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Bullying development across adolescence, its antecedents, outcomes, and gender-specific patterns

Published online by Cambridge University Press:  15 July 2016

Tina Kretschmer*
Affiliation:
University of Groningen University Medical Centre Groningen
René Veenstra
Affiliation:
University of Groningen
Maja Deković
Affiliation:
Utrecht University
Albertine J. Oldehinkel
Affiliation:
University Medical Centre Groningen
*
Address correspondence and reprint requests to: Tina Kretschmer, Department of Pedagogy and Educational Science, Faculty of Behavioral and Social Sciences, University of Groningen, Grote Rozenstraat 38 9712 TJ Groningen, The Netherlands; E-mail: [email protected].

Abstract

In contrast to victimization, prior research on the antecedents and outcomes of bullying perpetration has provided little conclusive knowledge. Some adolescent bullies may be well adjusted and popular among peers, while other bullies are rejected and lack self-control. There is also great variation in the outcomes, with a number of studies (but not all) showing increased risk for externalizing and internalizing problems. We used a developmental framework and data from 2,230 participants of the Dutch Tracking Adolescents’ Individual Lives Survey (TRAILS) to examine bullying perpetration across adolescence, to test the links with various antecedents in preadolescence, and to elucidate the outcomes in early adulthood. Latent growth models indicated significant variance in initial bullying perpetration levels and an overall decrease between pre- and late adolescence. Individual, family, and peer factors were associated with initial levels and partially associated with bullying development over time. Bullying perpetration was linked to later maladjustment and substance use, although only in girls. Finally, bullying perpetration appears to function as an intermediate variable between preadolescent individual, family, and peer risk and substance use more than 10 years later. These results have important implications for understanding the gender-specific nature of bullying perpetration and its outcomes and for demonstrating that bullying carries early risk into adulthood.

Type
Regular Articles
Copyright
Copyright © Cambridge University Press 2016 

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References

Achenbach, T. M. (1991). Manual for the Teacher's Report Form and 1991 TRF profile. Burlington, VT: University of Vermont.Google Scholar
Achenbach, T. M., & Rescorla, L. A. (2001). Manual for ASEBA School-Age Forms & Profiles. Burlington, VT: University of Vermont, Department of Psychiatry.Google Scholar
Achenbach, T. M., Rescorla, L. A., McConaughey, S., Pecora, P., Wetherbee, K., & Ruffle, T. (2003). The Achenbach system of empirically based assessment. In Reynolds, C. R. & Kamphaus, R. W. (Eds.), Handbook of psychological and educational assessment of children: Vol. 2. Personality, behavior, and context (pp. 406432). New York: Guilford Press.Google Scholar
Álvarez-García, D., García, T., & Núñez, J. C. (2015). Predictors of school bullying perpetration in adolescence: A systematic review. Aggression and Violent Behavior, 23, 126136.CrossRefGoogle Scholar
Bandalos, D. L., & Raczynski, K. A. (2015). Capturing family-school partnership constructs over time: Creating developmental measurement models. In Sheridan, S. M. & Moorman, E. (Eds.), Foundational aspects of family–school partnership research (pp. 77103). New York: Springer.CrossRefGoogle Scholar
Barker, E. D., Arseneault, L., Brendgen, M., Fontaine, N., & Maughan, B. (2008). Joint development of bullying and victimization in adolescence: Relations to delinquency and self-harm. Journal of the American Academy of Child & Adolescent Psychiatry, 47, 10301038.Google ScholarPubMed
Bashford, J., Flett, R., & Copeland, J. (2010). The Cannabis Use Problems Identification Test (CUPIT): Development, reliability, concurrent and predictive validity among adolescents and adults. Addiction, 105, 615625.CrossRefGoogle ScholarPubMed
Bongers, I. L., Koot, H. M., Van der Ende, J., & Verhulst, F. C. (2003). The normative development of child and adolescent problem behavior. Journal of Abnormal Psychology, 112, 179192.CrossRefGoogle ScholarPubMed
Bukowski, W. M., & Hoza, B. (1989). Popularity and friendship: Issues in theory, measurement, and outcome. In Berndt, T. J. & Ladd, G. W. (Eds.), Peer relationships in child development (pp. 1545). Oxford: Wiley.Google Scholar
Caravita, S., & Cillessen, A. H. (2012). Agentic or communal? Associations between interpersonal goals, popularity, and bullying in middle childhood and early adolescence. Social Development, 21, 376395.CrossRefGoogle Scholar
Copeland, W. E., Wolke, D., Angold, A., & Costello, E. J. (2013). Adult psychiatric outcomes of bullying and being bullied by peers in childhood and adolescence. JAMA Psychiatry, 70, 419426.CrossRefGoogle ScholarPubMed
Craig, W., Harel-Fisch, Y., Fogel-Grinvald, H., Dostaler, S., Hetland, J., Simons-Morton, B., et al. (2009). A cross-national profile of bullying and victimization among adolescents in 40 countries. International Journal of Public Health, 54, 216224.CrossRefGoogle ScholarPubMed
Curran, P. J., & Hussong, A. M. (2009). Integrative data analysis: The simultaneous analysis of multiple data sets. Psychological Methods, 14, 81110.CrossRefGoogle ScholarPubMed
de Winter, A. F., Oldehinkel, A. J., Veenstra, R., Brunnekreef, J. A., Verhulst, F. C., & Ormel, J. (2005). Evaluation of non-response bias in mental health determinants and outcomes in a large sample of pre-adolescents. European Journal of Epidemiology, 20, 173181.CrossRefGoogle Scholar
Dijkstra, J. K., Cillessen, A. H., Lindenberg, S., & Veenstra, R. (2009). Same-gender and cross-gender likeability: Associations with popularity and status enhancement: The TRAILS study. Journal of Early Adolescence, 30, 773802.CrossRefGoogle Scholar
Edwards, A. C., Joinson, C., Dick, D. M., Kendler, K. S., Macleod, J., Munafò, M., et al. (2014). The association between depressive symptoms from early to late adolescence and later use and harmful use of alcohol. European Child & Adolescent Psychiatry, 23, 12191230.CrossRefGoogle ScholarPubMed
Epstein, N. B., Baldwin, L. M., & Bishop, D. S. (1983). The McMaster family assessment device. Journal of Marital and Family Therapy, 9, 171180.CrossRefGoogle 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, 209233.CrossRefGoogle Scholar
Espelage, D. L. (2014). Ecological theory: Preventing youth bullying, aggression, and victimization. Theory into Practice, 53, 257264.CrossRefGoogle Scholar
Espelage, D. L., Bosworth, K., & Simon, T. R. (2001). Short-term stability and prospective correlates of bullying in middle-school students: An examination of potential demographic, psychosocial, and environmental influences. Violence and Victims, 16, 411426.CrossRefGoogle ScholarPubMed
Espelage, D. L., Low, S., Rao, M. A., Hong, J. S., & Little, T. D. (2014). Family violence, bullying, fighting, and substance use among adolescents: A longitudinal mediational model. Journal of Research on Adolescence, 24, 337349.CrossRefGoogle Scholar
Espelage, D. L., Mebane, S. E., & Swearer, S. M. (2004). Gender differences in bullying: Moving beyond mean level differences. In Espelage, D. L. & Swearer, S. M. (Eds.), Bullying in American schools: A social-ecological perspective on prevention and intervention (pp. 1535). Mahwah, NJ: Erlbaum.CrossRefGoogle Scholar
Falb, K. L., McCauley, H. L., Decker, M. R., Gupta, J., Raj, A., & Silverman, J. G. (2011). School bullying perpetration and other childhood risk factors as predictors of adult intimate partner violence perpetration. Archives of Pediatrics & Adolescent Medicine, 165, 890894.CrossRefGoogle ScholarPubMed
Farmer, T. W., Petrin, R. A., Robertson, D. L., Fraser, M. W., Hall, C. M., Day, S. H., et al. (2010). Peer relations of bullies, bully-victims, and victims: The two social worlds of bullying in second-grade classrooms. Elementary School Journal, 110, 364392.CrossRefGoogle Scholar
Fekkes, M., Pijpers, F. I., & Verloove-Vanhorick, S. P. (2005). Bullying: Who does what, when and where? Involvement of children, teachers and parents in bullying behavior. Health Education Research, 20, 8191.CrossRefGoogle ScholarPubMed
Fergusson, D. M., Boden, J. M., & Horwood, L. J. (2014). Bullying in childhood, externalizing behaviors, and adult offending: Evidence from a 30-year study. Journal of School Violence, 13, 146164.CrossRefGoogle Scholar
Ganzeboom, H. B., & Treiman, D. J. (1996). Internationally comparable measures of occupational status for the 1988 International Standard Classification of Occupations. Social Science Research, 25, 201239.CrossRefGoogle Scholar
Gini, G., & Pozzoli, T. (2006). The role of masculinity in children's bullying. Sex Roles, 54, 585588.CrossRefGoogle Scholar
Gresham, F. M., & Elliott, S. N. (1990). Social Skills Rating System: Manual. Circle Pines, MN: American Guidance Service.Google Scholar
Haltigan, J. D., & Vaillancourt, T. (2014). Joint trajectories of bullying and peer victimization across elementary and middle school and associations with symptoms of psychopathology. Developmental Psychology, 50, 24262436.CrossRefGoogle ScholarPubMed
Hancock, G. R., & Buehl, M. M. (2008). Second-order latent growth models with shifting indicators. Journal of Modern Applied Statistical Methods, 7, 3955.CrossRefGoogle Scholar
Hanish, L. D., Eisenberg, N., Fabes, R. A., Spinrad, T. L., Ryan, P., & Schmidt, S. (2004). The expression and regulation of negative emotions: Risk factors for young children's peer victimization. Development and Psychopathology, 16, 335353.CrossRefGoogle ScholarPubMed
Haynie, D. L., Nansel, T., Eitel, P., Crump, A. D., Saylor, K., Yu, K., et al. (2001). Bullies, victims, and bully/victims: Distinct groups of at-risk youth. Journal of Early Adolescence, 21, 2949.CrossRefGoogle Scholar
Hemphill, S. A., Kotevski, A., Tollit, M., Smith, R., Herrenkohl, T. I., Toumbourou, J. W., et al. (2012). Longitudinal predictors of cyber and traditional bullying perpetration in Australian secondary school students. Journal of Adolescent Health, 51, 5965.CrossRefGoogle ScholarPubMed
Hodges, E. V., Malone, M. J., & Perry, D. G. (1997). Individual risk and social risk as interacting determinants of victimization in the peer group. Developmental Psychology, 33, 10321039.CrossRefGoogle ScholarPubMed
Hooper, D., Coughlan, J., & Mullen, M. (2008). Structural equation modelling: Guidelines for determining model fit. Electronic Journal of Business Research Methods, 6, 5360.Google Scholar
Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6, 155.CrossRefGoogle Scholar
Huang, F. L., & Cornell, D. G. (2015). Question order affects the measurement of bullying victimization among middle school students. Educational and Psychological Measurement. Advance online publication. http://doi.org/0013164415622664 Google Scholar
Huisman, M., Oldehinkel, A. J., Winter, A. D., Minderaa, R. B., Bildt, A. D., Huizink, A. C., et al. (2008). Cohort profile: The Dutch “Tracking Adolescents” Individual Lives’ Survey; TRAILS. International Journal of Epidemiology, 37, 12271235.CrossRefGoogle ScholarPubMed
Hunter, S. C., Durkin, K., Heim, D., Howe, C., & Bergin, D. (2010). Psychosocial mediators and moderators of the effect of peer-victimization upon depressive symptomatology. Journal of Child Psychology and Psychiatry, 51, 11411149.CrossRefGoogle ScholarPubMed
Jackson, C. L., Hanson, R. F., Amstadter, A. B., Saunders, B. E., & Kilpatrick, D. G. (2012). The longitudinal relation between peer violent victimization and delinquency: Results from a national representative sample of U.S. adolescents. Journal of Interpersonal Violence, 28, 15961616.CrossRefGoogle ScholarPubMed
Juvonen, J., & Graham, S. (2014). Bullying in schools: The power of bullies and the plight of victims. Annual Review of Psychology, 65, 159185.CrossRefGoogle ScholarPubMed
Kim, Y. S., Leventhal, B. L., Koh, Y.-J., Hubbard, A., & Boyce, W. T. (2006). School bullying and youth violence: Causes or consequences of psychopathologic behavior? Archives of General Psychiatry, 63, 10351041.CrossRefGoogle ScholarPubMed
Klomek, A. B., Kleinman, M., Altschuler, E., Marrocco, F., Amakawa, L., & Gould, M. S. (2013). Suicidal adolescents’ experiences with bullying perpetration and victimization during high school as risk factors for later depression and suicidality. Journal of Adolescent Health, 53, S37S42.CrossRefGoogle ScholarPubMed
Klomek, A. B., Sourander, A., Kumpulainen, K., Piha, J., Tamminen, T., Moilanen, I., et al. (2008). Childhood bullying as a risk for later depression and suicidal ideation among Finnish males. Journal of Affective Disorders, 109, 4755.CrossRefGoogle ScholarPubMed
Kretschmer, T., Barker, E. D., Dijkstra, J. K., Oldehinkel, A. J., & Veenstra, R. (2014). Multifinality of peer victimization: Maladjustment patterns and transitions from early to mid-adolescence. European Child & Adolescent Psychiatry, 24, 11691179.CrossRefGoogle ScholarPubMed
Moore, S. E., Norman, R. E., Sly, P. D., Whitehouse, A. J., Zubrick, S. R., & Scott, J. (2014). Adolescent peer aggression and its association with mental health and substance use in an Australian cohort. Journal of Adolescence, 37, 1121.CrossRefGoogle Scholar
Muthén, L. K., & Muthén, B. (2010). Growth modeling with latent variable using Mplus: Advanced growth models, survival analysis, and missing data. Retrieved from https://www.statmodel.com/download/Topic4-v.pdf Google Scholar
Nederhof, E., Jorg, F., Raven, D., Veenstra, R., Verhulst, F. C., Ormel, J., et al. (2012). Benefits of extensive recruitment effort persist during follow-ups and are consistent across age group and survey method: The TRAILS study. BMC Medical Research Methodology, 12, 93108.CrossRefGoogle ScholarPubMed
Niemelä, S., Brunstein-Klomek, A., Sillanmäki, L., Helenius, H., Piha, J., Kumpulainen, K., et al. (2011). Childhood bullying behaviors at age eight and substance use at age 18 among males: A nationwide prospective study. Addictive Behaviors, 36, 256260.CrossRefGoogle Scholar
Oldehinkel, A. J., Rosmalen, J. G., Buitelaar, J. K., Hoek, H. W., Ormel, J., Raven, D., et al. (2015). Cohort profile update: The Tracking Adolescents’ Individual Lives Survey (TRAILS). International Journal of Epidemiology, 44, 7676n.CrossRefGoogle ScholarPubMed
Olweus, D. (1996). Bullying at school: Knowledge base and an effective intervention program. Annals of the New York Academy of Sciences, 794, 265276.CrossRefGoogle Scholar
Ormel, J., Oldehinkel, A. J., Sijtsema, J., van Oort, F., Raven, D., Veenstra, R., et al. (2012). The Tracking Adolescents’ Individual Lives Survey (TRAILS): Design, current status, and selected findings. Journal of the American Academy of Child & Adolescent Psychiatry, 51, 10201036.CrossRefGoogle ScholarPubMed
Perren, S., Ettekal, I., & Ladd, G. (2013). The impact of peer victimization on later maladjustment: Mediating and moderating effects of hostile and self-blaming attributions. Journal of Child Psychology and Psychiatry, 54, 4655.CrossRefGoogle ScholarPubMed
Raczynski, K. A. (2012). Performance of second-order latent growth curve models with shifting indicators: A Monte Carlo study. Unpublished manuscript, University of Georgia.Google Scholar
Reijntjes, A., Kamphuis, J. H., Prinzie, P., & Telch, M. J. (2010). Peer victimization and internalizing problems in children: A meta-analysis of longitudinal studies. Child Abuse & Neglect, 34, 244252.CrossRefGoogle ScholarPubMed
Reijntjes, A., Vermande, M., Goossens, F. A., Olthof, T., van de Schoot, R., Aleva, L., et al. (2013). Developmental trajectories of bullying and social dominance in youth. Child Abuse & Neglect, 37, 224234.CrossRefGoogle ScholarPubMed
Ringrose, J., & Renold, E. (2010). Normative cruelties and gender deviants: The performative effects of bully discourses for girls and boys in school. British Educational Research Journal, 36, 573596.CrossRefGoogle Scholar
Rodkin, P. C., Espelage, D. L., & Hanish, L. D. (2015). A relational framework for understanding bullying. American Psychologist, 70, 311321.CrossRefGoogle ScholarPubMed
Saunders, J. B., Aasland, O. G., Babor, T. F., Fuente, J. R., & Grant, M. (1993). Development of the Alcohol Use Disorders Identification Test (AUDIT): WHO collaborative project on early detection of persons with harmful alcohol consumption—II. Addiction, 88, 791804.CrossRefGoogle ScholarPubMed
Sawyer, A. L., Bradshaw, C. P., & O'Brennan, L. M. (2008). Examining ethnic, gender, and developmental differences in the way children report being a victim of “bullying” on self-report measures. Journal of Adolescent Health, 43, 106114.CrossRefGoogle ScholarPubMed
Sentse, M., Kretschmer, T., & Salmivalli, C. (2015). The longitudinal interplay between bullying, victimization, and social status: Age-related and gender differences. Social Development, 24, 659677.CrossRefGoogle Scholar
Shapero, B. G., Hamilton, J. L., Liu, R. T., Abramson, L. Y., & Alloy, L. B. (2013). Internalizing symptoms and rumination: The prospective prediction of familial and peer emotional victimization experiences during adolescence. Journal of Adolescence, 36, 10671076.CrossRefGoogle ScholarPubMed
Shields, A., & Cicchetti, D. (2001). Parental maltreatment and emotion dysregulation as risk factors for bullying and victimization in middle childhood. Journal of Clinical Child Psychology, 30, 349363.CrossRefGoogle ScholarPubMed
Skapinakis, P., Bellos, S., Gkatsa, T., Magklara, K., Lewis, G., Araya, R., et al. (2011). The association between bullying and early stages of suicidal ideation in late adolescents in Greece. BMC Psychiatry, 11, 1122.CrossRefGoogle ScholarPubMed
Solberg, M. E., & Olweus, D. (2003). Prevalence estimation of school bullying with the Olweus Bully/Victim Questionnaire. Aggressive Behavior, 29, 239268.CrossRefGoogle Scholar
Sourander, A., Klomek, A. B., Kumpulainen, K., Puustjärvi, A., Elonheimo, H., Ristkari, T., et al. (2011). Bullying at age eight and criminality in adulthood: Findings from the Finnish Nationwide 1981 Birth Cohort Study. Social Psychiatry and Psychiatric Epidemiology, 46, 12111219.CrossRefGoogle ScholarPubMed
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, 283293.CrossRefGoogle ScholarPubMed
Sterba, S. K., & Bauer, D. J. (2010). Matching method with theory in person-oriented developmental psychopathology research. Development and Psychopathology, 22, 239254.CrossRefGoogle ScholarPubMed
Thomas, H. J., Connor, J. P., & Scott, J. G. (2014). Integrating traditional bullying and cyberbullying: Challenges of definition and measurement in adolescents—A review. Educational Psychology Review, 27, 135152.CrossRefGoogle Scholar
Ttofi, M. M., Farrington, D. P., Lösel, F., Farrington, D. P., Loeber, R., Stallings, R., et al. (2011). Bullying perpetration and victimization as predictors of delinquency and depression in the Pittsburgh Youth Study. Journal of Aggression, Conflict and Peace Research, 3, 7481.Google Scholar
Veenstra, R., Lindenberg, S., Oldehinkel, A. J., Winter, A. F. D., Verhulst, F. C., & Ormel, J. (2005). Bullying and victimization in elementary schools: A comparison of bullies, victims, bully/victims, and uninvolved preadolescents. Developmental Psychology, 41, 672682.CrossRefGoogle Scholar
Wang, J., Iannotti, R. J., & Nansel, T. R. (2009). School bullying among adolescents in the United States: Physical, verbal, relational, and cyber. Journal of Adolescent Health, 45, 368375.CrossRefGoogle ScholarPubMed
Winsper, C., Lereya, T., Zanarini, M., & Wolke, D. (2012). Involvement in bullying and suicide-related behavior at 11 years: A prospective birth cohort study. Journal of the American Academy of Child & Adolescent Psychiatry, 51, 271282.CrossRefGoogle Scholar