Structural models of the comorbidity of internalizing disorders and substance use disorders in a longitudinal birth cohort
Fergusson, David M.; Boden, Joseph M.; Horwood, L. John
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.
Publisher: Springer Nature
Rights Statement: This version in OUR Archive is the author's manuscript accepted for publication after peer-review. The published version is: Fergusson, D. M., Boden, J. M., & Horwood, L. J. (2010). Structural models of the comorbidity of internalizing disorders and substance use disorders in a longitudinal birth cohort. Social Psychiatry & Psychiatric Epidemiology, 46(10), 933-942. doi: 10.1007/s00127-010-0268-1
Research Type: Journal Article