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Published Online: 18 January 2023

Moderate Alcohol Consumption and Depression: A Marginal Structural Model Approach Promoting Causal Inference

Publication: American Journal of Psychiatry

Abstract

Objective:

Moderate alcohol consumption is associated with decreased risk for depression, but it remains unclear whether this is a causal relationship or a methodological artifact. To compare the effects of consistent abstinence and occasional, moderate, and above-guideline alcohol consumption throughout early to middle adulthood on depression at age 50, the authors conducted a secondary analysis of the National Longitudinal Survey of Youth 1979 cohort and employed a marginal structural model (MSM) approach.

Methods:

Baseline was set at 1994, when individuals were ages 29–37. The MSM incorporated measurements of alcohol consumption in 1994, 2002, and 2006, baseline and time-varying covariates, and repeated measurements with the Center for Epidemiologic Studies Depression Scale–Short Form (CES-D-SF). A total of 5,667 eligible participants provided valid data at baseline, 3,593 of whom provided valid outcome data. The authors used all observed data to predict CES-D-SF means and rates of probable depression for hypothetical trajectories of consistent alcohol consumption.

Results:

The results approximated J-curve relationships. Specifically, both consistent occasional and consistent moderate drinkers were predicted to have reduced CES-D-SF scores and rates of probable depression at age 50 compared with consistent abstainers (CES-D-SF scores: b=−0.84, 95% CI=−1.47, −0.11; probable depression: odds ratio=0.58, 95% CI=0.36, 0.88 for consistent occasional drinkers vs. abstainers; CES-D-SF scores: b=−1.08, 95% CI=−1.88, −0.20; probable depression: odds ratio=0.59, 95% CI=0.26, 1.13 for consistent moderate drinkers vs. consistent abstainers). Consistent above-guideline drinkers were predicted to have slightly increased risk compared with consistent abstainers, but this was not significant. In sex-stratified analyses, results were similar for females and males.

Conclusions:

This study contributes preliminary evidence that associations between moderate alcohol consumption and reduced risk for depression may reflect genuine causal effects. Further research using diverse methodologies that promote causal inference is required.

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Information & Authors

Information

Published In

Go to American Journal of Psychiatry
Go to American Journal of Psychiatry
American Journal of Psychiatry
Pages: 209 - 217
PubMed: 36651625

History

Received: 14 January 2022
Revision received: 16 April 2022
Revision received: 25 July 2022
Accepted: 16 August 2022
Published online: 18 January 2023
Published in print: March 01, 2023

Keywords

  1. Depressive Disorders
  2. Substance-Related and Addictive Disorders
  3. Alcohol
  4. Epidemiology

Authors

Details

Rachel Visontay, B.A.(Hons) [email protected]
Matilda Centre for Research in Mental Health and Substance Use, University of Sydney, Sydney, Australia (Visontay, Mewton, Slade, Sunderland); Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia (Mewton); Division of Chronic Disease Research Across the Lifecourse, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston (Aris).
Louise Mewton, Ph.D.
Matilda Centre for Research in Mental Health and Substance Use, University of Sydney, Sydney, Australia (Visontay, Mewton, Slade, Sunderland); Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia (Mewton); Division of Chronic Disease Research Across the Lifecourse, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston (Aris).
Tim Slade, Ph.D.
Matilda Centre for Research in Mental Health and Substance Use, University of Sydney, Sydney, Australia (Visontay, Mewton, Slade, Sunderland); Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia (Mewton); Division of Chronic Disease Research Across the Lifecourse, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston (Aris).
Izzuddin M. Aris, Ph.D.
Matilda Centre for Research in Mental Health and Substance Use, University of Sydney, Sydney, Australia (Visontay, Mewton, Slade, Sunderland); Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia (Mewton); Division of Chronic Disease Research Across the Lifecourse, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston (Aris).
Matthew Sunderland, Ph.D.
Matilda Centre for Research in Mental Health and Substance Use, University of Sydney, Sydney, Australia (Visontay, Mewton, Slade, Sunderland); Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia (Mewton); Division of Chronic Disease Research Across the Lifecourse, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston (Aris).

Notes

Send correspondence to Ms. Visontay ([email protected]).

Competing Interests

The authors report no financial relationships with commercial interests.

Funding Information

Ms. Visontay is funded by the National Health and Medical Research Council (GNT1190255), as well as the University of Sydney.

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