School of Exercise and Nutrition Sciences, Institute for Physical Activity and Nutrition (IPAN), Deakin University, Geelong, Australia.
School of Public Health, University of Queensland, Herston, Queensland, Australia.
Obesity (Silver Spring). 2017 Jun;25(6):1109-1114. doi: 10.1002/oby.21830. Epub 2017 Apr 28.
This study investigated the contribution of psychosocial stress to mediating inequities in weight gain by educational status in a large cohort of young Australian women over a 9-year follow-up.
This observational cohort study used survey data drawn from 4,806 women, aged 22 to 27 years at baseline (2000), participating in the Australian Longitudinal Study on Women's Health, who reported their education level (2000), perceived stress (2003), and weight (2003 and 2012). Using a causal inference framework based on counterfactuals for mediation analysis, we fitted linear or logistic regression models to examine the total effect, decomposed into natural direct and indirect effects via perceived stress, of education level (highest qualification completed: up to year 12/trade or diploma vs. university) on weight change.
Women with lower education gained more weight over 9 years (6.1 kg, standard deviation [SD] 9.5) than women with higher education (3.8 kg, SD 7.7; P < 0.0001) and were more likely to be very or extremely stressed. The higher weight gain associated with low education was not mediated through perceived stress (per SD increase, percent mediated: 1.0%).
Education-based inequities in weight gain over time were not attributable to greater psychosocial stress among women with lower education levels.
本研究通过对澳大利亚一项大型女性队列的 9 年随访,调查了社会心理压力对受教育程度不同的女性体重增加不平等的中介作用。
本观察性队列研究使用了澳大利亚女性健康纵向研究(Australian Longitudinal Study on Women's Health)的调查数据,该研究共纳入了 4806 名年龄在 22 至 27 岁(基线时为 2000 年)的女性,她们报告了自己的教育水平(2000 年)、感知压力(2003 年)和体重(2003 年和 2012 年)。我们采用基于反事实的因果推理框架进行中介分析,拟合线性或逻辑回归模型,以检验教育水平(完成的最高学历:12 年级/贸易或文凭与大学)对体重变化的总效应,其可分解为通过感知压力的自然直接和间接效应。
在 9 年内,受教育程度较低的女性体重增加较多(6.1kg,标准差[SD]为 9.5),高于受教育程度较高的女性(3.8kg,SD 为 7.7;P<0.0001),且更有可能感到非常或极度压力。与低教育程度相关的体重增加较高并不通过感知压力(每增加一个标准差,中介百分比:1.0%)来解释。
随着时间的推移,教育程度导致的体重增加不平等,不能归因于低教育程度女性的社会心理压力更大。