Skip to main content
Log in

The comorbidities of adolescent problem behaviors: A latent class model

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

Abstract

The correlations and comorbidities of a series of adolescent problem behaviors were studied in a sample of 739 New Zealand 15-year-olds. This analysis revealed the presence of strong comorbidities between different problem behaviors. The data were modeled using methods of unrestricted latent class analysis and this suggested that the best fitting model to describe the data was one which assumed that adolescent problem behaviors were described by four general classes of children. While the same general four-class model applied to males and females, there were marked gender differences in the rates of problems. Specifically, the predominant problem behaviors in females were those relating to an accelerated transition to adulthood marked by early sexual activity, alcohol abuse, and cannabis use whereas the predominant problems for boys were related to antisocial and law-breaking behaviors. Rates of children with no problems (85%) and with multiple problems (3%) were similar for boys and girls.

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

  • American Psychiatric Association (1987).Diagnostic and statistical manual of mental disorders (3rd ed., rev.). Washington, DC: author.

    Google Scholar 

  • Bergman, L., & Magnusson, D. (1991). Stability and change in patterns of extrinsic adjustment problems. In D. Magnusson, L. Bergman, G. Rudinger, & B. Torestad (Eds.),Problems and methods in longitudinal research: Stability and change (pp. 323–346). Cambridge, England: Cambridge University Press.

    Google Scholar 

  • Bird, H. R., Gould, M. S., & Staghezza, B. (1992). Aggregating data from multiple informants in child psychiatry epidemiological research.Journal of the American Academy of Child and Adolescent Psychiatry, 31, 78–85.

    Google Scholar 

  • Costello, A., Edelbrock, C., Kalas, R., Kessler, M., & Klaric, S. A. (1982).Diagnostic Interview Schedule for Children (DISC) (Contract No. RFP-DB-81-0027). Bethesda, MD: National Institute of Mental Health.

    Google Scholar 

  • Donovan, J. E., & Jessor, R. (1985). Structure of problem behavior in adolescence and young adulthood.Journal of Consulting and Clinical Psychology, 53, 890–904.

    Google Scholar 

  • Donovan, J. E., Jessor, R., & Costa, F. M. (1988). Syndrome of problem behavior in adolescence: A replication.Journal of Consulting and Clinical Psychology, 56, 762–765.

    Google Scholar 

  • Elliot, D. S., Huizinga, D., & Menard, S. (1989).Multiple problem youth: Delinquency, substance use and mental health problems. New York: Springer-Verlag.

    Google Scholar 

  • Ensminger, M. E. (1987). Adolescent sexual behavior as it relates to other transition behaviors in youth. In S. L. Hofferth & C. D. Hayes (Eds.),Risking the future (Vol. 2, pp. 36–55). Washington, DC: National Academy Press.

    Google Scholar 

  • Ensminger, M. E. (1990). Sexual activity and problem behaviors among black, urban adolescents.Child Development, 61, 2032–2046.

    Google Scholar 

  • Fergusson, D. M., Horwood, L. J., & Lynskey, M. T. (1993a). The prevalence and comorbidity of DSM-III-R diagnoses in a birth cohort of 15 year olds.Journal of the American Academy of Child and Adolescent Psychiatry.32, 1127–1134.

    Google Scholar 

  • Fergusson, D. M., Horwood, L. J., & Lynskey, M. T. (1993b). Ethnicity and bias in police contact statistics.Australian and New Zealand Journal of Criminology, 26, 193–206.

    Google Scholar 

  • Fergusson, D. M., Lynskey, M. T., & Horwood, L. J. (1993a). Patterns of cannabis use among 13–14 year old New Zealanders.New Zealand Medical Journal, 106, 247–250.

    Google Scholar 

  • Fergusson, D. M., Lynskey, M. T., & Horwood, L. J. (1993b). The effects of maternal depression on maternal ratings of child behavior.Journal of Abnormal Child Psychology, 21, 245–270.

    Google Scholar 

  • Gillmore, M. R., Hawkins, J. D., Catalono, R. F., Day, L. E., Moore, M., & Abbott, R. (1988). Structure of problem behaviors in preadolescence.Journal of Consulting and Clinical Psychology, 59, 499–506.

    Google Scholar 

  • Goodman, L. A. (1974a). The analysis of systems of qualitative variables when some variables are unobservable. Part 1: A modified latent structure approach.American Journal of Sociology, 79, 1179–1259.

    Google Scholar 

  • Goodman, L. A. (1974b). Exploratory latent structure analysis using both identifiable and unidentifiable models.Biometrika, 61, 215–231.

    Google Scholar 

  • Jessor, R., & Jessor, S. L. (1977).Problem behavior and psychosocial development: A longitudinal study of youth. New York: Academic Press.

    Google Scholar 

  • Jöreskog, K. G., & Sörbom, D. (1989).LISREL 7 user's reference guide. Mooresville, IN: Scientific Software Inc.

    Google Scholar 

  • Loeber, R. (1988). The natural history of juvenile conduct problems, delinquency, and associated substance use: Evidence for developmental progressions. In B. B. Lahey & A. E. Kazdin (Eds.),Advances in clinical child psychology (Vol. 11, pp. 73–124). New York: Plenum Press.

    Google Scholar 

  • Loeber, R. (1990). Development and risk factors of juvenile antisocial behavior and delinquency.Clinical Psychology Review, 10, 1–41.

    Google Scholar 

  • Lynskey, M. T., & Fergusson, D. M. (1993). Sexual activity and contraceptive use amongst teenagers under the age of 15 years.New Zealand Medical Journal, 106, 511–514.

    Google Scholar 

  • Magnusson, D., & Allen, V. (1983). An interactional paradigm for human development. In D. Magnusson & V. Allen (Eds.),Human development: An interactional perspective (pp. 3–31). New York: Academic Press.

    Google Scholar 

  • Moffitt, T. E., & Silva, P. A. (1988). Self-reported delinquency: results from an instrument for New Zealand.Australian and New Zealand Journal of Criminology, 21, 227–240.

    Google Scholar 

  • Moffitt, T. E., & White, J. (1990).Notes on studying female antisocial behavior: How to focus a female microscope on the causes of male crime. Paper presented at the Workshop on Gender Issues in the Development of Antisocial Behavior, The Bunting Institute, Radcliff College, Cambridge, MA.

    Google Scholar 

  • Mott, F. L., & Haurin, R. J. (1988). Linkages between sexual activity, and alcohol and drug use among American adolescents.Family Planning Perspectives, 20, 128–136.

    Google Scholar 

  • Muthen, B. (1984). A general structural equation model with dichotomous, ordered categorical and continuous latent variable indicators.Psychometrika, 49, 115–132.

    Google Scholar 

  • Osgood, D. W., Johnston, L. D., O'Malley, P. M., & Bachman, J. G. (1988). The generality of deviance in late adolescence and early adulthood.American Sociological Review, 53, 81–93.

    Google Scholar 

  • Quay, H. C., & Peterson, D. R. (1987).Manual for the Revised Behavior Problem Checklist. Miami: Authors.

    Google Scholar 

  • Rowe, D. C., Rodgers, J. L., Meseck-Bushey, S., & St. John, C. (1989). Sexual behavior and nonsexual deviance: A sibling study of their relationship.Developmental Psychology, 25, 61–69.

    Google Scholar 

  • Van de Pol, F. J. R., Langeheine, R., & de Jong, W. (1991).PANMARK user manual: Panel analysis using Markov chains (version 2.2). Boorburg, The Netherlands: Netherlands Central Bureau of Statistics.

    Google Scholar 

  • Werner, E. E. (1990).Gender issues in the development of deviant behavior: Lessons learned from the Kauai longitudinal study. Paper presented at the Workshop on Gender Issues in the Development of Antisocial Behavior, The Bunting Institute, Radcliff College, Cambridge, MA.

    Google Scholar 

  • White, H. L., & Labouvie, E. W. (1989). Towards the assessment of adolescent problem drinking.Journal of Studies on Alcohol, 50, 30–37.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Additional information

This research was funded by grants from the Health Research Council of New Zealand, the Canterbury Medical Research Foundation, and the National Child Health Research Foundation.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Fergusson, D.M., Horwood, L.J. & Lynskey, M.T. The comorbidities of adolescent problem behaviors: A latent class model. J Abnorm Child Psychol 22, 339–354 (1994). https://doi.org/10.1007/BF02168078

Download citation

  • Revised:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF02168078

Keywords

Navigation