186 Asian Journal of Education and Training Vol. 4, No. 3, 186-196, 2018 ISSN(E) 2519-5387 DOI: 10.20448/journal.522.2018.43.186.196 Investigation of Aggression Levels of University Students (Kocaeli University Case) Özlem Keskin1  Hakan Akdeniz2 ( Corresponding Author) 1,2Faculty of Sports Sciences, Department of Recreation, Kocaeli, Turkey Abstract The aim of this study was to investigate the aggression levels of university students in different departments in terms of sport and other variables. The population of the study consists of university students studying at Kocaeli University; the sample group consists of a total of 700 students, 378 male and 322 female, studying in the Faculty of Sports Sciences, Faculty of Communication and Faculty of Education of Kocaeli University. A screening model was used in this survey. A Personal Information form developed by the investigator and a Turkish-adapted Buss-perry aggression scale was utilized to determine the aggressive attitudes of the individuals. The frequency distribution specified the demographic features and analyzed the data; the T-test examined the relationship between the two independent variables; Anova Variance was used to review the connections between more than one variable. Finally, the significance level is accepted as p<0.05. According to the findings of the research, there are statistically significant differences (p<0.05) in terms of gender, family structure, school department, family attitude, mother still living, sporting situation, kind of sport performed, reason for involvement in sport, cigarette- alcohol abuse and income level. We can state that sport positively affects the aggression levels of university students. Sport also varies by the gender variable, and males are more aggressive than females. It can also be pointed out that aggression varies by the school department, family attitude, cigarette-alcohol abuse, mother still living, reason for playing sport and income level. Keywords: Sport, Aggression, University students. Citation | Özlem Keskin; Hakan Akdeniz (2018). Investigation of Aggression Levels of University Students (Kocaeli University Case). Asian Journal of Education and Training, 4(3): 186-196. History: Received: 28 March 2018 Revised: 7 May 2018 Accepted: 10 May 2018 Published: 15 May 2018 Licensed: This work is licensed under a Creative Commons Attribution 3.0 License Publisher: Asian Online Journal Publishing Group Contribution/Acknowledgement: Both authors contributed to the conception and design of the study. Funding: This study received no specific financial support. Competing Interests: The authors declare that they have no conflict of interests. Transparency: The authors confirm that the manuscript is an honest, accurate, and transparent account of the study was reported; that no vital features of the study have been omitted; and that any discrepancies from the study as planned have been explained. Ethical: This study follows all ethical practices during writing. Contents 1. Introduction .................................................................................................................................................................................... 187 2. Material and Methods ................................................................................................................................................................... 187 3. Findings ........................................................................................................................................................................................... 188 4. Discussion and Conclusion ........................................................................................................................................................... 194 References ............................................................................................................................................................................................ 195 Bibliography ........................................................................................................................................................................................ 196 http://crossmark.crossref.org/dialog/?doi=10.20448/journal.522.2018.43.186.196&domain=pdf&date_stamp=2017-01-14 http://creativecommons.org/licenses/by/3.0/ http://creativecommons.org/licenses/by/3.0/ https://orcid.org/0000-0003-0223-5914 https://orcid.org/0000-0001-8171-1821 https://orcid.org/0000-0003-0223-5914 https://orcid.org/0000-0001-8171-1821 https://orcid.org/0000-0003-0223-5914 https://orcid.org/0000-0001-8171-1821 Asian Journal of Education and Training, 2018, 4(3): 186-196 187 1. Introduction When we think that the existential history of humanity has consisted of various events such as wars, deaths, pillage, and conquest, the place of aggression in the life of a human being can be easily understood. Nowadays, an incremental increase in aggressive behaviors tending towards violence is known around the world (Korkut, 2002; Özdevecioğlu, 2003). Aggression is a behavior type arising in people in different ways. It is quite difficult to distinguish the reasons that induce this behavior from some of the behavior types because aggression includes destroying, hurting, anger and hate, as well as several verbal reactions. On the other hand, aggression is a concept that is used to express the situations or the attitudes involving different reactions (Cox, 1985; Gergen and Gergen, 1986; Köksal, 1991; Tiryaki, 2000). Verbal and symbolic behaviors that arise from moods like irritability and tension avoid improvement. Aggression can be exhibited peacefully, can be self-protective and also be harmful behaviors. Aggression is aimed at the people around one, at institutions and at the physical environment as well. One of the reasons put forward for aggression is that the things desired have not gone well or have hit an obstacle. An aggressive attitude can be described as the action-reaction for a feeling of frustration. Some of the aggressive behaviors displayed to eliminate these situations create a feeling of frustration, while some other aggressive actions are affected by maltreatment, being exposed to domestic violence, unkind and punishing child-rearing methods, divorced parents, economic insufficiencies, and social relationship deficiencies (Budak, 2000; Kocacık, 2001; Tok, 2001; Star, 2004; Cüceloğlu, 2005; Leary et al., 2006). Sports have also been affected by the increase in violence and aggressive events happening in society. An increasing interest in sports, especially football and basketball, and the simultaneous massive increase in sponsorship and advertisement revenue has led to hard competition in these sports branches. As the conditions of the game become harder, the sport arena witnesses vicious conflicts, unethical attitudes, fights and immoralities (Russell, 2003; Özerkan, 2004; Güner, 2006; Kurtic, 2006; Asma, 2008). Sport is not only a struggle to be the most powerful and most successful but also a game, competition, and entertainment that has specific principles and rules. Some athletes or followers who ignore, distort, misemploy or pass off these principles make sport an environment where violence and aggressive behaviors are exhibited (Yetim, 2005). Aggression in sport can be defined as the athlete, trainer or one or more followers trying to verbally or physically destroy another person by using psychological, social or biological factors and ignoring the universal rules and principles of the sport. There is a need to know the roots of this aggression; trainers, athletes and club managers should take responsibility; media organizations should inhibit such programs that trigger aggression; followers, watchers and society need to be educated within the framework of fair-play to attempt to prevent the violence and aggression (Tiryaki, 2000; Acet, 2005; Dervent, 2007; Erşan et al., 2009; Tutkun et al., 2010) Aggression has lived in humanity’s pocket and also attracted notice as a behavior arising as a result of being affected by events. In this sense, our study was conducted to analyze the aggression levels of the students studying in different departments of universities in terms of sports, sports branches and different demographic variables. 2. Material and Methods 2.1. Research Method This paper was created by using the screening model from quantitative research methods. The screening model describes the global tendencies, attitudes or opinions as quantitative or numerical data via studies on a sample selected from the population. This method is advantageous regarding economy, collecting data quickly and determining the features belonging to a large population by using fewer people (Creswell, 2012). 2.2. Population and Sample A total of 700 students, 378 male and 322 female, who study in the Faculty of Sports Sciences and Faculty of Education in Kocaeli University participated in this survey. 2.3. Data Collection Tools Sociodemographic Information Form: All the students received the socio-demographic information form including the information about Gender, Age, Family Structure, Personal Monthly Income Levels, Mother Still Living, Father Still Living, Smoking Habits, Alcohol Habits, Family Attitudes, Playing Sports, Kind of Sports Played, Weekly Sports Hours and Reason for Playing Sport. Buss-Perry Aggression Scale: The Buss-Perry aggression scale was developed by Buss and Perry (1992) and adapted to Turkish by Madran (2012). It is a five-point Likert scale that analyzes the aggressive attitudes of university students. This scale consists of 29 items. Nine of these items (13, 8, 2, 11, 25, 16, 29, 22, 5) constitute physical aggression sub-titles, eight of them (20, 24, 3, 26, 10, 15, 7, 17) constitute hostility sub-titles; seven of them (19, 28, 1, 18, 9, 23, 12) constitute anger sub-titles; five of them (27, 6, 21, 14, 4) constitute verbal aggression sub-titles. High scores taken from the sub-dimensions of the scale refer to the person’s characteristics being high on the relevant dimension. The items of this five-point Likert scale are coded as (1) Absolutely Disagree, (2) Disagree, (3) Neutral, (4) Agree, (5) Absolutely Agree. The ninth and sixteenth items of the scale are inversely coded (Madran, 2012). 2.4. Analysis of Data Frequency distribution was used to analyze the data; a T-test reviewed the relationship between the two independent variables; an Anova Variance analysis test was applied to examine the connections between more than two variables. All these tests were analyzed in SPSS 21, the significance level was accepted as p<0.05. Asian Journal of Education and Training, 2018, 4(3): 186-196 188 3. Findings Table-1. Frequency Table by Socio-Demographic Features n % Gender Male 372 53,1 Female 328 46,9 Age Under 20 ages 190 27,1 20-25 342 48,9 Over 25 ages 168 24,0 Family Structure Elementary Family 489 69,9 Extended Family 211 30,1 School Department Faculty of Sport Sciences 208 29,7 Faculty of Education 285 40,7 Faculty of Communication 207 29,6 Family Attitude Careless 114 16,3 Democratic 189 27,0 Authoritative 188 26,9 Nurturing 209 29,9 Aliveness of Mother Yes 569 81,3 No 131 18,7 Aliveness of Father Yes 569 81,3 No 131 18,7 Personally Monthly Income Level Between 0-1000 174 24,9 Between 1000-3000 342 48,9 3000 and over 184 26,3 Smoking Habit Yes 337 48,1 No 363 51,9 Alcohol Habit Yes 248 35,4 No 452 64,6 Sport Situation Yes 392 54,6 No 308 45,4 Kind of Sport Personal 239 34,1 Team 153 21,9 None 308 44,0 Weekly Sports Hour 0-1 47 6,7 2-4 196 28,0 4-7 153 21,9 None 304 43,4 Reason to Sport Physical 119 17,0 Health 114 16,3 Physical Health 149 21,3 None 318 45,4 N=700 As is seen in Table 1, 328 of the attendees were females, 372 of them were males. The frequency distributions of the attendees by the departments are found as 208 for the faculty of sports sciences; 285 for the faculty of education; 207 for the faculty of communication. Table-2. Significance Table of Aggression Levels Sub-Scales by the Gender Variable Gender n ̅ ± ss t p Physical aggression Male 372 30,91 6,41 2,405 ,016* Female 328 29,72 6,52 Hostility Male 372 27,92 5,93 2,201 ,028* Female 328 26,95 5,64 Anger Male 372 24,50 4,84 3,513 ,000* Female 328 23,22 4,72 Aggression Male 372 17,14 3,48 394 ,693 Female 328 17,03 3,60 Total Aggression Male 372 97,14 17,63 2,970 ,003* Female 328 93,08 17,57 *p<0,05 In Table 2, a significant difference is seen between male and female when looking at the sub-scales of aggression levels by the Gender variable. A significant difference is also observed between the male and female in Hostility sub-scale. One other significant difference (P<0,05) can be seen between male and female in Anger sub- scale. Total aggression scale has a significant difference (P<0,05) as well. There is no significant difference between the genders in Verbal Aggression sub-scale Asian Journal of Education and Training, 2018, 4(3): 186-196 189 Table-3. Significance Table of Aggression Levels Sub-Scales by the Department Variable. Your Department Gender n x sd t p Faculty of Sports Sciences Physical Aggression Male 109 28,96 7,85 ,815 ,416 Female 99 28,06 8,00 Hostility Male 109 26,53 6,62 ,012 ,990 Female 99 26,52 6,34 Anger Male 109 23,42 5,39 ,762 ,447 Female 99 22,87 4,82 Verbal Aggression Male 109 16,67 3,60 ,145 ,885 Female 99 16,60 4,04 Total Aggression Male 109 92,34 20,60 ,626 ,532 Female 99 90,51 20,59 Faculty of Education Physical Aggression Male 109 31,78 5,04 1,18 ,237 Female 99 31,07 4,98 Hostility Male 109 28,17 5,01 1,42 ,156 Female 99 27,32 4,97 Anger Male 109 25,16 4,13 2,90 ,004* Female 99 23,71 4,21 Verbal Aggression Male 109 17,40 3,35 ,009 ,993 Female 99 17,40 3,07 Total Aggression Male 109 99,19 14,26 2,10 ,036* Female 99 95,57 14,17 Communication Physical Aggression Male 109 31,66 6,17 2,31 ,022* Female 99 29,62 6,32 Hostility Male 109 28,94 6,23 2,45 ,015* Female 99 26,88 5,76 Anger Male 109 24,65 5,04 2,39 ,017* Female 99 22,91 5,23 Verbal Aggression Male 109 17,22 3,54 ,479 ,633 Female 99 16,97 3,76 Total Aggression Male 109 99,01 18,03 2,56 ,011* Female 99 92,35 18,11 *p<0,05 As is seen in Table 3, when looking at the sub-scales of aggression levels by the gender and department, there is a significant difference between male and females in Anger and Total Aggression sub-scales in the faculty of education. A significant difference (P<0,05) is observed in Physical Aggression, Hostility, Anger and Total Aggression sub-scales in the faculty of communication. No significant difference is found in other research groups. Table-4. Table of Aggression Levels Sub-Scales by Family Structure Family Structure n x sd t p Physical aggression Elementary Family 489 30,00 6,33 -2,190 ,029* Extended Family 211 31,18 6,78 Hostility Elementary Family 489 27,20 5,66 -1,850 ,065 Extended Family 211 28,10 6,13 Anger Elementary Family 489 23,60 4,73 -2,546 ,011* Extended Family 211 24,61 4,97 Verbal Aggression Elementary Family 489 16,93 3,45 -1,799 ,072 Extended Family 211 17,45 3,70 Total Aggression Elementary Family 489 94,19 17,18 -2,389 ,017* Extended Family 211 97,75 18,68 *p<0,05 When looking at aggression level sub-scale of the family structure, since the Physical Aggression is p=0,029<0,049 and Anger are p=0,011<0,049, there is a significant difference between the Family Structures. Since p>0,049, there is no significant difference between Hostility and Verbal Aggression. Asian Journal of Education and Training, 2018, 4(3): 186-196 190 Table-5. Significance Table of Aggression Levels Sub-Scales by Department Variable. School Department n x sd t p Significance Physical Aggression Faculty of Sport Sciences 208 28,53 7,92 12,91 ,000* Faculty of Sport Sciences - Faculty of Education Faculty of Sport Sciences – Faculty of Communication Faculty of Education 285 31,46 5,01 Communication 207 30,69 6,30 Total 700 30,36 6,48 Hostility Faculty of Sport Sciences 208 26,53 6,47 3,81 ,023* Faculty of Sport Sciences- Faculty of Communication Faculty of Education 285 27,79 5,00 Communication 207 27,96 6,08 Total 700 27,47 5,81 Anger Faculty of Sport Sciences 208 23,16 5,12 4,70 ,009* Faculty of Sport Sciences- Faculty of Education Faculty of Education 285 24,50 4,23 Communication 207 23,82 5,19 Total 700 23,90 4,82 Verbal Aggression Faculty of Sport Sciences 208 16,64 3,80 2,79 ,062 Faculty of Sport Sciences- Faculty of Education Faculty of Education 285 17,40 3,22 Communication 207 17,10 3,64 Total 700 17,09 3,53 Total Aggression Faculty of Sport Sciences 208 91,47 20,57 7,11 ,001* Faculty of Sport Sciences - Faculty of Education Faculty of Sport Sciences – Communication Faculty Faculty of Education 285 97,56 14,31 Communication 207 95,89 18,33 Total 700 95,26 17,70 *p<0,05 In Table 5, when looking at the aggression levels sub-scales by departments, a significant difference (p<0,05) is seen between faculty of sports sciences and faculty of communication and also between faculty of sports sciences and faculty of education in Physical Aggression sub-scale. One more significant difference (p<0,05) can be observed between faculty of sports sciences and faculty of communication in Hostility sub-scale. There is a significant difference (p<0,05) between the faculty of sports sciences and faculty of education in Anger sub-scale. A significant difference (p<0,05) is observed between faculty of sport sciences and faculty of communication and also between faculty of sports sciences and faculty of education in Total aggression scores. Table-6. Significance Table of Aggression Levels Sub Scales by Family Attitude Variable Family Attitude n x sd t p Significance Physical Aggression Careless 114 30,3243 6,77047 5,156 ,002* Democratic – Nurturing, Authoritative - Nurturing Democratic 189 30,8075 6,32501 Authoritative 188 31,4565 4,54946 Nurturing 209 29,0000 7,65729 Total 700 30,3619 6,48937 Hostility Careless 114 27,4071 5,90193 2,054 ,105 Democratic 189 27,3422 6,38887 Authoritative 188 28,3135 4,69726 Nurturing 209 26,8719 6,09361 Total 700 27,4753 5,81890 Anger Careless 114 23,6460 5,01412 1,712 ,163 Democratic 189 23,7923 4,93034 Authoritative 188 24,5691 3,97862 Nurturing 209 23,5481 5,28672 Total 700 23,9061 4,82770 Verbal Aggression Careless 114 17,1593 3,93602 1,064 ,364 Democratic 189 17,1337 3,54363 Authoritative 188 17,3797 2,98026 Nurturing 209 16,7548 3,76129 Total 700 17,0906 3,53885 Total Aggression Careless 114 94,2407 19,27706 3,251 ,021* Nurturing - Authoritative Democratic 189 95,5587 18,27077 Authoritative 188 98,3278 12,98552 Nurturing 209 92,8109 19,59219 Total 700 95,2650 17,70845 *p<0,05 As is seen in Table 6, when looking at aggression levels sub-scales by the family attitude variable, there is seen a significant difference between democratic — nurturing and also between authoritative and nurturing in Physical aggression sub-scale. A significant difference (P<0,05) is observed between Nurturing and Authoritative when looking at total aggression score. Asian Journal of Education and Training, 2018, 4(3): 186-196 191 Table-7. Significance Table of Aggression Levels Sub Scales by Aliveness of Mother Variable Is your mother alive? n x sd t p Physical aggression Yes 569 30,0071 6,45252 -3,017 ,003* No 131 31,9141 6,44666 Hostility Yes 569 27,1577 5,77062 -2,983 ,003* No 131 28,8385 5,85060 Anger Yes 569 23,6014 4,77193 -3,479 ,001* No 131 25,2231 4,86447 Verbal Aggression Yes 569 16,8619 3,36103 -3,582 ,000* No 131 18,0846 4,09393 Total Aggression Yes 569 94,2099 17,32903 -3,232 ,001* No 131 99,8480 18,65954 *p<0,05 There is seen a significant difference between yes and no in physical aggression sub-scale when looking at aggression levels sub-scales by their ‘aliveness of mother’ status. A significant difference is seen between yes and no in Hostility sub-scale. There is the significant difference between yes and no in Anger sub-scale. Verbal aggression sub-scale has the significant difference between yes and no. There is seen significant difference (p<0,05) between yes and no in total aggression scores. Table-8. Significance Table of Aggression Levels Sub Scales by Aliveness of Father Variable Is your father alive? n x sd t p Physical aggression Yes 569 30,2890 6,52878 -,628 ,530 No 131 30,6935 6,32221 Hostility Yes 569 27,3476 5,75996 -1,210 ,227 No 131 28,0394 6,06369 Anger Yes 569 23,7815 4,84054 -1,419 ,156 No 131 24,4496 4,75158 Verbal Aggression Yes 569 17,0071 3,49365 -1,298 ,195 No 131 17,4538 3,72111 Total Aggression Yes 569 94,9418 17,61013 -1,018 ,309 No 131 96,7712 18,15998 p>0,05 There is no significant difference (p>0,05) between physical aggression, hostility, anger, verbal aggression sub- scales and total aggression scores when looking at aggression levels sub-scales by aliveness of mothers variable. Table-9. Significance Table of Aggression Levels Sub Scales by Playing Sports Variable Do you play sports? n x sd t p Physical aggression Yes 382 29,02 6,72 -6,008 ,000* No 318 31,93 5,82 Hostility Yes 382 26,49 5,98 -4,970 ,000* No 318 28,66 5,38 Anger Yes 382 23,03 4,87 -5,313 ,000* No 318 24,96 4,55 Verbal Aggression Yes 382 16,37 3,59 -5,963 ,000* No 318 17,94 3,27 Total Aggression Yes 382 91,54 18,22 -6,159 ,000* No 318 99,80 15,95 *p<0,05 In Table 9, there is seen a significant difference (p<0,05) between yes and no in physical aggression sub-scale when looking at aggression levels sub-scales by playing sports status. A significant difference (p<0,05) is also observed between yes and no in Hostility sub-scale. There is a significant difference (p<0,05) between yes and no in Anger sub-scale. A significant difference (p<0,05) is also seen between yes and no in Verbal aggression sub-scale. We can see the significant difference (p<0,05) between yes and no in Total aggression sub-scale. Asian Journal of Education and Training, 2018, 4(3): 186-196 192 Table-10. Significance Table of Aggression Levels Sub Scales by Type of Sports Played Variable *p<0,05 As is seen Table 10, when looking at aggression levels sub-scales by the ‘type of sport performed’ variable, there is a significant difference (p<0,05) between individual and none and also between the team and none in Physical aggression sub-scale. A significant difference (p<0,05) is seen between individual and none and also between the team and none in Hostility sub-scale. A significant difference (p<0,05) is seen between individual and none and also between the team and none in Anger sub-scale. There is a significant difference (p<0,05) between individual and none and also between the team and none in Verbal aggression sub-scale. When looking at total aggression scores, there is seen a significant difference (P<0,05) between individual and none and also between team and none. Table-11. Significance Table of Aggression Levels Sub Scales by Reason to Sport Variable Reason to Sport n x sd t p Significance Physical Aggression Physical 119 29,15 6,63 22,785 ,000* Physical – None Health – None Physical health – None Health 114 27,36 8,84 Physical Health 149 29,28 5,08 None 318 32,37 5,30 Total 700 30,36 6,48 Hostility Physical 119 26,86 5,85 15,535 ,000* Physical – None Health – None Physical Health – None Health 114 25,34 7,67 Physical Health 149 26,31 4,73 None 318 29,01 5,07 Total 700 27,47 5,81 Anger Physical 119 23,50 4,84 15,100 ,000* Physical – None Health – None Physical Health – None Health 114 22,20 6,32 Physical Health 149 22,85 3,69 None 318 25,15 4,35 Total 700 23,90 4,827 Verbal Aggression Physical 119 16,37 3,81 15,054 ,000* Physical – None Health – None Physical Health – None Health 114 16,09 4,34 Physical Health 149 16,38 2,66 None 318 18,04 3,24 Total 700 17,09 3,53 Total Aggression Physical 119 92,30 18,31 20,784 ,000* Physical – None Health – None Physical Health – None Health 114 88,08 24,12 Physical Health 149 91,41 13,03 None 318 100,79 14,92 Total 700 95,26 17,70 *p<0,05 Do you play sports? n x sd t p Significance Physical aggression Individual 239 28,62 7,00 28,483 ,000* Individual – None Team– None Team 153 28,97 6,64 None 308 32,37 5,36 Total 700 30,36 6,48 Hostility Individual 239 26,05 6,15 18,561 ,000* Individual – None Team– None Team 153 26,77 6,00 None 308 28,94 5,08 Total 700 27,47 5,81 Anger Individual 239 22,70 4,97 17,776 ,000* Individual – None, Team– None Team 153 23,45 4,89 None 308 25,07 4,40 Total 700 23,90 4,82 Verbal Aggression Individual 239 16,41 3,53 20,727 ,000* Individual – None Team– None Team 153 16,24 3,68 None 308 18,03 3,24 Total 700 17,09 3,53 Total Aggression Individual 239 90,24 18,59 26,155 ,000* Individual – None Team– None Team 153 92,50 18,28 None 308 100,60 15,08 Total 700 95,26 17,70 Asian Journal of Education and Training, 2018, 4(3): 186-196 193 As is seen Table 11, when looking at aggression levels sub-scales by ‘reason to sport’ variable, a significant difference (p<0,05) is seen between health and none and also between physical health and none in Physical aggression sub-scale. There is seen a significant difference (p<0,05) between physical and none, between health and none and also between physical health and none in Hostility sub-scale. A significant difference (p<0,05) is observed between physical and none, between health and none and also between physical health and none in Anger sub-scale. A significant difference (p<0,05) can be seen between physical and none, between health and none and also between physical health and none in Verbal aggression sub-scale. There is seen a significant difference (p<0,05) between physical and none, between health and none and also between physical health and none in Total aggression sub- scale. Table-12. Significance Table of Aggression Levels Sub Scales by Smoking Variable (T-test) Do you smoke? n x sd t p Physical aggression Yes 337 29,88 5,98 -1,875 ,061 No 363 30,80 6,90 Hostility Yes 337 27,20 5,41 -1,165 ,244 No 363 27,72 6,16 Anger Yes 337 23,50 4,52 -2,095 ,037* No 363 24,27 5,07 Verbal Aggression Yes 337 16,83 3,47 -1,813 ,070 No 363 17,32 3,58 Total Aggression Yes 337 93,71 16,60 -2,195 ,029* No 363 96,71 18,59 *p<0,05 As is seen in Table 12, since p=0,037<0,049, there is seen a significant difference (p<0,05) in Anger sub-scale when looking at aggression levels sub-scales by the Smoking variable. A significant difference (p<0,05) is found between aggression scores of aggression levels by the smoking variable. Since p>0,049 between Physical aggression, Hostility and Verbal aggression, there is no significant difference (p>0,05). Table-13. Significance Table of Aggression Levels Sub Scales by Alcohol Use Variable. Do you use alcohol? n x sd t p Physical Aggression Yes 248 29,69 6,90 -2,005 ,045* No 452 30,72 6,23 Hostility Yes 248 26,84 6,16 -2,109 ,035* No 452 27,82 5,59 Anger Yes 248 23,13 5,12 -3,132 ,002* No 452 24,32 4,60 Verbal Aggression Yes 248 16,83 3,76 -1,420 ,156 No 452 17,23 3,40 Total Aggression Yes 248 92,52 18,99 -2,957 ,003* No 452 96,74 16,80 *p<0,05 Table-14. Significance Table of Aggression Levels Sub Scales by Income Level Variable Income Level n x sd f p Significance Physical Aggression Between 0-1000 174 27,98 7,81 20,827 ,000* Between 0-1000- 1000- 30000-1000- more than 3000 1000-3000 - over 3000 1000-3000 342 30,52 5,60 3000 and over 184 32,30 5,94 Total 700 30,36 30,36 Hostility Between 0-1000 174 25,57 6,64 20,585 ,000* Between 0-1000 - 1000-3000 Between 0- 1000 - over 3000 1000- 3000 -over 3000 1000-3000 342 27,37 4,97 3000 and over 184 29,43 5,82 Total 700 27,47 5,81 Anger Between 0-1000 174 22,17 5,59 24,352 ,000* 0-1000-1000-3000 0-1000-over 3000 1000- 3000- over 3000 1000-3000 342 23,84 4,15 3000 and over 184 25,63 4,64 Total 700 23,90 4,82 Verbal Aggression Between 0-1000 174 16,38 3,92 8,342 ,000* Between 0-1000 - over 3000-1000 -3000 - over 3000 1000-3000 342 17,01 3,16 3000 and over 184 17,89 3,66 Total 700 17,09 3,53 Total Aggression Between 0-1000 174 88,58 21,12 24,908 ,000* Between 0-1000- 1000- 3000 Between 0-1000- 3000 and over 1000-3000 -over 3000 1000-3000 342 95,15 14,66 3000 and over 184 101,61 17,09 Total 700 95,26 17,70 *p<0,05 Asian Journal of Education and Training, 2018, 4(3): 186-196 194 As is seen in Table 13, when looking at aggression levels sub-scales by ‘Alcohol use’ variable, since Physical aggression is p=0,045<0,049, Hostility is p=0,035<0,049 and Anger are p=0,002<0,049, there is found a significant difference (p<0,05) between these variables and alcohol use. Since p>0,049, there is no significant difference (p>0,05) between verbal aggression and alcohol use. As is seen in Table 14, there is found the difference between Physical Aggression, hostility, Verbal Aggression and Income levels as between 0-1000, between 1000-3000, 3000 and over. 4. Discussion and Conclusion It is seen in our study that the aggression levels of male students are higher than the aggression levels of female students. Kırımoğlu et al. (2008) and Efilti (2008) found that the aggression levels of students in secondary education institutions are higher than those of female students. Scharf (2000) conducted a survey to determine the differences in aggression by gender. According to the findings, verbal aggression does not vary by gender; physical aggression is used more by males. Camadan and Yazıcı (2017) conducted a study called ‘Analyzing the aggression tendencies of students regarding some of the variables.' At the end of the study, they found differences between aggression scores of female and male students. On the other hand, Yönet et al. (2016) conducted a research called ‘Reviewing Aggression-Violence Tendencies of High School Students with Attendance to Recreative Activities.' In their findings, there is no significant difference between the aggression levels of students by the gender variable. Giles and Heyman (2005) analyzed the relationship between gender and aggression in teenagers. They found that the aggression levels of males are higher than those of females. As is mentioned by Fromm (1993) testosterone increases aggression levels; while estrogen decreases aggression levels. Our study shows parallels with the literature. Although there is no significant difference between the students studying in the faculty of sports sciences by gender, it is seen that the aggression levels of male students studying in the faculty of education and faculty of communication are higher in comparison with the aggression levels of female students. This result confirms the findings in Table 3. It is seen when the departments are compared that the aggression levels of the faculty of communication and faculty of education are higher than those of the students studying in the faculty of sport sciences. Sargın (2010) actualized a survey called ‘Reviewing teacher candidates’ awareness levels relating to conflict and violence by several variables’. Sargın analyzed the teacher candidates’ awareness levels relating to conflict and violence by the department they study in. With reference to the findings, the conflict and violence awareness levels of teacher candidates in private areas are higher than the teacher candidates in numeric fields. Erşan et al. (2009) conducted a study called ‘To evaluate the aggression levels of students in school of physical education and sports in terms of socio-demographic aspect’. According to the results of their study, there is no statistically significant difference in terms of department and branch. Erden (2007) examined the differences between the departments that the teacher candidates study in and the types of aggression. There is no significant difference between the departments. Yurttaş (2016) found that the point averages of students studying in the faculty of sport sciences are higher than the students studying in other faculties. As is understood above, there are different results in the literature. Moreover, it is thought within the scope of our research that the statuses, such as socio-demographic structure, personal differences, and region lived in, affected the aggression levels of the students studying in different departments. We can say based upon our study that the children of authoritative parents have the highest aggression levels when looking at the physical aggression sub-scales by the family attitudes and total aggression scores. Under these circumstances, we are of the opinion that the children of domineering parents are more aggressive. Camadan and Yazıcı (2017) conducted a study named ‘Reviewing the Aggression Tendencies Observed in University Students in terms of Several Variables’. According to the results of their study, the highest aggression levels belong to children who perceive the child-rearing method of their parents as authoritarian; the lowest aggression levels belong to children who perceive the child-rearing method of their parents as democratic. The aggression levels of university students statistically vary by the perception about the child rearing method of their parents. Yönet et al. (2016) conducted a survey named ‘To examine the aggression-violence tendencies of high school students with their attendance to recreative activities’. With reference to their findings, there is a significant difference between the aggression levels of students by the family attitude variable. It is seen that the aggression levels of students whose mothers are alive are higher than the aggression levels of students whose mothers are dead. However, there is no difference between the aggression scores of students whose fathers are alive and students whose fathers are dead. Moreover, we can point out that the students who lost their mothers are more aggressive than the students who lost their fathers. Erdogdu (2010) conducted a study called ‘To analyze the aggression tendencies of students regarding different variables.' They found that the aggression tendencies significantly vary by the reaction status of their mother and father. The aggressive tendencies of students whose mother and father are dead are higher than those of students whose parents live together. Per the results of our findings, the aggression levels of the students who do not play sports are higher in comparison with the students who play sports. Yıldız (2009) mentioned in his study that the people who play sports are more aggressive than the people who do not play sports on the disruptive aggression sub-scale; there is no statistically significant difference in the aggression sub-scale. Cobanoglu (1993) compared students who are athletes and students who are not athletes. He found that the aggressive tendencies of athletes are significantly higher than others. Kırımoğlu et al. (2008) and Dervent (2007) mentioned that males who play sports are more aggressive than males who do not play sports. However, there is no significant difference between them in other aggression features. Erdogdu (2010) and Sili (2012) conducted a survey ‘to examine the aggression tendency of students regarding various variables.' They found that the aggression tendency of the students is associated with their regularly playing sports status. The aggressive tendencies of students who regularly play sport are significantly lower than those of students who do not play sports. Much as we monitor different results, the sporting activities increase the determination to win and aggression by force of the training and competitions. It Asian Journal of Education and Training, 2018, 4(3): 186-196 195 can be thought that decreasing the aggression levels of people who play sports can be accepted as normal and foregone conclusions. The aggression levels of students who do not smoke are higher than the students who smoke. The aggression levels of students who do not use alcohol are higher than the students who use alcohol. We can highlight in our study that people who have extended family are more aggressive, namely, as the number of people in the family increases, the aggression level increases at the same time. Factors such as being limited to meeting demands, discrepancies, dissidences and similar situations in extended families may increase the aggression. According to the data of frustration-aggression hypothesis, when the relationship between socio-economic income level and aggression is analyzed, it is expected that the students who have a low-income status are more aggressive as a natural result of experiencing frustration because of economic insufficiencies (Kılınç, 2012). But, it is seen in our survey that as the income level increases, the level of aggression increases at the same time. Camadan and Yazıcı (2017); Sili (2012); Yilmaz (2008); Masalcı (2001) and Ağlamaz (2006) mention that as the income level decreases, the level of aggression increases. On the other hand, Kaynak (2013) expressed that increasing the income level affects the aggression level. According to the results of the study of Ece (2014) the general aggression scores of participants who have medium family income are lower than the attendees who have high family income. The conclusions of both the surveys confirm our study. In conclusion, we can state that males are more aggressive than females; playing sport affects aggression levels; and people who do not play sports are more aggressive than people who play sports. It can be noted that this circumstance may stem from the characteristics of sports, such as renewing and discharging people. Much as there are different results in the literature, it is thought that aggression increases with the increase in income level. Moreover, the children of authoritative parents are more aggressive by the family attitude. It is also seen that students whose parents are dead are more aggressive in comparison with students whose parents are alive. Thus, lack of family love and an authoritarian attitude towards life may cause the aggression. References Acet, M., 2005. Aggression and violence in Sporda. Istanbul: Morpa Publications. pp: 55-56. Ağlamaz, T., 2006. High school students' self - disclosure behavior of aggression score examination in terms of school type, gender, class level, parent education level and monthly income level. Master Thesis, 19th May University Social Sciences Institute, Samsun. Asma, M., 2008. An examination of aggression perceptions of sportsmen participating in intercultural meetings in terms of social-cognitive learning theory (Case of Ankara Province). Gazi University Institute of Educational Sciences Department of Physical Education and Sports Teacher Education, (Unpublished Master Thesis). Budak, S., 2000. Psychology dictionary. Ankara: Science and Art Publications. Buss, A.H. and M. Perry, 1992. The aggression questionnaire. Journal of Personality and Social Psychology, 63(3): 452-459. View at Google Scholar Camadan, F. and H. Yazıcı, 2017. Investigation of aggression trends observed in university students in terms of variable variables. Journal of Higher Education & Science, 7(2): 225-234. Cobanoglu, M.G., 1993. The effect of sporda aggression on sportive performance. İzmir, Dokuz Eylül University, Published Doctorate Thesis, 119. Cox, R.H., 1985. Sport psychology. Dubuque, Iowa: Wm. C. Brown. Creswell, J.W., 2012. Educational research: Planning, conducting, and evaluating quantitative and qualitative research. 4th Edn., Boston: Pearson. Cüceloğlu, D., 2005. Human and behavior. Istanbul: Remzi Bookstore. Dervent, F., 2007. Aggression levels of high school students and their relation to participation in sport activities. Gazi University Institute of Educational Sciences / Department of Physical Education and Sports Teacher Education, Master Thesis. Ankara. Ece, C., 2014. Investigation of the aggressiveness levels of university students and secondary school students watching soccer competitions in the stadium (Sakarya Province). Graduate Thesis, Dumlupınar University Health Sciences Institute, Kütahya. Efilti, E., 2008. A comparative study of aggression and control spaces of students reading in secondary education institutions. Doctoral Thesis, Institute of Social Sciences, Selcuk University, Konya. Erden, N., 2007. Abant Izet Baysal University department of teaching first instruction types of aggression of last year students. Master Thesis, Abant Izzet Baysal University, Institute of Social Sciences, Bolu. Erdogdu, M.Y., 2010. Students' aggression tendencies are examined in terms of some variables. International Conference on New Trends in Education and Their Implications. pp: 11-13. Erşan, E., O. Doğan and S. Doğan, 2009. Socio-demographic evaluation of aggression levels of students of physical education and sport. Cumhuriyet University Cumhuriyet Journal of Medicine, 31(3): 231-238. Fromm, E., 1993. Origins of destruction in the Inside. 2. Publication, Trans: Şükrü Alpagut, Istanbul: Payel Publishing House. pp: 38-68. Gergen, K.J. and M.N. Gergen, 1986. Social psychology. 2nd Edn., N.Y: Springer-Verlag. Giles, J. and G.D. Heyman, 2005. Young children’s beliefs about the relationship between genderand aggressive behavior. Child Development, 76(1): 107 –121. View at Google Scholar | View at Publisher Güner, B., 2006. Examination of aggression levels of athletes engaged in team sports and individual sports. 19th May University of Health Sciences Institute Physical Education and Sports Department Master Degree Thesis. Kaynak, A., 2013. The relationship between emotional intelligence levels and aggression levels of education faculty students is examined in terms of some variables. Graduate Thesis, Gaziantep University, Institute of Educational Sciences, Gaziantep. Kılınç, E., 2012. Investigation of aggression levels of general high school 9th grade students according to some variables and trait anxiety levels. Graduate Thesis, Gaziantep University, Institute of Social Sciences, Gaziantep. Kırımoğlu, H., N. Bright, C. Grade and A. Kepoğlu, 2008. Examination of high school students' aggression levels according to their level of participation in the spore. Niğde University Journal of Physical Education and Sport Sciences, 2(2): 147-154. Kocacık, F., 2001. On the alleged violence, C.Ü. Journal of Economics and Administrative Sciences, 2(1): 1-7. Köksal, F., 1991. Relations between control focus and aggressive behavior. Unpublished PhD Thesis, Ataturk University, Erzurum, Turkey. Korkut, F., 2002. A preliminary study on the adaptation of the expressive aggression scale (ISÖ) to Turkish. Cukurova University Journal of Educational Sciences, 2(23): 48-53. Kurtic, N., 2006. Psycho social causes attacking football surveillance. Master's Degree, Sakarya University Institute of Social Sciences Physical Education and Sports Teacher Education Department. Leary, M.R., J.M. Twenge and E. Quinlivan, 2006. Interpersonal rejection as a determinant of anger and aggression. Personality and Social Psychology Review, 10(2): 111-132. View at Google Scholar | View at Publisher Madran, A.D., 2012. Validity and reliability study of Turkish form of Buss-Perry aggression scale. Journal of Turkish Psychiatry, 23: 1-6. Masalcı, D.A., 2001. Comparison of aggression level and appropriate behavior of the child by family interactions. Graduate Thesis, Dokuz Eylül University Educational Sciences Institute, Izmir. Özdevecioğlu, M., 2003. A research on determining the impact of perceived organizational justice on individualistic aggressive behavior. Journal of Erciyes University Faculty of Economics and Administrative Sciences, 21: 77-96. Özerkan, K.N., 2004. Introduction to sport psychology. Ankara: Nobel Publications. https://scholar.google.com/scholar?hl=en&q=The%20aggression%20questionnaire https://scholar.google.com/scholar?hl=en&q=The%20aggression%20questionnaire https://scholar.google.com/scholar?hl=en&q=Young%20children’s%20beliefs%20about%20the%20relationship%20between%20genderand%20aggressive%20behavior http://dx.doi.org/10.1111/j.1467-8624.2005.00833.x https://scholar.google.com/scholar?hl=en&q=Interpersonal%20rejection%20as%20a%20determinant%20of%20anger%20and%20aggression http://dx.doi.org/10.1207/s15327957pspr1002_2 Asian Journal of Education and Training, 2018, 4(3): 186-196 196 Russell, G.W., 2003. Sport riots: Social- psychological review, Canada foundations of sport. Champaign, IL: Human Kinetics Publishers. Sargın, N., 2010. Examination of teachers' awareness levels of conflict and severity according to various variables. Journal of Theory and Practice in Education Management, 16(4): 601-616. Scharf, S.C., 2000. Gender differences in adolescent aggression: An analysis of instrumentality vs. Expressiveness. Unpublished Doctoral Thesis Michigan University Dep. of Clinical Psyc., Michigan. Sili, A., 2012. A sociological assessment of high school students 'aggression tendencies: The sociological analysis of the secondary education students' aggressive behaviors. EKEV Akademi Magazine, 16: 261-271. Star, S.A., 2004. Parental attitudes and aggression. Journal of Police Science, 6(3-4): 131-150. Tiryaki, Ş., 2000. Sports psychology. Ankara: Publishing House. pp: 3-153. Tok, Y., 2001. The level of aggression of university students with different pattern of judgments on gender roles. Unpublished Master's Thesis, Hacettepe University Social Sciences Institute. Tutkun, E., B.Ç. Güner, S.A. Ağaoğlu and R. Soslu, 2010. Evaluation of aggressiveness levels of team sports and individual sports performers. Journal of Sport and Performance Studies, 1(1): 23-29. Yetim, A., 2005. Sociology and sport. 3rd Edn., Istanbul: Morpa Culture Publications. Yıldız, S., 2009. An investigation of aggressiveness levels of secondary school students who do and do not play. Graduate Thesis, Selcuk University Health Sciences Institute, Konya. Yilmaz, İ., 2008. Multidimensional investigation of aggression levels of industrial vocational school students. Master Thesis, Yeditepe University Institute of Social Sciences, Istanbul. Yönet, E., F. Çalik, F. Yaşartürk and K. Çimen, 2016. Investigation of aggression-violence trends by participation of high school students in recreational activities. International Journal of Science Culture and Sport, 4(3): 368-382. View at Google Scholar | View at Publisher Yurttaş, H., 2016. An investigation of aggression levels of university students doing and doing sports. Graduate Thesis, Ataturk University Educational Sciences Institute, Erzurum. Bibliography Köknel, Ö., 1986. Personality to mutuality. Istanbul: Golden Books Publishing House. Köknel Ö. 1986. Personality in mindful anxiety. Istanbul: Golden Book Publishing House. Asian Online Journal Publishing Group is not responsible or answerable for any loss, damage or liability, etc. caused in relation to/arising out of the use of the content. Any queries should be directed to the corresponding author of the article. https://scholar.google.com/scholar?hl=en&q= http://dx.doi.org/