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Developmental Trajectories of Aggressive and Non-Aggressive Conduct Problems

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Abstract

Modeling the heterogeneous trajectories along which antisocial behaviordevelops in childhood and adolescence may contribute in important waysto understanding antecedents of offending in adult life. This paperexamines the development of aggressive and non-aggressive conduct problemsin the Great Smoky Mountains Study of Youth, a longitudinal study in thesoutheastern United States. Aggressive and non-aggressive conduct problemsof clinical severity, police contact and arrest, and family andenvironmental correlates were assessed in four annual interviews for789 boys and 630 girls aged 9–13 at first interview. The bestfitting latent class model identified three developmental trajectories:stable low problem levels, stable high problem levels, and declining levelsof conduct problems, for both aggressive and non-aggressive behaviors. Boyswere over-represented in the stable high trajectory class on the aggressivetrajectory, but sex differences in non-aggressive trajectories were lessmarked. The overlap between aggressive and non-aggressive trajectory classeswas quite limited. Both classifications showed strong associations withrisks of police contact and arrest in early adolescence, and with measuresof family adversity. The results are discussed in relation to developmentalmodels of conduct disorder and delinquency.

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REFERENCES

  • Achenbach, T. M., and Edelbrock, C. (1983). Manual for the Child Behavior Checklist and Child Behavior Profile, University of Vermont, Burlington, VI.

    Google Scholar 

  • Achenbach, T. M., Conners, C. K., Quay, H. C., Verhulst, F. C., and Howell, C. T. (1989). Replication of empirically derived syndromes as a basis for taxonomy of childyadolescent psychopathology. J. Ab. Child Psychol. 17: 299–323.

    Google Scholar 

  • American Psychiatric Association (1994). Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition, American Psychiatric Association, Washington, DC.

    Google Scholar 

  • Angold, A., Prendergast, M., Cox, A., Harrington, R., Simonoff, E., and Rutter, M. (1995). The Child and Adolescent Psychiatric Assessment (CAPA). Psychol. Med. 25: 739–753.

    Google Scholar 

  • Angold, A., and Costello, E. J. (1995). A test-retest reliability study of child-reported psychiatric symptoms and diagnoses using the Child and Adolescent Psychiatric Assessment (CAPA-C). Psychol. Med. 25: 755–762.

    Google Scholar 

  • Bergman, L. R., and Magnusson, D. (1997). A person-oriented approach in research on development psychopathology. Devel. Psychopathol., 9: 291–319.

    Google Scholar 

  • Block, J. (1971). Lives Through Time, Bancroft, CA.

  • Blumstein, A., Cohen, J., Roth, J. A., and Visher, C. A. (eds.). (1986). Criminal Careers and Career Criminals, National Academy Press, Washington, DC.

    Google Scholar 

  • Costello, E. J., Angold, A., Burns, B. J., Stangl, D. K., Tweed, D. L., Erkanli, A., and Worthman, C. M. (1996). The Great Smoky Mountains Study of Youth: Goals, design, methods, and the prevalence of DSM-III-R disorders. Archives of General Psychiatry 53: 1129–1136.

    Google Scholar 

  • Davies, R., and Pickles, A. (1987). A joint trip timing store-type choice model for grocery shopping, including inventory effects and non-parametric control for omitted controls. Transportat. Res. 21A: 345–361.

    Google Scholar 

  • DeGroot, A., Koot, H. M., and Verhulst, F. C. (1994). Cross-cultural generalizability of the Child Behavior Checklist cross-informant. Psychol. Assess. 6: 225–230.

    Google Scholar 

  • D'Unger, A. V., Land, K. C., McCall, P. L., and Nagin, D. S. (1998). How many latent classes of delinquentycriminal careers? Results from mixed Poisson regression analyses. Am. J. Sociol. 103(6): 1593–1630.

    Google Scholar 

  • Farrington, D. P. (1995). The Twelfth Jack Tizard Memorial Lecture. The development of offending and antisocial behavior from childhood: Key findings from the Cambridge Study in Delinquent Development. J. Child Psychol. Psychiat. 36(6): 929–965.

    Google Scholar 

  • Frick, P. J., Lahey, B. B., Loeber, R., Tannenbaum, L., Van Horn, Y., and Christ, M. A. G. (1993). Oppositional defiant and conduct disorder: I. Meta-analytic review of factor analyses. Clin. Psychol. Rev. 13: 319–340.

    Google Scholar 

  • Gottfredson, M. R., and Hirschi, T. (1990). A General Theory of Crime. Stanford University Press, Stanford, CA.

    Google Scholar 

  • Jessor, R., and Jessor, S. L. (1977). Problem Behavior and Psychosocial Development. Cambridge University Press, New York.

    Google Scholar 

  • Keenan, K., and Shaw, D. (1997). Developmental and social influences on young girls-early problem behavior. Psychol. Bull. 121: 95–113.

    Google Scholar 

  • Loeber, R., DeLamatre, M. S., Keenan, K., and Zhang, Q. (1998). A prospective replication of developmental pathways in disruptive and delinquent behavior. In Cairns, R. B., Bergman, L. R., and Kagan, J. (eds.), Methods and Models for Studying the Individual, Sage Publications, Thousand Oaks, CA, pp. 185–216.

    Google Scholar 

  • Loeber, R., and Hay, D. F. (1994). Developmental approaches to aggression and conduct problems. In Rutter, M., and Hay, D. F. (eds.), Development Through Life: A Handbook for Clinicians, Blackwell Scientific Publications, Oxford, pp. 488–516.

    Google Scholar 

  • Loeber, R., Keenan, K., and Zhang, Q. (1997). Boy's experimentation and persistence in developmental pathways toward serious delinquency. J. Child Family Stud. 6: 321–357.

    Google Scholar 

  • Loeber, R., Wung, P., Keenan, K., Giroux, B., Stouthamer-Loeber, M., Van Kammen, W. B., and Maughan, B. (1993). Developmental pathways in disruptive child behavior. Dev. Psychopath. 5: 103–133.

    Google Scholar 

  • Magnusson, D., and Bergman, L. (1988). Individual and variable-based approaches to longitudinal research on early risk factors. In Rutter, M. (ed.), Studies of Psychological Risk: The Power of Longitudinal Data, Cambridge University Press, Cambridge, UK, pp. 45–61.

    Google Scholar 

  • Magnusson, D., and Bergman, L. (1990). A pattern approach to the study of pathways from childhood to adulthood. In Robins, L. N., and Rutter, M. (eds.), Straight and Devious Pathways from Childhood to Adulthood, Cambridge University Press, Cambridge, UK, pp. 101–115.

    Google Scholar 

  • Magnusson, D. (1998). The logic and implications of a person-orientated approach. In Cairns, R. B., Bergman, L. R., and Kagan, J. (eds.), Methods and Models for Studying the Individual, Sage Publications, Thousand Oaks, CA, pp. 33–63.

    Google Scholar 

  • Maughan, B., and Rutter, M. (1998). Continuities and discontinuities in antisocial behavior from childhood to adult life. in Ollendick, T. H., and Prinz, R. J. (eds.), Advances in Clinical Child Psychology, Vol. 20, Plenum, New York, pp. 1–47.

    Google Scholar 

  • McCord, J. (1979). Some child-rearing antecedents of criminal behavior in adult men. J. Personal. Soc. Psychol. 37: 1477–1486.

    Google Scholar 

  • McCord, J., and Ensminger, M. E. (1997). Multiple risks and comorbidity in an African-American population. Crim. Behav. Mental Health 7: 339-352.

    Google Scholar 

  • Moffitt, T. E. (1993). Adolescence-limited and life-course persistent antisocial behavior: A developmental taxonomy. Psychol. Rev. 100(4): 674–701.

    Google Scholar 

  • Moffitt, T. E., Caspi, A., Dickson, N., Silva, P., and Stanton, W. (1996). Childhood-onset vs. adolescent-onset antisocial conduct problems in males: Natural history from ages 3-18 years. Dev. Psychopath. 8: 399–424.

    Google Scholar 

  • Nagin, D. S., Farrington, D. P., and Moffitt, T. E. (1995). Life-course trajectories of different types of offenders. Criminology 33: 111–139.

    Google Scholar 

  • Nagin, D. S., and Land, K. C. (1993). Age, criminal careers, and population heterogeneity: Specification and estimation of a nonparametric, mixed Poisson model. Criminology 31: 327–362.

    Google Scholar 

  • Nagin, D., and Tremblay, R. E. (1999). Trajectories of boys' physical aggression, opposition, and hyperactivity on the path to physically violent and nonviolent juvenile delinquency. Child Dev. 70: 1181–1196.

    Google Scholar 

  • Patterson, G. R., Forgatch, M. S., Yoerger, K. L., and Stoolmiller, M. (1998). Variables that initiate and maintain an early-onset trajectory for juvenile offending. Dev. Psychopath. 10(3): 531–547.

    Google Scholar 

  • Patterson, G. R., and Yoerger, K. (1993). Developmental models for delinquent behavior. In Hodgins, S. (ed.), Mental Disorder and Crime, Sage, Newbury Park, CA, pp. 140–172.

    Google Scholar 

  • Rabe-Hesketh, S., Pickles, A., and Taylor, C. (2000). Generalized linear latent and mixed models. Stata Tech. Bull.

  • Robins, L. N. (1966). Deviant Children Grown Up: A Sociological and Psychiatric Study of Sociopathic Personality, Williams and Wilkins, Baltimore, MD.

    Google Scholar 

  • Rubin, D. B. (1976). Inference and missing data. Biometrika 63: 581–592.

    Google Scholar 

  • Rutter, M., Giller, H., and Hagell, A. (1998). Antisocial Behavior by Young People, Cambridge University Press, New York.

    Google Scholar 

  • Sampson, R., and Laub, J. (1993). Crime in the Making: Pathways and Turning Points Through Life, Harvard University Press, Cambridge, MA.

    Google Scholar 

  • Schaie, K. W. (1965). A general model for the study of developmental problems. Psychol. Bull. 64: 92–107.

    Google Scholar 

  • Silverthorn, P., and Frick, P. J. (1999). Developmental pathways to antisocial behavior: The delayed-onset pathway in girls. Dev. Psychopath. 11: 101–126.

    Google Scholar 

  • StataCorp. (1999). Stata Statistical Software: Release 6.0, Stata Corporation, College Station, TX.

    Google Scholar 

  • Tolan, P. H., and Gorman-Smith, D. (1998). Development of serious and violent offending careers. In Loeber, R., and Farrington, D. P. (eds.). Serious and Violent Juvenile Offenders, Sage Publications, Thousand Oaks, CA, pp. 68–86.

    Google Scholar 

  • Zahn-Waxler, C. (1993). Warriors and worriers: Gender and psychopathology. Dev. Psychopath. 5: 79–89.

    Google Scholar 

  • Zoccolillo, M. (1993). Gender and the development of conduct disorder. Dev. Psychopath. 5: 65–78.

    Google Scholar 

Download references

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Maughan, B., Pickles, A., Rowe, R. et al. Developmental Trajectories of Aggressive and Non-Aggressive Conduct Problems. Journal of Quantitative Criminology 16, 199–221 (2000). https://doi.org/10.1023/A:1007516622688

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