萧条(经济学)
多级模型
纵向研究
流行病学研究中心抑郁量表
心理学
心理健康
老年学
流行病学
人口学
抑郁症状
医学
精神科
认知
内科学
宏观经济学
经济
社会学
病理
机器学习
计算机科学
作者
Ruoyu Wang,Boyi Yang,Penghua Liu,Jinbao Zhang,Ye Liu,Yao Yao,Yi Lü
摘要
Background Air pollution, especially PM 2.5 (particulate matter with a diameter of below 2.5 μm), has been recognized as a key environmental factor that affects mental health, but few studies have focused on its influence on older adults, who are a vulnerable group. Objective This study focused on the influence of PM 2.5 on health‐related behaviors, such as physical activities and social contact, to assess their role as mediators of depression among older adults in China. Methods We used data (N = 24 623) from the CHARLS (China Health and Retirement Longitudinal Study) of 2011‐2015. CES‐D 10 (Center for Epidemiology Studies of Depression scale) was used to measure depression. Using multilevel linear models, we examined the relationships between the variables, with different times nested within the same individual and individuals nested within the cities. Results Before mediators were added, depression symptoms among older adults increased with annual concentration of PM 2.5 (Coeff = 0.57, SE = 0.11). However, after the mediators were added, the coefficient of the annual concentration of PM 2.5 decreased (Coeff = 0.37, SE = 0.10). While both physical activities (Sobel test Z score = 2.37, P value = .02) and social contact ( Z score = 7.33, P value = .00) mediated the relationship between PM 2.5 and depression, the mediating effects decreased with increasing PM 2.5 . Conclusions Exposure to PM 2.5 , therefore, increases depressive symptoms in older Chinese adults by decreasing their physical activities and social contact. Also, the positive effects of physical activities and social contact on depression decreased with increasing PM 2.5 concentrations.
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