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失业、心理健康与自杀研究中的因果关系:一项元分析与概念性综述

Cause and effect in studies on unemployment, mental health and suicide: a meta-analytic and conceptual review.

作者信息

Milner A, Page A, LaMontagne A D

机构信息

McCaughey VicHealth Centre for Community Wellbeing, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VIC, Australia.

School of Science and Health, University of Western Sydney, Penrith, NSW, Australia.

出版信息

Psychol Med. 2014 Apr;44(5):909-17. doi: 10.1017/S0033291713001621. Epub 2013 Jul 9.

DOI:10.1017/S0033291713001621
PMID:23834819
Abstract

BACKGROUND

There are ongoing questions about whether unemployment has causal effects on suicide as this relationship may be confounded by past experiences of mental illness. The present review quantified the effects of adjustment for mental health on the relationship between unemployment and suicide. Findings were used to develop and interpret likely causal models of unemployment, mental health and suicide.

METHOD

A random-effects meta-analysis was conducted on five population-based cohort studies where temporal relationships could be clearly ascertained.

RESULTS

Results of the meta-analysis showed that unemployment was associated with a significantly higher relative risk (RR) of suicide before adjustment for prior mental health [RR 1.58, 95% confidence interval (CI) 1.33-1.83]. After controlling for mental health, the RR of suicide following unemployment was reduced by approximately 37% (RR 1.15, 95% CI 1.00-1.30). Greater exposure to unemployment was associated with higher RR of suicide, and the pooled RR was higher for males than for females.

CONCLUSIONS

Plausible interpretations of likely pathways between unemployment and suicide are complex and difficult to validate given the poor delineation of associations over time and analytic rationale for confounder adjustment evident in the revised literature. Future research would be strengthened by explicit articulation of temporal relationships and causal assumptions. This would be complemented by longitudinal study designs suitable to assess potential confounders, mediators and effect modifiers influencing the relationship between unemployment and suicide.

摘要

背景

失业是否对自杀有因果影响仍存在疑问,因为这种关系可能会被过去的精神疾病经历所混淆。本综述量化了心理健康调整对失业与自杀关系的影响。研究结果被用于构建和解释失业、心理健康与自杀之间可能的因果模型。

方法

对五项基于人群的队列研究进行随机效应荟萃分析,这些研究中时间关系能够被明确确定。

结果

荟萃分析结果显示,在对既往心理健康进行调整之前,失业与自杀的相对风险(RR)显著更高相关[RR 1.58,95%置信区间(CI)1.33 - 1.83]。在控制心理健康因素后,失业后自杀的RR降低了约37%(RR 1.15,95% CI 1.00 - 1.30)。失业暴露程度越高,自杀的RR越高,并且男性的合并RR高于女性。

结论

鉴于随着时间推移关联的界定不佳以及修订文献中混杂因素调整的分析原理,对失业与自杀之间可能路径的合理阐释复杂且难以验证。未来的研究通过明确阐述时间关系和因果假设将得到加强。这将通过适合评估影响失业与自杀关系的潜在混杂因素、中介因素和效应修饰因素的纵向研究设计来补充。

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