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Tests of causal links between alcohol abuse or dependence and major depression
David M Fergusson1, Joseph M Boden, L John Horwood
1Christchurch Health and Development Study, Department of Psychological Medicine, University of Otago, Christchurch School of Medicine and Health Sciences, Christchurch, New Zealand. dm.fergusson@otago.ac.nz
Context:
There has been a great deal of research on the comorbidity between alcohol abuse or dependence (AAD) and major depression (MD). However, it is unclear whether AAD increases the risk of MD or vice versa.
Objective:
To examine the associations between AAD and MD using fixed-effects modeling to control for confounding and using structural equation models to ascertain the direction of causality.
Design:
Data were gathered during the course of the Christchurch Health and Development Study, a 25-year longitudinal study of a birth cohort of children from New Zealand (635 boys, 630 girls).
Setting:
General community sample.
Participants:
The analysis was based on a sample of 1055 participants with available data on AAD and MD at ages 17 to 18, 20 to 21, and 24 to 25 years.
Main Outcome Measures:
Symptom criteria for AAD and MD from the DSM-IV at ages 17 to 18, 20 to 21, and 24 to 25 years as well as measures of life stress, cannabis use, other illicit drug use, affiliation with deviant peers, unemployment, partner substance use, and partner criminality at ages 17 to 18, 20 to 21, and 24 to 25 years.
Results:
There were significant (P < .001) pooled associations between AAD and MD. Controlling for confounding factors using conditional fixed-effects models and time-dynamic covariate factors reduced the magnitude of these associations, but they remained statistically significant. Structural equation modeling suggested that the best-fitting causal model was one in which AAD led to increased risk of MD.
Conclusions:
The findings suggest that the associations between AAD and MD were best explained by a causal model in which problems with alcohol led to increased risk of MD as opposed to a self-medication model in which MD led to increased risk of AAD.
Insights
Alcohol abuse or dependence (AAD) significantly increases the risk of developing major depression (MD). This longitudinal study found that alcohol problems precede and contribute to major depression, not the reverse.
Area of Science:
- Psychiatry
- Epidemiology
- Longitudinal Studies
Background:
- Comorbidity between alcohol abuse or dependence (AAD) and major depression (MD) is well-documented.
- The causal relationship between AAD and MD remains unclear, with possibilities including AAD leading to MD, MD leading to AAD, or a bidirectional relationship.
Purpose of the Study:
- To investigate the causal associations between AAD and MD.
- To utilize fixed-effects modeling and structural equation modeling to clarify the direction of causality.
- To control for potential confounding factors in the relationship between AAD and MD.
Main Methods:
- Longitudinal study of a New Zealand birth cohort (Christchurch Health and Development Study) over 25 years.
- Analysis included 1055 participants assessed at ages 17-18, 20-21, and 24-25.
- DSM-IV criteria for AAD and MD were used, alongside measures of life stress, substance use, peer affiliation, employment, and partner's behavior.
Main Results:
- Significant pooled associations were found between AAD and MD (P < .001).
- Controlling for confounding factors attenuated but did not eliminate these associations.
- Structural equation modeling indicated that AAD is a significant predictor of increased MD risk.
Conclusions:
- The findings support a causal model where alcohol abuse or dependence precedes and increases the risk of major depression.
- This challenges the self-medication hypothesis where major depression is thought to lead to alcohol abuse or dependence.
- Public health strategies should consider addressing AAD to mitigate the risk of developing MD.
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