Gender differences in students' prosocial behavior: evidence from rasch analysis
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Published: July 15, 2026
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Page: 228-239
Abstract
This study examined gender differences in students' prosocial behavior using Rasch measurement. Although gender differences in prosocial behavior have been widely investigated, previous studies have primarily relied on conventional statistical approaches, providing limited evidence regarding individual response patterns and item functioning. A quantitative cross-sectional survey was conducted involving 526 vocational high school students in West Sumatra, Indonesia, selected through proportionate stratified random sampling. Data were collected using a validated 24-item Likert-type Prosocial Behavior Scale and analyzed using the Rasch Rating Scale Model in Winsteps. Rasch analysis included psychometric evaluation, Wright Map analysis, item hierarchy, and Differential Item Functioning (DIF) across gender groups. The instrument demonstrated excellent psychometric properties, with person reliability of 0.93, item reliability of 0.98, person separation of 3.58, and item separation of 6.83, confirming high measurement precision. The Wright Map revealed substantial heterogeneity in students' prosocial behavior, indicating considerable variation in prosocial tendencies despite generally moderate-to-high person measures. The item hierarchy showed that behaviors involving pure altruism, personal sacrifice, and emotional concern were more difficult to endorse than simple situational helping behaviors. Only one item exhibited significant DIF, indicating that female students were more likely than male students to endorse helping without expecting anything in return. These findings demonstrate that gender differences in prosocial behavior are limited to specific behavioral indicators rather than reflecting broad differences across the construct. The study highlights the value of Rasch measurement in identifying behavioral heterogeneity and gender-related item functioning and provides practical implications for gender-responsive guidance and counseling services, character education, and school-based social-emotional learning programs.
- Prosocial behavior
- Student heterogeneity
- gender
- Rasch Model

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- Ariyanto, R. D., Hidayah, N., Hambali, I., Indreswari, H., & Hoi‐yung, L. (2025). Exploring Gender‐Based Differences in Creative Ideation Among Indonesian Students Through Rasch Model Analysis. Psychology in the Schools. https://doi.org/10.1002/pits.23454
- Bandura, A., & Walters, R. H. (1977). Social learning theory (Vol. 1). Prentice-hall Englewood Cliffs, NJ.
- Batson, C. D. (2011). Altruism in humans. Oxford University Press.
- Betancourt, H. (1990). An attribution-empathy model of helping behavior: Behavioral intentions and judgments of help-giving. Personality and Social Psychology Bulletin, 16(3), 573-591.
- Bierhoff, H. W., & Rohmann, E. (2004). Altruistic personality in the context of the empathy–altruism hypothesis. European Journal of Personality, 18(4), 351-365.
- Bond, T., Yan, Z., & Heene, M. (2020). Applying the Rasch model: Fundamental measurement in the human sciences. Routledge.
- Bond, T. G., & Fox, C. M. (2013). Applying the Rasch model: Fundamental measurement in the human sciences. Psychology Press.
- Boone, W. J., Staver, J. R., & Yale, M. S. (2013). Rasch analysis in the human sciences. Springer.
- Boone, W. J., Staver, J. R., & Yale, M. S. (2014). Rasch analysis in the human sciences (Vol. 10). Springer.
- Carlo, G., & Randall, B. A. (2002). The development of a measure of prosocial behaviors for late adolescents. Journal of youth and adolescence, 31(1), 31-44.
- Cavanagh, R. F., & Waugh, R. F. (2011). Applications of Rasch measurement in learning environments research (Vol. 2). Springer Science & Business Media.
- Cialdini, R. B., Schaller, M., Houlihan, D., Arps, K., Fultz, J., & Beaman, A. L. (1987). Empathy-based helping: Is it selflessly or selfishly motivated? Journal of personality and social psychology, 52(4), 749.
- Cipriano, C., Naples, L. H., Eveleigh, A., Cook, A., Funaro, M., Cassidy, C., McCarthy, M. F., & Rappolt-Schlichtmann, G. (2023). A systematic review of student disability and race representation in universal school-based social and emotional learning interventions for elementary school students. Review of Educational Research, 93(1), 73-102.
- Côté, J. E. (2009). Identity formation and self-development in adolescence. Handbook of adolescent psychology, 1(3), 266-304.
- Creswell, J. W., & Creswell, J. D. (2017). Research design: Qualitative, quantitative, and mixed methods approaches. Sage publications.
- Damon, W. (2008). Moral child: Nurturing children's natural moral growth. Simon and Schuster.
- DeMars, C. E. (2018). Classical test theory and item response theory. The Wiley handbook of psychometric testing: A multidisciplinary reference on survey, scale and test development, 49-73.
- Dovidio, J. F., Piliavin, J. A., Schroeder, D. A., & Penner, L. A. (2017). The social psychology of prosocial behavior. Psychology Press.
- Eagly, A. (1987). The interpretation of sex differences in social behavior. Sex differences in social behavior: A social-role interpretation. London: Lawrence Erlbaum Associates.
- Eisenberg, N., & Miller, P. A. (1987). The relation of empathy to prosocial and related behaviors. Psychological bulletin, 101(1), 91.
- Eisenberg, N., & Spinrad, T. L. (2014). Multidimensionality of prosocial behavior. Prosocial development: A multidimensional approach, 13, 17-39.
- Eisenberg, N., Spinrad, T. L., & Morris, A. S. (2013a). 13 Prosocial Development. The Oxford Handbook of Developmental Psychology, Vol. 2: Self and Other, 2, 300.
- Eisenberg, N., Spinrad, T. L., & Morris, A. S. (2013b). Prosocial development.
- Elias, M. J. (2019). What if the doors of every schoolhouse opened to social-emotional learning tomorrow: Reflections on how to feasibly scale up high-quality SEL. Educational Psychologist, 54(3), 233-245.
- Embretson, S. E., & Reise, S. P. (2013). Item response theory for psychologists. Psychology Press.
- Erikson, E. H. (1968). Identity youth and crisis. WW Norton & company.
- Farrell, A. H., & Vaillancourt, T. (2021). Adolescent empathic concern and perspective taking: Heterogeneous developmental trajectories and childhood social and psychological factors. Journal of Personality, 89(4), 672-688.
- Folastri, S., Hambali, I., Ramli, M., & Sofyan, A. (2023). Development and Preliminary Validation of a Scale to Measure Sexual Violence Awareness using the Rasch Model. Psychology Hub, 40(3), 59-66. https://doi.org/10.13133/2724-2943/18000
- Gilligan, C., & Voice, A. D. (1982). Psychological theory and women’s development. In a Different Voice, 12, 448.
- Grapsas, S., Becht, A. I., & Thomaes, S. (2023). Self-focused value profiles relate to climate change skepticism in young adolescents. Journal of Environmental Psychology, 87, 101978.
- Hammond, S. I., Hill, R. P., & Edwards, V. L. (2023). Prosocial behavior in school contexts. The Cambridge handbook of prosociality, 442-458.
- Hoffman, M. L. (1996). Empathy and moral development. The annual report of educational psychology in Japan, 35, 157-162.
- Hyde, J. S. (2005). The gender similarities hypothesis. American psychologist, 60(6), 581.
- Kohlberg, L. (1987). The psychology of moral development. Ethics, 97(2).
- LaBelle, B. (2023). Positive outcomes of a social-emotional learning program to promote student resiliency and address mental health. Contemporary School Psychology, 27(1), 1-7.
- Lickona, T. (1997). Chapter IV: Educating for character: A comprehensive approach. Teachers College Record, 98(6), 45-62.
- Linacre, J. (2012). A User's Guide to Winstep. Ministep Rasch-Model Computer Programs.: Program Manual 3.73. 0. 2011. In.
- Lockwood, P. L., Seara-Cardoso, A., & Viding, E. (2014). Emotion regulation moderates the association between empathy and prosocial behavior. PLoS One, 9(5), e96555.
- Longobardi, C., Settanni, M., Lin, S., & Fabris, M. A. (2021). Student–teacher relationship quality and prosocial behaviour: The mediating role of academic achievement and a positive attitude towards school. British journal of educational psychology, 91(2), 547-562.
- Mahoney, J. L., Weissberg, R. P., Greenberg, M. T., Dusenbury, L., Jagers, R. J., Niemi, K., Schlinger, M., Schlund, J., Shriver, T. P., & VanAusdal, K. (2021). Systemic social and emotional learning: Promoting educational success for all preschool to high school students. American psychologist, 76(7), 1128.
- Malin, H., Liauw, I., & Damon, W. (2017). Purpose and character development in early adolescence. Journal of youth and adolescence, 46(6), 1200-1215.
- Marcia, J. E. (1980). Identity in adolescence. Handbook of adolescent psychology, 9(11), 159-187.
- Martinez, M. E., & Gomez, V. (2024). The importance of social-emotional learning in schools. Acta Pedagogia Asiana, 3(2), 101-112.
- Mestre, M. V., Carlo, G., Samper, P., Malonda, E., & Mestre, A. L. (2019). Bidirectional relations among empathy‐related traits, prosocial moral reasoning, and prosocial behaviors. Social Development, 28(3), 514-528.
- Nikghadam-Hojjati, S., Marchetti, E., Gustavsson, M., Ferrada, F., Oliveira, A. I., Halvarsson Lundqvist, A., Fogelberg Eriksson, A., Matei, O., Barata, J., & Kalateh, S. (2025). Gender-Responsive Research and Innovation: Issues and Initiatives. Sustainability, 17(13), 6215.
- Oosterhoff, B., & Palmer, C. A. (2020). Attitudes and psychological factors associated with news monitoring, social distancing, disinfecting, and hoarding behaviors among US adolescents during the coronavirus disease 2019 pandemic. JAMA pediatrics, 174(12), 1184-1190.
- Prieto-Carolino, A., Siason, I. M., Sumagaysay, M. B., Gelvezon, R. P. L., Monteclaro, H. M., & Asong, R. H. (2021). A gender analysis of the processing sector of the tuna value chain in General Santos City, Philippines [Article]. Marine Policy, 128, Article 104477. https://doi.org/10.1016/j.marpol.2021.104477
- Ramanan, B., & Mohamad, M. z. (2025). Gender perspectives in education: Strengthening gender-responsive values to achieve sustainable development goals in the globalization era. Journal of Gender and Millennium Development Studies, 2(2), 87-100.
- Rangka, I. B., Hidayah, N., Hanurawan, F., & Eva, N. (2023). A rasch-based validation of the Indonesian version of the food neophobia scale. Food Quality and Preference, 109, 104891. https://doi.org/10.1016/j.foodqual.2023.104891
- Rasch, G. (1993). Probabilistic models for some intelligence and attainment tests. ERIC.
- Sofyan, A., Hidayah, N., Wiyono, B. B., & Ramli, M. (2024). Supervision outcome of professional education of school counselors in-service training. Ciencias Psicológicas, 18(1). https://doi.org/10.22235/cp.v18i1.3159
- Spinrad, T. L., & Eisenberg, N. (2014). Empathy, prosocial behavior, and positive development in schools. In Handbook of positive psychology in schools (pp. 82-98). Routledge.
- Stein, A. H., & Bailey, M. M. (1973). The socialization of achievement orientation in females. Psychological bulletin, 80(5), 345.
- Sumintono, B., & Widhiarso, W. (2014). Aplikasi model Rasch untuk penelitian ilmu-ilmu sosial (edisi revisi). Trim Komunikata Publishing House.
- Taylor, R. D., Oberle, E., Durlak, J. A., & Weissberg, R. P. (2017). Promoting positive youth development through school-based social and emotional learning interventions: A meta-analysis of follow-up effects. Child development, 88(4), 1156-1171.
- Upreti, R. (2017). Identity construction: An important issue among adolescents. IOSR Journal of Humanities and Social Science, 22(6), 54-57.
- Van Kleef, G. A., & Lelieveld, G.-J. (2022). Moving the self and others to do good: The emotional underpinnings of prosocial behavior. Current opinion in psychology, 44, 80-88.
- Weissberg, R. P., Durlak, J. A., Domitrovich, C. E., & Gullotta, T. P. (2015). Social and emotional learning: Past, present, and future.
- Wentzel, K. R., Wigfield, A., & Miele, D. (2009). Handbook of motivation at school (Vol. 704). Routledge New York, NY.
- Wilhelm, M. O., & Bekkers, R. (2010). Helping behavior, dispositional empathic concern, and the principle of care. Social psychology quarterly, 73(1), 11-32.
- Wright, B. D., & Linacre, J. M. (1989). Observations are always ordinal; measurements, however, must be interval. Archives of physical medicine and rehabilitation, 70(12), 857-860.