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Beyond the Schoolyard: A Multilevel Examination of Individual, School and School District Variables Associated with Traditional and Cyber Peer Aggression

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Abstract

Background

Peer aggression is defined as acts intended or perceived as intended to cause harm. Most research has focused on either micro or macro-level associations, however, less attention has been given to the collective contributions of both micro and macro levels.

Objective

The present study focuses on verbal, physical, and cyber aggression, and addresses two research questions. First, controlling for individual-level variables, how are school-level and school district-level variables associated with peer aggression? Second, what are the shared and unique characteristics of face-to-face aggression and cyber aggression?

Method

The study used hierarchical linear modeling and a single cross-section of data consisting of 41,098 students, nested across 681 schools, and 62 school districts.

Results

The majority of the individual-level variables were found to be related to peer aggression. However, little to no impact was found at the school and school district-level. Despite the lack of significant findings at the contextual level, the study found notable differences between verbal, physical, and cyber aggression.

Conclusions

The limited significant findings at the contextual level suggest that future examinations need to consider different contextual variables or ecological environments. The limited findings related to cyber aggression also indicates that it may be associated with factors that are not commonly connected with face-to-face aggression. The unique and shared characteristics between the different types of aggression highlight the considerations that should be given to family, school, and demographic characteristics when creating prevention and intervention programs, and the caveat that one-size-fits-all approaches may not be the appropriate response for peer aggression.

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References

  • Agnew, R. (1992). Foundation for a general strain theory of crime and delinquency. Criminology, 30, 47–87.

    Google Scholar 

  • Akers, R. L. (1998). Social learning and social structure: A general theory of crime and deviance. Boston: Northeastern University Press.

    Google Scholar 

  • Arthur, M. W., Hawkins, J. D., Pollard, J. A., Catalano, R. F., & Baglioni, A. J., Jr. (2002). Measuring risk and protective factors for substance use, delinquency, and other adolescent problem behaviors: The Communities That Care Youth Survey. Evaluation Review, 26(6), 575–601.

    PubMed  Google Scholar 

  • Aseltine, R. H., Jr., Gore, S., & Gorden, J. (2000). Life stress, anger and anxiety, and delinquency: An empirical test of general strain theory. Journal of Health and Social Behavior, 41, 256–275.

    PubMed  Google Scholar 

  • Barnes, J., Belsky, J., Broomfield, K. A., Melhuish, E., & National Evaluation of Sure Start (NESS). (2006). Neighbourhood deprivation, school disorder and academic achievement in primary schools in deprived communities in England. International Journal of Behavioral Development, 30(2), 127–136.

    Google Scholar 

  • Bentley, K. M., & Li, A. K. F. (1995). Bully and victim problems in elementary schools and students’ beliefs about aggression. Canadian Journal of School Psychology, 11, 153–165.

    Google Scholar 

  • Betini, G. S., Avgar, T., & Fryxell, J. M. (2017). Why are we not evaluating multiple competing hypotheses in ecology and evolution? Royal Society Open Science, 4, 160756. https://doi.org/10.1098/rsos.160756.

    Article  PubMed  PubMed Central  Google Scholar 

  • Bevans, K., Bradshaw, C., Miech, R., & Leaf, P. (2007). Staff- and school-level predictors of school organizational health: A multilevel analysis. Journal of School Health, 77(6), 294–302.

    PubMed  Google Scholar 

  • Birnbaum, A. S., Lytle, L. A., Hannan, P. J., Murray, D. M., Perry, C. L., & Forster, J. L. (2003). School functioning and violent behavior among young adolescents: A contextual analysis. Health Education Research, 18(3), 389–403.

    PubMed  Google Scholar 

  • Bosworth, K., Espelage, D. L., & Simon, T. R. (1999). Factors associated with bullying behavior in middle school students. Journal of Early Adolescence, 19, 341–362.

    Google Scholar 

  • Bottiani, J. H., Bradshaw, C. P., & Mendelson, T. (2016). Inequality in black and white high school students’ perceptions of school support: An examination of race in context. Journal of Youth and Adolescence, 45, 1176–1191.

    PubMed  Google Scholar 

  • Bowes, L., Arseneault, L., Maughan, B., Taylor, A., Caspi, A., & Moffitt, T. E. (2009). School, neighborhood, and family factors are associated with children’s bullying involvement: A nationally representative longitudinal study. Journal of the American Academy of Child and Adolescent Psychiatry, 48(5), 545–553.

    PubMed  PubMed Central  Google Scholar 

  • Bradshaw, C. P. (2013). Preventing bullying through positive behavioral interventions and supports (PBIS): A multi-tiered approach to prevention and integration. Theory into Practice, 52, 288–295.

    Google Scholar 

  • Bradshaw, C. P. (2014). The role of families in preventing and buffering the effects of bullying. Journal of the American Medical Association Pediatrics, 168, 991–993.

    PubMed  Google Scholar 

  • Bradshaw, C. P. (2015). Translating research to practice in bullying prevention. American Psychologist, 70(4), 322–332.

    PubMed  Google Scholar 

  • Bradshaw, C., Sawyer, A., & O’Brennan, M. (2009). A social disorganization perspective on bullying-related attitudes and behaviors: The influence of school context. American Journal of Community Psychology, 43, 204–220.

    PubMed  Google Scholar 

  • Brookmeyer, K. A., Fanti, K. A., & Henrich, C. C. (2006). Schools, parents, and youth violence: A multilevel, ecological analysis. Journal of Clinical Child and Adolescent Psychology, 35, 504–514.

    PubMed  Google Scholar 

  • Byrne, B. J. (1994). Bullies and victims in school settings with reference to some Dublin schools. Irish Journal of Psychology, 15, 574–586.

    Google Scholar 

  • Carlson, W., & Cornell, D. (2008). Differences between persistent and desistent middle school bullies. School Psychology International, 29(4), 442–451.

    Google Scholar 

  • Carney, A. G., & Merrell, K. W. (2001). Bullying in schools: Perspectives on understanding and preventing an international problem. School Psychology International, 22, 364–382.

    Google Scholar 

  • Chamberlin, T. C. (1890). The method of multiple working hypotheses. Science, 15, 92–96.

    Google Scholar 

  • Charach, A., Pepler, D., & Ziegler, S. (1995). Bullying at school: A Canadian perspective. Education Canada, 35, 12–18.

    Google Scholar 

  • Cohen, J., & Geier, V. K. (2010). School climate research summary: January 2010. Retrieved from http://www.schoolclimate.org/climate/schoolclimatebriefs.php

  • Cohen, J., McCabe, E. M., Michelli, N. M., & Pickeral, T. (2009). School climate: Research, policy, teacher education and practice. Teachers College Record, 111, 180–213.

    Google Scholar 

  • Colvin, C. R., Block, J., & Funder, D. C. (1995). Overly positive self-evaluations and personality: Negative implications for mental health. Journal of Personality and Social Psychology, 68, 1152–1162.

    PubMed  Google Scholar 

  • Cowie, H., & Olafsson, R. (2000). The role of peer support in helping the victims of bullying in a school with high levels of aggression. School Psychology International, 21, 79–95.

    Google Scholar 

  • Cullingforda, C., & Morrisona, J. (1995). Bullying as a formative influence: the relationship between the experience of school and criminality. British Educational Research Journal, 21(5), 547–560.

    Google Scholar 

  • Curtner-Smith, M. E. (2000). Mechanisms by which family processes contribute to school-age boys’ bullying. Child Study Journal, 30, 169–187.

    Google Scholar 

  • Denny, S., Peterson, E., Stuart, J., Utter, J., Bullen, P., Fleming, T., Shanthi, A., Clark, T., & Milfont, T. (2013). Bystander intervention, bullying, and victimization: A multilevel analysis of New Zealand high schools. Journal of School Violence, 14(3).

  • Donoghue, C., & Raia-Hawrylak, A. (2016). Moving beyond the emphasis on bullying: A generalized approach to peer aggression in high school. Children & Schools, 38(1), 30–39.

    Google Scholar 

  • Eaton, D. K., Kann, L., Kinchen, S., Shanklin, S., Ross, J., Hawkins, J., et al. (2010). Youth risk behavior surveillance-United States, 2009. Surveillance Summaries. MMWR, 59(No. SS-5), 1–142.

    PubMed  Google Scholar 

  • Elgar, F. J., Craig, W., Boycec, W., Morgan, A., & Vella-Zarb, R. (2009). Income inequality and school bullying: Multilevel study of adolescents in 37 countries. Journal of Adolescent Health, 45, 351–359.

    Google Scholar 

  • Enders, C. K., & Tofighi, D. (2007). Centering predictor variables in cross-sectional multilevel models: A new look at an old issue. Psychological Methods, 12, 121–138.

    PubMed  Google Scholar 

  • Ensminger, M. E., Forrest, C. B., Riley, A. W., Kang, M., Green, B. F., Startfield, B., et al. (2000). The validity of measures of socioeconomic status of adolescents. Journal of Adolescent Research, 15, 392–419.

    Google Scholar 

  • Esbensen, F. A., & Carson, D. C. (2009). Consequences of being bullied results from a longitudinal assessment of bullying victimization in a multisite sample of American students. Youth & Society, 41, 209–233.

    Google Scholar 

  • Espelage, D. L., Bosworth, K., & Simon, T. R. (2000). Examining the social context of bullying behaviors in early adolescence. Journal of Counseling & Development, 78(3), 326–333.

    Google Scholar 

  • Espelage, D. L., Holt, M. K., & Henkel, R. R. (2003). Examination of peer group contextual effects on aggressive behavior during early adolescence. Child Development, 74, 205–220.

    PubMed  Google Scholar 

  • Espelage, D. L., Low, S. K., & Jimerson, S. R. (2014). Understanding school climate, aggression, peer victimization, and bully perpetration: Contemporary science, practice, and policy. School Psychology Quarterly, 29(3), 233–237.

    PubMed  Google Scholar 

  • Felson, R. B., Liska, A. E., South, S., & McNulty, T. L. (1994). The subculture of violence and delinquency: Individual versus school context effects. Social Forces, 73, 155–173.

    Google Scholar 

  • Finkelhor, D., Turner, H. A., & Hamby, S. (2012). Let’s prevent peer victimization, not just bullying. Child Abuse and Neglect, 36, 271–274.

    PubMed  Google Scholar 

  • Florida Youth Substance Abuse Survey (FYSAS). (2011). 2010 Florida Youth Substance Abuse Survey State Report. Governor’s Office of Drug Control.

  • Fried, S., & Fried, P. (2003). Bullies, targets & witnesses: Helping children break the pain chain. New York, New York: M. Evans and Company Inc.

    Google Scholar 

  • Gini, G., Pozzoli, T., & Bussey, K. (2015). The role of individual and collective moral disengagement in peer aggression and bystanding: A multilevel analysis. Journal of Abnormal Child Psychology, 43, 441–452.

    PubMed  Google Scholar 

  • Gregory, A., Cornell, D., & Fan, X. (2011). The relationship of school structure and support to suspension rates for Black and White high school students. American Educational Research Journal, 48, 904–934.

    Google Scholar 

  • Gregory, A., & Weinstein, S. R. (2008). The discipline gap and African Americans: Defiance or cooperation in the high school classroom. Journal of School Psychology, 46, 455–475.

    PubMed  Google Scholar 

  • Hinduja, S., & Patchin, J. W. (2008). Cyberbullying: An exploratory analysis of factors related to offending and victimization. Deviant Behavior, 29(2), 129–156.

    Google Scholar 

  • Hirschi, T. (1969). Causes of delinquency. Berkeley, CA: University of California Press.

    Google Scholar 

  • Holt, T., Turner, M., & Exum, L. (2014). The impact of self-control and neighborhood disorder on bullying victimization. Journal of Criminal Justice, 42(4), 347–355.

    Google Scholar 

  • Hoover, J. H., Oliver, R. L., & Hazler, R. J. (1992). Bullying: Perceptions of adolescent victims in midwestern USA. School Psychology International, 13, 5–16.

    Google Scholar 

  • Houbre, B., Tarquinio, C., & Thuillier, I. (2006). Peer aggression among students and its consequences on health. European Journal of Psychology of Education, 21(2), 183–208.

    Google Scholar 

  • Hox, J. J. (2010). Multilevel analysis: Techniques and applications. New York, NY: Routledge.

    Google Scholar 

  • Kokkinos, C. M., & Panayiotou, G. (2004). Predicting bullying and victimization among early adolescents: Associations with disruptive behavior disorders. Aggressive Behavior, 30, 520–533.

    Google Scholar 

  • Konold, T. R., & Cornell, D. (2015). Measurement and structural relations of an authoritative school climate model: A multi-level latent variable investigation. Journal of School Psychology, 53(6), 447–461.

    PubMed  Google Scholar 

  • Konold, T., Cornell, D., Shukla, K., & Huang, F. (2017). Racial/ethnic differences in perceptions of school climate and its association with student engagement and peer aggression. Journal of Youth Adolescence, 46, 1289–1303. https://doi.org/10.1007/s10964-016-0576-1

    Article  PubMed  Google Scholar 

  • Kornhauser, R. R. (1978). Social sources of delinquency. Chicago: University of Chicago Press.

    Google Scholar 

  • Koth, C. W., Bradshaw, C. P., & Leaf, P. J. (2008). A multilevel study of predictors of student perceptions of school climate: The effect of classroom-level factors. Journal of Educational Psychology, 100, 96–104.

    Google Scholar 

  • Kuppens, S., Grietens, H., Onghena, P., Michiels, D., & Subramanian, S. V. (2008). Individual and classroom variables associated with relational aggression in elementary-school aged children: A multilevel analysis. Journal of School Psychology, 46(6), 639–660.

    PubMed  Google Scholar 

  • Kuppens, S., Laurent, L., Heyvaert, M., & Onghena, P. (2013). Associations between parental psychological control and relational aggression in children and adolescents: A multilevel and sequential meta-analysis. Developmental Psychology, 49(9), 1697–1712.

    PubMed  Google Scholar 

  • Limber, S. P. (2002). Addressing youth bullying behaviors. Published in the Proceedings of the Educational Forum on Adolescent Health on Youth Bullying. Chicago: American Medical Association.

  • Low, S., & Espelage, D. (2013). Differentiating cyber bullying perpetration from non-physical bullying: Commonalities across race, individual, and family predictors. Psychology of Violence, 3(1), 39–52.

    Google Scholar 

  • Lucas-Molina, B., Williamson, A. A., Pulido, A., & Pérez-Albéniz, A. (2015). Effects of teacher student relationships on peer harassment: A multilevel study. Psychology in the Schools, 52(3), 298–315.

    Google Scholar 

  • Maguin, E., & Loeber, R. (1996). Academic performance and delinquency. Crime and Justice, 20, 145–264.

    Google Scholar 

  • McConville, D. W., & Cornell, D. G. (2003). Aggressive attitudes predict aggressive behaviors in middle school students. Journal of Emotional and Behavioral Disorders, 11(3), 179–187.

    Google Scholar 

  • Modecki, K. L., Minchina, J., Harbaugh, A. G., Guerra, A. G., & Runions, K. C. (2014). Bullying prevalence across contexts: A Meta-analysis measuring cyber and traditional bullying. Journal of Adolescent Health, 55(5), 602–611.

    Google Scholar 

  • Nansel, T. R., Overpeck, M., Pilla, R. S., Ruan, W. J., Simons Morton, B., & Scheidt, P. (2001). Bullying behaviors among US youth: Prevalence and associations with psychosocial adjustment. Journal of the American Medical Association, 285(16), 2094–2100.

    PubMed  Google Scholar 

  • Naylor, P., & Cowie, H. (1999). The effectiveness of peer support systems in challenging school bullying: The perspectives and experiences of teachers and pupils. Journal of Adolescence, 22, 467–479.

    PubMed  Google Scholar 

  • Newman, R. S., Murray, B., & Lussier, C. (2001). Confrontation with aggressive peers at school students’ reluctance to seek help from the teacher. Journal of Educational Psychology, 93, 398–410.

    Google Scholar 

  • Olweus, D. (1980). Familial and temperamental determinants of aggressive behavior in adolescent boys: A causal analysis. Developmental Psychology, 16, 644–660.

    Google Scholar 

  • Olweus, D. (1993). Bullying at school: What we know and what we can do. Cambridge, MA: Blackwell Publishers.

    Google Scholar 

  • Olweus, D., Limber, S., & Mihalic, S. (1999). The bullying prevention program. Blueprints for violence prevention. Boulder, CO: Center for the Study and Prevention of Violence.

    Google Scholar 

  • Ousey, G. C., & Wilcox, P. (2005). Subcultural values and violent delinquency: A multilevel analysis in middle schools. Youth Violence and Juvenile Justice, 3(1), 3–22.

    Google Scholar 

  • Raskin, R., Novacek, J., & Hogan, R. (1991). Narcissistic self-esteem management. Journal of Personality and Social Psychology, 60, 911–918.

    Google Scholar 

  • Raudenbush, S. W., & Bryk, A. S. (2002). Hierarchical linear models: Applications and data analysis methods (2nd ed.). Newbury Park, CA: Sage.

    Google Scholar 

  • Raudenbush, S. W., Bryk, A. S., Cheong, Y. F., Congdon, R., & DuToit, M. (2004). HLM 6: Hierarchical linear and nonlinear modeling. Lincolnwood: Scientific Software International Inc.

    Google Scholar 

  • Raudenbush, S. W., & Sampson, R. (1999). Assessing direct and indirect effects in multilevel designs with latent variables. Sociological Methods and Research, 28(2), 123–153.

    Google Scholar 

  • Raudenbush, S. W., Yang, M., & Yosef, M. (2000). Maximum likelihood for hierarchical models via higher-order, multivariate LaPlace approximation. Journal of Computational and Graphical Statistics, 9(1), 141–157.

    Google Scholar 

  • Rivers, I., & Smith, P. K. (1994). Types of bullying behavior and their correlates. Aggressive Behavior, 20, 359–368.

    Google Scholar 

  • Roberts, M. (1988). Schoolyard menace. Psychology Today, 53–56.

  • Roberts, W. B. (2000). The bully as victim. Professional School Counseling, 4, 148–156.

    Google Scholar 

  • Rohlf, H., Krahe, B., & Busching, R. (2016). The socializing effect of classroom aggression on the development of aggression and social rejection: A two-wave multilevel analysis. Journal of School Psychology, 58, 57–72.

    PubMed  Google Scholar 

  • Salmivalli, C., Lappalainen, M., & Lagerspetz, K. (1998). Stability and change of behavior in connection with bullying in schools: A two-year follow-up. Aggressive Behavior, 24, 205–218.

    Google Scholar 

  • Sampson, R. J., Raudenbush, S. W., & Earls, F. (1997). Neighborhoods and violent crime: A multilevel study of collective efficacy. Science, 277(5328), 918–924.

    PubMed  Google Scholar 

  • Shaw, C. R., & McKay, H. D. (1942). Juvenile delinquency in urban areas. Chicago: University of Chicago Press.

    Google Scholar 

  • Shukla, K., Konold, T., & Cornell, D. (2016). Profiles of student perceptions of school climate: Relations with risk behaviors and academic outcomes. American Journal of Community Psychology, 57, 291–307.

    PubMed  Google Scholar 

  • Simons-Morton, B. G., Crump, A. R., Haynie, D. L., & Saylor, K. E. (1999). Student–school bonding and adolescent problem behavior. Health Education Research, 14(1), 99–107.

    PubMed  Google Scholar 

  • Slee, P. T. (1995). Peer victimization and its relationship to feelings of depression among Australian primary school students. Personality and Individual Differences, 18, 57–62.

    Google Scholar 

  • Slee, P. T., & Rigby, K. (1993). The relationship of Eysenck’s personality factors and self-esteem to bully-victim behaviour in Australia. Personality and Individual Differences, 14, 371–373.

    Google Scholar 

  • Snijders, T. A. B., & Bosker, R. J. (1999). Multilevel analysis. Thousand Oaks, CA: Sage.

    Google Scholar 

  • Spriggs, A. L., Iannotti, R. J., Nansel, T. R., & Haynie, D. L. (2007). Adolescent bullying involvement and perceived family, peer and school relations: Commonalities and differences across race/ethnicity. Journal of Adolescent Health, 41(3), 283–293.

    Google Scholar 

  • Stewart, E. (2003). School social bonds, school climate, and social misbehavior: A multilevel analysis. Justice Quarterly, 20(3), 575–604.

    Google Scholar 

  • Strassberg, Z., Dodge, K. A., Pettit, G. S., & Bates, J. E. (1994). Spanking in the home and children’s subsequent aggression toward kindergarten peers. Development and Psychopathology, 6, 445–461.

    Google Scholar 

  • Thapa, A., Cohen, J., Guffey, S., & Higgins-D’Alessandro, A. (2013). A review of school climate research. Review of Educational Research, 83(3), 357–385.

    Google Scholar 

  • Thunfors, P., & Cornell, D. (2008). The popularity of middle school bullies. Journal of School Violence, 7(1), 65–82. https://doi.org/10.1300/J202v07n01_05.

    Article  Google Scholar 

  • Toch, H. (1993). Violent men: An inquiry into the psychology of violence. Washington, DC: American Psychological Association. (Original work published 1969).

  • Unnever, J. D., & Cornell, D. G. (2004). Middle school victims of bullying: Who reports being bullied? Aggressive Behavior, 30, 373–388.

    Google Scholar 

  • Velki, T. (2018). Verifying the ecological model of peer aggression on Croatian students. Psychology in the Schools, 55, 1302–1320.

    Google Scholar 

  • Vervoort, M. H. M., Scholte, R. H. J., & Overbeek, G. (2010). Bullying and victimization among adolescents: The role of ethnicity and ethnic composition of school class. Journal of Youth Adolescence, 39, 1.

    PubMed  Google Scholar 

  • Waasdorp, T. E., Bradshaw, C. P., & Duong, J. (2011). The link between parents’ perceptions of the school and their responses to school bullying: Variation by child characteristics and the forms of victimization. Journal of Educational Psychology, 103(2), 324–335.

    Google Scholar 

  • Wang, C., Berry, B., & Swearer, S. M. (2013). The critical role of school climate in effective bullying prevention. Theory Into Practice, 52, 296–302.

    Google Scholar 

  • Wang, J., Iannotti, R., & Nansel, T. (2009). School bullying among adolescents in the united 112 states: Physical, verbal, relational, and cyber. Journal of Adolescent Health, 45(4), 368–375.

    Google Scholar 

  • Warner, B. S., Weist, M. D., & Krulak, A. (1999). Risk factors for school violence. Urban Education, 34, 52–68.

    Google Scholar 

  • Welsh, W. N., Greene, J. R., & Jenkins, P. H. (1999). The influence of individual, institutional and community factors. Criminology, 37, 73–115.

    Google Scholar 

  • Williams, K. R., & Guerra, N. G. (2007). Prevalence and predictors of internet bullying. Journal of Adolescent Health, 41, S14–S21.

    Google Scholar 

  • Wilson, D. (2004). The interface of school climate and school connectedness and relationships with aggression and victimization. Journal of School Health, 74, 293–299.

    PubMed  Google Scholar 

  • Ybrandt, H., & Armelius, K. (2010). Peer aggression and mental health problems: Self-esteem as a mediator. School Psychology International, 31(2), 146–163.

    Google Scholar 

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Correspondence to Karla Dhungana Sainju.

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The author, Karla Dhungana Sainju, was previously associated with the College of Criminology and Criminal Justice at Florida State University where the study was conducted. The author is now at the Faculty of Social Science and Humanities at the University of Ontario Institute of Technology. Parts of this paper were reported as part of the author’s dissertation.

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Dhungana Sainju, K. Beyond the Schoolyard: A Multilevel Examination of Individual, School and School District Variables Associated with Traditional and Cyber Peer Aggression. Child Youth Care Forum 49, 769–797 (2020). https://doi.org/10.1007/s10566-020-09555-4

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