Skip to main content

Advertisement

Log in

Age-of-Onset or Behavioral Sub-Types? A Prospective Comparison of Two Approaches to Characterizing the Heterogeneity within Antisocial Behavior

  • Published:
Journal of Abnormal Child Psychology Aims and scope Submit manuscript

Abstract

There are two common approaches to sub-typing the well-documented heterogeneity within antisocial behavior: age-of-onset (i.e., childhood-onset versus adolescence-onset; see Moffitt 1993) and behavioral (i.e., physical aggression versus non-aggressive rule-breaking). These approaches appear to be associated, such that aggression is more characteristic of childhood-onset antisocial behavior whereas rule-breaking is linked to both child- and adolescence-onset antisocial behavior. However, it remains unclear which approach, if either, better explains the heterogeneity within antisocial behavior. We examined this question in a prospective sample of male twins, assessed at the ages of 11, 14, 17, and 24 years. Although the age-of-onset subtypes predicted adult antisocial behavior in the expected direction when analyzed alone, this association dissipated once we controlled for aggression and rule-breaking. Such findings suggest that the behavioral sub-types of antisocial behavior may be a stronger predictor of later antisocial outcomes than is its age-of-onset.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  • Achenbach, T. M., & Rescorla, L. A. (2001). Manual for ASEBA school-age forms & profiles. Burlington: University of Vermont, Research Center for Children, Youth, & Families.

    Google Scholar 

  • Achenbach, T. M., & Rescorla, L. A. (2003). Manual for ASEBA adult forms & profiles. Burlington: University of Vermont, Research Center for Children, Youth, & Families.

    Google Scholar 

  • Achenbach, T. M., McConaughy, S. H., & Howell, C. T. (1987). Child/adolescent behavioral and emotional problems: implications of cross-informant correlations for situational specificity. Psychological Bulletin, 101, 213–232.

    Article  PubMed  Google Scholar 

  • Angold, A., Erkanli, A., Costello, E. J., & Rutter, M. (1996). Precision, reliability and accuracy in the dating of symptom onsets in child and adolescent psychopathology. Journal of Child Psychology and Psychiatry, 37, 657–663.

    Article  PubMed  Google Scholar 

  • Barker, E. D., & Maughan, B. (2009). Differentiating early-onset persistent versus childhood-limited conduct problem youth. The American Journal of Psychiatry, 166, 900–908.

    Article  PubMed  Google Scholar 

  • Barker, E. D., Seguin, J. R., White, H. R., Bates, M. E., Lacourse, E., Carbonneau, R., et al. (2007). Developmental trajectories of male physical violence and theft: relations to Neurocognitive Performance. Archives of General Psychiatry, 64, 592–599.

    Article  PubMed  Google Scholar 

  • Barker, E. D., Oliver, B. R., & Maughan, B. (2010). Co-occuring problems of early onset persistent, childhood limited, and adolescent onset conduct problem youth. Journal of Child Psychology and Psychiatry, 51, 1217–1226.

    Article  PubMed  Google Scholar 

  • Barker, E. D., van Lier, P. A. C., Vitaro, F., Nagin, D. S., Assaad, J.-M., Tremblay, R. E., et al. (2011). The neurocognition of conduct disorder behaviors: Specificity to physical aggression and theft after controlling for ADHD symptoms. Aggressive Behavior, 37, 63–72.

    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.

    Article  PubMed  Google Scholar 

  • Burt, S. A. (2009). Are there meaningful etiological differences within antisocial behavior? Results of a meta-analysis. Clinical Psychology Review, 29, 163–178.

    Article  PubMed  Google Scholar 

  • Burt, S. A., & Donnellan, M. B. (2008). Personality correlates of aggressive and non-aggressive antisocial behavior. Personality and Individual Differences, 44, 53–63.

    Article  Google Scholar 

  • Burt, S. A., & Hopwood, C. J. (2010). A comparison of two different approaches to characterizing the heterogeneity within antisocial behavior: age-of-onset versus behavioral sub-types. Journal of Personality Disorders, 24, 272–283.

    Article  PubMed  Google Scholar 

  • Burt, S. A., & Larson, C. L. (2007). Differential affective responses in those with aggressive versus non-aggressive antisocial behaviors. Personality and Individual Differences, 43, 1481–1492.

    Article  Google Scholar 

  • Burt, S. A., & Mikolajewski, A. J. (2008). Preliminary evidence that specific candidate genes are associated with adolescent antisocial behavior. Aggressive Behavior, 34, 257–265.

    Article  Google Scholar 

  • Cohen, J. (1988). Statistical power analysis for the social sciences (2nd ed.). Hillsdale, New Jersey: Lawrence Erlbuam.

    Google Scholar 

  • Cohen, J., Cohen, P., West, S. G., & Aiken, L. S. (2003). Applied multiple regression/correlation analysis for the behavioral sciences (3rd ed.). Hillsdale: Erlbaum.

    Google Scholar 

  • Côté, S. M., Vaillancourt, T., Barker, E. D., Nagin, D., & Tremblay, R. E. (2007). The joint development of physical and indirect aggression: predictors of continuity and change during childhood. Development and Psychopathology, 19, 37–55.

    Article  PubMed  Google Scholar 

  • DeMarte, J. A. (2008). The heterogeneity of antisocial behavior: Evidence for distinct dimensions of physical aggression, rule-breaking, and social aggression. Unpublished doctoral dissertation, Michigan State University, East Lansing, MI.

  • Fairchild, G., van Goozen, S. H. M., Stollery, S. J., Brown, J., Gardiner, J., Herbert, J., et al. (2008). Cortisol diurnal rhythm and stress reactivity in male adolescents with early-onset or adolescence-onset Conduct Disorder. Biological Psychiatry, 64, 599–606.

    Article  PubMed  Google Scholar 

  • Fairchild, G., van Goozen, S. H. M., Calder, A. J., Stollery, S. J., & Goodyer, I. M. (2009). Deficits in facial recognition in male adolescents with early-onset or adolescence-onset Conduct Disorder. Journal of Child Psychology and Psychiatry, 50, 627–636.

    Article  PubMed  Google Scholar 

  • Frick, P. J., Lahey, B. B., Loeber, R., Tannenbaum, L., Van Horn, Y., Christ, M. A. G., et al. (1993). Oppositional defiant disorder and conduct disorder: a meta-analytic review of factor analyses and cross-validation in a clinic sample. Clinical Psychology Review, 13, 319–340.

    Article  Google Scholar 

  • Haltigan, J. D., Roisman, G. I., Susman, E. J., Barnett-Walker, K., Monahan, K. C., & Network, T. N. I. o. C. H. a. H. D. E. C. C. R. (2011). Elevated trajectories of externalizing problems are associated with lower awakening cortisol levels in midadolescence. Developmental Psychology.

  • Hancock, M., Tapscott, J. L., & Hoaken, P. N. S. (2010). Role of executive dysfunction in predicting severity and frequency of violence. Aggressive Behavior, 36, 338–349.

    Google Scholar 

  • Henry, B., Moffitt, T. E., Caspi, A., Langley, J., & Silva, P. A. (1994). On the "remembrance of things past": a longitudinal evaluation of the retrospective method. Psychological Assessment, 6, 92–101.

    Article  Google Scholar 

  • Hopwood, C. J., Burt, S. A., Markowitz, J. C., Yen, S., Shea, M. T., Sanislow, C. A., et al. (2009). The construct validity of rule breaking and aggression in an adult clinical sample. Journal of Psychiatry Research, 43, 803–808.

    Article  Google Scholar 

  • Iacono, W. G., Carlson, S. R., Taylor, J., Elkins, I. J., & McGue, M. (1999). Behavioral disinhibition and the development of substance-use disorders: findings from the Minnesota Twin Family Study. Development & Psychopathology, 11, 869–900.

    Article  Google Scholar 

  • Kahneman, D., Paul, S., & Tversky, A. (1982). Judgment under uncertainty: Heuristics and biases. Cambridge, UK: Cambridge University Press.

    Google Scholar 

  • Krueger, R. F. (1999). Personality traits in late adolescence predict mental disorders in early adulthood: a prospective-epidemiological study. Journal of Personality, 67, 39–65.

    Article  PubMed  Google Scholar 

  • Lahey, B. B., & Waldman, E. D. (2003). A developmental propensity model of the origins of conduct problems during childhood and adolescence. In Causes of conduct disorder and juvenile delinquency (pp. 76-117). New York: The Guilford Press.

  • Lahey, B. B., Loeber, R., Quay, H. C., Frick, P. J., & Grimm, J. (1992). Oppositional defiant and conduct disorders: issues to be resolved for DSM-IV. Journal of the American Academy of Child and Adolescent Psychiatry, 31, 539–546.

    Article  PubMed  Google Scholar 

  • Lahey, B. B., Loeber, R., Quay, H. C., Applegate, B., Shaffer, D., Waldman, I., et al. (1998). Validity of DSM-IV subtypes of conduct disorder based on age of onset. Journal of the American Academy of Child and Adolescent Psychiatry, 37, 435–442.

    Article  PubMed  Google Scholar 

  • Lahey, B. B., Loeber, R., Burke, J. D., & Applegate, B. (2005). Predicting future Antisocial Personality Disorder in males from a clinical assessment in childhood. Journal of Consulting and Clinical Psychology, 73, 389–399.

    Article  PubMed  Google Scholar 

  • Loeber, R., & Schmaling, K. B. (1985). Empirical evidence for overt and covert patterns of antisocial conduct problems: a meta-analysis. Journal of Abnormal Child Psychology, 13, 337–352.

    Article  PubMed  Google Scholar 

  • Loeber, R., & Stouthamer-Loeber, M. (1998). Development of juvenile aggression and violence. American Psychologist, 53, 242–259.

    Article  PubMed  Google Scholar 

  • Lynam, D. R. (1996). Early identification of chronic offenders: who is the fledging psychopath? Psychological Bulletin, 120, 209–234.

    Article  PubMed  Google Scholar 

  • Moffitt, T. E. (1993). Adolescence-limited and life-course-persistent antisocial behavior: a developmental taxonomy. Psychological Reveiw, 100, 674–701.

    Article  Google Scholar 

  • Moffitt, T. E. (2003). Life-course persistent and adolescence-limited antisocial behavior: A research review and a research agenda. In B. Lahey, T. E. Moffitt, & A. Caspi (Eds.), The causes of conduct disorder and serious juvenile delinquency. New York: Guilford.

    Google Scholar 

  • Moffitt, T. E., Caspi, A., Dickson, N., Silva, P. A., & Stanton, W. (1996). Childhood-onset versus adolescent-onset antisocial conduct in males: natual history from ages 3 to 18. Development and Psychopathology, 8, 399–424.

    Article  Google Scholar 

  • Moffitt, T. E., Caspi, A., Harrington, H., & Milne, B. J. (2002). Males on the life-course persistent and adolescence-limited antisocial pathways: follow-up at age 26. Development and Psychopathology, 14, 179–207.

    Article  PubMed  Google Scholar 

  • Monuteaux, M. C., Fitzmaurice, G., Blacker, D., Buka, S. L., & Biederman, J. (2004). Specificity in the familial aggregation of overt and covert Conduct Diosrder symptoms in a referred Attention-Deficit Hyperactivity Disorder sample. Psychological Medicine, 34, 1113–1127.

    Article  PubMed  Google Scholar 

  • Monuteaux, M. C., Biederman, J., Doyle, A. E., Mick, E., & Faraone, S. V. (2009). Genetic risk for conduct disorder symptom subtypes in an ADHD sample: specificity to aggressive symptoms. Journal of the American Academy of Child and Adolescent Psychiatry, 48, 757–764.

    Article  PubMed  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.

    Article  PubMed  Google Scholar 

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

    Article  Google Scholar 

  • Norušis, M. J. (2007). SPSS 15.0 Advanced statistical procedures companion. Upper Saddle River: Prentice Hall Inc.

    Google Scholar 

  • Offord, D. R., & Bennett, K. J. (1994). Conduct disorder: long-term outcomes and intervention effectiveness. Journal of the American Academy of Child and Adolescent Psychiatry, 33, 1069–1078.

    Article  PubMed  Google Scholar 

  • Pardini, D. A., Lochman, J. E., & Frick, P. J. (2003). Callous/unemotional traits and social cognitive processes in adjudicated youth. Journal of the American Academy of Child and Adolescent Psychiatry, 42, 364–371.

    Article  PubMed  Google Scholar 

  • Passamonti, L., Fairchild, G., Goodyer, I. M., Hurford, G., Hagan, C. C., Rowe, J. B., et al. (2010). Neural abnormalities in early-onset and adolescence-onset Conduct Disorder. Archives of General Psychiatry, 67, 729–738.

    Article  PubMed  Google Scholar 

  • Robbers, S. C. C., Bartels, M., van Oort, F. V. A., van Beijsterveldt, C. E. M., van der Ende, J., Verhulst, F. C., et al. (2010). A twin-singleton comparison of developmental trajectories of externalizing and internalizing problems in 6- to 12-year-old children. Twin Research and Human Genetics, 13, 79–87.

    Google Scholar 

  • Reich, W. (2000). Diagnostic interview for children and adolescents (DICA). Journal of the American Academy of Child & Adolescent Psychiatry, 39, 14–15.

    Article  Google Scholar 

  • Roisman, G. I., Monahan, K. C., Campbell, S. B., Steinberg, L., Cauffman, E., & The National Institute of Child Health and Human Development Early Child Care Research Network. (2010). Is adolescence-onset antisocial behavior developmentally normative? Development and Psychopathology, 22, 295–311.

    Article  PubMed  Google Scholar 

  • Rutter, M., & Redshaw, J. (1991). Annotation: Growing up as a twin: Twin-singleton differences in psychological development. Journal of Child Psychology and Psychiatry, 32, 885–895.

    Google Scholar 

  • Spitzer, R. L., Williams, J. B. W., Gibbon, M., & First, M. B. (1987). Structured clinical interview for DSM-III-R personality disorders. New York: New York State Psychiatric Institute, Biometrics Research Division.

    Google Scholar 

  • Stranger, C., Achenbach, T. A., & Verhulst, F. C. (1997). Accelerated longitudinal comparisons of aggressive versus delinquent syndromes. Development and Psychopathology, 9, 43–58.

    Google Scholar 

  • Tackett, J. L., Krueger, R. F., Sawyer, M. G., & Graetz, B. W. (2003). Subfactors of DSM-IV conduct disorder: evidence and connections with syndromes from the child behavior checklist. Journal of Abnormal Child Psychology, 31(6), 647–654.

    Article  PubMed  Google Scholar 

  • Tackett, J. L., Krueger, R. F., Iacono, W. G., & McGue, M. (2005). Symptom-based subfactors of DSM-defined conduct disorder: evidence for etiologic distinctions. Journal of Abnormal Psychology, 114, 483–487.

    Article  PubMed  Google Scholar 

  • Tremblay, R. E. (2003). Why socialization fails: The case of chronic physical aggression. In B. Lahey, T. E. Moffitt, & A. Caspi (Eds.), The causes of conduct disorder and serious juvenile delinquency. New York: Guilford.

    Google Scholar 

  • Tremblay, R. E. (2010). Developmental origins of disruptive behaviour problems: the ‘original sin’ hypothesis, epigenetics and their consequences for prevention. Journal of Child Psychology and Psychiatry, 51, 341–367.

    Article  PubMed  Google Scholar 

  • van Domburgh, L., Loeber, R., Bezemer, D., Stallings, R., & Stouthamer-Loeber, M. (2009). Childhood predictors of desistence and level of persistence in offending in early onset offenders. Journal of Abnormal Child Psychology, 37, 967–980.

    Article  PubMed  Google Scholar 

  • Walters, G. D. (2010). The latent structure of life-course persistent antisocial bheavior: is Moffitt's developmental taxonomy a true taxonomy? Journal of Consulting and Clinical Psychology.

  • Welner, Z., Reich, W., Herjanic, B., Jung, K., & Amado, H. (1987). Reliability, validity, and parent-child agreement studies of the Diagnostic Interview for Children and Adolescents (DICA). Journal of the American Academy of Child & Adolescent Psychiatry, 26, 649–653.

    Article  Google Scholar 

  • White, H. R., Bates, M. E., & Buyske, S. (2001). Adolescence-limited versus persistent delinqeuncy: extending Moffitt's hypothesis into adulthood. Journal of Abnormal Psychology, 110, 600–609.

    Article  PubMed  Google Scholar 

Download references

Acknowledgements

This research was funded by USPHS Grants # DA05147. None of the authors had any financial interest in the outcome of this study. The lead author had full access to all of the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to S. Alexandra Burt.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Burt, S.A., Donnellan, M.B., Iacono, W.G. et al. Age-of-Onset or Behavioral Sub-Types? A Prospective Comparison of Two Approaches to Characterizing the Heterogeneity within Antisocial Behavior. J Abnorm Child Psychol 39, 633–644 (2011). https://doi.org/10.1007/s10802-011-9491-9

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10802-011-9491-9

Keywords

Navigation