The association between social support and prosocial behavior: A three-level meta-analysis

Abstract

Numerous studies have examined the relationship between social support and prosocial behavior and have concluded that social support is an important factor in generating prosocial behavior. However, different studies have produced different conclusions, and the moderating effect on the relationship is not entirely clear. The current study uses a three-level meta-analysis method to clarify the relationship between social support and prosocial behavior, and explores the moderating variables that affect the relationship between the two variables. Through a systematic literature search, a total of 92 studies, 418 effect sizes, and 74,378 participants were obtained. The main effects test found a significant positive correlation between social support and prosocial behavior. Tests of the moderating effects indicated that the relationship between social support and prosocial behavior was moderated by year of publication, source of social support, measurement of social support and measurement of prosocial behavior. In summary, social support plays an important role in prosocial behavior, and exploring their relationship is beneficial to families, schools and society in guiding individuals’ prosocial behavior.

Keywords

moderator variables / prosocial behavior / social support / three-level meta-analysis

References

[1] Agneessens, F., Waege, H., & Lievens, J. (2006). Diversity in social support by role relations: A typology. Social Networks, 28(4), 427–441.

[2] Allen, L., Jones, C., Fox, A., Copello, A., Jones, N., & Meiser-Stedman, R. (2021). The correlation between social support and post-traumatic stress disorder in children and adolescents: A meta-analysis. Journal of Affective Disorders, 294, 543–557.

[3] Anderson, C. A., Shibuya, A., Ihori, N., Swing, E. L., Bushman, B. J., Sakamoto, A., & Saleem, M. (2010). Violent video game effects on aggression, empathy, and prosocial behavior in eastern and western countries: A meta-analytic review. Psychological Bulletin, 136(2), 151–173.

[4] Andreoni, J., Nikiforakis, N., & Stoop, J. (2021). Higher socioeconomic status does not predict decreased prosocial behavior in a field experiment. Nature Communications, 12(1), 4266.

[5] Assink, M., van der Put, C. E., Hoeve, M., de Vries, S. L., Stams, G. J. J., & Oort, F. J. (2015). Risk factors for persistent delinquent behavior among juveniles: A meta-analytic review. Clinical Psychology Review, 42, 47–61.

[6] Assink, M., & Wibbelink, C. J. (2016). Fitting three-level meta-analytic models in R: A step-by-step tutorial. The Quantitative Methods for Psychology, 12(3), 154–174.

[7] *Ban, Y., & Song, J. (2012). The relationship between social support and prosocial behavior in primary school students’ life events. Chinese School Health, 33(10), 1236–1238.

[8] *Bao, S. (2021). The relationship between self-efficacy and junior high school students’ online altruistic behavior: The multiple mediating roles of empathy and online social support. [Unpublished Master’s dissertation]. Shenyang Normal University.

[9] *Bao, S. (2022). The effect of online positive feedback on college student’ online altruism: The chain mediating effect of perceived social support and self-esteem. [Unpublished Master’s dissertation]. Jilin University.

[10] Batson, C. D., Ahmad, N., & Stocks, E. L. (2011). Four forms of prosocial motivation: Egoism, altruism, collectivism, and principlism. Psychology Press.

[11] Batson, C. D., & Powell, A. A. (2003). Altruism and prosocial behavior. In T. Millon & M. J. Lerner (Eds.), Handbook of psychology: Personality and social psychology (Vol. 5, pp. 463–484). John Wiley & Sons.

[12] Beauchamp, M. R., Crawford, K. L., & Jackson, B. (2019). Social cognitive theory and physical activity: Mechanisms of behavior change, critique, and legacy. Psychology of Sport and Exercise, 42, 110–117.

[13] Bjørlykhaug, K. I., Karlsson, B., Hesook, S. K., & Kleppe, L. C. (2022). Social support and recovery from mental health problems: A scoping review. Nordic Social Work Research, 12(5), 666–697.

[14] Bronfenbrenner, U. (1992). Ecological systems theory. In R. Vasta (Ed.), Six theories of child development: Revised formulations and current issues (pp. 187–249). Jessica Kingsley Publishers.

[15] Burke, M., & Kraut, R. E. (2016). The relationship between Facebook use and well-being depends on communication type and tie strength. Journal of Computer-Mediated Communication, 21(4), 265–281.

[16] Campbell, L., Gulas, C. S., & Gruca, T. S. (1999). Corporate giving behavior and decision-maker social consciousness. Journal of Business Ethics, 19(4), 375–383.

[17] Carlo, G., Knight, G. P., McGinley, M., Zamboanga, B. L., & Hernandez-Jarvis, L. (2010). The multidimensionality of prosocial behaviors and evidence of measurement equivalence in Mexican American and European American early adolescents. Journal of Research on Adolescence, 20(2), 334–358.

[18] Caruana, E. J., Roman, M., Hernández-Sánchez, J., & Solli, P. (2015). Longitudinal studies. Journal of Thoracic Disease, 7(11), E537–E540.

[19] *Chang, J., Zhu, H., Zhang, X., & Li, C. (2021). The effect of social support on adolescents’ pro-social behavior: The mediating role of social anxiety and depression. Modern Preventive Medicine, 48(12), 2210–2213+2267.

[20] Chang, L., Mak, M. C., Li, T., Wu, B. P., Chen, B. B., & Lu, H. J. (2011). Cultural adaptations to environmental variability: An evolutionary account of East–West differences. Educational Psychology Review, 23(1), 99–129.

[21] *Che, L. (2020). Study of relationship among social support, empathy and prosocial behavior of middle school students with visual impairment and intervention by group guidance. [Unpublished Master’s dissertation]. Huazhong Normal University.

[22] *Chen, D. (2020). The relationship between social support and prosocial behavior of college students: The mediating role of sense of life meaning. [Unpublished Master’s dissertation]. Sichuan Normal University.

[23] *Chen, L. L., & Feng, X. (2022). Analysis of the current status and influencing factors of pro-social behavior of children with burns based on structural equation modeling. China Health Statistics, 39(3), 409–412.

[24] Chen, X., Wang, L., & DeSouza, A. (2006). Temperament, socioemotional functioning, and peer relationships in Chinese and North American children. In X. Chen, D. C. French, & B. H. Schneider (Eds.), Peer relationships in cultural context (pp. 123–147). Cambridge University Press.

[25] *Chen, Y. (2017). A study on the relationship among gratitude, perceived social support and pro-social behavior of junior high school students. [Unpublished Master’s dissertation]. Jilin University.

[26] *Cheng, Y. (2016). Research on the between attachment to parents and prosocial behavior. [Unpublished Master’s dissertation]. Henan University.

[27] Cheng, Y. C., Su, M. I., Liu, C. W., Huang, Y. C., & Huang, W. L. (2022). Heart rate variability in patients with anxiety disorders: A systematic review and meta-analysis. Psychiatry and Clinical Neurosciences, 76(7), 292–302.

[28] Cheung, M. W. L. (2014). Modeling dependent effect sizes with three-level meta-analyses: A structural equation modeling approach. Psychological Methods, 19(2), 211–229.

[29] Chu, P. S., Saucier, D. A., & Hafner, E. (2010). Meta-analysis of the relationships between social support and well-being in children and adolescents. Journal of Social and Clinical Psychology, 29(6), 624–645.

[30] Cirelli, L. K., Einarson, K. M., & Trainor, L. J. (2014). Interpersonal synchrony increases prosocial behavior in infants. Developmental Science, 17(6), 1003–1011.

[31] Conway, A. M., Tugade, M. M., Catalino, L. I., & Fredrickson, B. L. (2013). The broaden-and-build theory of positive emotions: Form, function and mechanisms. In I. Boniwell, S. A. David, & A. Conley Ayers (Eds.), The Oxford handbook of happiness (pp. 17–34). Oxford University Press.

[32] Corritore, C. L., Kracher, B., & Wiedenbeck, S. (2003). On-line trust: Concepts, evolving themes, a model. International Journal of Human-Computer Studies, 58(6), 737–758.

[33] Coulombe, B. R., & Yates, T. M. (2022). Maternal caregiving, prosocial behavior, and self-esteem in middle childhood. Social Development, 31(3), 639–655.

[34] Crone, E. A., & Achterberg, M. (2022). Prosocial development in adolescence. Current Opinion in Psychology, 44, 220–225.

[35] Cropanzano, R., Anthony, E. L., Daniels, S. R., & Hall, A. V. (2017). Social exchange theory: A critical review with theoretical remedies. Academy of Management Annals, 11(1), 479–516.

[36] Cropanzano, R., & Mitchell, M. S. (2005). Social exchange theory: An interdisciplinary review. Journal of Management, 31(6), 874–900.

[37] *Crosby, R. G., III, & Smith, E. I. (2015). Church support as a predictor of children’s spirituality and prosocial behavior. Journal of Psychology and Theology, 43(4), 243–254.

[38] Cullen, F. T. (1994). Social support as an organizing concept for criminology: Presidential address to the Academy of Criminal Justice Sciences. Justice Quarterly, 11(4), 527–559.

[39] *Dang, H. F. (2020). The relation among teacher support, parental warmth and junior school students prosocial behavior: The mediating effect of belief in a just world. [Unpublished Master’s dissertation]. Yan’an University.

[40] Danielsen, A. G., Wiium, N., Wilhelmsen, B. U., & Wold, B. (2010). Perceived support provided by teachers and classmates and students’ self-reported academic initiative. Journal of School Psychology, 48(3), 247–267.

[41] De Guzman, M. R., Jung, E., & Do, K. A. T. (2012). Perceived social support networks and prosocial outcomes among Latino/a youth in the United States. Interamerican Journal of Psychology, 46(3), 413–424.

[42] Dorrough, A. R., & Glöckner, A. (2021). Sex differences concerning prosocial behavior in social dilemmas are (partially) mediated by risk preferences but not social preferences. Social Psychology, 52(2), 61–74.

[43] Duval, S., & Tweedie, R. (2000). Trim and fill: A simple funnel-plot-based method of testing and adjusting for publication bias in meta-analysis. Biometrics, 56(2), 455–463.

[44] Egger, M., Smith, G. D., Schneider, M., & Minder, C. (1997). Bias in meta-analysis detected by a simple, graphical test. BMJ, 315(7109), 629–634.

[45] Eisenberg, N., & Fabes, R. A. (1998). Prosocial development. In W. Damon & N. Eisenberg (Eds.), Handbook of child psychology: Social, emotional, and personality development (5th ed., pp. 701–778). John Wiley & Sons.

[46] Flynn, E., Ehrenreich, S. E., Beron, K. J., & Underwood, M. K. (2015). Prosocial behavior: Long-term trajectories and psychosocial outcomes. Social Development, 24(3), 462–482.

[47] Franco, A., Malhotra, N., & Simonovits, G. (2014). Publication bias in the social sciences: Unlocking the file drawer. Science, 345(6203), 1502–1505.

[48] Fredrickson, B. L. (2013). Positive emotions broaden and build. In P. Devine & A. Plant (Eds.), Advances in experimental social psychology (Vol. 47, pp. 1–53). Academic Press.

[49] *Fu, W., Wang, C., Chai, H., & Xue, R. (2022). Examining the relationship of empathy, social support, and prosocial behavior of adolescents in China: A structural equation modeling approach. Humanities and Social Sciences Communications, 9(1), 1–8.

[50] *Fu, Y. N., Feng, R., Liu, Q., He, Y., Turel, O., Zhang, S., & He, Q. (2022). Awe and prosocial behavior: The mediating role of presence of meaning in life and the moderating role of perceived social support. International Journal of Environmental Research and Public Health, 19(11), 6466.

[51] Gagné M., Parker, S. K., Griffin, M. A., Dunlop, P. D., Knight, C., Klonek, F. E., & Parent-Rocheleau, X. (2022). Understanding and shaping the future of work with self-determination theory. Nature Reviews Psychology, 1(7), 378–392.

[52] Gottlieb, B. H., & Bergen, A. E. (2010). Social support concepts and measures. Journal of Psychosomatic Research, 69(5), 511–520.

[53] Goulet, M. A., & Cousineau, D. (2019). The power of replicated measures to increase statistical power. Advances in Methods and Practices in Psychological Science, 2(3), 199–213.

[54] Greener, S., & Crick, N. R. (1999). Normative beliefs about prosocial behavior in middle childhood: What does it mean to be nice? Social Development, 8(3), 349–363.

[55] Greenhow, C., Graham, C. R., & Koehler, M. J. (2022). Foundations of online learning: Challenges and opportunities. Educational Psychologist, 57(3), 131–147.

[56] Greitemeyer, T. (2022). Prosocial modeling: Person role models and the media. Current Opinion in Psychology, 44, 135–139.

[57] Grey, I., Arora, T., Thomas, J., Saneh, A., Tohme, P., & Abi-Habib, R. (2020). The role of perceived social support on depression and sleep during the COVID-19 pandemic. Psychiatry Research, 293, 113452.

[58] *Griese, E. R., & Buhs, E. S. (2014). Prosocial behavior as a protective factor for children’s peer victimization. Journal of Youth and Adolescence, 43(7), 1052–1065.

[59] Guay, F. (2022). Applying self-determination theory to education: Regulations types, psychological needs, and autonomy supporting behaviors. Canadian Journal of School Psychology, 37(1), 75–92.

[60] *Guo, T., Huo, R., Zhao, S., & Wang, M. (2014). The mediating effect of self-esteem between perceived social support and pro-social behavior of children affected by AIDS. Chinese Journal of Behavioral Medicine and Brain Science, 23(9), 839–842.

[61] *Guo, W. (2014). The research on pro-social behavior and social support of left-behind children. [Unpublished Master’s dissertation]. Guizhou Normal University.

[62] *Guo, X. (2020). The relationship between college students’ online social support and altruistic behavior: A moderated mediation model. [Unpublished Master’s dissertation]. Shandong Normal University.

[63] *Guo, Y. (2018). The relationship between social support and pro-social behavior of college students: The mediating role of interpersonal trust. Henan Social Science, 26(6), 112–116.

[64] *Guo, Y. (2022). Appreciating the relationship between social support and pro-social behavior in college students—the mediating role of empathy and the moderating role of self-esteem. Educational Observation, 11(32), 7–11.

[65] *Ha, Y. H. (2004). Causal relationships between adolescent aggression and related variables: Focusing on prosocial behavior, empathy, self-esteem, and social support. Journal of the Society for Research in Childhood, 25(2), 121–132.

[66] *Hastings, R. P. (2003). Behavioral adjustment of siblings of children with autism engaged in applied behavior analysis early intervention programs: The moderating role of social support. Journal of Autism and Developmental Disorders, 33(2), 141–150.

[67] Hedges, L., & Olkin, I. (1985). Statistical methods for meta-analysis. Academic Press.

[68] House, J. S., Umberson, D., & Landis, K. R. (1988). Structures and processes of social support. Annual Review of Sociology, 14(1), 293–318.

[69] *Hu, S. (2019). The relationship between social support and prosocial behavior of rural junior middle school students: Chain mediation of interpersonal trust and self-esteem. [Unpublished Master’s dissertation]. Shenyang Normal University.

[70] *Hu, Z., Sun, Y., Qin, B., & He, Y. (2022). The relationship between empathy and pro-social behavior among medical students in Jiangsu Province. Medicine and Society, 35(6), 133–137.

[71] *Huang, F. (2020). The effect of boarding elementary school students’ altruistic behavior on subjective well-being: The mediating effect of social support. Mental Health Education in Primary and Secondary Schools, 35, 15–18.

[72] *Huang, J. (2018). The effect of motivations for social networking site use on online altruistic behavior: The chain mediation of online social support and online interpersonal trust. [Unpublished Master’s dissertation]. Liaoning Normal University.

[73] *Huang, J., Zhang, Q., & Chang, B. (2021). The influence of perceived social support on life satisfaction: A moderated mediation model. Journal of Neijiang Normal College, 10, 16–23+30.

[74] Hunsley, J., & Meyer, G. J. (2003). The incremental validity of psychological testing and assessment: Conceptual, methodological, and statistical issues. Psychological Assessment, 15(4), 446–455.

[75] *Jang, H. R., Reeve, J., Cheon, S. H., & Song, Y. G. (2020). Dual processes to explain longitudinal gains in physical education students’ prosocial and antisocial behavior: Need satisfaction from autonomy support and need frustration from interpersonal control. Sport Exercise and Performance Psychology, 9(3), 471–487.

[76] *Jiang, H., Zheng, W., Ma, S., Xiao, W., & Zhang, B. (2016). The effects of online social support on the relations of empathy and internet altruistic behavior in a sample of college students. Journal of Shandong Normal University (Natural Science Edition), 31(3), 132–138.

[77] *Jin, Y., Cheng, L., Li, Y., & Wang, Y. (2021). Role stress and prosocial service behavior of hotel employees: A moderated mediation model of job satisfaction and social support. Frontiers in Psychology, 12, 698027.

[78] Johnson, S. M. (2019). Attachment theory. In J. Lebow, A. Chambers, & D. C. Breunlin (Eds.), Encyclopedia of couple and family therapy (pp. 167–177). Springer.

[79] Kafashan, S., Sparks, A., Griskevicius, V., & Barclay, P. (2014). Prosocial behavior and social status. In J. T. Cheng, J. L. Tracy, & C. Anderson (Eds.), The psychology of social status (pp. 139–158). Springer Science + Business Media.

[80] Konstantopoulos, S. (2011). Fixed effects and variance components estimation in three-level meta-analysis. Research Synthesis Methods, 2(1), 61–76.

[81] Kou, Y., & Tang, L. (2004). A survey of studies on the relationship between moods and prosocial behaviors. Journal of Beijing Normal University: Social Science Edition, 5, 44–49.

[82] LaCoursiere, S. P. (2001). A theory of online social support. Advances in Nursing Science, 24(1), 60–77.

[83] Laible, D. J., Carlo, G., & Roesch, S. C. (2004). Pathways to self-esteem in late adolescence: The role of parent and peer attachment, empathy, and social behaviours. Journal of Adolescence, 27(6), 703–716.

[84] Lakens, D., Hilgard, J., & Staaks, J. (2016). On the reproducibility of meta-analyses: Six practical recommendations. BMC Psychology, 4(1), 1–10.

[85] Lakey, B., & Cohen, S. (2000). Social support and theory. In S. Cohen, L. G. Underwood, & B. H. Gottlieb (Eds.), Social support measurement and intervention: A guide for health and social scientists (pp. 29–49). Oxford University Press.

[86] Lam, K. K. L., & Zhou, M. (2022). Grit and academic achievement: A comparative cross-cultural meta-analysis. Journal of Educational Psychology, 114(3), 597–621.

[87] Le, L. H., Hoang, P. A., & Pham, H. C. (2023). Sharing health information across online platforms: A systematic review. Health Communication, 38(8), 1550–1562.

[88] *Lenzi, M., Vieno, A., Perkins, D. D., Pastore, M., Santinello, M., & Mazzardis, S. (2012). Perceived neighborhood social resources as determinants of prosocial behavior in early adolescence. American Journal of Community Psychology, 50, 37–49.

[89] *Li, J., Yao, M., & Liu, H. (2020). From social support to adolescents’ subjective well-being: The mediating role of emotion regulation and prosocial behavior and gender difference. Child Indicators Research, 14(1), 77–93.

[90] *Li, J., Zhou, B., & Xu, Q. (2018). The effect of online social support on online altruistic behavior: The role of social responsibility. Modern Communication, 13, 49–50.

[91] *Li, R., Jiang, T., Yong, J., & Zhou, H. (2018). College students’ interpersonal relationship and empathy level predict internet altruistic behavior—Empathy level and online social support as mediators. Psychology and Behavioral Sciences, 7(1), 1–7.

[92] Li, S., Ran, G., & Chen, X. (2021). Linking attachment to empathy in childhood and adolescence: A multilevel meta-analysis. Journal of Social and Personal Relationships, 38(11), 3350–3377.

[93] *Li, S., Xiang, Z., Fan, Y., Zhou, J., & Cui, H. (2023). Appreciating the effect of social support on altruistic behavior: The chain mediating role of self-affirmation and cognitive reappraisal emotion regulation strategies. Mental Health Education in Primary and Secondary Schools, 2023(1), 23–28.

[94] *Li, W., Guo, F., & Chen, Z. (2019). The effect of social support on adolescents’ prosocial behavior: A serial mediation model. Chinese Journal of Clinical Psychology, 27(4), 817–821.

[95] *Li, Z., Zhao, M., Xiao, Z., & Liu, Y. (2018). Altruistic behavior and the meaning in life: The mediating effects of perceived social support and self-esteem. Special Education in China, 05, 92–96.

[96] *Liang, J. (2020a). The influence of real altruistic behavior and online altruistic behavior on college students’ subjective well-being. [Unpublished Master’s dissertation]. Guangzhou University.

[97] Liang, X., & Wei, L. (2008). A preliminary study of online social support measures for college students. Psychological Science, 2008(3), 689–691.

[98] *Liang, Y. (2015). The relationship between altruistic behavior and belief in a just world of college students. [Unpublished Masters dissertation]. Henan University.

[99] *Liang, Y. (2020b). A study on the relationship between social support, interpersonal trust and pro-social behavior among junior high school students. [Unpublished Master’s dissertation]. Mudanjiang Normal University.

[100] Lipsey, M. W., & Wilson, D. B. (2001). Practical meta-analysis. SAGE Publications.

[101] *Liu, A., Wang, W., & Wu, X. (2021). Self-compassion and posttraumatic growth mediate the relations between social support, prosocial behavior, and antisocial behavior among adolescents after the Ya’an earthquake. European Journal of Psycho Traumatology, 12(1), 1864949.

[102] *Liu, Q. W., Xu, Q. C., Liu, H. S., & Liu, Q. X. (2016). The relationship between online social support and online altruistic behavior among college students: A moderated mediation model. Psychological Development and Education, 32(4), 426–434.

[103] *Liu, Y., Wu, X., Zhang, H., & Yin, X. (2021). The effect of social support on altruistic behavior of college students: The mediating role of self-efficacy. Special Education in China, 38(3), 78–83.

[104] *Lu, C. (2022). The relationship between parental emotional warmth and rural adolescents’ hope: The sequential mediating role of perceived social support and prosocial behavior. The Journal of Genetic Psychology, 184(4), 260–273.

[105] *Lu, Y. (2021). The influence of campus social exclusion on prosocial behavior of junior high school students: The chain mediation role of psychological resilience and perceived social support. [Unpublished Master’s dissertation]. Yangzhou University.

[106] Luberto, C. M., Shinday, N., Song, R., Philpotts, L. L., Park, E. R., Fricchione, G. L., & Yeh, G. Y. (2018). A systematic review and meta-analysis of the effects of meditation on empathy, compassion, and prosocial behaviors. Mindfulness, 9(3), 708–724.

[107] Luo, X., Chen, Q., & Mu, S. (2017). Child and adolescent social support scale: Validation and preliminary application. Chinese Journal of Clinical Psychology, 25(4), 671–674.

[108] Malecki, C. K., & Demaray, M. K. (2002). Measuring perceived social support: Development of the child and adolescent social support scale (CASSS). Psychology in the Schools, 39(1), 1–18.

[109] Martí-Vilar, M., Corell-García, L., & Merino-Soto, C. (2019). Systematic review of prosocial behavior measures. Revista de Psicología, 37(1), 349–377.

[110] Matud, M. P., Ibanez, I., Bethencourt, J. M., Marrero, R., & Carballeira, M. (2003). Structural gender differences in perceived social support. Personality and Individual Differences, 35(8), 1919–1929.

[111] Memmott-Elison, M. K., Holmgren, H. G., Padilla-Walker, L. M., & Hawkins, A. J. (2020). Associations between prosocial behavior, externalizing behaviors, and internalizing symptoms during adolescence: A meta-analysis. Journal of Adolescence, 80(1), 98–114.

[112] *Messman, E., Scott, B., Smith-Darden, J., Cortina, K., Thulin, E., Zimmerman, M., & Kernsmith, P. (2022). Psychological empowerment as a route for positive adjustment during adolescence. Journal of Applied Developmental Psychology, 83, 101458.

[113] Miles, A., Andiappan, M., Upenieks, L., & Orfanidis, C. (2022). Using prosocial behavior to safeguard mental health and foster emotional well-being during the COVID-19 pandemic: A registered report of a randomized trial. PLoS One, 17(7), e0272152.

[114] Moher, D., Shamseer, L., Clarke, M., Ghersi, D., Liberati, A., Petticrew, M., & Stewart, L. A. (2015). Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement. Systematic Reviews, 4(1), 1–9.

[115] Murray, A. L., Nivette, A., Obsuth, I., Hafetz Mirman, J., Mirman, D., Ribeaud, D., & Eisner, M. (2022). Gender differences in cross-informant discrepancies in aggressive and prosocial behavior: A latent difference score analysis. Psychological Assessment, 34(5), 409–418.

[116] Nih, L. R., Gojgini, S., Carmichael, S. T., & Segura, T. (2018). Dual-function injectable angiogenic biomaterial for the repair of brain tissue following stroke. Nature Materials, 17(7), 642–651.

[117] Niu, X., & Ran, G. (2023). The association between peer relationship and preschoolers’ problem behavior: A three-level meta-analysis. Psychological Development and Education, 39(4), 473–487.

[118] *Oh, S., & Roh, S. C. (2022). Intrinsic motivation for work activities is associated with empathy: Investigating the indirect relationship between intrinsic motivation for work activities and social support through empathy and prosocial behavior. Personality and Individual Differences, 189, 111487.

[119] Orm, S., Vatne, T., Tomeny, T. S., & Fjermestad, K. (2022). Empathy and prosocial behavior in siblings of children with autism spectrum disorder: A systematic review. Review Journal of Autism and Developmental Disorders, 9(2), 235–248.

[120] Orwin, R. G. (1994). Evaluating coding decisions. In H. Cooper & L. V. Hedges (Eds.), The handbook of research synthesis (pp. 139–162). Russell Sage Foundation.

[121] *Pang, Y. (2021). Research on the influencing factors and mechanisms of college students’ prosocial behavior. [Unpublished Master’s dissertation]. Shihezi University.

[122] Paulus, M. (2018). The multidimensional nature of early prosocial behavior: A motivational perspective. Current Opinion in Psychology, 20, 111–116.

[123] Pearson, N., & Biddle, S. J. (2011). Sedentary behavior and dietary intake in children, adolescents, and adults: A systematic review. American Journal of Preventive Medicine, 41(2), 178–188.

[124] Pfeiffer, J. P., Pinquart, M., & Krick, K. (2016). Social relationships, prosocial behaviour, and perceived social support in students from boarding schools. Canadian Journal of School Psychology, 31(4), 279–289.

[125] Pfeil, U., Zaphiris, P., & Wilson, S. (2009). Older adults’ perceptions and experiences of online social support. Interacting with Computers, 21(3), 159–172.

[126] Piko, B. F., & Hamvai, C. (2010). Parent, school and peer-related correlates of adolescents’ life satisfaction. Children and Youth Services Review, 32(10), 1479–1482.

[127] *Qin, Y., Zhou, Y., Fan, F., Chen, S., Huang, R., Cai, R., & Peng, T. (2016). Developmental trajectories and predictors of prosocial behavior among adolescents exposed to the 2008 Wenchuan earthquake. Journal of Traumatic Stress, 29(1), 80–87.

[128] *Qiu, J., & An, Q. (2012). The relationship between migrant junior high school children’s sense of alienation and their pro-social behavior: The mediating effects of social support. Special Education in China, 38(1), 64–68.

[129] Quarmley, M., Feldman, J., Grossman, H., Clarkson, T., Moyer, A., & Jarcho, J. M. (2022). Testing effects of social rejection on aggressive and prosocial behavior: A meta-analysis. Aggressive Behavior, 48(6), 529–545.

[130] Ran, G., Li, J., Zhang, Q., & Niu, X. (2022). The association between social anxiety and mobile phone addiction: A three-level meta-analysis. Computers in Human Behavior, 130, 107198.

[131] Ran, G., Zhang, Q., Zhang, Q., Li, J., & Chen, J. (2022). The association between child abuse and aggressive behavior: A three-level meta-analysis. Trauma, Violence & Abuse, 24(5), 3461–3475.

[132] Rodríguez-Fernández, A., Izar-de-la-Fuente, I., Escalante, N., & Azpiazu, L. (2021). Perceived social support for a sustainable adolescence: A theoretical model of its sources and types. Sustainability, 13(10), 5657.

[133] Rosenthal, R. (1979). The file drawer problem and tolerance for null results. Psychological Bulletin, 86(3), 638–641.

[134] Rothstein, H., Huber, M., & Gaskell, G. (2006). A theory of risk colonization: The spiralling regulatory logics of societal and institutional risk. Economy and Society, 35(1), 91–112.

[135] Rupika, C., Shakuntla, P., & Santosh, S. (2017). Differences in peer-relationship among adolescents across parental variables. Asian Journal of Home Science, 12(1), 163–166.

[136] Schacter, H. L., & Margolin, G. (2019). The interplay of friends and parents in adolescents’ daily lives: Towards a dynamic view of social support. Social Development, 28(3), 708–724.

[137] Schindler, S., & Friese, M. (2022). The relation of mindfulness and prosocial behavior: What do we (not) know? Current Opinion in Psychology, 44, 151–156.

[138] Schunk, D. H., & DiBenedetto, M. K. (2020). Motivation and social cognitive theory. Contemporary Educational Psychology, 60, 101832.

[139] Seligman, M., & Csikszentmihalyi, M. (2014). Positive psychology: An introduction. In M. Csikszentmihalyi (Ed.), Flow and the foundations of positive psychology (pp. 279–298). Springer.

[140] *Shao, J., & Hu, J. (2018). Psychological capital mediates the relationship between social support and altruistic behavior. Chinese Journal of Health Psychology, 01, 89–92.

[141] Shao, L., Yu, G., Li, S., Pan, X., & Zhang, D. (2023). Ostracism and prosocial behavior of migrants: Life history theory perspective. Current Psychology, 42(25), 21462–21469.

[142] *Simões, F. A. M., Calheiros, M. M. D. A., e Silva, M. M. A., Sousa, Á. S. T., & Silva, O. D. L. D. (2018). Total and attuned multiple autonomy support and the social development of early adolescents. Journal of Child and Family Studies, 27, 374–386.

[143] *Smith, E. I., & Crosby, R. G., III. (2021). The effect of socially supportive church ministry on children’s prosocial behavior: An experimental study of Latin American Protestant congregations. Journal of Prevention & Intervention in the Community, 51(1), 23–40.

[144] Spivak, A. L., & Farran, D. C. (2012). First-grade teacher behaviors and children’s prosocial actions in classrooms. Early Education & Development, 23(5), 623–639.

[145] *Stanger, N., Backhouse, S. H., Jennings, A., & McKenna, J. (2018). Linking motivational climate with moral behavior in youth sport: The role of social support, perspective taking, and moral disengagement. Sport Exercise and Performance Psychology, 7(4), 392–407.

[146] Stavrova, O., Evans, A. M., Sleegers, W., & van Beest, I. (2022). Examining the accuracy of lay beliefs about the effects of personality on prosocial behavior. Journal of Behavioral Decision Making, 35(5), e2282.

[147] *Su, N., & Wang, H. P. (2022). The influence of students’ sense of social connectedness on prosocial behavior in higher education institutions in Guangxi, China: A perspective of perceived teachers’ character teaching behavior and social support. Frontiers in Psychology, 13, 1029315.

[148] Suanet, B., & Antonucci, T. C. (2017). Cohort differences in received social support in later life: The role of network type. The Journals of Gerontology. Series B, Psychological Sciences and Social Sciences, 72(4), 706–715.

[149] Tao, S. (2000). Social support during the transition to university: Its characteristics and change. Psychological Development and Education, 2000(1), 1–5.

[150] Taylor, S. E. (2011). Social support: A review. In H. S. Friedman (Ed.), The Oxford handbook of health psychology (pp. 189–214). Oxford University Press.

[151] Telle, N. T., & Pfister, H. R. (2016). Positive empathy and prosocial behavior: A neglected link. Emotion Review, 8(2), 154–163.

[152] *Teng, G., & Zhang, Q. (2022). The effect of virtual community sense on college students’ internet altruistic behavior: The chain mediating roles of internet social support and internet interpersonal trust. Chinese Journal of Health Psychology, 31(5), 727–733.

[153] Thielmann, I., Spadaro, G., & Balliet, D. (2020). Personality and prosocial behavior: A theoretical framework and meta-analysis. Psychological Bulletin, 146(1), 30–90.

[154] Thornton, A., & Lee, P. (2000). Publication bias in meta-analysis: Its causes and consequences. Journal of Clinical Epidemiology, 53(2), 207–216.

[155] *Tian, Y. (2011). A study on the relationship among interpersonal trust, perceived social support and prosocial behavior tendency of master degree candidates. [Unpublished Master’s dissertation]. Hangzhou Normal University.

[156] *Tian, Y. L. (2020). A study on the relationship between family support and pro-social behavior of preschool children. [Unpublished Master’s dissertation]. Henan University.

[157] Tlili, A., Nascimbeni, F., Burgos, D., Zhang, X., Huang, R., & Chang, T. W. (2023). The evolution of sustainability models for open educational resources: Insights from the literature and experts. Interactive Learning Environments, 31(3), 1421–1436.

[158] Triandis, H. C. (2001). Individualism-collectivism and personality. Journal of Personality, 69(6), 907–924.

[159] Trivers, R. L. (1971). The evolution of reciprocal altruism. The Quarterly Review of Biology, 46(1), 35–57.

[160] Turner, J. W., Grube, J. A., & Meyers, J. (2001). Developing an optimal match within online communities: An exploration of CMC support communities and traditional support. Journal of Communication, 51(2), 231–251.

[161] Twenge, J. M., Baumeister, R. F., DeWall, C. N., Ciarocco, N. J., & Bartels, J. M. (2007). Social exclusion decreases prosocial behavior. Journal of Personality and Social Psychology, 92(1), 56–66.

[162] Van den Noortgate, W., López-López, J. A., Marín-Martínez, F., & Sánchez-Meca, J. (2013). Three-level meta-analysis of dependent effect sizes. Behavior Research Methods, 45(2), 576–594.

[163] Verschueren, K., & Koomen, H. M. (2012). Teacher–child relationships from an attachment perspective. Attachment & Human Development, 14(3), 205–211.

[164] Viechtbauer, W. (2010). Conducting meta-analyses in R with the metafor package. Journal of Statistical Software, 36(3), 1–48.

[165] Vila, J. (2021). Social support and longevity: Meta-analysis-based evidence and psychobiological mechanisms. Frontiers in Psychology, 12, 717164.

[166] Wallace, P. (2015). The psychology of the internet. Cambridge University Press.

[167] *Wang, H. R. (2011). Relationship between network of social support and prosocial behavior among vocational students. Chinese Public Health, 06, 700–702.

[168] *Wang, W., & Wu, X. (2020). Mediating roles of gratitude, social support and posttraumatic growth in the relation between empathy and prosocial behavior among adolescents after the Ya’an earthquake. Journal of Psychology, 52(3), 307–316.

[169] *Wang, X. (2021). A study on the relationship and intervention between social support, security and pro-social behavior of primary school students in grades 5–6. [Unpublished Master’s thesis]. Hebei University.

[170] Wang, X., Ji, W., Xu, Y., & Zhou, X. (2022). Social support, posttraumatic growth, and prosocial behaviors among adolescents following a flood: The mediating roles of belief in a just world and empathy. Current Psychology, 42(35), 31528–31535.

[171] *Wei, C. (2019). The influence of emotional intelligence on college students’ pro-social behavior: A moderated mediator model. [Unpublished Master’s dissertation]. Northeast Normal University.

[172] Wei, S., Sun, W., Chen, J., & Sun, J. (2017). Family environment and prosocial behavior in college students: A moderated mediation model. Chinese Journal of Clinical Psychology, 25(4), 743–746.

[173] Weinstein, N., & Ryan, R. M. (2010). When helping helps: Autonomous motivation for prosocial behavior and its influence on well-being for the helper and recipient. Journal of Personality and Social Psychology, 98(2), 222–244.

[174] *Wen, X. (2021). A study on the relationship among parenting style, peer attachment, perceived social support and pro-social behavior of junior high school students. [Unpublished Master’s dissertation]. Sichuan Normal University.

[175] *Wentzel, K. R., & McNamara, C. C. (1999). Interpersonal relationships, emotional distress, and prosocial behavior in middle school. The Journal of Early Adolescence, 19(1), 114–125.

[176] Wittek, R., & Bekkers, R. (2015). Altruism and prosocial behavior, sociology of. In J. D. Wright (Ed.), International encyclopedia of the social & behavioral sciences (pp. 579–583). Elsevier.

[177] *Wong, E. T. K., Ma, W. W. K., & Chan, W. W. L. (2017). Exploring the relationships of online social ties, altruism, and online social support. Journal of Communication and Education, 4(1), 4–18.

[178] *Wu, R. (2020). A study on the relationship between social support and values. [Unpublished Master’s dissertation]. Xinyang Normal University.

[179] *Xu, L., Wang, F., & Tang, L. (2022). Analyze of effect of gratitude and perceived social support on empathy ability and altruistic behavior among clinical medical undergraduates in Shanghai. Medicine and Society, 35(9), 87–92.

[180] Xu, X., Li, H., & Liu, Y. (2021). The relationship between self-esteem and prosocial behavior: The evidence from meta-analysis. Psychology: Techniques and Application, 9(8), 449–460.

[181] *Xue, S., Kaufman, M. R., Zhang, X., Xia, S., Niu, C., Zhou, R., & Xu, W. (2022). Resilience and prosocial behavior among Chinese university students during COVID-19 mitigation: Testing mediation and moderation models of social support. Psychology Research and Behavior Management, 16(15), 1531–1543.

[182] *Yang, F. (2022). A study on the influence and intervention of junior middle school students’ perceived social support and empathy on prosocial behavior. [Unpublished Master’s dissertation]. Huabei Normal University.

[183] Yang, H., Ran, G., Zhang, Q., & Niu, X. (2021). The association between parental attachment and youth suicidal ideation: A three-level meta-analysis. Archives of Suicide Research, 27(2), 453–478.

[184] *Yang, X., Liu, Q., & Zhou, Z. (2017). The effect of online social support on online altruistic behavior: The role of gratitude and social identity. Psychological Development and Education, 33(2), 183–190.

[185] *Yang, Y., Yang, Z., & Qu, W. (2022). Childhood maltreatment and prosocial behavior: Roles of social support and psychological capital. Social Behavior and Personality: An International Journal, 50(1), 1–14.

[186] *Yang, Z. (2020). The relationship between childhood trauma experience and prosocial behavior of senior high school students: The mediating role of social support and psychological capital. [Unpublished Master’s dissertation]. Hunan Normal University.

[187] *Ye, B., Zhou, X., Lei, X., & Yang, Q. (2020). Parent-child attachment and altruistic behavior of college students: The mediating role of perceived social support and interpersonal trust. Chinese Journal of Clinical Psychology, 28(2), 265–268.

[188] Yin, X. (2023). The relationship between college students’ social support and learning burnout in online learning from the perspective of learning motivation differences. [Unpublished Master’s dissertation]. Jilin University.

[189] *You, S., Lee, J., & Lee, Y. (2020). Relationships between gratitude, social support, and prosocial and problem behaviors. Current Psychology, 41(5), 1–8.

[190] Yunanto, T. A. R. (2020). The power of positivity: The roles of prosocial behavior and social support toward gratitude. Jurnal Psikologi Ulayat, 7(1), 57–68.

[191] Zalta, A. K., Tirone, V., Orlowska, D., Blais, R. K., Lofgreen, A., Klassen, B., Held, P., Stevens, N. R., Adkins, E., & Dent, A. L. (2021). Examining moderators of the relationship between social support and self-reported PTSD symptoms: A meta-analysis. Psychological Bulletin, 147(1), 33–54.

[192] *Zeng, X. Q. (2012). Moral identity and prosocial behavior of college students in China and their influencing factors. Journal of Chongqing University of Commerce and Industry (Social Science Edition), 29(4), 149–155.

[193] *Zhang, D., Li, Q., Zhu, Z., & Wu, L. (2021). The relationship between psychological suzhi and prosocial behavior of college students: The serial mediating effect of percevied social support and gratitude. Journal of Southwestern University (Natural Science Edition), 43(10), 29–36.

[194] Zhang, H., & Zhao, H. (2021). Influence of urban residents’ life satisfaction on prosocial behavioral intentions in the community: A multiple mediation model. Journal of Community Psychology, 49(2), 406–418.

[195] *Zhang, S., Deng, X. Y., Zhao, X., Zhao, X., Chen, S. H., & Chen, R. H. (2022). The relationship between motivation for volunteering and sense of self-worth: The chain mediating role of social support and pro-social behavior. Chinese Journal of Health Psychology, 30(11), 1745–1750.

[196] Zhang, S., Zhang, Q., & Li, C. (2015). A meta-analysis of gender differences in comprehension social support. Psychological Development and Education, 31(4), 393–401.

[197] Zhang, Y., Li, S., & Yu, G. (2019). The relationship between self-esteem and social anxiety: A meta-analysis with Chinese students. Advances in Psychological Science, 27(6), 1005–1018.

[198] *Zhang, Y., Shen, T., & Hu, S. (2022). Effects of family and school support on prosocial behavior of junior high school students: Mediating roles of interpersonal trust and self-esteem and grade differences. Journal of Shenyang Normal University (Education Science Edition), 1(1), 104–112.

[199] *Zhao, H., Zhang, H., Liu, Q., Wang, F., & Zhou, Z. (2012). College students’ trait empathy and internet altruistic behavior: The mediating effects of online social support. Psychological Development and Education, 28(5), 478–486.

[200] *Zhao, J., Cai, D., Yang, C., Shields, J. P., Xu, Z., & Wang, C. (2020). Trait emotional intelligence and young adolescents’ positive and negative affect: The mediating roles of personal resilience, social support, and prosocial behavior. Child & Youth Care Forum, 49, 431–448.

[201] *Zhao, N., Ling, Y., Chen, Q., & Teng, X. (2017). The effect of social support on problem behaviors of rural left-behind children: The mediating role of sense of hope. Chinese Journal of Health Psychology, 8, 1227–1231.

[202] *Zhao, Y. (2017). Social support and emotional-behavioral problems of left-behind children: The mediating role of psychological capital. Journal of Education, 4, 31–35.

[203] *Zhao, Y. (2020). A study on the relationship between perceived social support, general self-efficacy, empathy and pro-social behavior among middle school students. [Unpublished Master’s dissertation]. Shenzhen University.

[204] *Zheng, Q. (2017). The factors and the mechanism of college student’s altruistic behavior: A study from the multiple ecosystem perspective. [Unpublished Master’s dissertation]. Jiangxi Normal University.

[205] *Zheng, S. (2021). The relationship between gratitude and senior high school student’s prosocial behavior: The role of understanding social support and moral promotion. [Unpublished Master’s dissertation]. Inner Mongolia Normal University.

[206] *Zheng, X. (2012). The effect of internet altruistic behavior on adolescent’s subjective well-being: The moderated mediation. Special Education in China, 11, 84–89+96.

[207] *Zheng, X. (2013). The relationship between reality altruistic behavior and internet altruistic behavior: The role of online social support. Psychological Development and Education, 01, 31–37.

[208] *Zheng, X., Ding, L., & Yuan, S. (2017). The effect of internet altruistic behavior on adolescent’s subjective well-being: The moderated mediation. Special Education in China, 08, 80–87.

[209] *Zheng, X., Xie, F., Ding, L., & Wang, X. (2021). Social class and college students’ internet altruistic behavior: Moderated mediating effect. Psychological Development and Education, 02, 182–189.

[210] *Zhong, X. (2020). The effect of online social support on online altruistic behavior: The mediating role of online interpersonal trust and psychological capital. [Unpublished Master’s dissertation]. Guangxi Normal University.

[211] *Zhou, F. (2012). The study on the relationship among core self-evaluation, social support, narcissism and altruistic behavior. [Unpublished Master’s dissertation]. Henan University.

[212] Zhou, L., & Feng, J. (2005). Theories supported by society—Retrospection to a literary document. Journal of Guangxi Normal University, 03, 11–14+20.

[213] Zhou, X., Wu, X., An, Y., & Chen, J. (2014). The roles of rumination and social support in the associations between core belief challenge and post-traumatic growth among adolescent survivors after the Wenchuan earthquake. Acta Psychologica Sinica, 46(10), 1509–1520.

[214] Zhou, Z., & Cheng, Q. (2022). Relationship between online social support and adolescents’ mental health: A systematic review and meta-analysis. Journal of Adolescence, 94(3), 281–292.

[215] *Zhu, F., Liang, J., & Ma, Y. (2022). The effect of realistic altruistic behavior and network altruistic behavior on subjective well-being of college students: Multiple mediation effects. Psychological Science, 45(3), 628–634.

[216] *Zhuo, C. (2022). The effect of childhood traumatic experiences on prosocial behavior in senior high school students: The role of self-esteem and social support and intervention study. [Unpublished Master’s dissertation]. Huazhong Normal University.

[217] Zimet, G. D., Dahlem, N. W., Zimet, S. G., & Farley, G. K. (1988). The multidimensional scale of perceived social support. Journal of Personality Assessment, 52(1), 30–41.

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