Determinants of Aggression in Non-Urban Sumatra: Age, Handedness, and Regional Context

Determinants of Aggression in Non-Urban Sumatra: Age, Handedness, and Regional Context

Authors

  • Isnaini Anggraini Putri Institut Teknologi Sumatera
  • Nur Badriah Institut Teknologi Sumatera
  • Permesyawari Muktiono Institut Teknologi Sumatera
  • Jeane Siswitasari Mulyana Institut Teknologi Sumatera
  • Gres Maretta Institut Teknologi Sumatera
  • Winati Nurhayu Sumatera Institute of Technology
  • Andy Darmawan Institut Teknologi Sumatera

DOI:

https://doi.org/10.15575/ks.v8i2.49227

Keywords:

Buss–Perry Aggression Questionnaire, Multiple Linear Regression, Regional Aggressiveness, Sumatran Sociocultural Factors

Abstract

This study aims to analyze regional variation in aggressiveness in non-urban areas of Sumatra and to examine the simultaneous influence of demographic, biological, and regional factors on individual aggression levels. This study is important because comparative quantitative research across regions in Indonesia, particularly outside urban contexts, remains limited, even though aggression directly relates to social dynamics and regional violence risks. The study employs a quantitative approach with a cross-sectional design. The researchers collected data from 610 respondents aged 14–87 years in Simalungun Regency (North Sumatra), as well as South Lampung, Way Kanan, and Central Lampung, using convenience sampling. The researchers measured aggressiveness using the Buss–Perry Aggression Questionnaire (BPAQ) and analyzed the data through Kendall’s correlation and multiple linear regression. The findings show a mean aggressiveness score of 2.815 (on a 1–5 scale), with the verbal subscale recording the highest score. The regression model explains 7.6 % of the variance in aggression and identifies four significant predictors: Simalungun region, age (negatively correlated), left-handedness, and Lampung ethnicity. Sex, income, and birth order do not demonstrate significant effects. These findings indicate that aggression is shaped more strongly by developmental factors, biological proxies, and sociocultural and regional dynamics than by economic factors alone. This study implies the importance of regionally and culturally based interventions to strengthen emotional regulation, particularly among young populations in areas with higher aggression scores. In terms of originality, this study represents the first comparative quantitative research that integrates regional, ethnic, and handedness variables within a single regression model in a non-urban Sumatran context, thereby providing empirical and methodological contributions to locally grounded social policy development.

References

Afiah, N. (2015). Kepribadian dan Agresivitas dalam Berbagai Budaya. Buletin Psikologi, 23(1), 13. https://doi.org/10.22146/bpsi.10573

Allen, J. J., Anderson, C. A., & Bushman, B. J. (2018). The General Aggression Model. Current Opinion in Psychology, 19, 75–80. https://doi.org/10.1016/j.copsyc.2017.03.034

Archer, J. (2019). The reality and evolutionary significance of human psychological sex differences. Biological Reviews, 94(4), 1381–1415. https://doi.org/10.1111/brv.12507

Ayuningtyas, A. D. (2024). Nasional Jawa Timur dan Sumatra Utara Koleksi Nilai Tinggi Kriminalitas. GoodStats.Id. https://goodstats.id/article/jawa-timur-dan-sumatera-utara-koleksi-nilai-tinggi-kriminalitas-oK7fW

Badan Pusat Statistik. (2010). Peraturan Kepala Badan Pusat Statistik Nomor 37 Tahun 2010 tentang Klasifikasi Perkotaan dan Perdesaan di Indonesia. https://ppid.bps.go.id/upload/doc/Perka_BPS_No_37_Tahun_2010___Klasifikasi_Perkotaan_dan_Perdesaan_Di_Indonesia_Buku_2_-_Jawa_1659514400.pdfBadan Pusat Statistik. (2022). Statistik Kriminal 2022. Badan Pusat Statistik. https://www.bps.go.id/publication

Bahardur, I., Andayani, A., Suwandi, S., & Wardani, N. E. (2022). Matrilineal Marriage Traditions and Hegemonic Masculinity in Marah Rusli’s Sitti Nurbaya. Masculinities & Social Change, 11(1). https://doi.org/10.17583/mcs.7946

Bjorklund, D. F., & Hawley, P. H. (2014). Aggression Grows Up: Looking Through an Evolutionary Developmental Lens to Understand the Causes and Consequences of Human Aggression. In The Evolution of Violence (pp. 159–186). Springer New York. https://doi.org/10.1007/978-1-4614-9314-3_9

Braithwaite, J. (2011). Anomie and Violence in Indonesia and Timor-Leste, 1997-2009. Asian Journal of Criminology, 6(1), 51–68. https://doi.org/10.1007/s11417-010-9087-2

Buser, T., Cappelen, A., Gneezy, U., Hoffman, M., & Tungodden, B. (2021). Competitiveness, gender and handedness. Economics & Human Biology, 43, 101037. https://doi.org/10.1016/j.ehb.2021.101037

Buss, A. H., & Perry, M. (1992). The Aggression Questionnaire. Journal of Personality and Social Psychology, 63(3), 452–459. https://doi.org/10.1037/0022-3514.63.3.452

Cahyono, B. E. H., Maruti, E. S., & Hanif, M. (2024). The honorific system in oral texts of historical site guardians in Madiun (Indonesia): a pragmasociostylistic perspective. Cogent Arts and Humanities, 11(1). https://doi.org/10.1080/23311983.2024.2360179

Carré, J. M., Ruddick, E. L., Moreau, B. J. P., & Bird, B. M. (2017). Testosterone and Human Aggression. In The Wiley Handbook of Violence and Aggression (Vol. 1, pp. 1–14). Wiley. https://doi.org/10.1002/9781119057574.whbva020

Carter, T.-L., & Kushnick, G. (2018). Male aggressiveness as intrasexual contest competition in a cross-cultural sample. Behavioral Ecology and Sociobiology, 72(6), 83. https://doi.org/10.1007/s00265-018-2497-3

Chester, D. S. (2024). Aggression as successful self‐control. Social and Personality Psychology Compass, 18(2). https://doi.org/10.1111/spc3.12832

Cinelli, C., Ferwerda, J., & Hazlett, C. (2024). sensemakr: Sensitivity Analysis Tools for OLS in R and Stata. Observational Studies, 10(2), 93–127. https://doi.org/10.1353/obs.2024.a946583

Cinelli, C., & Hazlett, C. (2020). Making sense of sensitivity: extending omitted variable bias. Journal of the Royal Statistical Society. Series B: Statistical Methodology, 82(1), 39–67. https://doi.org/10.1111/rssb.12348

Clarke, K. A. (2009). Return of the phantom menace: Omitted variable bias in political research. Conflict Management and Peace Science, 26(1), 46–66. https://doi.org/10.1177/0738894208097666

Coenen, L. (2022). The indirect effect is omitted variable bias. A cautionary note on the theoretical interpretation of products-of-coefficients in mediation analyses. European Journal of Communication, 37(6), 679–688. https://doi.org/10.1177/02673231221082244

Creswell, J. W. (2018). Research Design: Qualitative, Quantitative, and Mixed Methods Approaches (5th ed.). Sage Publications.

Cross, S. E., Uskul, A. K., Gerçek-Swing, B., Sunbay, Z., Alözkan, C., Günsoy, C., Ataca, B., & Karakitapoǧlu-Aygün, Z. (2014). Cultural Prototypes and Dimensions of Honor. Personality and Social Psychology Bulletin, 40(2), 232–249. https://doi.org/10.1177/0146167213510323

Daga, R., Yola, L., & Kessi, A. M. P. (2022). The Influence of Social Distancing Large Scale to Sustainability Micro Small and Medium Enterpries. Lecture Notes in Civil Engineering, 161, 43–50. https://doi.org/10.1007/978-981-16-2329-5_6

Dow, D. C. (2014). Honor. In The Encyclopedia of Political Thought (pp. 1–6). https://doi.org/10.1002/9781118474396.wbept0483

Du, S., Wilke, R. A., & Homrighausen, P. (2025). On Omitted Variables, Proxies, and Unobserved Effects in Empirical Regression Analysis. Journal of Official Statistics. https://doi.org/10.1177/0282423X241312644

Gargiulo, E. (2021). Invisible borders. Springer.

Geniole, S. N., Bird, B. M., McVittie, J. S., Purcell, R. B., Archer, J., & Carré, J. M. (2020). Is testosterone linked to human aggression? A meta-analytic examination of the relationship between baseline, dynamic, and manipulated testosterone on human aggression. Hormones and Behavior, 123, 104644. https://doi.org/10.1016/j.yhbeh.2019.104644

Gumilar, T., Priyatna, A., & Prabasmoro, T. (2025). “BOYS WILL BE BOYS?”: MEN’S TALK AS HOMOSOCIAL ENGAGEMENT IN MALE-DOMINATED WHATSAPP GROUPS OF CYCLING COMMUNITIES IN BANDUNG. International Journal of Asia-Pacific Studies, 21(1), 29–60. https://doi.org/10.21315/ijaps2025.21.1.2

Hamzy, A., Chen, C.C., & Hsieh, K.Y. (2023). Mental health and aggression in Indonesian women. Behavioral Sciences, 13(9), 727. https://doi.org/10.3390/bs13090727

Hapsari, D. R. M., Matulessy, A., & Pratitis, N. (2024). Keharmonisan keluarga dengan perilaku agresif pada remaja awal. SUKMA : Jurnal Penelitian Psikologi, 5(1), 125–132. https://doi.org/10.30996/sukma.v5i1.11613

Holekamp, K. E., & Strauss, E. D. (2016). Aggression and dominance: an interdisciplinary overview. Current Opinion in Behavioral Sciences, 12, 44–51. https://doi.org/10.1016/j.cobeha.2016.08.005

Husna, Z., Dewi, S. S., & Indrawan, Y. F. (2025). Pengaruh Komunikasi Efektif Orang Tua terhadap Agresivitas Remaja melalui Kontrol Diri. Al Qalam: Jurnal Ilmiah Keagamaan Dan Kemasyarakatan, 19(2), 1052. https://doi.org/10.35931/aq.v19i2.4826

Hutomo, M. R., & Ariati, J. (2017). KECENDERUNGAN AGRESIVITAS REMAJA DITINJAU DARI JENIS KELAMIN PADA SISWA SMP DI SEMARANG. Jurnal EMPATI, 5(4), 776–779. https://doi.org/10.14710/empati.2016.15425

Jaya, D. T. P. (2023). BPS: Empat Tahun Terakhir Angka Kejahatan di Lampung Naik. KupasTuntas.Com. https://www.kupastuntas.co/2023/12/15/bps-empat-tahun-terakhir-angka-kejahatan-di-lampung-naik

Kamisi, M. (2020). The character education strengthening of local culture based students of South Halmahera high school. International Journal of Innovation, Creativity and Change, 13(1), 467–483.

Kunz, R., Myrttinen, H., & Udasmoro, W. (2018). Preachers, pirates and peace-building: Examining non-violent hegemonic masculinities in Aceh. Asian Journal of Women’s Studies, 24(3), 299–320. https://doi.org/10.1080/12259276.2018.1495348

Labella, M. H., & Masten, A. S. (2018). Family influences on the development of aggression and violence. Current Opinion in Psychology, 19, 11–16. https://doi.org/10.1016/j.copsyc.2017.03.028

Larsson, M., Schepman, A., & Rodway, P. (2023). Why Are Most Humans Right-Handed? The Modified Fighting Hypothesis. Symmetry, 15(4), 940. https://doi.org/10.3390/sym15040940

Lausen, F. (2014). Reductionism as a Research Directive. Journal for General Philosophy of Science, 45(2), 263–279. https://doi.org/10.1007/s10838-014-9255-7

Lemke, M. A., Anderson, C., & Groves, C. (2013). General aggression model. In MS Eastin. In Encyclopedia of Media Violence (pp. 182–187).

Liu, J., Portnoy, J., & Raine, A. (2012). Association between a marker for prenatal testosterone exposure and externalizing behavior problems in children. Development and Psychopathology, 24(3), 771–782. https://doi.org/10.1017/S0954579412000363

Lochman, J. E., Powell, N., Boxmeyer, C., Deming, A., & Larsen, L. E. (2024). Improving Coping for Angry and Aggressive Youth. In Handbook of Cognitive-Behavior Group Therapy with Children and Adolescents (pp. 145–164). Routledge. https://doi.org/10.4324/9781351213073-11

Malonda, E., Llorca, A., Mesurado, B., Samper, P., & Mestre, M. V. (2019). Parents or Peers? Predictors of Prosocial Behavior and Aggression: A Longitudinal Study. Frontiers in Psychology, 10. https://doi.org/10.3389/fpsyg.2019.02379

Mayangsari, D., & Yuliandari, F. (2019). Faktor Penyebab Agresivitas Verbal Anak Usia Dini yang Bersekolah di Daerah Pesisir Bangkalan. Seminar Nasional Psikologi Dan Ilmu Humaniora (SENAPIH), 1(1).

Mazzocchi, F. (2012). Complexity and the reductionism-holism debate in systems biology. Wiley Interdisciplinary Reviews: Systems Biology and Medicine, 4(5), 413–427. https://doi.org/10.1002/wsbm.1181

Meyer-Ortmanns, H. (2015). On the Success and Limitations of Reductionism in Physics. In Frontiers Collection: Vol. Part F973 (pp. 13–39). https://doi.org/10.1007/978-3-662-43911-1_2

Naseem, S., & Munaf, S. (2020). Resilience And Aggression Of Adolescents, Early And Middle-Aged Adults: Analyzing Gender Differences. Pakistan Journal of Gender Studies, 20(1), 155–172. https://doi.org/10.46568/pjgs.v20i1.425

Navas-Casado, M. L., García-Sancho, E., & Salguero, J. M. (2023). Associations between maladaptive and adaptive emotion regulation strategies and aggressive behavior: A systematic review. Aggression and Violent Behavior, 71, 101845. https://doi.org/10.1016/j.avb.2023.101845

Nilan, P. (2009). Contemporary masculinities and young men in Indonesia. Indonesia and the Malay World, 37(109), 327–344. https://doi.org/10.1080/13639810903269318

Nisbett, R. E. (2018). Culture of honor: The psychology of violence in the South. Routledge.

Nursanti, E., Arimi, S., & Wijayanti, N. (2024). FACE AND POLITENESS IN JAVANESE MULTILINGUAL INTERACTION. Issues in Language Studies, 13(1), 181–197. https://doi.org/10.33736/ils.5690.2024

Pakpahan, M., Siregar, D., Susilawaty, A., Mustar, T., & Ramdany, R. (2021). Promosi Kesehatan dan Perilaku Kesehatan (1st ed.). Yayasan Kita Menulis.

Pauwelussen, A. (2022). Leaky bodies: masculinity and risk in the practice of cyanide fishing in Indonesia. Gender, Place and Culture, 29(12), 1712–1732. https://doi.org/10.1080/0966369X.2021.1950642

Peters, J. R., Owens, S. A., Schmalenberger, K. M., & Eisenlohr‐Moul, T. A. (2020). Differential effects of the menstrual cycle on reactive and proactive aggression in borderline personality disorder. Aggressive Behavior, 46(2), 151–161. https://doi.org/10.1002/ab.21877

Pogozhina, N., & Savchenko, I. (2019). Holism and Reductionism as Basic Methodological Principles in Social Research. Voprosy Filosofii, 1, 43–46. https://doi.org/10.31857/S004287440003618-4

Porter, J. R., Capellan, J., & Chintakrindi, S. (2015). Social Disorganization Theory. In The Encyclopedia of Crime and Punishment (pp. 1–7). https://doi.org/10.1002/9781118519639.wbecpx169

Pradita, A. E. (2019). Perbedaan Perilaku Imitasi Seksual Remaja Laki-Laki dan Perempuan yang Terpapar Pornografi. Psikoborneo: Jurnal Ilmiah Psikologi, 7(2). https://doi.org/10.30872/psikoborneo.v7i2.4787

Richardson, R. C. (2006). Reduction. In Encyclopedia of Cognitive Science: Nadel/Cognitive (pp. 1–7). https://doi.org/10.1002/0470018860.s00113

Rochimah, S., & Widigda, C. R. (2023). Spreading the Beauty of Indonesian Culture Through Mobile Applications. Proceeding - International Conference on Information Technology and Computing 2023, ICITCOM 2023, 158–163. https://doi.org/10.1109/ICITCOM60176.2023.10442492

Rosenberg, A. (2007). Reductionism in biology. In Philosophy of Biology (pp. 349–368). https://doi.org/10.1016/B978-044451543-8/50018-6

Siegmunt, O. (2015). The mediating role of social disorganization: A case study of Russian neighbourhoods. Revija Za Kriminalistiko in Kriminologijo, 66(4), 342–352.

Sinaga, R. M. (2014). Revitalisasi tradisi: Strategi mengubah stigma Kajian piil pesenggiri dalam budaya lampung. Masyarakat Indonesia (Jurnal Ilmu-Ilmu Sosial Indonesia), 40(1), 109–126.

Spanos, A. (2006). Revisiting the omitted variables argument: Substantive vs. statistical adequacy. Journal of Economic Methodology, 13(2), 179–218. https://doi.org/10.1080/13501780600730687

Sultana, S., & Latif, L. (2013). Adolescence Aggression as Related to Gender and Birth Order. Rajshahi University Journal of Science, 38, 97–107. https://doi.org/10.3329/rujs.v38i0.16552

Syafarina, I., Shabrina, A., Latifah, A. L., & Adytia, D. (2021). Evaluation of the Social Restriction and its Effect to the COVID-19 Spread in Indonesia. 2021 9th International Conference on Information and Communication Technology, ICoICT 2021, 19–24. https://doi.org/10.1109/ICoICT52021.2021.9527524

Syarif, F. (2017). Hubungan Kematangan Emosi Dengan Perilaku Agresi Pada Mahasiswa Warga Asrama. Psikoborneo: Jurnal Ilmiah Psikologi, 5(2). https://doi.org/10.30872/psikoborneo.v5i2.4364

Taylor, M. M. (2018). Social disorganization in rural communities. In SpringerBriefs in Public Health (Issue 9783319735368, pp. 19–29). https://doi.org/10.1007/978-3-319-73537-5_3

Tirtosudarmo, R. (2013). Urbanization without development: The cases of cirebon and gresik on Java’s north coast. In Cleavage, Connection and Conflict in Rural, Urban and Contemporary Asia (pp. 99–113). https://doi.org/10.1007/978-94-007-5482-9_7

Umaroh, S. K. (2017). AGRESIVITAS SISWA DITINJAU BERDASARKAN IKLIM SEKOLAH DAN KEYAKINAN NORMATIF MENGENAI AGRESI. Jurnal Ecopsy, 4(1), 17. https://doi.org/10.20527/ecopsy.v4i1.3411

Vallacher, R. R., & Brooks, C. (2014). Adaptation and Coherence: Evolutionary and Dynamical Perspectives on Human Violence. In The Evolution of Violence (pp. 187–209). Springer New York. https://doi.org/10.1007/978-1-4614-9314-3_10

Walker, J. A., & Cloete, T. E. (2023). Reductionism or holism? The two faces of biolog. HTS Teologiese Studies / Theological Studies, 79(1). https://doi.org/10.4102/HTS.V79I1.8336

Walsh, C., Stein, M. M., Tapping, R., Smith, E. M., & Holmes, N. G. (2021). Exploring the effects of omitted variable bias in physics education research. Physical Review Physics Education Research, 17(1). https://doi.org/10.1103/PhysRevPhysEducRes.17.010119

Wilms, R., Mäthner, E., Winnen, L., & Lanwehr, R. (2021). Omitted variable bias: A threat to estimating causal relationships. Methods in Psychology, 5. https://doi.org/10.1016/j.metip.2021.100075

Yudhistira, B., & Fatmawati, A. (2020). Diversity of Indonesian soto. Journal of Ethnic Foods, 7(1). https://doi.org/10.1186/s42779-020-00067-z

Downloads

Published

2026-05-19
Loading...