Clemens Tom, Popham Frank, Boyle Paul
1 School of GeoSciences, The University of Edinburgh, Institute of Geography, Edinburgh EH8 9XP, Scotland2 MRC/CSO Social and Public Health Sciences Unit, University of Glasgow, Glasgow, G12 8RZ, Scotland3 School of Geography & Geosciences, University of St Andrews, Fife, KY16 9AL, Scotland
1 School of GeoSciences, The University of Edinburgh, Institute of Geography, Edinburgh EH8 9XP, Scotland2 MRC/CSO Social and Public Health Sciences Unit, University of Glasgow, Glasgow, G12 8RZ, Scotland3 School of Geography & Geosciences, University of St Andrews, Fife, KY16 9AL, Scotland.
Eur J Public Health. 2015 Feb;25(1):115-21. doi: 10.1093/eurpub/cku136. Epub 2014 Aug 26.
There is a strong association between unemployment and mortality, but whether this relationship is causal remains debated. This study utilizes population-level administrative data from Scotland within a propensity score framework to explore whether the association between unemployment and mortality may be causal.
The study examined a sample of working men and women aged 25-54 in 1991. Subsequent employment status in 2001 was observed (in work or unemployed) and the relative all-cause mortality risk of unemployment between 2001 and 2010 was estimated. To account for potential selection into unemployment of those in poor health, a propensity score matching approach was used. Matching variables were observed prior to unemployment and included health status up to the year of unemployment (hospital admissions and self-reported limiting long-term illness), as well as measures of socioeconomic position.
Unemployment was associated with a significant all-cause mortality risk relative to employment for men (hazard ratio [HR] 1.85; 95% confidence interval [CI] 1.33-2.55). This effect was robust to controlling for prior health and sociodemographic characteristics. Effects for women were smaller and statistically insignificant (HR 1.51; 95% CI 0.68-3.37).
For men, the findings support the notion that the often-observed association between unemployment and mortality may contain a significant causal component; although for women, there is less support for this conclusion. However, female employment status, as recorded in the census, is more complex than for men and may have served to underestimate any mortality effect of unemployment. Future work should examine this issue further.
失业与死亡率之间存在密切关联,但这种关系是否具有因果性仍存在争议。本研究在倾向得分框架内利用苏格兰的人口层面行政数据,以探讨失业与死亡率之间的关联是否可能具有因果性。
该研究考察了1991年年龄在25至54岁之间的在职男性和女性样本。观察了他们在2001年的后续就业状况(在职或失业),并估计了2001年至2010年期间失业的全因死亡率相对风险。为了考虑健康状况不佳者可能被选入失业群体的情况,采用了倾向得分匹配方法。匹配变量在失业前进行观察,包括截至失业年份的健康状况(住院情况和自我报告的长期受限疾病)以及社会经济地位指标。
相对于就业,失业与男性的全因死亡率显著相关(风险比[HR]为1.85;95%置信区间[CI]为1.33 - 2.55)。在控制了先前的健康和社会人口学特征后,这一效应仍然稳健。女性的效应较小且无统计学意义(HR为1.51;95% CI为0.68 - 3.37)。
对于男性,研究结果支持这样一种观点,即经常观察到的失业与死亡率之间的关联可能包含显著的因果成分;尽管对于女性,这一结论的支持力度较小。然而,人口普查记录的女性就业状况比男性更为复杂,可能低估了失业对死亡率的任何影响。未来的工作应进一步研究这个问题。