Abstract
Adolescents use various strategies to help their victimized peers during bullying episodes. However, prior research has primarily adopted a variable-centered approach that examines the effect of each defending strategies separately and does not address whether there were different types of defenders who exhibit specific combinations of defending strategies and how these profiles related to youth’s adjustment outcomes. Using latent profile analysis, this study identified defending profiles among a sample of Chinese adolescents (N = 1618, Mage = 13.81, SDage = 0.94, 42% girls) and examined whether these profiles differ on victimization experiences and depressive symptoms. The results yielded four defending profiles: nonaggressive defenders (15%), aggressive defenders (7%), average defenders (54%), and infrequent defenders (24%). Aggressive defenders and infrequent defenders exhibited the highest levels of self-reported victimization and depressive symptoms, whereas nonaggressive defenders demonstrated the lowest. There were no statistical profile differences in peer-reported victimization. Findings suggest that investigating the heterogeneity of youth using defending strategies is important for understanding whether defending actually puts youth at increased risk for negative adjustment.
Similar content being viewed by others
References
Asparouhov, T., & Muthén, B. (2014). Auxiliary variables in mixture modeling: Using the BCH method in Mplus to estimate a distal outcome model and an arbitrary secondary model. Mplus Web Notes, 21(2), 1–22.
Benjamini, Y., & Hochberg, Y. (1995). Controlling the false discovery rate: A practical and powerful approach to multiple testing. Journal of the Royal Statistical Society: Series B Methodological, 57(1), 289–300. https://doi.org/10.1111/j.2517-6161.1995.tb02031.x.
Capaldi, D. M. (1991). Co-occurrence of conduct problems and depressive symptoms in early adolescent boys: I. Familial factors and general adjustment at Grade 6. Development and Psychopathology, 3(3), 277–300. https://doi.org/10.1017/S0954579400005319.
Capaldi, D. M. (1992). Co-occurrence of conduct problems and depressive symptoms in early adolescent boys: II. A 2-year follow-up at Grade 8. Development and Psychopathology, 4(1), 125–144. https://doi.org/10.1017/S0954579400005605.
Craig, W. M., & Pepler, D. J. (1995). Peer processes in bullying and victimization: An observational study. Exceptionality Education Canada, 5, 81–95.
Eagly, A. H. (2009). The his and hers of prosocial behavior: An examination of the social psychology of gender. American Psychologist, 64(8), 644–658. https://doi.org/10.1037/0003-066X.64.8.644.
Eisenberg, N., Spinrad, T. L., & Eggum, N. D. (2010). Emotion-related self-regulation and its relation to children’s maladjustment. Annual Review of Clinical Psychology, 6, 495–525. https://doi.org/10.1146/annurev.clinpsy.121208.131208.
Fendrich, M., Weissman, M. M., & Warner, V. (1990). Screening for depressive disorder in children and adolescents: Validating the Center for Epidemiologic Studies Depression Scale for Children. American Journal of Epidemiology, 131(3), 538–551. https://doi.org/10.1093/oxfordjournals.aje.a115529.
Gaffney, H., Ttofi, M. M., & Farrington, D. P. (2021). What works in anti-bullying programs? Analysis of effective intervention components. Journal of School Psychology, 85, 37–56. https://doi.org/10.1016/j.jsp.2020.12.002.
Garandeau, C. F., Vermande, M. M., Reijntjes, A. H., & Aarts, E. (2022). Classroom bullying norms and peer status: Effects on victim-oriented and bully-oriented defending. International Journal of Behavioral Development, 46(5), 401–410. https://doi.org/10.1177/0165025419894722.
Hawkins, D. L., Pepler, D. J., & Craig, W. M. (2001). Naturalistic observations of peer interventions in bullying. Social Development, 10(4), 512–527. https://doi.org/10.1111/1467-9507.00178.
Huang, Y., Bullock, A., Liu, J., Wang, Z., Xu, G., & Sang, B. (2022). Co-rumination with friends exacerbates association between peer victimization and adjustment in adolescence. Journal of Applied Developmental Psychology, 80, 101410 https://doi.org/10.1016/j.appdev.2022.101410.
Huitsing, G., Snijders, T. A. B., Van Duijn, M. A. J., & Veenstra, R. (2014). Victims, bullies, and their defenders: A longitudinal study of the coevolution of positive and negative networks. Development and Psychopathology, 26(3), 645–659. https://doi.org/10.1017/S0954579414000297.
Jouriles, E. N., Rosenfield, D., McDonald, R., & Mueller, V. (2014). Child involvement in interparental conflict and child adjustment problems: A longitudinal study of violent families. Journal of Abnormal Child Psychology, 42, 693–704. https://doi.org/10.1007/s10802-013-9821-1.
Lambe, L. J., Cioppa, V. D., Hong, I. K., & Craig, W. M. (2019). Standing up to bullying: A social ecological review of peer defending in offline and online contexts. Aggression and Violent Behavior, 45, 51–74. https://doi.org/10.1016/j.avb.2018.05.007.
Lambe, L. J., & Craig, W. M. (2020). Peer defending as a multidimensional behavior: Development and validation of the Defending Behaviors Scale. Journal of School Psychology, 78, 38–53. https://doi.org/10.1016/j.jsp.2019.12.001.
Lambe, L. J., Hudson, C. C., Craig, W. M., & Pepler, D. J. (2017). Does defending come with a cost? Examining the psychosocial correlates of defending behaviour among bystanders of bullying in a Canadian sample. Child Abuse & Neglect, 65, 112–123. https://doi.org/10.1016/j.chiabu.2017.01.012.
Little, R. J. A. (1988). A test of missing completely at random for multivariate data with missing values. Journal of the American Statistical Association, 83(404), 1198–1202. https://doi.org/10.2307/2290157.
Liu, J., Bowker, J. C., Coplan, R. J., Yang, P., Li, D., & Chen, X. (2019). Evaluating links among shyness, peer relations, and internalizing problems in Chinese young adolescents. Journal of Research on Adolescence, 29(3), 696–709. https://doi.org/10.1111/jora.12406.
Liu, J., Zhou, T., Yuan, M., Ren, H., Bian, X., & Coplan, R. J. (2021). Daily routines, parent–child conflict, and psychological maladjustment among Chinese children and adolescents during the COVID-19 pandemic. Journal of Family Psychology, 35(8), 1077–1085. https://doi.org/10.1037/fam0000914.
Ma, T.-L., Meter, D. J., Chen, W.-T., & Lee, Y. (2019). Defending behavior of peer victimization in school and cyber context during childhood and adolescence: A meta-analytic review of individual and peer-relational characteristics. Psychological Bulletin, 145(9), 891–928. https://doi.org/10.1037/bul0000205.
Malamut, S. T., Trach, J., Garandeau, C. F., & Salmivalli, C. (2021). Examining the potential mental health costs of defending victims of bullying: A longitudinal analysis. Research on Child and Adolescent Psychopathology, 49(9), 1197–1210. https://doi.org/10.1007/s10802-021-00822-z.
Malamut, S. T., Trach, J., Garandeau, C. F., & Salmivalli, C. (2023). Does defending victimized peers put youth at risk of being victimized? Child Development, 94(2), 380–394. https://doi.org/10.1111/cdev.13866.
Meter, D. J., & Card, N. A. (2015). Effects of defending: The longitudinal relations among peer‐perceived defending of victimized peers, victimization, and liking. Social Development, 24(4), 734–747. https://doi.org/10.1111/sode.12129.
Muthén, L. K., & Muthén, B. O. (2019). Mplus user’s guide (version 8.3). Los Angeles: Muthén & Muthén.
Nylund, K. L., Asparouhov, T., & Muthén, B. O. (2007). Deciding on the number of classes in latent class analysis and growth mixture modeling: A Monte Carlo simulation study. Structural Equation Modeling, 14(4), 535–569. https://doi.org/10.1080/10705510701575396.
Olweus, D. (1996). The revised Olweus bully/victim questionnaire. Research Center for Health Promotion (HEMIL Center). Bergen, Norway: University of Bergen.
Pozzoli, T., Gini, G., & Vieno, A. (2012). The role of individual correlates and class norms in defending and passive bystanding behavior in bullying: A multilevel analysis. Child Development, 83(6), 1917–1931. https://doi.org/10.1111/j.1467-8624.2012.01831.x.
Pronk, J., Goossens, F. A., Olthof, T., de Mey, L., & Willemen, A. M. (2013). Children’s intervention strategies in situations of victimization by bullying: Social cognitions of outsiders versus defenders. Journal of School Psychology, 51(6), 669–682. https://doi.org/10.1016/j.jsp.2013.09.002.
Reijntjes, A., Vermande, M., Olthof, T., Goossens, F. A., Aleva, L., & van der Meulen, M. (2016). Defending victimized peers: Opposing the bully, supporting the victim, or both? Aggressive Behavior, 42(6), 585–597. https://doi.org/10.1002/ab.21653.
Rivers, I., Poteat, V. P., Noret, N., & Ashurst, N. (2009). Observing bullying at school: The mental health implications of witness status. School Psychology Quarterly, 24(4), 211–223. https://doi.org/10.1037/a0018164.
Salmivalli, C., Voeten, M., & Poskiparta, E. (2011). Bystanders matter: Associations between reinforcing, defending, and the frequency of bullying behavior in classrooms. Journal of Clinical Child and Adolescent Psychology, 40(5), 668–676. https://doi.org/10.1080/15374416.2011.597090.
Schäfer, M., Werner, N. E., & Crick, N. R. (2002). A comparison of two approaches to the study of negative peer treatment: General victimization and bully/victim problems among German schoolchildren. British Journal of Developmental Psychology, 20(2), 281–306. https://doi.org/10.1348/026151002166451.
Scholte, R. H., Burk, W. J., & Overbeek, G. (2013). Divergence in self-and peer-reported victimization and its association to concurrent and prospective adjustment. Journal of Youth and Adolescence, 42, 1789–1800. https://doi.org/10.1007/s10964-012-9896-y.
Schwartz, D., Chang, L., & Farver, J. M. (2001). Correlates of victimization in Chinese children’s peer groups. Developmental Psychology, 37(4), 520–532. https://doi.org/10.1037/0012-1649.37.4.520.
Smith, R. L. (2015). Adolescents’ emotional engagement in friends’ problems and joys: Associations of empathetic distress and empathetic joy with friendship quality, depression, and anxiety. Journal of Adolescence, 45, 103–111. https://doi.org/10.1016/j.adolescence.2015.08.020.
Spurk, D., Hirschi, A., Wang, M., Valero, D., & Kauffeld, S. (2020). Latent profile analysis: A review and “how to” guide of its application within vocational behavior research. Journal of Vocational Behavior, 120, 103445. https://doi.org/10.1016/j.jvb.2020.103445.
van der Ploeg, R., Kretschmer, T., Salmivalli, C., & Veenstra, R. (2017). Defending victims: What does it take to intervene in bullying and how is it rewarded by peers? Journal of School Psychology, 65, 1–10. https://doi.org/10.1016/j.jsp.2017.06.002.
Wang, Z., Chen, X., Liu, J., Bullock, A., Li, D., Chen, X., & French, D. (2020). Moderating role of conflict resolution strategies in the links between peer victimization and psychological adjustment among youth. Journal of Adolescence, 79, 184–192. https://doi.org/10.1016/j.adolescence.2020.01.002.
Wang, Z., Laninga-Wijnen, L., Garandeau, C. F., & Liu, J. (2023). Development and validation of the Adolescent Defending Behaviors Questionnaire among Chinese early adolescents. Assessment, 10731911221149082. Advance online publication. https://doi.org/10.1177/10731911221149082.
Yun, H. ‐Y. (2020). New approaches to defender and outsider roles in school bullying. Child Development, 91(4), e814–e832. https://doi.org/10.1111/cdev.13312.
Acknowledgements
We thank the participating schools as well as the research assistants who helped collect the data. Furthermore, we are grateful to all adolescents for their participation.
Funding
This work was supported by the Research Project of Shanghai Science and Technology Commission (20dz2260300), the Key Research & Development and Promotion Projects in Henan Province (No: 222102320009), and the Program of Philosophy and Social Sciences in Henan Province (No: 2021BJY043).
Data Sharing and DeclarationThe data that support the findings of this study are available from the corresponding author on reasonable request. This study was not preregistered.
Author information
Authors and Affiliations
Contributions
G.J. conceived of the present study, developed the hypotheses, performed the statistical analyses, interpreted the results, and wrote the first draft of the manuscript; X.B. recruited participants and collected data, participated in conceptualization, design and coordination of the project; T.Z. helped to revise the manuscript and interpret the results; J.L. developed the hypotheses, performed the statistical analyses, and interpreted the results, funded the current project and supervised the whole manuscript writing process. All authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare no competing interests.
Ethical approval
We have adhered to APA ethical standards in conducting this study and this study has been approved by the Institutional Review Board of East China Normal University.
Informed consent
Written assent was obtained from all participating children and written consent was obtained from their parents through the school.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Jin, G., Bian, X., Zhou, T. et al. Different Ways to Defend Victims of Bullying: Defending Profiles and Their Associations with Adolescents’ Victimization Experiences and Depressive Symptoms. J. Youth Adolescence 53, 621–631 (2024). https://doi.org/10.1007/s10964-023-01904-5
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10964-023-01904-5