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Structural models of the comorbidity of internalizing disorders and substance use disorders in a longitudinal birth cohort

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Social Psychiatry and Psychiatric Epidemiology Aims and scope Submit manuscript

Abstract

Purpose

The present study examined the associations between internalizing disorders and substance use disorders using structural equation models to examine the relative contributions of common fixed confounding factors and direct causal pathways, and to determine the direction of causality.

Methods

Data were gathered during the course of the Christchurch Health and Development Study, a 25-year longitudinal study of a birth cohort of New Zealand children (n = 953). Measures included DSM-IV symptom criteria for major depression, anxiety disorders, alcohol abuse/dependence, nicotine dependence, and illicit drug abuse/dependence, ages 18, 21, and 25.

Results

Structural equation modeling showed that for depression and substance use disorder, the best-fitting model was the one in which the associations were explained by a combination of common fixed factors and direct causal pathways from substance use to depression. A similar pattern emerged for anxiety disorders and (1) nicotine dependence, and (2) illicit drug abuse/dependence. The comorbidity of anxiety disorder and alcohol abuse/dependence was best explained by a model that included common fixed factors and a reciprocal pathway between these disorders. Decomposition of the correlations between internalizing disorders and substance use disorders showed that most of the correlation arose from direct causal pathways between disorders.

Conclusions

The findings suggest that the comorbidity between internalizing disorders and substance use disorders can be attributed to both common fixed factors and direct causal pathways between substance use disorder and internalizing disorder. The evidence suggests that, in most cases, the most plausible explanation of causality is the one in which substance use disorder increases the risk of internalizing disorder.

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Acknowledgments

This research was funded by grants from the Health Research Council of New Zealand, the National Child Health Research Foundation, the Canterbury Medical Research Foundation and the New Zealand Lottery Grants Board. All authors had full access to all of the data in the study and each takes responsibility for the integrity of the data and the accuracy of the data analysis.

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Authors and Affiliations

  1. Christchurch Health and Development Study, Christchurch School of Medicine and Health Sciences, University of Otago, PO Box 4345, Christchurch, New Zealand

    David M. Fergusson, Joseph M. Boden & L. John Horwood

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  1. David M. Fergusson
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  2. Joseph M. Boden
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  3. L. John Horwood
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Correspondence to David M. Fergusson.

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Fergusson, D.M., Boden, J.M. & Horwood, L.J. Structural models of the comorbidity of internalizing disorders and substance use disorders in a longitudinal birth cohort. Soc Psychiatry Psychiatr Epidemiol 46, 933–942 (2011). https://doi.org/10.1007/s00127-010-0268-1

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  • DOI: https://doi.org/10.1007/s00127-010-0268-1

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