Oshio Takashi
J Epidemiol Community Health. 2016 Jan;70(1):25-30. doi: 10.1136/jech-2015-205962. Epub 2015 Jul 28.
It is well known that individual-level social capital is positively associated with health, but most preceding studies have not fully controlled for an individual's time-invariant attributes, especially unobserved ones. The current study attempted to address how the association between individual-level social capital and health is confounded by an individual's unobserved time-invariant attributes.
Data were collected from six-wave nationwide panel surveys conducted from 2005 to 2010, with 162,720 observations from 30,590 individuals. Individual-level bonding and bridging social capital, as well as their associations with self-rated health (SRH) and psychological distress (measured by Kessler 6 scores), were considered. Estimation results of cross-sectional, prospective cohort and fixed-effects logistic models were compared.
The OR of reporting poor SRH responding to high bonding social capital rose from 0.64 (95% CI 0.62 to 0.65) in the pooled cross-sectional model to 0.77 (0.75 to 0.80) in the prospective cohort model and 0.87 (0.82 to 0.92) in the fixed-effects model. Similar patterns were observed for bridging social capital, but the OR of reporting poor SRH became non-significant in the fixed-effects model. Similar results were obtained for psychological distress.
The results suggest that the association between individual-level social capital and health is overstated by an individual's unobserved time-invariant attributes. The relevance of health in individual-level social capital should be assessed cautiously.
众所周知,个体层面的社会资本与健康呈正相关,但大多数先前的研究并未充分控制个体的时间不变属性,尤其是未观察到的属性。本研究试图探讨个体层面的社会资本与健康之间的关联如何被个体未观察到的时间不变属性所混淆。
数据收集自2005年至2010年进行的六波全国性面板调查,来自30590名个体的162720条观测数据。考虑了个体层面的纽带型和桥接型社会资本,以及它们与自评健康(SRH)和心理困扰(用凯斯勒6项量表评分衡量)的关联。比较了横断面、前瞻性队列和固定效应逻辑模型的估计结果。
在汇总横断面模型中,对高纽带型社会资本做出反应报告SRH差的比值比(OR)为0.64(95%置信区间0.62至0.65),在前瞻性队列模型中升至0.77(0.75至0.80),在固定效应模型中为0.87(0.82至0.92)。桥接型社会资本也观察到类似模式,但在固定效应模型中报告SRH差的OR变得不显著。心理困扰也得到了类似结果。
结果表明,个体层面的社会资本与健康之间的关联被个体未观察到的时间不变属性夸大了。应谨慎评估个体层面社会资本中健康的相关性。