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Vol.2 No.5 2021 
ISSN: 2745-6056 | e-ISSN: 2745-7036 
https://doi.org/10.47387/jira.v2i5.122  

590 

Received : 13-02-2021 
Revised : 21-04-2021 
Published : 03-05-2021 
 
 

ANALYSIS CURIOSITY AND ANALOGY ABILITIES OF COLLEGE 
STUDENT REVIEWED FROM A SCIENTIFIC APPROACH AT THE 

UNIVERSITY OF MUHAMMADIYAH BONE 
 

A. St. Aisyah Nur1, Anwar Ramli2, Inanna3, Andi Muhamad Iqbal Akbar Asfar4, A. M. 
Irfan Taufan Asfar5, Ernawati6 

Department of Social Science State University of Makassar, Indonesia1,2,3,6, Department of 
Social Science University Muhammadiyah Bone, Indonesia 1,6, Doctoral Program of Educ. 

Science State University of Makassar, Indonesia3,4, Department of Chemical Engineering of 
Polytechnic State of Ujung Pandang, Indonesia3, Department of Mathematic Education of 

University Muhammadiyah Bone, Indonesia4 
andichalazwyboyman3@gmail.com1, anwar288347@yahoo.com2, inanna@unm.ac.id3, 
andiifalasfar@gmail.com4, tauvanlewis00@gmail.com5, ernawati280694@gmail.com6 

 
 

Abstract:  
Curiosity is an attitude and action that always tries to find out more deeply and 
broadly from something that is learned. Meanwhile, analogy is a thought process to 
draw conclusions based on similar processes or data. This is inversely proportional 
to the reality in the field based on the observations of researchers at University of 
Muhammadiyah Bone, researchers see that the curiosity and analogy skills of 
college student in the economic learning process are still classified as very low. 
Lecturers can strive for learning by using innovative, effective and creative learning, 
which can provide opportunities and encourage college student to have high 
curiosity in order to practice their analogical reasoning skills. In connection with 
this, the efforts made by researchers to build curiosity and analogy skills of college 
student in economic learning, namely the need for a scientific approach or a 
scientific process-based approach which is the organization of learning experiences 
in a logical order including the learning process by observing, questioning, 
collecting information, reason (associate) and communicate. The type of research 
used is quantitative research using experimental quantitative methods. The research 
design used, namely Quasi Experimental Design with the form of Non-equivalent 
Control Group Design. The results of this study are proven by the results of the 
analysis of the recapitulation of the student's analogy ability test which can be seen 
in the average final test in the experimental class, which is 7,621 and the initial test 
reaches a value of 6,961. While the results of the final test recapitulation of the 
analogy ability of college student in the control class reached a value of 6,276 while 
the initial test results reached a value of 7.5. While the results of student responses 
are in the valid and reliable category. 
 
Keywords: curiosity; analogy; scientific approach 

 
  



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PRELIMINARY 
Dewi (2014:102); Ntim (2015:2) explained that reasoning is one aspect of higher-order 

thinking skills in the latest curriculum which is categorized as a basic competency that must 
be mastered by college student. Meanwhile, Muchsin & Khumaedi (2016:34) explained that, 
the ability to think analogy is very important for college student in forming a mindset to find 
solutions to problems faced in the learning process. Analogical thinking is a transformation of 
habitual thinking from a simple and spontaneous way to a more structured and systematic 
way. Rankhumise, Petrus & Imenda (2014:298) explained that analogous thinking is the 
center of learners' cognition in the learning process. Therefore, in the learning process the 
ability to think analogy is very important because analogy will sharpen the reasoning power 
of college student. 

The analogy ability of college student will be honed or developed when accompanied 
by high curiosity by college student, because the seriousness of college student in learning 
depends on the desire that arises from within them. This desire that arises can be called 
curiosity. High curiosity can make college student follow the learning process better. 
Therefore, the success of the learning process carried out by the lecturer is determined by the 
curiosity and interest in learning of college student. 

Curiosity is an attitude and action that always seeks to know more deeply and extends 
from something it has learned, seen, and heard (Kemdiknas. 2010:10). Curiosity makes 
college student more sensitive in observing various phenomena or events in their 
surroundings can also be used to show a sense of interest in something. 

Curiosity is the initial capital for college student in the learning process. The existence 
of curiosity, will encourage college student to fulfill their curiosity. In order to fulfill his 
curiosity that will lead college student to the process of searching and then finding. The 
efforts that college student can make in the search process include asking directly to the 
lecturer, discussing with friends and looking for some material in several other book sources 
besides handbooks or the internet (Ameliah., Munawaroh & Muchyidin. 2016:10). Zetriuslita, 
Wahyudin, & Jarnawi (2017:65) stated that, curiosity has the characteristic of finding 
something, where college student are enthusiastic about learning and finding ways to 
investigate existing problems. Weible & Zimmerman (2016) stated that, curiosity is the most 
important aspect in the investigation process to solve problems. 

Based on the observations of researchers at University of Muhammadiyah Bone, it was 
found that the college student' curiosity and use of analogy during the teaching and learning 
process in class were still relatively low. In the learning process, namely college student do 
not have motivation, interest in learning, are unable to cooperate, express opinions, ask 
questions, answer, are unable to express their understanding and the material presented by the 
lecturer is not able to last long, and there is no effort of college student in learning which 
refers to the activity of connecting what is already known with what you want to understand. 
This causes most college student to use less analogous reasoning. 

This problem is caused because the habits of college student in learning are always 
fixated on the lecturer, so that college student do not have many ideas about the problems 
given by the lecturer. Therefore, the implementation of learning in class, the lecturer does not 
only convey information for the achievement of learning objectives but also creates learning 
experiences for college student, the lecturer must strive so that activities in the classroom can 
provide the widest possible opportunity for the experience of college student. 



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The lecturer's role is not only limited as a lecturer (transfer of knowledge), but also as a 
guide, trainer, developer and manager of learning activities that can facilitate student learning 
activities in achieving the goals that have been created. Therefore, lecturers must be able to 
find approaches that can support their role, so that teaching and learning activities can be 
carried out effectively and efficiently. If a lecturer does learning effectively and efficiently, 
this will affect the learning outcomes of college student. 

Based on these problems, lecturers can strive for learning by using innovative, effective 
and creative learning, which can provide opportunities and encourage college student to have 
high curiosity in order to practice their analogical reasoning skills. 

In connection with this, the efforts made by researchers to build curiosity and analogy 
skills of college student in economic learning, namely the need for a scientific approach or a 
scientific process-based approach which is the organization of learning experiences in a 
logical order including the learning process by observing, questioning, collecting information, 
reason (associate) and communicate. 

Learning with a scientific approach is a learning process designed in such a way that 
college student actively construct concepts, laws or principles through the stages of observing 
(to identify or find problems), formulate problems, propose or formulate hypotheses, collect 
data with various techniques, analyze data, draw conclusions and communicate the concepts, 
laws or principles found (Sufairoh. 2016:120; Hamniati., Jufri & Syukur. 2019:109). Besides 
that, it can also attract college student' attention because the learning process involves college 
student in the mental activity process through a discussion of findings and makes college 
student not feel bored in the learning process Nur, et all (2018) and Nur, et all (2018). 

 
METHOD 

This type of research used in this research is quantitative research. The quantitative 
research method can be defined as a research method based on the positivism philosophy, 
used to research on certain populations or samples, data collection using research instruments, 
statistical quantitative data analysis with the aim of testing predetermined hypotheses 
(Sugiyono, 2016:8).  

The quantitative research design used in this research is Quasi Experimental Design. 
Sugiyono (2014:114) states that, Quasi Experimental Design is a design that has a control 
group, but cannot fully function to control external variables that affect the implementation of 
the experiment. The Quasi Experimental Design form used is the Non-equivalent Control 
Group Design. Sugiyono (2014:116) explained that, in the Non-equivalent Control Group 
Design, there was an experimental group and a control group that were not chosen randomly. 
The design patterns used in this study are as follows: 

 
(Adapted from Sugiyono, 2016:79) 

Figure 1. Non-equivalent Control Group Design Research Design 

E

C

X O2O1

O4O3



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Information: 
O1 : Giving the initial test (pretest) to the experimental class 
O2 : Giving the final test (post-test) to the experimental class 
O3 : Giving the initial test (pretest) to the control class 
O4 : Giving the final test (post-test) to the control class 
X   : Providing treatment (application of learning models) in the experimental class 
 
RESULTS 

The results in this study, namely the grid of test and non-test instruments in the learning 
process in building college student' curiosity and analogy skills in the learning process using a 
scientific approach. 

 
A. Curiosity   

Curiosity is an attitude and action that always seeks to know more deeply and extends 
from something it has learned, seen, and heard (Kemdiknas. 2010:10). Curiosity makes 
college student more sensitive in observing various phenomena or events in their 
surroundings can also be used to show a sense of interest in something. 

Curiosity is the initial capital for college student in the learning process. The existence 
of curiosity, will encourage college student to fulfill their curiosity. In order to fulfill his 
curiosity that will lead college student to the process of searching and then finding. The 
efforts that college student can make in the search process include asking directly to the 
lecturer, discussing with friends and looking for some material in several other book sources 
besides handbooks or the internet (Ameliah., Munawaroh & Muchyidin. 2016:10). Zetriuslita, 
Wahyudin, & Jarnawi (2017:65) stated that, curiosity has the characteristic of finding 
something, where college student are enthusiastic about learning and finding ways to 
investigate existing problems. Weible & Zimmerman (2016) stated that, curiosity is the most 
important aspect in the investigation process to solve problems. 

The existence of curiosity will certainly make college student try to find, find, and 
conclude natural problems that college student find in everyday life (Muhammad., Listiani & 
Adhani. 2018:113). 

Curiosity as a scientific attitude has three components, namely belief, feeling, and 
action (AAAS, 2009; Mukhopadhyay, 2014). The first component of a scientific attitude is 
belief. Beliefs are the cognitive basis of scientific attitudes. Belief in what applies to shape 
cognitive learners. The second component is feeling, which is associated with college student' 
emotions about their scientific beliefs. The third component of a scientific attitude is action. 
Learners tend to act on scientific beliefs according to their feelings or opinions 
(Mukhopadhyay, 2014).   

The indicators of curiosity in this study can be seen in table 1.1 below: 
 

Table 1. Indicators of Curiosity 
Concept 

Variables Indicator Operational Definition of Variables 

Curiosity  

Shows an attitude of 
interest or disinterest 
in the discussion of 

material 
 
 

Having interests and interests in objects or subjects that are 
not the same. Usually Curiosity is a strong learner in one area, but 
rather weak or absolutely no curiosity in other fields (Salirawati, 
2012:220). Curiosity makes college student more sensitive in 
observing various phenomena or events in their surroundings can 
also be used to show a sense of interest in something (Amalia & 



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Concept 
Variables Indicator Operational Definition of Variables 

 Pujiastuti. 2016:526). 
Interest can also be said to like or like each person in an 

activity, where interest is the cause of the activity being carried out 
by someone and is also the cause of participation in an activity. 
College student who have high or low interest will affect learning 
achievement (Muldayanti. 2013:17). 

Interesting learning can make college student motivated to 
learn (Hidayatiningsih & Suprapto. 2013:336). 

Ask lecturers and 
friends about the 

subject matter 

Ask or read sources outside the textbook about material 
related to the lesson. The lecturer must be able to present the 
learning process and learning conditions that are conducive to the 
growing curiosity of college student such as being patient in facing 
questions, always guiding and providing reinforcement, asking 
challenging questions, empathy and packaging material that 
contains hanging explanations, so that it makes college student 
curious to ask (Salirawati. 2012:220). 

Looking for 
information from 
various sources 
about learning 

materials 

According to Kemendiknas (2010:10) curiosity is an attitude 
and action that always tries to know more deeply and extends from 
something that it has learned, seen and heard. 

College student who have high curiosity also have high 
motivation in finding answers to a problem (Hidayatiningsih & 
Suprapto. 2013:336). 

Seek information 
from various sources 

about general 
knowledge 

Ask the lecturer about something she heard from your mother, 
father, friend, radio or television. Arifin (2003) stated that, asking is 
an indicator of thinking that college student who have high learning 
motivation tend to ask more frequently than college student who 
have low motivation. 

(Adapted from daptasi Putri. 2013:20; Putri, Khanafiyah & Susanto. 2014:58) 

 
B. Analogy 

The ability to think by analogy is the center of learners' cognition in the learning 
process which requires a continuous process as a cultural process. Culture is built through 
several stages, starting from building concepts to understanding what is learned, including 
building analogy skills. (Rankhumise, Petrus & Imenda. 2014:298). Gofur (2014:21-22) states 
that analogical reasoning is an activity and a process of concluding based on the similarity of 
data or facts. 

Petkov (2017:90) explained that, analogy is the brightest manifestation of relational 
thinking which is the ability to see relationships, not only the relations of things but also the 
relationships between ideas which are then used to obtain other objects or ideas that speak of 
two things. different, one not the other, but two different things compared to one another. 
Jonane (2015:118) explains that, in the analogy that is sought is the similarity of two different 
things and draws conclusions on the basis of that similarity. Analogy can be used as an 
explanation or as a basis for reasoning (Magdas, 2015:1). Sementara Ningrum & Rosyidi 
(2014:22); Roesdiana (2016:173) explained that analogical reasoning is a thought process to 
draw conclusions based on similar processes or data. This shows that analogical reasoning 
skills play an important role in the success of college student in learning. 

 



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The analogy problem that will be discussed refers to the analogy ability indicator 
according to Azmi (2017: 104-107); Nur (2018: 234), namely : 
a. Seeking similar processes in an uncalculated economic task; 
b. Identify similar processes that occur between several economic materials on the same 

subject; 
c. Identify similar processes that occur between several economic materials on different 

subjects, and 
d. Looking for the similarity of processes between economic material if it is related to 

everyday life. 
 
C. Scientific Approach 

The scientific approach is learning that makes college student motivated, makes 
learning more meaningful by creating a pleasant learning atmosphere and college student are 
directly involved both physically and mentally in the learning process. Learning with a 
scientific approach will encourage college student to find the information they need by 
themselves, they not only get information from the lecturer, but they can get information from 
various sources, for example from friends, from experience, from environmental observations 
and from the internet, so that this scientific approach will make college student more active 
and independent (Fatmawati., Sukidin & Suyadi. 2017: 138). Dewi (2019: 216) states that 
learning with a scientific approach aims to familiarize college student with using scientific 
methods or process skills in learning a material. 

The scientific approach is the approach used in learning that is carried out through a 
scientific process (Fadlillah, 2014: 175). In the scientific process, college student construct 
knowledge by asking questions, making observations, making measurements, collecting data, 
organizing and interpreting data, estimating results, conducting experiments, concluding and 
communicating (Martin & David, 2006: 67). 

Hamniati., Jufri, & Syukur (2019:109) states that, learning with a scientific approach is 
a learning process designed in such a way that college student actively construct concepts, 
laws or principles through the stages of observing (to identify or find problems), formulate 
problems, propose or formulate hypotheses, collect data with various techniques, analyze 
data, draw conclusions and communicate the concepts, laws or principles found. 

The principles of the scientific approach in learning activities are student-centered 
learning, forming student self-concepts, avoiding verbalism, providing opportunities for 
college student to assimilate and accommodate concepts, laws and principles, encouraging 
increased student thinking skills, increasing student learning motivation and teaching 
motivation. lecturers, provide opportunities for college student to practice skills in 
communication, and there is a process of validation of concepts, laws, principles constructed 
by college student in their cognitive structures (Makmunah., Tripalupi & Haris. 2019:333). 

 
Table 2. Table Description of Activities and the Role of Lecturers in Learning Activities using the 

Scientific Approach 
Learning Steps Activity Description Lecturer's Role 

Observe 

Learning activities that college student can do for 
example reading, listening, listening, seeing (with or without 
tools). The competence that you want to develop through the 
learning experience to observe is to train sincerity, 
thoroughness, and the ability to find information 

Facilitating college 
student to carry out the 
process of observing. 



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Learning Steps Activity Description Lecturer's Role 

Ask 

Learning activities that can be done are creating and 
asking questions, question and answer, discussing information 
that is not yet understood, additional information that you want 
to know, or as clarification. 

The competencies developed are the development of 
creativity, curiousity, the ability to formulate questions for the 
development of critical thinking skills, and the formation of the 
character of lifelong learners (life long learner). 

Facilitating college 
student to do the 
questioning process. 

Gather 
information/try 

This activity is conducting experiments, reading various 
other sources of information besides those found in textbooks, 
observing objects, observing events, and interviewing a source. 

The competencies that want to be developed include: 
college student will develop a conscientious, honest, polite 
attitude, respect other people's opinions, have the ability to 
communicate, have the ability to gather information in various 
ways, develop learning habits, and become a lifelong learner 
(life long learner) . 

Facilitating college 
student to do the 
process of gathering 
information/trying. 

Reasoning/ 
associating 

Forms of learning activities that can be provided by 
educators include information processing ranging from a variety 
of information that deepens and expands information to 
mutually supportive information, even different or contradictory 
ones. 

Through this learning experience, it is hoped that college 
student will develop an honest, thorough, disciplined, obedient 
to the rules, work hard, are able to apply a procedure in thinking 
deductively or inductively to draw a conclusion. 

Facilitating college 
student to do the 
process of reasoning / 
associating. 

Communicate 

Providing learning experiences to carry out learning 
activities in the form of conveying the results of the 
observations he has made, the conclusions he obtained based on 
the results of the analysis, carried out either orally, in writing, or 
other methods and media. This is intended so that college 
student have the opportunity to develop their competence in 
terms of developing an honest, thorough, tolerant attitude, 
thinking systematically, expressing opinions in a concise and 
clear way, so that they are able to speak properly and correctly. 

Facilitating college 
student to do the 
process of 
communicating. 
 

 
The characteristics of the scientific approach according to Kurniasih & Berlin (2014: 

33) are: 
a. Child-centered; 
b. Involves science process skills in constructing concepts, laws or principles; 
c. Involving cognitive processes that have the potential to stimulate the development of 

the intellect, especially college student' higher order thinking skills , and 
d. Can develop student character. 

The advantages and disadvantages of the scientific approach according to Aprianita 
(2015: 691-692), namely: 
a. Excellence 

1. Guide college student to solve problems through careful planning, data collection, data 
analysis to produce conclusions; 

2. Guide college student to think systematically, critically, creatively, carry out research 
activities and build knowledge conceptualizations; 

3. Fostering student sensitivity to problems that occur in their environment; 



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4. Familiarize college student with learning risks; 
5. Fostering college student' abilities in argumentation and communication, and 
6. Developing student character. 

b. Weakness 
1. Can inhibit the time-consuming pace of learning; 
2. Failure and errors in conducting experiments will result in errors in conclusions, and 
3. If there are college student who are less interested in the material being studied, it can 

cause learning to be ineffective. 
Learning objectives with a scientific approach are based on the advantages of this 

approach. Where, the advantages of the scientific approach according to Machin (2014: 28-
29) are as follows: 

1. Increase intellectual abilities, especially higher order thinking skills; 
2. To shape college student' abilities in solving a problem systematically; 
3. The creation of learning conditions in which college student feel that learning is a 

necessity; 
4. Obtaining high learning outcomes; 
5. To train college student in communicating ideas, especially in writing scientific articles, 

and 
6. To develop student character. 

As for the impact of instructional and impact Bridesmaids approach to scientific in 
the study of this, can be seen in the image below: 

 

 
 

Figure 2. Schematic The instructional impact and accompanying impact  
of the scientific approach 

                          
              Instructional Impact 

                         Accompaniment Impactampak Pengiring 
 

D. Accompaniment Impact 
The instrument is a tool used by researchers to obtain data, process and interpret 

information obtained from respondents using the same measurement pattern (Siregar, 2014: 
75). The research instrument used in this study was an essay test. The instruments in this 
study used: 

  

Scientific 
Aproach 
Model

Knowledge Base Competencies 
(KD-3)

Basic Competencies of 
Knowledge Application Skills 

(KD-4)

Basic Competencies of Spiritual 
Attitude (KD-1)

Basic Competence for Social 
Attitudes (KD-2



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1. Written test 
The written test is a test of learning outcomes of college student. Achievement test used 

to measure the extent to which an understanding of learners against the material being 
studied, as well as curiosity and ability analogy learners in the learning economy. The test 
was conducted by the researcher twice, the first was a pretest or te test before applying a 
scientific approach to the learning process. The test used in this research is in the form of a 
test description. The second test is the post-test or after applying the scientific approach in the 
learning process 

The assessment rubric in this study is used as a reference in the tests used. The scores 
used are between 1-4 according to the indicators determined by the researcher. 

The written test used by the researcher in this study was inseparable from the test 
instrument grid to support the researcher in making the questions to be given to college 
student. The test instrument grid used by the researcher can be seen in the following table: 

  
Table 3. Grid Test Instrument 

No. Aspect Definition Indicator Problem Indicators Instrument's Shape 
Question 
Number 

1 

Analogy 

Ningrum & 
Rosyidi (2014: 
22); Roesdiana 

(2016: 173) 
explains that 
analogical 

reasoning is a 
thought process to 
draw conclusions 
based on similar 

processes or data. 

Looks for similar 
processes in an 
economic task 
without 
calculations. 

College student are able 
to find alternative 
answers about 
the similarity of 
processes in economic 
assignments without 
calculations based on the 
right solutions then share 
the knowledge they get 
accompanied by accurate 
explanations and have 
been able to write five 
Lontara characters 
correctly 

Description 1-3 

2 

Identify similar 
processes that 
occur between 
several economic 
materials on the 
same subject. 
  

College student are able 
to identify source 
problems, target 
problems and build 
correspondence between 
source problems and 
target problems and 
make conclusions about 
what analogies are used 
correctly and have been 
able to write five Lontara 
characters correctly 

Description 4-6 

3 

Identify similar 
processes that 
occur between 
several economic 
subjects on 
different subjects. 

College student are able 
to identify similar 
processes that occur 
between several 
materials and describe 
various examples 
accompanied by 
appropriate explanations 
on different subjects and 

Description 7-8 



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No. Aspect Definition Indicator Problem Indicators Instrument's Shape 
Question 
Number 

have been able to write 
five Lontara characters 
correctly 

4 

Looking for the 
similarity of 
processes between 
economic material 
when linked to 
everyday life 

College student can look 
for alternative answers 
according to the concept 
and are able to combine 
examples 
contextually and have 
been able to write five 
Lontara characters 
correctly 

Description 9-10 

 
The following is a rubric table for assessing college student' analogy skills: 

 
Table 4. Rubric analogy student assessment abilities 

Indicators / Aspects Scoring Thesis Score Score Max 

Looks for similar 
processes in an 
uncalculated 
economic task. 

Didn't identify anything (no answer) 0 

4 

College student are not able to find alternative answers about the similarity 
of processes in economic tasks without calculations based on the right 
solution and then share the knowledge they get accompanied by accurate 
explanations 

1 

College student have not been able to find alternative answers about 
the similarity of processes in economic tasks without calculations based on 
the right solution and then share the knowledge they have gained 
accompanied by inaccurate explanations 

2 

College student are able to find alternative answers about the similarity of 
processes in economic tasks without calculations based on the right 
solution then share the knowledge they have gained accompanied by 
inaccurate explanations 

3 

College student are able to find alternative answers about the similarity of 
processes in economic assignments without calculations based on the right 
solutions then share the knowledge they get accompanied by accurate 
explanations and have been able to write five Lontara characters correctly 

4 

Identify similar 
processes that occur 
between several 
economic materials 
on the same subject. 
  

Didn't identify anything (no answer) 0 

4 

College student are not able to identify source problems, target problems 
and are unable to build a correspondence between source problems and 
target problems and not 
draw conclusions about what analogy to use correctly 

1 

College student have not been able to identify the source problem and the 
target problem and have not been able to build any correspondence 
between the source problem and the target problem by making conclusions 
about what analogy is used correctly 

2 

College student are able to identify source problems, target problems and 
build correspondence between source problems and target problems but 
have not been able to make conclusions about what analogies are used 
correctly 

3 

College student are able to identify source problems, target problems and 
build correspondence between source problems and target problems and 4 



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Indicators / Aspects Scoring Thesis Score Score Max 
make conclusions about what analogies are used correctly and have been 
able to write five Lontara characters correctly 

Identify similar 
processes that occur 
between several 
economic subjects 
on different subjects. 

Didn't identify anything (no answer) 0 

4 

College student are not able to identify similar processes that occur 
between several materials and do not describe various examples 
accompanied by inappropriate explanations on different subjects 

1 

College student have not been able to identify the similarity of processes 
that occur between several materials and describe various examples 
accompanied by inaccurate explanations on different subjects 

2 

College student are able to identify similarities in processes that occur 
between several materials and describe various examples accompanied by 
explanations that are not yet precise on different subjects 

3 

College student are able to identify similar processes that occur between 
several materials and describe various examples accompanied 
by appropriate explanations on different subjects and have been able to 
write five Lontara characters correctly 

4 

Looking for the 
similarity of 
processes between 
economic material 
when linked to 
everyday life 
  

Didn't identify anything (no answer) 0 

4 

College student cannot find alternative answers according to the concept 
and are not able to combine examples contextually 1 

College student can look for alternative answers but are not yet in 
accordance with the concept and have not been able to combine examples 
contextually 

2 

College student can look for alternative answers in accordance with the 
concept and have not been able to integrate examples contextually 3 
College student can look for alternative answers according to the concept 
and are able to combine examples contextually and have been able to write 
five Lontara characters correctly 

4 

(Adapted from Nur, 201 8 : 155-156 ) 
 

2. Questionnaire 
The questionnaire is an information collection technique that allows the analysis to 

study the attitudes, beliefs, behavior and characteristics of several people (Siregar, 2014: 
44). The questionnaire data obtained from this study were used to determine the response of 
college student to learning Economics with a scientific approach. The questionnaire used 
refers to the indicators of curiosity and analogy of college student. 

The non-test instrument grid (questionnaire) used by researchers can be seen in the 
following table: 

 
Table 5. Grating Non Test Instrument (Questionnaire) 

Concept 
Variables Indicator 

Sub Indicator Statement 
Items 

Curiosity 

Shows an attitude of interest or 
disinterest in the discussion of 
material 

1. Trying even if it's wrong 
2. Work on problems 
3. Active thinking 

13, 9 
14.12 
18, 5 

Ask lecturers and friends 
about the subject matter 

1. Spirit 
2. Never give up 
3. Discipline 

15.6 
10.2 
7.3 

Looking for information 
from various sources about 

1. Seek to find out more 
2. Have high motivation 

19.20 
  



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Concept 
Variables Indicator 

Sub Indicator Statement 
Items 

learning materials 21.22 
Seek information from various 
sources about general 
knowledge 

1. Searching for information 
2. Read 
3. Asking 

17.8 
11.14 
16.1 

 
DISCUSSION  

The purpose of this study was to analyze the taste wanted to know and the 
ability analogy participant college student in terms of approach to Scientific University of 
Muhammadiyah Bone measured by the results of tests the understanding of the economic 
subjects. P there is a class experiment in give treatment to approach scientific, 
while the grade control only given direct instruction. 

  
A. Curiosity 

Instruments non test (questionnaire), which consists of 22 items statement first advance 
researchers did test the validity and reliability. P roses development to get the prototype final, 
which is the instrument of research that is val id, practical and effective to be implemented. 
 

1. Validity Test 
Asfar & Aspikal (2017); Asfar, et all (2018) and Asfar, Asfar & Sartina (2018) Stated 

that, before validating models and learning tools, research instruments were first developed. 
The development of learning models and tools is an effort to provide an alternative learning 
model that is practical, meaningful, and fun. Therefore, in this study, the researcher validated 
the learning device (questionnaire) before applying the learning model to the research 
sample. 

The test results of non-test instruments were analyzed to determine the validity of each 
item of the statement. Analysis of the test instruments in this study used Microsoft Excel and 
SPSS. The results of testing the validity of the questionnaire given to college student who 
were not the research sample, namely the 1th semester college student of class B of the 
Economic Education Study Program. The results of the validity calculation are discussed 
in the following table: 

 
Table 6. The decision to test the validity of the questionnaire 

No. Statement item 
Correlation 
coefficient / 

r count 
t Count t Table Decision 

1 0.4732056 2.89265 1,69913 Valid 
2 0 .175757 3 .96145 1,69913 Valid 
3 0.662183 4.75879 1,69913 Valid 
4 0. 7 00 666 4 .35494 1,69913 Valid 
5 0.5606163 3,64582 1,69913 Valid 
6 0.3681629 2.13239 1,69913 Valid 
7 0.568231 3,71872 1,69913 Valid 
8 0.5613517 3.6528 1,69913 Valid 
9 0.4204592 2.49555 1,69913 Valid 



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602 

No. Statement item 
Correlation 
coefficient / 

r count 
t Count t Table Decision 

10 0. 6 623203 3 .09339 1,69913 Valid 
11 0.6205106 4.26111 1,69913 Valid 
12 0.3109667 1.76196 1,69913 Valid 
13 0.4330694 2,58737 1,69913 Valid 
14 0.7192424 5.57494 1,69913 Valid 
15 0. 9 04982 4 .15064 1,69913 Valid 
16 0.4485522 2.70267 1,69913 Valid 
17 0.6205106 4.26111 1,69913 Valid 
18 0.6488948 4.59259 1,69913 Valid 
19 0.7271363 5,70399 1,69913 Valid 
20 0.3170779 1,80042 1,69913 Valid 
21 0.3227013 1.83603 1,69913 Valid 
22 0.3423486 1,96217 1,69913 Valid 

(Adapted from processed research data) 
 
Based on the results of testing the validity of the questionnaire used by researchers, it 

can be concluded that every atiem statements are contained in the questionnaire were in the 
category valid. So that each item statements were used in the study is appropriate to 
use to measure the opinion of participants of the college student on the use of approach 
to scientific to build a sense of want to know and the ability analogy participant college 
student in the process of learning. 

  
2. Reliability Test 

The test results of non-test instruments were analyzed to determine the reliability 
(consistency) of each item of the statement. Analysis of the test instruments in this study used 
Microsoft Excel and SPSS. The results of the questionnaire reliability test were given to 
college student who were not the research samples, namely the 1th semester college student 
of class B of the Economic Education Study Program. The results of the validity calculation 
are discussed in the following table : 

  
Table 7. Questionnaire reliability testing decisions 

No. items per nyataan r count r table 
Don't 
count r11 Decision 

1 0.4732056 0.374 2.892655 0.6424162 Reliable 
2 0 4 75 757 0.374 4 .961447 0.2989682 Reliable 
3 0.662183 0.374 4.758793 0.796763 Reliable 
4 0.400666 0.374 2,35494 0.5721079 Reliable 
5 0.5606163 0.374 3,645815 0.718455 Reliable 
6 0.3681629 0.374 2.132395 0.5381858 Reliable 
7 0.568231 0.374 3,718717 0.7246777 Reliable 
8 0.5613517 0.374 3.652796 0.7190586 Reliable 



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No. items per nyataan r count r table 
Don't 
count r11 Decision 

9 0.4204592 0.374 183.9943 0.5920046 Reliable 
10 0.3623203 0.374 2.093393 0.5319165 Reliable 
11 0.6561126 0.374 4.681924 0.7923527 Reliable 
12 0.3109667 0.374 1.761964 0.4744082 Reliable 
13 0.4330694 0.374 2,587366 0.6043942 Reliable 
14 0.7192424 0.374 5.574937 0.8366969 Reliable 
15 0.504982 0.374 3.150639 0.6710804 Reliable 
16 0.4485522 0.374 2.702668 0.6193111 Reliable 
17 0.6205106 0.374 4.261107 0.7658211 Reliable 
18 0.6488948 0.374 4.592595 0.7870663 Reliable 
19 0.7271363 0.374 5.703988 0.8420138 Reliable 
20 0.3170779 0.374 1,800419 0.4814869 Reliable 
21 0.3227013 0.374 1.836025 0.4879428 Reliable 
22 0.3423486 0.374 1,962172 0.5100741 Reliable 

(Adapted from processed research data) 
 
Based on the results of testing the reliability of the questionnaire used by researchers, it 

can be concluded that each item statements were used in the study is located in 
the categories reliable. Thus, the statement reliable fit for use to measure the opinion 
of participants of the college student about the approach scientifically to build a sense 
of want to know and the ability analogy participant college student in the process of learning. 

 
B. Analogy 

Before the questions were given to the two sample groups, a trial was conducted for the 
questions to be used as a test tool. The questions were tried out in a class that was not the 
research sample but still had the same level of education as the research sample, namely the 
1th semester college student of class B of the Economic Education Study Program at the 
University of Muhammadiyah Bone with a total of 10 questions. 

Based on the results of the recapitulation of the experimental class student scores on 
the aspect of the student's analogy ability indicator, it can be seen in the following table: 

  
Table 8. The results of the recapitulation of the experimental class college student' scores 

Indicator 

Pre Test Post Test 
 

Average of 
each 

question 
item 

Average 
per 

indicator 
Total 

average 

Average of 
each 

question 
item 

Average 
per 

indicator 
Total 

average 

Looks for similar processes in 
an uncalculated economic task. 

7 .85 
6.95 

6. 961 

8 .76 
7 .88 

7. 621 

6 .38 7 .59 
6 .62 7 .29 

Identify similar processes that 
occur between several 
economic materials on the 
same subject. 

5 .88 
6. 9 4 

6 .18 
7 .57 5 

8 .00 8 .97 



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604 

Indicator 

Pre Test Post Test 
 

Average of 
each 

question 
item 

Average 
per 

indicator 
Total 

average 

Average of 
each 

question 
item 

Average 
per 

indicator 
Total 

average 

Identify similar processes that 
occur between several 
economic subjects on different 
subjects. 

6 .91 
7. 4 4 

7 .12 
7 . 6 9 

7 .97 8 .26 
Looking for the similarity of 
processes between economic 
material when linked to 
everyday life 

7 .00 
6. 515 

7 .21 
7.3 4 

6 .03 7 .47 

(Adapted: From processed research data) 
  
Based on the results of the calculation of the test indicators above, it appears that the 

total average in the pre-test reaches a score of 6 . 961 and at the time of the final test (post 
test) , namely 7,621 which means that the student's score during the final test (post test) has 
increased. This is evidenced by the enthusiasm of college student when following the learning 
material with the scientific approach applied by the researcher. 

Meanwhile, based on the results of the recapitulation of the control class student scores 
on the aspect of the student's analogy ability indicator , it can be seen in the following table: 

  
Table 9. The results of the recapitulation of the control class student scores 

Indicator 

Pre Test Post Test 

R verage 
each item 
questions 

Average 
per 

indicator 
Total 

average 

Average of 
each 

question 
item 

Average 
per 

indicator 
Total 

average 

Looks for similar processes in 
an uncalculated economic 
task. 

7 .29 
7 .28 

7. 5 

6 .77 
5 .48 

6. 276 

6 .97 5 .06 
7 .58 4 .61 

Identify similar processes that 
occur between several 
economic materials on the 
same subject. 

8 .00 
8. 1 6 

6 .03 
6 .32 

8 .32 6 .61 
Identify similar processes that 
occur between several 
economic subjects on 
different subjects. 

7 .19 
6. 935 

6 .29 
6 .42 

6 .68 6 .55 
Looking for the similarity of 
processes between economic 

material when linked to 
everyday life 

7 .19 
7 .6 25 

6 .19 
6 .8 85 

8 .06 7 .58 
(Adapted: From processed research data) 

 
Based on the results of the calculation of the test indicators above, it appears that the 

total average in the pre test reached a score of 7. 5 and in the final test (post test), which 
is 6 . 276 which means that the results of the final test (post test) given by college student 
have decreased significantly, because it is lower than the pre-test scores that have been 



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605 

given. This is evidenced by the lack of enthusiasm of college student when participating in 
learning material with the direct learning model applied by the researcher. 

The analogy ability of control and experimental class college student in the learning 
process can be described in the following table 10: 

  
Table 10. Percentage score ability analogy college student 

Category Student analogy skills Very Low Low Enough Good Very good 
Pre test control 5 20 2 2 1 
Post test control - 10 15 5 - 
Pre test experiment 10 1 2 1 0 2 - 
Post test experiment - 4 10 15 5 

Adapted: From processed SPSS research data 
  

Based on the results of the percentage score ability analogy to college student at the top, 
can be concluded that, the value of the ability analogy to college student about pre- test the 
majority located on the ability analogy low . Ability analogy participant learners based on the 
value of the pre-test grade control the majority are in the category of low, while the results of 
the test post test experience an increase of category " low " to the category of " enough ". 
While based on the results of the test pre test class experiment shows that the ability analogy 
participant college student also were on katerori low, while based on the results of post- test 
experience an increase, from the category of " low " to the category of " good ". It is proved 
that the approach is scientifically capable of improving the ability of the analogy of the 
participant college student in the process of learning. 
 
CONCLUSION 

Based on the discussion of the results of research and computation analysis of data 
obtained by the researchers can be concluded that, approach to scientific is one of the 
approaches in the process of learning that can improve the flavor wanted to know and the 
ability analogy participant college student in the process of learning. It is in proved by the 
results of the analysis of recapitulation test the ability of the analogy of college student who 
can be seen in the average test end (post-test) on a class experiment, which amounted to 7,621 
and test the initial (pre-test) reached a value of 6,961. While the results of recapitulation test 
end (post-test) the ability analogy to college student in grade control reached a value of 6.276, 
while the results of the test early (pre-test) reached a value of 7.5. By because it's, approach to 
scientific is one of the alternative solutions to improve the taste wanted to know and the 
ability analogy college student. 

Curiosity of college student can be seen from the response of college student to the 
process of learning that is applied by the lecturer. It is can be seen by the results of the test try 
that applied by the researchers on the results of test validity and reliability. The result of the 
validity of the study is, shows every item statement is in category valid. Meanwhile, based on 
the reliability results, it shows that each statement item is in the reliability category. So that 
the questionnaire that had been tested experimented researchers can be in use without any 
item statements were wasted. 

  
  



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606 

ACKNOWLEDGMENTS 
Many thanks to the rector of the Muhammadiyah Bone University who has provided the 
opportunity and support for this research. Thank you also to Makassar State University and 
Muhammadiyah Bone University for providing support so far. 

 
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