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Dual Trajectories of Reactive and Proactive Aggression from Mid-childhood to Early Adolescence: Relations to Sensation Seeking, Risk Taking, and Moral Reasoning

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Abstract

We examined the roles of sensation seeking, risk taking, and moral reasoning in the development of reactive and proactive aggression. Data were drawn from a multiethnic, longitudinal study of children from Switzerland (N = 1571; 52 % male; assessed annually over 6 years; 7-years-old at Time 1). At all 6 time points, teachers reported children’s reactive and proactive aggression via questionnaire. Children’s sensation seeking (at Time 1) and risk taking (at Time 2) were assessed with two interactive computer tasks and their moral reasoning was assessed at Time 2 in response to four hypothetical vignettes depicting moral transgressions. Parallel process Latent Class Growth Analysis (PP-LCGA) identified six dual trajectories of reactive and proactive aggression. Children with either childhood-limited or adolescent-onset aggression showed high sensation seeking. Children with persistent, high levels of both reactive and proactive aggression across time showed high levels of sensation seeking and risk taking, as well as low levels of moral reasoning. Children with only high risk taking were more likely to display moderate levels of aggression across time. These findings highlight the shared and differential roles of sensation seeking, risk taking, and moral reasoning in the dual development of reactive and proactive aggression from mid-childhood to early adolescence. We discuss implications for common and tailored strategies to combat these aggression subtypes.

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References

  • Alsaker, F. D., & Gutzwiller-Helfenfinger, E. (2010). Social behavior and peer relationships of victims, bully-victims, and bullies in kindergarten. In S. R. Jimerson, S. M. Swearer, & D. L. Espelage (Eds.), The handbook of bullying in schools: An international perspective (pp. 87–99). Mahwah: Lawrence Erlbaum.

    Google Scholar 

  • Archer, J. (2004). Sex differences in aggression in real-world settings: a meta-analytic review. Review of General Psychology, 8, 291–322. doi:10.1037/1089-2680.8.4.291.

    Article  Google Scholar 

  • Arsenio, W. F. (2006). Happy victimization: Emotion dysregulation in the context of children’s instrumental/proactive aggression. In D. Snyder, J. Simpson, & J. Hughes (Eds.), Emotion regulation in families: Pathways to dysfunction and health (pp. 101–121). Washington DC: American Psychological Association.

    Chapter  Google Scholar 

  • Arsenio, W. F. (2010). Integrating emotion attributions, morality, and aggression: Research and theoretical foundations. In W. Arsenio & E. Lemerise (Eds.), Emotions, aggression, and morality in children: Bridging development and psychopathology (pp. 75–94). Washington DC: American Psychological Association.

    Chapter  Google Scholar 

  • Arsenio, W. F. (2014). Moral emotion attributions and aggression. In M. Killen & J. G. Smetana (Eds.), Handbook of moral development (pp. 235–256). New York: Psychology.

    Google Scholar 

  • Arsenio, W. F., Adams, E., & Gold, J. (2009). Social information processing, moral reasoning, and emotion attributions: relations with adolescents' reactive and proactive aggression. Child Development, 80, 1739–1755. doi:10.1111/j.1467-8624.2009.01365.x.

    Article  PubMed  Google Scholar 

  • Barker, E. D., Tremblay, R. E., Nagin, D. S., Vitaro, F., & Lacourse, E. (2006). Development of male proactive and reactive physical aggression during adolescence. Journal of Child Psychology and Psychiatry, 47, 783–790. doi:10.1111/j.1469-7610.2005.01585.x.

    Article  PubMed  Google Scholar 

  • Barker, E. D., Vitaro, F., Lacourse, E., Fontaine, N. M., Carbonneau, R., & Tremblay, R. E. (2010). Testing the developmental distinctiveness of male proactive and reactive aggression with a nested longitudinal experimental intervention. Aggressive Behavior, 36, 127–140. doi:10.1002/ab.20337.

    Article  PubMed  Google Scholar 

  • Blair, R. J. R. (2011). Moral judgment and psychopathy. Emotion Review, 3, 296–298. doi:10.1177/1754073911406297.

    Article  Google Scholar 

  • Bongers, I. L., Koot, H. M., van der Ende, J., & Verhulst, F. C. (2004). Developmental trajectories of externalizing behaviors in childhood and adolescence. Child Development, 75, 1523–1537. doi:10.1111/j.1467-8624.2004.00755.x.

    Article  PubMed  Google Scholar 

  • Card, N. A., & Little, T. D. (2006). Proactive and reactive aggression in childhood and adolescence: a meta-analysis of differential relations with psychosocial adjustment. International Journal of Behavioral Development, 30, 466–480. doi:10.1177/0165025406071904.

    Article  Google Scholar 

  • De Los Reyes, A., & Kazdin, A. E. (2005). Informant discrepancies in the assessment of childhood psychopathology: a critical review, theoretical framework, and recommendations for further study. Psychological Bulletin, 131, 483–509. doi:10.1037/0033-2909.131.4.483.

    Article  PubMed  Google Scholar 

  • Dodge, K. A., Coie, J. D., & Lynam, D. (2006). Aggression and antisocial behavior in youth. In N. Eisenberg (Vol. Ed.) & D. William & R. M. Lerner (Eds.), Handbook of child psychology: Vol. 3. Social, emotional, and personality development (6th ed., pp. 719–788). Hoboken, NJ: Wiley.

  • Dodge, K. A., Pettit, G. S., & Bates, J. E. (1994). Socialization mediators of the relation between socioeconomic status and child conduct problems. Child Development, 65, 649–665. doi:10.2307/1131407.

    Article  PubMed  Google Scholar 

  • Eisenberg, N. (2000). Emotion, regulation, and moral development. Annual Review of Psychology, 51, 665–697. doi:10.1146/annurev.psych.51.1.665.

    Article  PubMed  Google Scholar 

  • Eisenberg, N., Smith, C. L., & Spinrad, T. L. (2011). Effortful control: Relations with emotion regulation, adjustments, and socialization in childhood. In R. F. Baumeister & K. D. Vohs (Eds.), Handbook of self-regulation: Research, theory, and applications (2nd ed., pp. 263–283). New York: Guilford Press.

    Google Scholar 

  • Eisner, M. P., & Malti, T. (2015). Aggressive and violent behavior. In M. E. Lamb (Vol. Ed.) & R. M. Lerner (Series Ed.), Handbook of child psychology and developmental science, Vol. 3: Social, emotional and personality development (7th ed., pp. 795–884). New York: Wiley.

  • Eisner, M. P., Malti, T., & Ribeaud, D. (2011). Large-scale criminological field experiments: The Zurich project on the social development of children. In D. Gadd, S. Karstedt, & S. Messner (Eds.), The SAGE handbook of criminological research methods (pp. 410–424). London: Sage.

    Google Scholar 

  • Eisner, M. P., & Ribeaud, D. (2007). Conducting a criminological survey in a culturally diverse context lessons from the Zurich project on the social development of children. European Journal of Criminology, 4, 271–298. doi:10.1177/1477370807077183.

    Article  Google Scholar 

  • Elias, P., & Birch, M. (1994). Establishment of community-wide occupational statistics: ISCO 88 (COM)-a guide for users. University of Warwick, Institute of Employment Research.

  • Fite, P. J., Colder, C. R., Lochman, J. E., & Wells, K. C. (2008). Developmental trajectories of proactive and reactive aggression from fifth to ninth grade. Journal of Clinical Child and Adolescent Psychology, 37, 412–421. doi:10.1080/15374410801955920.

    Article  PubMed  Google Scholar 

  • Fite, P. J., Rubens, S. L., Preddy, T. M., Raine, A., & Pardini, D. A. (2014). Reactive/proactive aggression and the development of internalizing problems in males: the moderating effect of parent and peer relationships. Aggressive Behavior, 40, 69–78. doi:10.1002/ab.21498.

    Article  PubMed  Google Scholar 

  • Ganzeboom, H. B. G., Degraaf, P. M., Treiman, D. J., & Deleeuw, J. (1992). A standard international socio-economic index of occupational status. Social Science Research, 21, 1–56. doi:10.1016/0049-089X(92)90017-B.

    Article  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, 2426–2436. doi:10.1037/a0038030.

    Article  PubMed  Google Scholar 

  • Henry, D. B., & Metropolitan Area Child Study Research Group. (2006). Associations between peer nominations, teacher ratings, self-reports, and observations of malicious and disruptive behavior. Assessment, 13, 241–252. doi:10.1177/1073191106287668.

    Article  PubMed  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: A Multidisciplinary Journal, 6, 1–55. doi:10.1080/10705519909540118.

    Article  Google Scholar 

  • Hubbard, J. A., McAuliffe, M. D., Morrow, M. T., & Romano, L. J. (2010). Reactive and proactive aggression in childhood and adolescence: precursors, outcomes, processes, experiences, and measurement. Journal of Personality, 78, 95–118. doi:10.1111/j.1467-6494.2009.00610.x.

    Article  PubMed  Google Scholar 

  • Kimonis, E. R., Frick, P. J., Boris, N. W., Smyke, A. T., Cornell, A. H., Farrell, J. M., & Zeanah, C. H. (2006). Callous-unemotional features, behavioral inhibition, and parenting: independent predictors of aggression in a high-risk preschool sample. Journal of Child and Family Studies, 15, 741–752. doi:10.1007/s10826-006-9047-8.

    Article  Google Scholar 

  • Lejuez, C. W., Aklin, W. M., Zvolensky, M. J., & Pedulla, C. M. (2003). Evaluation of the Balloon Analogue Risk Task (BART) as a predictor of adolescent real-world risk-taking behaviours. Journal of Adolescence, 26, 475–479. doi:10.1016/S0140-1971(03)00036-8.

    Article  PubMed  Google Scholar 

  • Lejuez, C. W., Read, J. P., Kahler, C. W., Richards, J. B., Ramsey, S. E., Stuart, G. L., … Brown, R. A. (2002). Evaluation of a behavioral measure of risk taking: The Balloon Analogue Risk Task (BART), Journal of Experimental Psychology, 8, 75–84. doi:10.1037/1076-898x.8.2.75

  • 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, 1198–1202. doi:10.1080/01621459.1988.10478722.

    Article  Google Scholar 

  • Loeber, R., Green, S. M., Lahey, B. B., & Stouthamer-Loeber, M. (1991). Differences and similarities between children, mothers, and teachers as informants on disruptive child behavior. Journal of Abnormal Child Psychology, 19, 75–95. doi:10.1007/BF00910566.

    Article  PubMed  Google Scholar 

  • Malti, T., Gummerum, M., Keller, M., & Buchmann, M. (2009). Children’s moral motivation, sympathy, and prosocial behavior. Child Development, 80, 442–460. doi:10.1111/j.1467-8624.2009.01271.x.

    Article  PubMed  Google Scholar 

  • Malti, T., & Krettenauer, T. (2013). The relation of moral emotion attributions to prosocial and antisocial behavior: a meta-analysis. Child Development, 84, 397–412. doi:10.1111/j.1467-8624.2012.01851.x.

    Article  PubMed  Google Scholar 

  • Malti, T., & Ongley, S. F. (2014). The development of moral emotions and moral reasoning. In M. Killen & J. Smetana (Eds.), Handbook of moral development (2nd ed., pp. 163–183). New York: Psychology.

    Google Scholar 

  • Malti, T., Ribeaud, D., & Eisner, M. P. (2011). The effects of two universal preventive interventions to reduce children’s externalizing behavior: a cluster-randomized controlled trial. Journal of Clinical Child and Adolescent Psychology, 40, 677–692. doi:10.1080/15374416.2011.597084.

    Article  PubMed  Google Scholar 

  • Moffitt, T. E. (1993). Adolescence-limited and life-course-persistent antisocial behavior: a developmental taxonomy. Psychological Review, 100, 674–701. doi:10.1037/0033-295X.100.4.674.

    Article  PubMed  Google Scholar 

  • Moffitt, T. E. (2003). Life-course persistent and adolescence-limited antisocial behavior: A 10-year research review and a research agenda. In B. B. Lahey, T. E. Moffitt, & A. Caspi (Eds.), Causes of conduct disorder and juvenile delinquency (pp. 49–75). New York: Guilford.

    Google Scholar 

  • Murray-Close, Crick, N. R., & Galotti, K. M. (2006). Children’s moral reasoning regarding physical and relational aggression. Social Development, 15, 345–372. doi:10.1111/j.1467-9507.2006.00346.x.

    Article  Google Scholar 

  • Muthén, L. K., & Muthén, B. O. (1998–2012). Mplus user’s guide (7th ed.). Los Angeles: Muthén & Muthén.

  • Nagin, D. S. (2005). Group-based modeling of development. Cambridge: Harvard University Press.

    Book  Google Scholar 

  • Nagin, D. S., & Tremblay, R. E. (1999). Trajectories of boys’ physical aggression, opposition, and hyperactivity on the path to physically violent and nonviolent juvenile delinquency. Child Development, 70, 1181–1196. doi:10.1111/1467-8624.00086.

    Article  PubMed  Google Scholar 

  • Pang, J. S., Ang, R. P., Kom, D. M. Y., Tan, S. H., & Chiang, A. Q. M. (2013). Patterns of reactive and proactive aggression in young adolescents in Singapore. Social Development, 22, 794–812. doi:10.1111/sode.12024.

    Google Scholar 

  • Raine, A., Dodge, K., Loeber, R., Gatzke-Kopp, L., Lynam, D., Reynolds, C., . . . Liu, J. (2006). The reactive-proactive aggression questionnaire: Differential correlates of reactive and proactive aggression in adolescent boys. Aggressive Behavior, 32, 159–171. doi:10.1002/ab.20115

  • Roberti, J. W. (2004). A review of behavioral and biological correlates of sensation seeking. Journal of Research in Personality, 38, 256–279. doi:10.1016/s0092-6566(03)00067-9.

    Article  Google Scholar 

  • Romer, D. (2010). Adolescent risk taking, impulsivity, and brain development: implications for prevention. Developmental Psychobiology, 52, 263–276. doi:10.1002/dev.20442.

    PubMed  PubMed Central  Google Scholar 

  • Salmivalli, C., & Nieminen, E. (2002). Proactive and reactive aggression among school bullies, victims, and bully-victims. Aggressive Behavior, 28, 30–44. doi:10.1002/ab.90004.

    Article  Google Scholar 

  • Swaim, R. C., Henry, K. L., & Baez, N. E. (2004). Risk-taking, attitudes toward aggression, and aggressive behavior among rural middle school youth. Violence and Victims, 19, 157–170. doi:10.1891/vivi.19.2.157.64101.

    Article  PubMed  Google Scholar 

  • Tremblay, R. E. (2000). The development of agressive behaviour during childhood: what have we learned in the past century? International Journal of Behavioral Development, 24, 129–141. doi:10.1080/016502500383232.

    Article  Google Scholar 

  • Tremblay, R. E., Loeber, R., Gagnon, C., Charlebois, P., Larivée, S., & LeBlanc, M. (1991). Disruptive boys with stable and unstable high fighting behavior patterns during junior elementary school. Journal of Abnormal Child Psychology, 19, 285–300. doi:10.1007/BF00911232.

    Article  PubMed  Google Scholar 

  • Vitaro, F., & Brendgen, M. (2005). Proactive and reactive aggression: A developmental perspective. In R. E. Tremblay, W. W. Hartup, & J. Archer (Eds.), The developmental origins of physical aggression in humans (pp. 202–222). New York: Guilford.

    Google Scholar 

  • Vitaro, F., Brendgen, M., & Barker, E. D. (2006). Subtypes of aggressive behaviors: a developmental perspective. International Journal of Behavioral Development, 30, 12–19. doi:10.1177/0165025406059968.

    Article  Google Scholar 

  • Vitaro, F., Gendreau, P. L., Tremblay, R. E., & Oligny, P. (1998). Reactive and proactive aggression differentially predict later conduct problems. Journal of Child Psychology and Psychiatry, 39, 377–385. doi:10.1017/S0021963097002102.

    Article  PubMed  Google Scholar 

  • Wardenaar, K. J., Monden, R., Conradi, H. J., & de Jonge, P. (2015). Symptom-specific course trajectories and their determinants in primary care patients with major depressive disorder: evidence for two etiologically distinct prototypes. Journal of Affective Disorder, 179, 38–46. doi:10.1016/j.jad.2015.03.029.

    Article  Google Scholar 

  • Wilson, L. C., & Scarpa, A. (2011). The link between sensation seeking and aggression: a meta-analytic review. Aggressive Behavior, 37, 81–90. doi:10.1002/ab.20369.

    Article  PubMed  Google Scholar 

  • Xie, H., Drabick, D. A., & Chen, D. (2011). Developmental trajectories of aggression from late childhood through adolescence: similarities and differences across gender. Aggressive Behavior, 37, 387–404. doi:10.1002/ab.20404.

    Article  PubMed  PubMed Central  Google Scholar 

  • Zuckerman, M. (1994). Behavioral expressions and biosocial bases of sensation seeking. Cambridge: Cambridge University Press.

    Google Scholar 

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Acknowledgments

The authors would like to thank the Jacobs Foundation (currently grant number 2013-1081-1) and the Swiss National Science Foundation (currently grant number 100014_149979) for their continued financial support of the study as well as the Swiss Federal Office of Public Health, the Canton of Zürich’s Department of Education and the Swiss Federal Commission on Migration and the Julius Baer Foundation for their substantial financial support in earlier project phases. They would also like to express their sincere thanks to the youths, parents, and teachers for participating in this study. Moreover, the authors are grateful to all the fieldwork staff and students for their help in data collection and coding.

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The authors declare that they have no conflict of interest.

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Cui, L., Colasante, T., Malti, T. et al. Dual Trajectories of Reactive and Proactive Aggression from Mid-childhood to Early Adolescence: Relations to Sensation Seeking, Risk Taking, and Moral Reasoning. J Abnorm Child Psychol 44, 663–675 (2016). https://doi.org/10.1007/s10802-015-0079-7

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