trilling & fadel, 2012). industry 4.0 or fourth industrial revolution, is a philosophical concept that highlights the use of intelligent digital technologies in industrial and manufacturing processes for sustainable production (schwab, 2017). the rise of this concept brings different things, from the use of augmented reality, industrial internet of things, big data analytics, autonomous robots, virtual system integration, and many more, to improving the quality of production pa ge 12 9 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(3) 123-132, 2024 in current society (schwab, 2017). in addition, another characteristic of industry 4.0 is the rise of automation, making industries rely on technology in production (ghobakhloo, 2020). thus, it is very important for community members to develop skills essential in the age of automation. moreover, industry 5.0 is another philosophical concept highlighting the importance of humans working with the technologies (products of technologies) in the modern world (nahavandi, 2019). in addition, this concept rises because of the emergence of automation brought by the industry 4.0. with this philosophical concept, personalized results and production processes become efficient with humans and technologies working together. developing competencies related to industry 5.0 allows learners to become more adaptive and prepared in handling the challenges and opportunities brought by this philosophical concept. furthermore, the new matatag or k to 10 curriculum in basic science education offers relevant competencies for graduates to develop attributes crucial in the 21st century, industry 4.0 and industry 5.0. this assumption is based on the relevant literature supporting the competencies highlighted in the new curriculum (see table 3). by investing on these, the department of education can produce globally competent and prepared individuals that are adaptive and resilient to change. thus, it is worth noting that the new curriculum set by the department of education is responsive to the current demands in the local, national, and international arena. conclusion k to 10 or matatag curriculum in the philippines is the newly implemented curriculum in the country. the aim of this reform revolved around producing competent learners that is responsive to global demands and resilient and adaptive to change. this reform is crucial for the country, especially since the world is now in the digital era and rapidly changing brought by different innovations and inventions. with this, the department of education carefully plans what life-long competencies should be included in the new curriculum in response to the changes in modern society. in the context of science education under the newly implemented curriculum in basic education, it is evident that the competencies are responsive to the call of the 21st century, industry 4.0 and industry 5.0. the general aim of this reform revolves around uplifting the scientific, environmental, technological, and engineering literacy of learners in the country. by focusing on these literacies, the philippines aims to attain a world-class science education. although this new basic education science curriculum is still young and may undergo a series of reforms, still this new curriculum offers a promising result that is beneficial to the country in general. references abarca, c. 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(2022). from industry 4.0 towards industry 5.0: a review and analysis of paradigm shift for the people, organization and technology. energies, 15(14), 5221. https://doi.org/10.3390/en15145221 pa ge 1 pa ge 51 american journal of education and technology (ajet) enhancing student engagement and achievement in biology through interactive slide presentations louis f. ruado1*, leah amor s. cortez2 volume 3 issue 1, year 2024 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v3i1.2520 https://journals.e-palli.com/home/index.php/ajet article information abstract received: january 22, 2024 accepted: february 29, 2024 published: march 06, 2024 in response to the emergence of education 4.0 and the covid-19 pandemic, the need to utilize effective emergency remote teaching technologies to enhance student engagement and achievement has never been more urgent. this mixed methods research investigated the effects of biology interactive slide presentations on the achievement and engagement of grade 12 stem students. biology interactive slide presentations were created using pear deck and nearpod applications. six biology lessons about the central dogma of molecular biology and dna recombination were taught to 28 students using the educational tool. the students’ achievement was determined using a one-group pre-test-post-test design. the results of the paired-sample t-test revealed that there is a significant difference in the achievement of the students before and after the use of the learning tool. the students’ engagement was investigated through focus group discussion with five randomly selected students, and outcomes related to students’ engagement were identified as improving their cognitive, emotional, and behavioral engagement. keywords achievement, biology interactive slide presentations, nearpod, pear deck, student engagement 1 de la salle university, manila, philippines 2 philippine normal university, manila, philippines * corresponding author’s e-mail: louis_ruado@dlsu.edu.ph introduction in december 2019, the virus severe acute respiratory syndrome – related coronavirus 2, which caused the disease covid-19, spread globally, forcing most governments around the globe to temporarily close their educational institutions. seventy percent of the world’s student population, or more than 1.2 billion learners, are affected by the school closures due to the pandemic (united nations educational scientific and cultural organization, 2020). many countries have started working and studying at home by gradually embracing digital education through various formats. hence, remote learning has been a buzzword in today’s way of instruction. remote learning allows teachers and students to remain connected and engaged while working or staying at their homes. according to ray (2020), remote learning is usually linked to emergencies that pose a threat to student safety. it is evoked during a time of stress. additionally, hodges et al. (2020) describe the concept of emergency remote teaching which refers to the temporary shift of instructional strategy to an alternative delivery mode due to crisis circumstances like this covid-19 pandemic. its objective is to provide temporary access to instruction and support in a manner that is quick to set up and is reliably available during an emergency or crisis. the covid-19 pandemic changes and affects our educational system but these changes could also prompt educational innovations. traditional classrooms with centuries-old lecture-based approaches, and outmoded classroom strategies with the slow pace of change in our global academic institutions are lamentable. on a silver lining, covid-19 could become a catalyst for the educational community to search for innovative solutions in a relatively short period (tam & el-azar, 2020). additionally, the 4th industrial revolution which involves the emergence and applications of new technologies affects every aspect of our lives including education. in response to the covid-19 pandemic and the emergence of education 4.0, technology integration and utilization play a big role in allowing both teachers and students to adapt to this new vision of learning. as schools around the world respond to the covid-19 pandemic, the need for emergency remote teaching tools has never been more urgent. presentations still play a significant role in emergency remote teaching but even in the physical classroom setup, the common presentation software is already being criticized. microsoft powerpoint is a presentation software that has been downloaded on about 1 billion computers and approximately 350 of these presentations are being exhibited every second around the globe (parks, 2012). powerpoint accounts for about 95% of all presentations and has 30 million users a day (holmes, 2007). this high-level usage of the powerpoint presentation would suggest that it is a very useful and effective tool for teaching, but this may not always be the case, as the overuse and misuse of this presentation software have led to several criticisms. literature review at the turn of the 21st century, several critiques and articles began appearing and questioning the use of powerpoint presentations. one of the most popular criticisms is by tufte in his article entitled powerpoint is evil in 2003. he argues that powerpoint presentations “induced stupidity, turned everyone into bored, wasted time and degraded the quality and credibility of communication. it set a speaker’s dominance over the audience”. the article by weimer (2012) entitled “does powerpoint help or hinder pa ge 52 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(1) 51-59, 2024 learning?” also echoes some key concerns in which she believes that using powerpoint encourages passivity and questions whether it encourages interaction for it does not foster the vibrant exchange of ideas. several authors also argue that some powerpoint presentations prompt learners to feel bored, and frustrated and are just a waste of time (anderson & williams, 2012; harman, 2010 cited in (murugaiah, 2016). students also get frustrated and feel ignored when their teacher is concentrating on the presentation and not paying attention to the class (voss, 2004). according to carini et al. (2006), “students may become engaged when their academic experience is characterized by meaningful educational activities which include active learning”. active learning pedagogy coupled with technology opens possibilities for teachers to create interactive and engaging presentations. “twenty-firstcentury students are adept at using technology, which means that incorporating appropriate technology into the classroom can excite and engage students” (metcalf et al., 2016). utilizing interactive slide presentations could potentially provide interactive and engaging presentations in the classroom. there are educational technology tools that can be used to allow interaction within the presentation. pear deck and nearpod applications enable teachers to create interactive presentations by allowing the teacher to share slide presentations with their students through the use of the internet and digital devices such as mobile phones, tablets, or computers. it enables teachers to create presentations that allow learners to respond to different types of assessment throughout the presentation. they can answer the assessments by typing, drawing, or dragging. teachers can view responses in real-time in which the teacher can provide immediate corrective feedback and share the correct answer with the class. students can see and engage with the presentation using their digital devices by logging into the website with a unique access code (robinson, 2018). this feature is called classroom response system (crs), student response system (srs), or ‘clicker’. a technology is considered interactive if it allows interpersonal interaction (lin et al., 2017, cited in lew et al., 2018). interactive learning pedagogy stimulates active learning since it engages students to actively process their learning instead of passively listening to an expert (freeman et al., 2014). vonderwell and turner (2005) postulate that incorporating active learning pedagogy with technology tools can accomplish successful teaching and learning (as cited in khan et al., 2017). numerous studies use technology-based systems such as clickers as an active learning pedagogy to enhance student engagement (caleb & aloysuis, 2016; chih-yuan sun et al., 2014; salemi, 2009; terrion & aceti, 2012). furthermore, some researchers argue that active learning pedagogies can promote student engagement and significantly impact on student learning and performance (riggs & linder, 2016; khan et al., 2017). this is supported by other research that found a positive correlation between student engagement and achievement (ainley & ainley, 2011; dotterer & lowe, 2011; lam, et al., 2014). the study of sumandal (2023) showed that student’s motivation, interest, and cooperation increased using educational games. similarly, mobile-supported self-learning modules enhances tsusents’ oral communication skills (santos, 2023). generally, several researchers and education scholars argue that the misuse of powerpoint presentations induces teacher dominance, student passivity, and boredom, impedes student’s learning, and presents a mismatch in preparing students in this technology-based society (anderson & williams, 2012; harman, 2010; park & choi, 2014; tufte, 2003; weimer, 2012). although there is an abundance of scholarly literature related to the application of active learning pedagogies coupled with technology in education (caleb & aloysuis, 2016; chih-yuan sun et al., 2014; salemi, 2009; terrion & aceti, 2012), there is a limited empirical literature that focuses on the integration of interactive slide presentations to enhance student engagement and achievement in biology. this study adds to the small, but growing research base about the effect of interactive slide presentations on student engagement and achievement. specifically, the researchers aimed to answer the following questions: 1. what is the level of achievement of the students in using the biology interactive slide presentations? 2. is there a significant difference in the achievement of the students before and after the use of biology interactive slide presentations? 3. what are the students’ perceptions of the effect of the biology interactive slide presentations on their engagement? methodology research design the researchers utilized the one-group pre-test-post-test research design and thematic analysis to conduct this mixed methods research. one-group pre-test-post-test is a type of research that tests the impact of a treatment on an outcome. research instrument in this study, the researchers used two research instruments to gather data about student engagement and achievement. one of which is the achievement test composed of 50 researcher-made multiple-choice questions answerable within an hour and was used to evaluate the student’s achievement after creating a table of specification (tos). the instrument was validated by three biology experts and was modified based on their comments and suggestions. a pilot test was conducted to check its reliability through item analysis in which the item difficulty and discrimination index were analyzed. second is the focus-group discussion questions used to gather information on the student’s perceptions of the effect of biology interactive slide presentations on their engagement. it was also validated by three experts, particularly one qualitative expert. pa ge 53 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(1) 51-59, 2024 data gathering procedure in the development of the educational tool, the researchers chose the central dogma of molecular biology and dna recombination as central topics of the presentations because students find difficulty in understanding topics related to genes, chromosomes, protein synthesis, and genetics (cimer, 2012; fauzi & mitalistiani, 2018; tabotabo-picardal & paño, 2018). consequently, six detailed lesson plans that developed and were used as guides on how to deliver the lessons using the interactive slide presentations. the lesson plans were validated by three experts. after the validation, the interactive slide presentations were created using pear deck and nearpod applications. in the beginning, formal letters were provided to the principal and an informed consent form was secured for the intended participants of the study. during the administration, grade 12 stem students were taught using biology interactive slide presentations by simultaneously joining the videoconference platform -google meet. pear deck and nearpod presentations were used to teach the following topics: 1) introduction to dna 2) dna replication 3) transcription & translation 4) protein and mutations 5) dna recombination 6) application of dna recombination. since the two applications have almost similar features, the researchers divided the six lessons. pear deck was used for lessons 1, 2, and 3 and nearpod was utilized for lessons 4, 5 & 6. to gather data on student achievement, students took the pre-test and post-test using the 50 researcher-made multiple-choice questions. lastly, a focus group discussion was conducted with the participation of five randomly selected students from the grade 12 stem students to gather their perceptions on the effects of using the interactive slide presentations on their engagement through the 10 questions. the students’ responses were transcribed, translated into english, and analyzed through deductive thematic analysis. the students’ scores in the pre-test and post-test were statistically analyzed to determine if their achievement had improved using the biology interactive slide presentations. a t-test for dependent means was utilized to identify whether there was a significant difference in student’s scores from the pre-test to the post-test. all statistical analyses were done using the 0.05 level of confidence. spss software was used for the statistical analysis. effect size and normalized gain were also reported. result and discussion problem no. 1: what is the level of achievement of the students in using the biology interactive slide presentations? table 1 summarizes the students’ achievement in using biology interactive slide presentations. a total of 28 students answered the multiple-choice questions after the discussion. the achievement scores of the grade 12 stem students showed that most of them got high scores following the use of the biology interactive slide presentations with a mean post-test score of 34.11. the median score is 35, the most common score is 41. the distribution was negatively skewed indicating that most of the students got high scores in the post-test. a total of 28 students answered the researcher-made table 1: result of descriptive analysis for the achievement scores of grade 12 stem students in using biology interactive slide presentations variable n range sd skewness achievement score 28 35 34.11 35 41 9.03 -.700 50-item multiple-choice questions after the discussion of the central dogma of molecular biology and dna recombination using the interactive slide presentations. in general, the result of the descriptive analysis showed that the mean post-test score of the students is 34.11 out of 50 points, with a median of 35 and 41 as the most common score. the distribution was negatively skewed indicating that most of the students got high scores or got scores above the mean and a few relatively very low scores. several researches revealed that students find difficulty in understanding topics related to genes, chromosomes, protein synthesis, and genetics (cimer, 2012; fauzi & mitalistiani, 2018; tabotabo-picardal & paño, 2018). hence, the researchers developed biology interactive slide presentations which cover topics about the central dogma of molecular biology and dna recombination. the central dogma of molecular biology describes the flow of genetic information from dna to mrna and protein. it involves the fundamental processes of dna replication, transcription, and translation in which proteins are produced based on the message contained in the dna. another lesson taught using the interactive slide presentations was dna recombination wherein students learned about its definition, importance, and the processes involved to form recombinant dna to produce large quantities of the gene of interest or the product encoded by the gene. interactive slide presentations were utilized through the use of two online applications named pear deck and nearpod which allow students to respond to different formative questions. the result from the achievement scores of the grade 12 stem students showed that most of them got high scores after the use of the biology interactive slide presentations. pa ge 54 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(1) 51-59, 2024 problem no. 2: is there a significant difference in the achievement of the students before and after the use of biology interactive slide presentations? table 2 shows the result of the t-test for dependent means analysis from the pre-test and post-test scores of the students. the mean pre-test score of the students is 26.04, while the mean post-test score is 34.11. these data were subjected to the paired sample t-test, with the results showing 8.071 as the mean difference between the pre-test and post-test scores. since 11.043>2.052, where 11.043 is the t-value and 2.052 is the critical value at α=0.05, the researchers rejected the null hypothesis. paired sample t-test revealed that there is a significant difference in the achievement of the students before (x̅=26.04) and after (x̅=34.11) the use of the biology interactive slide presentations. table 2: paired sample t-test result of the pre-test and post-test score of stem grade 12 students measurement n mean std. deviation t-value df p-value g pre-test 28 26.04 7.705 11.043 27 .000 0.11 post-test 28 34.11 8.655 post-test – pre-test 28 8.071 analysing the means of the achievement scores and the direction of the t-value, results showed that there was an improvement in the achievement scores of stem grade 12 students following the discussion of the six biology lessons about the central dogma of molecular biology and dna recombination using the interactive slide presentations from the mean of 26.04 to 34.11 (p<0.05). therefore, biology interactive slide presentations showed a remarkable impact towards improving the students’ achievement. six lessons about the central dogma of molecular biology and dna recombination were taught using interactive slide presentations. biology interactive slide presentations were created through the use of pear deck and nearpod applications that can be described as a combination of slide presentation and clicker. clicker is also called a student-response system because these are educational tools that enable students to participate and respond to questions presented in the slide presentation. clickers are pedagogic tools that mainly aim to provide immediate feedback to both students and teachers and survey or monitor the understanding of the students (blasco et al., 2013). clickers can be used to find out if the students have misconceptions that need to be addressed, to determine the preparedness of the students, to facilitate peer discussion and instruction, to collect assumptions on the result of the experiment, and to poll opinions for the debate (sevian & robinson, 2011). pear deck and nearpod are online applications that provide the means for students to interact in slide presentations. it includes activities like open-ended questions, multiple-choice questions, true or false, drawing, labelling, pairing, and matching, collaborative live board, fill-in-the-blanks, etc. several researchers have found that the use of clickers as an active learning pedagogy can enhance student achievement (caleb & aloysuis, 2016; chih-yuan sun et al., 2014; salemi, 2009; terrion & aceti, 2012). problem no. 3: what are the students’ perceptions of the effect of the biology interactive slide presentations on their engagement? a focus group discussion was conducted to determine the students’ perceptions of the effect of the biology interactive slide presentations on their engagement. findings were based on the outcomes that the students had identified from their use of the biology interactive slide presentations. these outcomes were categorized into 3 following the three components of engagement described in the article written by fredricks et al. (2004) namely: 1) cognitive 2) emotional 3) behavioral engagement. cognitive engagement according to fredricks et al. (2004), the term cognitive engagement is linked to the concept of investment where it refers to the eagerness of students to employ the necessary effort to understand complicated ideas and master difficult skills. one of the outcomes related to cognitive engagement that the students had identified is the capacity of the learning tool to catch their attention and focus on the discussion. bonwell and eison (1991) argue that students’ being cognitively engaged with learning activities or materials is the best description of active learning. the findings revealed the following themes and subthemes related to cognitive engagement with sample responses from the students: theme 1: caught students’ attention to listen and focus on the discussion all of the five focus group participants recognized that the biology interactive slide presentations caught their attention which enabled them to listen and focus on the discussion. at the very beginning of the focus group discussion, student st described the biology interactive slide presentations as an “attention-grabber”. i will describe it as an attention-grabber since the students are more involved in the discussion. our attention is easily grabbed by the lesson or the presentation being presented. additionally, student am explained that the interactive slide presentations grabbed her attention to listen and pa ge 55 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(1) 51-59, 2024 focus on the discussion about biology lessons. i also enjoyed responding to the interactive slide presentations because it really grabbed our attention to focus and listen. student ac also mentioned the term “attention-grabber” and shared with the group that she has a low attention span but with the use of the said educational tool, she was able to focus her attention throughout the discussion to respond to the given activities. the interactive slide presentation is attention-grabbing. personally, i have a short attention span but because the discussion caught my attention, i was able to respond to the given activities. she also added about how they are more engaged and motivated to participate during their virtual classes with the use of the biology interactive slide presentations. the interactive slide presentation is a good and effective method for a discussion. just as what am said, there are a lot of distractions during a virtual class so our focus is unsteady. in the usual activities, sometimes we’re not active in responding. but because we enjoy the activities in the interactive slide presentation, we are motivated to engage and participate in responding to the activities. subtheme: students look forward to the activities throughout the lesson a subtheme was identified under theme 1 wherein several students mentioned that they listened to the discussion because they were looking forward to the activities given throughout the lesson. student mm believed that some students are only joining their online meeting for attendance but they are not listening during the discussion. however, the interactive slide presentations motivated them to listen throughout the discussion due to the activities given before and after the discussion. she further explained that without the activities, students will not listen to the teacher’s discussion. like what they mentioned, in a normal online meeting, students join only for the sake of attendance and won’t listen anymore throughout its duration. in the interactive slide presentation however, students are motivated to listen because of the activities before and after the lesson…the activities before and after the lessons were beneficial for us to understand the lessons. without the activities, the students may not listen to the discussion. student am reiterated how students’ focus is being diverted during virtual classes since students are in the comfort of their homes. she likewise believed that with the use of the educational tool, they were encouraged to listen and focus on the slide presentations because they were looking forward to the upcoming activities or slide presentations. they are basically listening because they would like to respond or have an answer on the next activities. …it encourages the students to listen and participate in the given activities. with the online classes, the students’ attentions are often diverted to other things since they are at home which makes it difficult for them to focus on the discussions. but with the use of interactive slide presentations, their focus is solely on the presentations for they look forward to the upcoming activities and slides.…. we look forward to the discussion so we can answer and participate in the activities that follow. theme 2: concepts become more concrete central dogma of molecular biology and dna recombination comprises topics related to dna, chromosomes, proteins, and various processes that are complex, intangible, and are usually discussed at the molecular level. all of the focus group participants explained that with the use of the biology interactive slide presentations, those difficult, intangible, or complex concepts became more concrete and were better understood. student ac comprehensively explained how these complex biology concepts specifically the lessons about the molecular structure and processes that involve dna became more concrete with the use of the learning tool particularly with the animated pictures and videos included in the slide presentation that helped them understand the processes easily and in much detail. the interactive slide presentation definitely helped us engage in the lessons, particularly in molecular biology. through the presentation, we were able to understand the lessons that can’t be really seen in real life like that of the concept behind the dna structure and dna recombination. and like what am said, through animated images and videos we were able to understand the details thoroughly. we were able to recognize, associate, and remember the terms efficiently. biology is a complex subject but with the approach used, we understood the topics well. student am mentioned how animated videos and pictures helped clarify the meanings of biology terms such as in the lesson about enzymes involved in dna replication. like those of the pictures of enzymes, the animated pictures grab our attention and because of that, the meaning of the terms from the lessons became even clearer. it also becomes easier for us to remember the terms and concepts she repeatedly stated that pictures on the slide presentations served as models or representations so they don’t need to imagine or visualize how these complex concepts work or look like for they can already see it on the screen. the interactive slide presentations were very catchy since we don’t need to visualize things in our minds because we can already see them with the activities given... as i’ve said earlier, we don’t just visualize the images in our mind but we also see them on the screen. ...it helps us understand more the lessons for we do not just visualize the images in our minds but the slides also show those images theme 3: clarify understanding through real-time feedback the biology interactive slide presentations are pa ge 56 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(1) 51-59, 2024 considered as a partial form of a clicker for it allows real-time response and feedback both for the students and teachers. the five participants have recognized this feature and they had identified that real-time, immediate feedback from their teacher helps them clarify their understanding about the lesson. student mm expressed her agreement with the idea that their teacher should see her responses so that she could be given feedback if her answers are correct or how can she make her answers correct. i prefer that my teacher sees my answers so that she can immediately provide feedback and i can be aware of what is actually correct. student ac expressed her belief about the benefits of providing immediate feedback, particularly on how it could guide them during the discussion. one particular scenario she provided is when she tried to get the correct answer several times in the activity about arranging the steps in dna replication by numbering it from the first to the last step. she felt that she strived or tried her best to get the correct answer. if the teacher can give immediate feedback, then she can readily point out if our answers are right. for example, in the activity where we did numbering, several times i tried and there were mistakes and if the teacher can correct it immediately, then i could try again avoiding the same mistakes and i will be able to arrive with the right answer. it helps me strive more so i can obtain the right answer and the records shown on your screen also serve as a guide. theme 4: remember terms and concepts better three students identified this outcome from their use of the biology interactive slide presentations. student st explained how the activities particularly the labelling of the different parts of the cell and the activity that tasked learners to guess the terms with missing vowels helped her remember the terms and concepts even if there were a lot of terms that they needed to remember and memorize, especially in biology. it was a more efficient way of learning lessons in biology since there are a lot of diagrams. it’s like applying the concepts. as there are lots of terms we need to memorize, the activities in the interactive slide presentations help us remember those terms better. with the interactive slide presentations, we can immediately apply the concepts we learned. i discovered that i can remember easily the terms using the activity on missing letters. animated videos and pictures also helped her remember the concepts better. …you can visualize a certain image or a certain diagram, we were able to visualize its image and remember it because of the activity. student am also stated that activities after the lesson exercised their brain to remember and retain information. she specifically mentioned the multiple-choice question activity which enabled her to remember the terms and concepts about proteins and mutations more effectively. we can easily recall the terms and concepts because of the activities given after a discussion. because of these activities, our brain is exercised, which in turn helps us recall the previous lessons discussed. after the discussion, the multiple-choice activity was given wherein the questions were taken from the discussion. with that, we can recall the topics we learned during the discussion. theme no. 5: students become aware that they don’t know or forgot the correct answer three students honestly mentioned that there were times they didn’t respond to the teacher’s questions because they didn’t know or forgot the correct answer. this may imply that the students were aware of the important concepts that they did not understand or missed out on during the discussion and the activities throughout the lesson enabled them to recognize this concern. this may also imply that the students are aware of their learning progress. student am clarified that sometimes she forgot the correct term or answer even if she understood the question. yes, there are times when i cannot respond to the questions for i forgot the answers and even though i understand what the question is pointing out, i forgot its answer. emotional engagement emotional engagement incorporates positive as well as negative reactions to fellow students, teachers, and school that influence willingness to do work and presume to create ties to an institution. it also refers to students’ affective reactions inside the classroom including students’ interest, boredom, anxiety, sadness, and happiness (connell & wellborn cited in fredricks et al., 2004). the following are the outcomes identified by the students from their use of biology interactive slide presentations which are related to their behavioral engagement. theme 1: enjoy and have fun with the activities all of the participants said that they enjoyed and had fun responding to the activities. student ac described her impression of the educational tool as “enjoyed at first glance”. she said that she had fun and was happy to see that all of them could respond and interact with the slide presentation just like a game. she also felt that with the use of the biology interactive slide presentations, they are enjoying and learning at the same time. i enjoyed that activity. at first glance, it left a good impression...i really had fun using it for it engages everyone instead of an individual only. it is fun for it’s like a game where we don’t just enjoy but we also learn. i certainly want to use it again in a virtual classroom. student am also said that she enjoyed responding with the use of the interactive slide presentations because it grabbed their attention to listen to the discussion. i also enjoyed responding to the interactive slide presentations because it really grabbed our attention to focus and listen. pa ge 57 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(1) 51-59, 2024 theme 2: felt confident or at ease four participants stated that they felt confident, comfortable, or at ease in answering the questions embedded in the slide presentations due to the anonymity that the interactive slide presentations provide. “confident and at ease” is how student ac described her experience in answering with the use of the interactive slide presentations. she further explained that it is a great approach for students to participate especially if they are not confident with their answer or are not fond of participating in class. when i answer anonymously, i become confident or i am at ease. like what st said, even though you’re uncertain of your answer you feel assured that no one will recognize that it was you who answered. there are times when we are not confident about our answers though correct, so this interactive slide presentation gives us the opportunity to answer without exposing our identity. it’s a great approach for students who are particularly reluctant to participate in class discussions. student ds agreed with the answer of student ac that some students are not responding because they are not sure about their answer and they are scared to be judged or be embarrassed in front of the class. however, due to the anonymity feature of the educational tools, students could provide whatever their opinion is without being scared to be identified by their classmates. like what ac said, i feel confident answering anonymously using the interactive slide presentation. there are students who, despite knowing the answers, do not respond for they feel uncertain of their answers. they feel weary that they may be humiliated and judged so they’ll just opt out. this interactive slide presentation is better because they can provide any answers or opinions or whatever it is they’ve learned from the discussion without exposing their identities. theme 4: share sentiments with classmates student st believed that the feature that allowed all of them to respond at the same time brought back the faceto-face class environment wherein students were excited to participate seeing that all of them were answering, sharing the same sentiments either joy or struggle in class. the part that all of us could respond to the questions at the same time was one of the features of face-to-face classes that were lost in online classes. the interactive slide presentation, however, brought back that feature. in a normal class environment, students are eager to participate with the belief that we have our classmates. we share the same sentiments, struggle, and joy when we respond to questions. student ds agreed with the perspective of student st that it brought back the face-to-face classroom environment wherein students were motivated to answer seeing that many of them were responding to the teacher’s question. we become motivated to respond and to listen since everybody is participating. as st also said, it brings back the feature of the face-to-face classes where everyone is motivated if the others are also participating. behavioral engagement in accord with the explanation of fredricks et al. (2004) behavioral engagement is related to the concept of participation and it includes academic as well as extracurricular activities. behavioral engagement may also refer to the conduct or deportment of a student in school (finn & zimmer, 2012). outcomes that are related to students’ behavior were classified into this theme. theme 1: motivated to participate the five focus group participants identified the outcome of students being motivated to respond to questions and participate in the discussion using the interactive slide presentations. the interactive slide presentations motivated student st to respond more eagerly and enthusiastically to the various formative questions and participate in the discussion. i responded more eagerly because we were more involved in this interactive slide presentation. the way we responded, and the way we interacted with the lesson, we were more enthusiastic because we could answer and at the same time we were eager to listen and participate. another student who comprehensively explained this outcome was student ac. she described her experience as ‘enjoying and learning at the same time’ and stated that she actively engaged and participated in the discussions. i was actively engaged and i participated in the discussion as much as i enjoyed the interactive slide presentation. i was more engaged because the various ways of responding to the activities like drawing, using text boxes, and others were really enjoyable. i was enjoying the activities and at the same time, i was learning a lot. theme 2: involved in a friendly competition four participants believed that using biology interactive slide presentations created a friendly competition between the students. student ds mentioned the existence of friendly competition during the discussion. she clarified that friendly competition is not about getting high scores but answering the questions to learn the concepts within the lesson. …it really grabbed our attention and we became more interested in the lesson because of the activities. we became more competitive in a way everyone was encouraged to respond to the questions eagerly and to learn more. student st likewise described their classroom environment as having a healthy competition allowing everybody to answer and encouraging each other to participate in the discussion. there is healthy competition among the class. seeing everyone partake in responding to the questions, makes you want to participate more. it brings excitement to answering together with your classmates. pa ge 58 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 3(1) 51-59, 2024 theme 3: would like to use the interactive slide presentation again all of the students agreed that they would like to utilize the learning tool again in their other classes and two of them mentioned that they would prefer it will be used in all of their classes. student am and student st affirmed that they would want to use the biology interactive slide presentations again. below is the statement from student am describing the biology interactive slide presentations as a good learning tool: …i find it really good. unlike the plain slide presentations wherein the teacher discusses all throughout, the interactive slide presentation grabbed my attention so i definitely want to use it again. student st also said the same by saying that she enjoyed using the learning tool. in terms of experience, i found it enjoyable and i realized that i was eager to participate because of it. and i will definitely want to use it again in a classroom setting. conclusions the findings and results of this study showed that the use of interactive slide presentations significantly enhanced the student’s achievement in biology wherein there was an increase in the student’s scores from pre-test to post-test. the result of the descriptive analysis showed the most of the grade 12 stem students got high scores following the use of the biology interactive slide presentations. outcomes related to student engagement were identified as improving students’ cognitive, emotional, and behavioral engagement. interactive slide presentations can be utilized as one of the ways to improve the quality of teaching and learning, particularly by improving student engagement and achievement during remote learning. however, this study was limited to determining the effects of using interactive slide presentations on students’ achievement and engagement in biology. this study did not investigate the attitudes of both the students and teachers in using the interactive slide presentations. the researchers utilized a one-group pre-test-post-test design using the researcher-made 50-item multiple-choice questions to determine the student’s achievement before and after using the learning tool. additionally, the methodology used to determine the effects of the educational tool on students’ engagement was limited to a focus group discussion with the participation of five randomly selected students. further studies can be conducted by taking a larger sample, lengthening the amount of time provided for students in using the educational tool and covering more lessons including other branches of science, and may also investigate the teachers’ perceptions of the use of the interactive slide presentations. acknowledgments the authors would like to express their sincerest gratitude to the department of science and technology science education institute (dost-sei) through the capacity building program in science and mathematics education (cbpsme) for the support given in this study. additionally, we hereby recognize science experts in validating the biology interactive slide presentation and research instruments. references ainley, m., & ainley, j. 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(2021). the different types of covid-19 vaccines. https://www.who.int/newsroom/feature-stories/detail/the-race-for-a-covid-19vaccine-explained pa ge 1 pa ge 92 american journal of education and technology (ajet) breaking language barriers: the impact of translanguaging on student classroom engagement and esl confidence among grade 7 students of dr. yanga’s colleges inc mikaela louise de guzman1* volume 4 issue 4, year 2025 issn: 2832-9481 (online) doi: https://doi.org/10.54536/ajet.v4i4.4969 https://journals.e-palli.com/home/index.php/ajet article information abstract received: april 07, 2025 accepted: may 13, 2025 published: november 14, 2025 this study highlights the role of translanguaging a method where mixed language (l1 and l2) is utilized in the pedagogy and its impact on the student classroom engagement and confidence in using english as the second language. using an experimental design that focuses on the result of the pre-test and post test results of the participants, the study investigated how the strategic use of both english and filipino coined as translanguaging during instruction affect students’ participation, confidence, and language preference. seventy students participated in an eight-week intervention, transitioning from an englishonly classroom as the first phase to the second phase where the researcher employed translanguaging strategies. data were collected through surveys, classroom observations, and participation logs, and analyzed using paired-sample t-tests, chi-square tests, and descriptive statistics. results revealed significant improvements in students’ engagement (p < .001), participation frequency (p < .001), and esl confidence (p < .001) after the intervention. the researcher of the study found out that most students preferred the translanguaging method, supporting the communicative and cognitive value of using the integration of their native language towards learning the second language. additionally, student perceptions show undeniable approval of translanguaging as a classroom practice. the findings affirm that translanguaging enhances learners’ emotional security, encourages meaningful participation, and validates linguistic identities. this study contributes to the growing body of literature advocating for inclusive and multilingual education practices, particularly in english-dominant philippine classrooms, where students benefit from leveraging their full linguistic abilities. keywords esl confidence, translanguaging, linguistic identity 1 dr. yanga’s colleges inc., philippines * corresponding author’s e-mail: mikee.deguzman@dyci.edu.ph introduction educational institutions within linguistically diverse nations such as the philippines operate within a complex sociolinguistic framework where learners must navigate multiple language systems across both academic and social aspects. the archipelagic nation hosts in more than 180 different languages, making linguistic diversity not merely a cultural characteristic but an everyday educational reality (martin, 2014). despite this multilingual landscape, numerous philippine educational institutions particularly those in the private sector and urban environments frequently implement strict english-only instructional policies that effectively isolates non-native english speakers and disregard the documented cognitive and affective advantages of utilizing students’ comprehensive linguistic resources (libladilla, 2024; tupas & martin, 2017). while english maintains its status as an official language and predominates as the instructional medium across most private educational institutions, particularly after elementary education, it represents a second or tertiary language for numerous filipino learners, who typically acquire filipino and/or a regional mother tongue such as cebuano, ilocano, or hiligaynon prior to english instruction (dekker & young, 2005). this hierarchical language arrangement generates a pedagogical contradiction: although english proficiency is positioned as essential for academic advancement and socioeconomic opportunity, many students lack sufficient language competence and self-assurance to participate effectively in english-dominant learning environments. consequently, phenomena such as language anxiety, reluctance to participate, and classroom disengagement become widespread, particularly among students transitioning from public educational institutions where native languages receive emphasis during foundational years under the mother tongue-based multilingual education (mtb-mle) framework (gatil, n.d.; bernardo, 2004). the phenomenon of language anxiety, known as the fear or apprehension experienced during second language acquisition or utilization, constitutes substantial consequences to language development and academic achievement. horwitz (2001) tells that this apprehension regarding negative evaluation in l2 contexts frequently manifests as self-consciousness, participatory withdrawal, and diminished classroom engagement. students in developmental transitions exemplified by grade 7 learners often internalize these anxieties, associating english communication with experiences of inadequacy, embarrassment, or academic shortcoming (young, 1991). these effective components are essential to successful second language acquisition, underscoring the need for pedagogical methodologies that address both linguistic competence barriers and emotional challenges. pa ge 93 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(3) 92-103, 2025 translanguaging represents one such promising pedagogical intervention that acknowledges and legitimizes multilingual practices within educational settings to enhance learning processes and expressive capabilities. originally conceptualized by welsh educator cen williams and subsequently expanded by garcía and wei (2014), translanguaging describes the dynamic processes through which multilingual individuals utilize their comprehensive linguistic repertoire to construct meaning, facilitate understanding, and communicate effectively. unlike conventional code-switching, which presupposes discrete language systems, translanguaging emphasizes the integrated and interconnected nature of language practices within multilingual contexts (cenoz & gorter, 2020). the translanguaging approach offers a paradigmatic transformation from the monolingual assumptions that have historically dominated educational discourse. rather than conceptualizing the first language (l1) as an impediment, translanguaging positions it as an essential cognitive scaffold for second language (l2) acquisition, such as english. this approach encourages learners to process complex conceptual information through their dominant language before articulating these concepts in english, thereby enhancing comprehension, retention, and expression (creese & blackledge, 2010). this scaffolded methodology not only facilitates deeper cognitive engagement but also mitigates the emotional burden associated with utilizing a less familiar language within high-stakes academic environments. empirical investigations across diverse multilingual educational contexts substantiate the pedagogical efficacy of translanguaging practices. research conducted by garcía and wei (2014) demonstrated that students permitted to utilize their home languages in academic contexts exhibited enhanced confidence, superior critical thinking capabilities, and increased engagement. similarly, reyes (2018) determined that translanguaging practices implemented in filipino classrooms resulted in increased student participation, enhanced inclusivity, and validation of learners’ linguistic identities. within this framework, translanguaging functions not merely as a linguistic methodology but as a sociocultural and affective intervention that establishes a more equitable and responsive learning environment. the philippine educational context presents particularly favorable conditions for translanguaging implementation. with established policies such as mtb-mle operating at the elementary level, there exists institutional recognition of multilingual education benefits. however, this progressive approach frequently diminishes at higher educational levels, particularly within private institutions where english proficiency is valued and is universally recognized as an indicator of one’s level of intellect and global competitiveness (velasco, 2019). within such contexts, english-only policies are frequently enforced under the assumption that immersion accelerates language acquisition. however, research evidence indicates alternative conclusions. cummins (2000) contends that students possessing strong l1 foundations demonstrate superior capacity for l2 acquisition, as cognitive and academic proficiencies transfer across language systems. consequently, restricting students’ access to their l1 potentially hinders rather than facilitates english language development. furthermore, translanguaging methodologies align with contemporary second language acquisition theoretical frameworks. krashen’s (1982) affective filter hypothesis proposes that emotional variables including motivation, anxiety, and self-confidence significantly influence second language acquisition processes. when learners experience psychological safety, affirmation, and competence within their educational environment, the “affective filter” is reduced, facilitating more effective language intake and processing. translanguaging establishes precisely this supportive environment by validating students’ linguistic identities and diminishing performance pressure within english-exclusive contexts. from a sociolinguistic perspective, translanguaging additionally promotes inclusivity and decoloniality. traditional english-only educational policies within postcolonial contexts such as the philippines frequently originate from colonial legacies that privilege nonindigenous languages over native linguistic systems (tupas, 2015). by implementing translanguaging, educators challenge these hierarchical structures and affirm the legitimacy of local linguistic practices. garcia-mateus and palmer (2017) observe that translanguaging pedagogy not only enhances students’ academic development but also reconceptualizes their linguistic heritage as a source of strength, resilience, and knowledge. despite these documented advantages, translanguaging remains underutilized across numerous philippine educational settings. institutional resistance persists, frequently stemming from misconceptions that native language utilization impedes english proficiency development. some educators express concerns that translanguaging may produce “language confusion” or undermine the perceived prestige of english (antony et al., 2024). these apprehensions, while comprehensible, lack empirical substantiation. indeed, accumulating evidence indicates that students exposed to translanguaging methodologies demonstrate superior performance in both language proficiency and academic achievement compared to their counterparts in monolingual instructional environments (cenoz & gorter, 2020). to address this disjunction between theoretical understanding and pedagogical implementation, this investigation examines translanguaging’s function as a pedagogical scaffold for english language acquisition within a private philippine school context. specifically, it analyzes translanguaging’s influence on two critical indicators of esl success: classroom participation frequency and student engagement levels. utilizing observational data and self-assessment instruments, this research aims to provide empirical support for pa ge 94 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(3) 92-103, 2025 translanguaging integration within english-medium instruction. by focusing on grade 7 learners’ affective and behavioral responses, this study explores how enabling students to access their complete linguistic repertoire enhances their confidence, communication willingness, and overall classroom involvement. statement of the problem students in english-medium educational institutions across the philippines particularly those transitioning from filipino-medium public schools frequently encounter significant challenges adapting to english-only classroom environments. these adaptation difficulties often show as less participatory behavior, increased communication anxiety, and lack of confidence in english language production. despite having enough academic qualities and possessing an aspect from multiple intelligences deemed important for academic success, many students experience psychological barriers and hesitation when required to communicate exclusively in their second language english, resulting in classroom shyness or disengagement from learning activities. standard teaching approaches that enforce englishonly instruction often fail to recognize and leverage students’ diverse linguistic resources, inadvertently impacting academic engagement and motivational levels. translanguaging, defined as the strategic classroom utilization of students’ first language (filipino) alongside english, has emerged in educational literature as a potential methodology for creating more inclusive and supportive learning environments. however, the implementation and efficacy of translanguaging practices within philippine educational contexts, particularly in private institutions that maintain strict english-only policies, remains insufficiently investigated. in this light, the study seeks to examine the influence of translanguaging practices on classroom participation patterns and engagement levels among grade 7 esl students at dr. yanga’s colleges inc. the research will analyze how the strategic integration of both english and filipino during instruction affects students’ classroom involvement, confidence development, and motivational orientation toward english language learning, specifically it addresses the following research questions: 1. what is the frequency of grade 7 students’ classroom participation when translanguaging strategies are implemented, as measured by quantitative analysis of verbal contributions during instructional activities? 2. what categories of participatory behaviors (e.g., question formulation, response provision, collaborative discussion engagement) predominate during classroom sessions utilizing translanguaging approaches? 3. what language choices (english, filipino, or alternating usage) do students demonstrate when participating in classroom activities under a translanguaging framework, and what is the relative frequency distribution of each language option? 4. how does translanguaging implementation affect students’ self-reported engagement levels and confidence in english language learning, as measured through comparative analysis of preand post-intervention surveys assessing their language learning perceptions and classroom participation experiences? 5. what perceptions do students commonly express regarding the effectiveness of translanguaging practices in enhancing their classroom participation and overall learning experience? conceptual framework figure 1: conceptual framework this research is grounded in translanguaging theory (garcia & wei, 2014), which offers a pedagogical framework that recognizes and harnesses students’ multilingual resources. the theory suggests that educational outcomes improve when teachers deliberately incorporate both english and students’ native languages during instruction, potentially enhancing student engagement and building confidence in english language production. the framework proposes that learners demonstrate improved performance and self-efficacy when permitted to move fluidly between their linguistic repertoires, thereby advancing more inclusive language education practices within the philippine context. translanguaging represents the independent variable within this conceptual structure, characterized as the systematic pedagogical integration of students’ first language (l1) with english (l2) to facilitate comprehension, encourage participation, and support holistic language development. this approach enclose several instructional strategies, including contextual codeswitching, strategic translation, development of bilingual reference materials, and facilitation of native language peer collaboration. by legitimizing students’ transition between languages, translanguaging creates a learning environment that values linguistic diversity and enables more effective access to educational content. the framework represents two dependent variables: classroom engagement and esl confidence. classroom engagement encompasses students’ behavioral, emotional, and cognitive investment in learning activities, measured through specific indicators including verbal pa ge 95 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(3) 92-103, 2025 participation frequency, sustained attentiveness, peerto-peer interaction, and motivational persistence. elevated classroom engagement indicates active student involvement in the learning process, contributing positively to both individual academic outcomes and broader classroom dynamics. the second dependent variable, esl confidence, refers to students’ self-efficacy beliefs regarding their capacity to comprehend and utilize english in academic contexts. this confidence manifests in their comfort levels with english speaking, writing, and comprehension tasks, significantly influencing their willingness to engage and communicate using english in classroom settings. hypothesis this study investigates the hypothesis that translanguaging an instructional approach that allows students to use their first language (l1) alongside english (l2) in the classroom can significantly enhance language learning outcomes in the philippine context. specifically, it posits that students exposed to translanguaging strategies will demonstrate higher levels of classroom engagement and greater confidence in using english compared to those taught through english-only instruction. by testing this hypothesis, the research aims to provide empirical evidence on the potential of translanguaging to foster a more inclusive and effective english language learning environment for multilingual learners. hypothesis 1: classroom engagement null hypothesis (ho) there is no significant difference in students’ classroom engagement before and after the implementation of translanguaging strategies in english language instruction. alternative hypothesis (h₁) students will demonstrate significantly higher classroom engagement after the implementation of translanguaging strategies in english language instruction. hypothesis 2: esl confidence null hypothesis (ho) there is no significant difference in students’ esl confidence before and after the implementation of translanguaging strategies in english language instruction. alternative hypothesis (h₁) students will demonstrate significantly greater esl confidence after the implementation of translanguaging strategies in english language instruction. materials and methods research design this study evaluated the effects of translanguaging pedagogy on the confidence and classroom participation of grade 7 english as a second language (esl) learners using a quantitative pre-experimental design with a onegroup pretest-posttest model. by enabling a before-andafter comparison this model shed light on the changes in students’ engagement and self-reported confidence in their english. while the post-test phase (weeks 5–8) incorporated translanguaging pedagogy the pre-test phase (weeks 1–4) used an english-only instructional approach allowing for comparisons of student performance before and after the intervention (cohen et al., 2017; garcía & wei, 2014). this study is consistent with translanguaging research which highlights multilingual interaction as a scaffold for enhanced language learning given its design structure (cummins, 2007). this study adds to the body of research that highlights the importance of first-language usage in lowering language anxiety and increasing participation by examining students’ classroom engagement and confidence through translanguaging pedagogy (garcía & wei, 2014; macswan, 2020). research participants students enrolled in the institution’s masterclass program, a large-format colloquium course intended to improve english communication skills in grade 7 served as the study’s participants. every week the masterclass which lasts 60 to 90 minutes can accommodate about 350 students in a single session. in spite of the scale the class used an interactive structured approach that emphasized communication and vocabulary development. students were required to learn a new set of english words by deciphering definitions and comprehending contextual usage for each session. after that students took part in brief tests and used the recently acquired vocabulary to share their thoughts. students had to either create meaningful sentences or participate in discussions using the vocabulary from the previous week as part of the final task. this method made vocabulary learning more handson and engaging, providing a strong basis for tracking changes in student confidence and involvement. students in grade 7 were specifically picked because they are in a crucial stage of their education moving from elementary to junior high school where academic standards drastically change and english is increasingly valued as a teaching language. this change poses emotional and cognitive difficulties for many people. because they frequently worry about being judged or failing learners may find it difficult to express themselves in english which can hinder their ability to participate in class and perform well academically overall (horwitz, 2001; young, 1991). this is an especially delicate time of transition. since they are still in the early phases of adolescence, seventh-graders’ learning behaviors can be significantly influenced by their perceptions of themselves and their peers. although they are still young enough to gain a great deal from interventions that promote inclusivity and confidence-building in learning, they are old enough to start participating in metacognitive reflection (krashen, 1982; cummins, 2000). translanguaging is appropriate for this group because of these factors. students can participate more freely and authentically because it acts as emotional scaffolding in pa ge 96 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(3) 92-103, 2025 addition to being a language tool (creese & blackledge, 2010; reyes, 2018). furthermore long-term attitudes regarding academic communication and english are still being formed by this age group. according to garcíamateus and palmer (2017) and antony et al. (2024) introducing translanguaging at this point can help reframe english learning as a collaborative affirming experience that values all of a student’s linguistic resources rather than as a threatening exclusive practice. students can bridge their understanding of increasingly complex english-language content through translanguaging which promotes both language and academic development. all things considered, the population of grade 7 students is extremely pertinent and significant to this research. they are especially receptive to translanguaging as a pedagogical scaffold in english language instruction because of their developmental stage, linguistic background and place in the educational system. research sampling seventy seventh-grade students from dr. yangas colleges inc. participated in this study. chosen by basic random sampling. because the sample is representative of the broader population this approach helps minimize selection bias and improves the findings external validity (creswell & creswell, 2018). the final sample was limited to students who had perfect attendance for the entire eight-week period in order to guarantee data consistency and reliability. this group gave a fair and accurate picture of how translanguaging techniques might affect students with different levels of english proficiency because they represented a combination of proficiency levels. procedure and instructional phases the eight-week study was split into two instructional phases that compared the effects of translanguaging pedagogy and english-only instruction. this is to ensure that the students have ample time to me introduced with each phase and fairly see if there any any significant difference after the intervention phase 1: english-only instruction (weeks 1–4) the masterclass adhered strictly to the institution’s formal language policy during the first four weeks using only english. every interaction in the classroom including discussions, instructions and student answers took place solely in english. in an english-only learning environment this method sought to establish a baseline for evaluating student confidence and engagement by reflecting common esl practices (cummins, 2007). while facilitating activities and delivering content teachers strictly followed the english language. through vocabulary drills tests and sentence construction assignments students prepared their english reading, speaking and listening skills. in order to generate pre-test data on students’ frequency of participation and self-reported levels of comfort using english this phase acted as the control condition (cohen et al. (2017). additionally it exposed the early affective barriers that some students encountered including limited verbal participation and reluctance to speak problems that have been extensively documented in research on second language acquisition (horwitz, 2001; young, 1991). phase 2: translanguaging pedagogy (weeks 5–8) the class used a translanguaging pedagogy in the second half of the intervention which made it possible to use filipino and english strategically and purposefully. students were encouraged to use their entire linguistic repertoire to make sense of new vocabulary, clarify meaning and express themselves more freely even though english remained the primary language of instruction (garcía & wei, 2014). when pupils needed to clarify concepts, pose inquiries or create meaning teachers permitted the use of filipino and facilitated bilingual conversations. particularly for students who were apprehensive or nervous during the english-only phase this bilingual scaffolding approach sought to reduce affective barriers (macswan, 2020; cummins, 2007). translanguaging gave learners an easy way to start learning english while boosting their confidence and engagement by incorporating their native tongue. studies have indicated that learners are more likely to engage deeply, take academic risks and develop stronger conceptual understanding when they are allowed to use their native language as a cognitive and emotional support (creese & blackledge, 2010; reyes, 2018). due to the lack of a monolingual framework this phase enabled students to engage in more in-depth discussions and show increased comfort using english. data collection instruments the researcher of this study utilized multiple approaches to measure how confident, engaged, and involved students were in class before and after they started using translanguaging, within the eight weeks. the proponent created tools to gather numbers and stories at different times during the study. this gave the researcher a clear picture of how translanguaging affected teaching and learning. preand post-surveys on confidence to gauge how sure students felt about using english, researchers gave out a survey before and after trying translanguaging. this survey asked about key skills: talking, listening, and understanding what they read. students answered questions like “i feel sure about speaking english in class” and “i’m not scared to make mistakes when i speak english.” they chose answers from 1 (totally disagree) to 4 (agree). the pre-survey provided a baseline for students’ selfperceived language confidence; it showed how confident students felt at the start while the english only policy was being implemented, while the post-survey identified changes resulting from the translanguaging approach. pa ge 97 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(3) 92-103, 2025 preand post-surveys on student engagement metrics the researcher of the study measured student engagement with a 10-item self-report survey using a likert scale. students took this survey twice: once before and once after the study. the survey included statements such as “i take part in class discussions when teachers allow translanguaging” and “using two languages helps me share my ideas more in class activities.” students rated their responses on a 4-point scale. this method captured how students felt about and behaved in class as well as how they saw their own involvement in a classroom that used translanguaging. preand post-assessment of frequency of participation the researcher kept track of how often students participated in class using an engagement log. the researcher filled out the first section of the student engagement log during each class session. the log recorded how many times each student contributed to discussions, categorized by: frequency of participation quantitative count of student contributions. this data was collected across sessions both before and after the intervention, allowing for a comparative analysis of change in participation behaviors over time. moreover, to gather categorical data, the researcher included the following: language used identification of the language (english, filipino, or both) used during participation. type of contribution qualitative classification of participation as answering questions, asking questions, engaging in group discussions, or sharing personal opinions. post-only student perceptions on translanguaging to gain insights into students’ thoughts and feelings, the researcher gave out an additional survey after the study ended. this survey used a likert scale to measure views on translanguaging as a teaching method. it asked students to rate statements like “translanguaging helps me understand the subject better” and “i learn more when the teacher uses materials in both my first language and english.” the goal was to see how students felt about translanguaging and its effect on their learning. this was administered after the intervention to ensure that the students understand the whole nature of translanguaging. data analysis to understand how translanguaging impacted learners’ confidence, engagement, and participation in class, the study relied on a mixed-methods strategy that integrated qualitative and quantitative data. this provided a richer and more nuanced understanding of the students’ experiences during the two phases of instruction. quantitative data analysis quantitative data were collected using preand postintervention likert-scale surveys, as well as classroom participation logs. all instruments followed a pre-test/ post-test design using the same group of students, making it possible to track changes over time. confidence and engagement surveys quantitative data was gathered through classroom participation records and delivery logs, as well as through preand post-intervention likert surveys. all of the evaluation instruments were designed to have a pre-test and post-test within one cohort of pupils, thus permitting longitudinal tracking of changes over time. this test helped determine whether students showed significant growth in confidence and engagement after they were allowed to use both english and filipino in class (cohen et al., 2017). participation frequency the participation of students in each session was tracked using an engagement log which recorded each student’s contributions to discussions and activities within the class. as with the surveys, the analysis was done using a pretest/post-test methodology, with the english-only phase serving as the baseline and the translanguaging phase serving as the post condition. a paired-sample t-test was executed to determine whether participation improved in the two phases being compared. this tested the hypothesis that translanguaging increases the frequency of interaction students have in the classroom (horwitz, 2001; young, 1991). categorical and qualitative data analysis language used and contribution type all occurence of participation were further classified according to the language used by the students (english, filipino, or both) and the contribution made (e.g., answering questions, group discussions, personal reflections). the observations were summarized through frequency counts and cross-tabulations in order to identify patterns of language use and participation. this form of analysis assisted in demonstrating how translanguaging was operating to foster more flexible and responsive relationships within the classroom dynamics (creese & blackledge, 2010). post-only perceptions of translanguaging translanguaging as a pedagogical approach was evaluated by students at the end of the research using a post-only likert-scale survey. these responses were summarized using descriptive statistics. students who provided comments were subjected to thematic analysis centered around specific themes, including greater comfort, better comprehension, and stronger willingness to engage (garcía & wei, 2014; reyes, 2018). pa ge 98 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(3) 92-103, 2025 by combining survey data, participation logs, and student perceptions, the analysis offered a well-rounded picture of how translanguaging affected both the emotional and practical dimensions of classroom learning. this comprehensive approach helped highlight not just what changed, but how and why those changes occurred results and discussion this section focuses on how the translanguaging intervention affected students’ confidence, engagement, and participation, and it presents and interprets the study’s findings in light of the research objectives. based on both quantitative and qualitative data, the findings are arranged according to the main areas of study: students’ perceptions of translanguaging pedagogy, classroom engagement levels, frequency and type of student participation, and self-reported confidence in english use. in order to understand how letting students use their entire linguistic ability affects both the affective and behavioral aspects of learning, the discussion incorporates these findings with previously published research. student engagement table 1: student engagement metrics one sample t-test statistic df p meandifference 95% confidence interval lower upper ql student's t 37.8 139 < .001 2.95 2.80 3.10 q2 student's t 33.6 139 < .001 2.90 2.73 3.07 q3 student's t 39.1 139 < .001 2.98 2.83 3.13 q4 student's t 45.2 b9 < .001 3.05 2.92 3.18 qs student's t 38.5 139 < .001 2.90 2.75 3.05 q6 student's t 35.8 139 < .001 2.89 2.73 3.05 q7 student's t 35.7 139 < .001 2.90 2.74 3.06 q8 student's t 36.7 139 < .001 2.91 2.75 3.06 q9 student's t 37.9 139 < .001 2.91 2.76 3.07 q10 student's t 37a 139 < .001 2.84 2.69 2.99 note: ha µ≠0 to determine whether survey responses indicating student engagement levels deviated significantly from a neutral value (set at 2.5 on a 4-point likert scale), a one-sample t-test was used. the purpose of this test was to ascertain whether the sample mean for each item differed statistically from a population mean that was thought to represent neutrality. all of the items’ resulting t-values were greater than 30, suggesting significant deviations from the neutral point. this implies that across all survey items, students’ reported levels of engagement were noticeably higher than neutral. following the introduction of translanguaging techniques, students reported feeling noticeably more involved in class. with p values less than.001 for every engagement item, the 10-item likert-scale survey revealed statistically significant improvements. the highest score was recorded in question 4 (m = 3.05, 95% ci [2.92, 3.18]), indicating that students strongly agreed with feeling more involved and supported when permitted to use both english and filipino in the classroom. the mean differences ranged from 2.84 to 3.05. the information clearly shows that students’ reactions to their learning environment have improved. when translanguaging was promoted, they felt more capable of expressing themselves, participating in conversations, and maintaining their emotional and intellectual interest in the lessons. this is in line with what other researchers have found, which is that speaking students’ native tongues in the classroom increases motivation and engagement in addition to promoting understanding (creese & blackledge, 2010). the translanguaging approach increased students’ willingness to speak up, take chances, and interact meaningfully with the material rather than detracting from their english language learning. according to these results, translanguaging produced a learning environment where students felt more capable, respected, and safe— elements that are essential for both academic achievement and emotional health (cummins, 2007; reyes, 2018). student esl confidence a paired sample t-test was conducted to examine the table 2: student esl confidence levels paired samples t-test statistic df p mean difference se difference pretest average confidence post test average confidence student’s t -88.3 69.0 < .001 -1.02 0.0116 note: ha µmeasure 1-measure 2 ≠ 0 pa ge 99 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(3) 92-103, 2025 difference in participants’ confidence levels before and after the intervention. the findings showed that confidence increased after the intervention in a statistically significant way. participants reported higher levels of confidence following the intervention, according to the analysis, which showed a mean difference of -1.02 between pre-test and posttest scores. there was a significant difference between the two sets of scores, as indicated by the calculated t-statistic of -88.3. the test was based on 70 pairs of data with degrees of freedom (df) equal to 69. a highly significant result was indicated by the associated p-value, which was less than 0.001. the finding that the noticed rise in confidence is due to the intervention and not random variation is supported by the low likelihood of observing this variation by chance. student participation frequency table 3: student participation frequency paired samples t-test statistic df p mean difference se difference frequency pre test frequency post test student’s t -12.3 69.0 < .001 -2.17 0.176 note: ha µmeasure 1-measure 2 ≠ 0 a paired sample t-test comparing before and after the intervention participation data was used to evaluate the effect of the intervention itself on students’ frequency of participation. to find out if there was a significant change over time within the exact same group of participants, this method of statistical analysis was suitable. after the intervention, students participated much more frequently, according to the analysis, which showed a mean difference of -2.17. the estimate was highly precise, as evidenced by the standard error of the mean difference of 0.176. a significant difference between the levels of participation before and after the intervention was suggested by the resulting t-statistic, which was -12.3, a value of considerable magnitude. the test used data from 70 paired observations with degrees of freedom (df) equal to 69. a statistically significant outcome was indicated by the associated p-value, which was less than 0.001. as a result, the null hypothesis, according to which the frequency of participation remained unchanged and was rejected. these results offer strong proof that the intervention was successful in raising pupil engagement rates. language used by the students assesses whether the observed frequencies of language use english, filipino, or both deviate substantially from what would be predicted based on the assumptions of equal distribution. the majority of those participating (65.7%, or 46 out of 70) preferred using both english and filipino during the intervention, according to the observed data. by contrast, only 12.9% (9 students) spoke filipino exclusively, whereas 21.4% (15 students) spoke english exclusively. the null hypothesis, which postulated an equal distribution among the three language categories, was tested against these frequencies. with two degrees of freedom, the chi-square test yielded a test statistic of χ² = 33.80 and a p-value of less than 0.001. the observed usage of language pattern is unlikely to have simply happened by accident, as indicated by the statistically significant deviation from what was anticipated, indicated by this incredibly small p-value. type of contribution performed by students table 4: chi-square for languages used by the students proportions languages used level count proportion b 46 0.657 e 15 0.2 14 f 9 0.129 x2 goodness of fit x2 df p 33.8 2 < .001 a chi-square goodness-of-fit test was used to see if students’ language preferences during the intervention deviated significantly from a uniform distribution. according to mchugh (2013), this statistical process figure 2: upset plot on type of contribution performed by students student contributions were also analyzed via an upset plot across four main levels: answering questions, asking questions, engaging in group discussion and providing personal opinions. the visualization technique was selected due to its ability to visualize intricate overlap between multiple categorical variables. the information shows that 37 students inquired, 35 gave their opinion, 33 discussed in groups and 30 answered questions. these values indicate a relatively even unbiased distribution of participation types, whereby the most frequent individual activity is posting questions. pa ge 10 0 https://journals.e-palli.com/home/index.php/ajet am. j. educ. technol. 4(3) 92-103, 2025 this also shows that the contributions of students are shared in four types of engagement. of the participants who engaged in only one type of activity, 15 students questioned, 12 expressed an opinion, 10 discussed, and 9 responded. these participants showed a concentrated, single-modus commitment. two-way intersections were more common, with 8 students asking questions and providing their own opinions the most common pairing. other recurrent combination were questions and answers (7 students), opinions and debates (6 students) and questions and group discussion together (5 students) further participation was demonstrated by three-way points of intersection: five students combined providing opinions, responding to questions, and participating in discussions, whereas six students asked questions, offered opinions, and answered questions. seven students participated in each of the four kinds of contributions, demonstrating the greatest degree of engagement. these students demonstrated a wellrounded engagement in class interaction by participating in discussions, sharing opinions, and asking and answering questions. student perceptions on translanguaging conclusions the purpose of this study was to investigate how students interact with and perceive translanguaging in a multilingual classroom. the results offer important insights into how students engage with and react to translanguaging practices through an integration of descriptive statistical evaluation and graphic illustrations of participation patterns. the study revealed that translanguaging significantly enhances multilingual classroom dynamics by increasing student engagement, boosting esl confidence, and encouraging frequent and diverse participation. students responded positively to the integration of english and filipino, with data showing an increase in classroom involvement and self-assurance in using english. chisquare analysis confirmed a strong preference for bilingual interaction, validating translanguaging as a natural and effective communicative bridge. the variety of contributions from group discussions to questioning, demonstrated deeper cognitive processing and active learning. furthermore, student perceptions overwhelmingly supported translanguaging’s role in fostering inclusivity and reducing linguistic anxiety. these findings collectively affirm translanguaging as a powerful pedagogical strategy that enriches language learning and classroom interaction. references antony, j., smith, r., & lee, k. 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(2020). pedagogical translanguaging: navigating between languages in multilingual classrooms. language teaching research, 24(2), 149–170. cohen, l., manion, l., & morrison, k. (2017). research methods in education (8th ed.). routledge. creese, a., & blackledge, a. (2010). translanguaging in the bilingual classroom: a pedagogy for learning and teaching? the modern language journal, 94(1), 103–115. https://doi.org/10.1111/j.1540-4781.2009.00986.x table 5: students’ perception score descriptives perception score n 70 missing 0 mean 4.21 me