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认知和非认知能力是否在空气污染暴露与心理健康之间起中介作用?

Do cognitive and non-cognitive abilities mediate the relationship between air pollution exposure and mental health?

机构信息

HSBC Business School, Peking University, Shenzhen, Guangdong, China.

出版信息

PLoS One. 2019 Oct 23;14(10):e0223353. doi: 10.1371/journal.pone.0223353. eCollection 2019.

Abstract

Considered as a key component of human capital, mental health has drawn substantial scholarly attention for its effect on people's health status and economic outcome. When facing the challenge of stress, people's heterogeneity in cognitive ability and non-cognitive ability causes difference in patterns of coping, resulting in different manifestations in mental health. Previous researches have shown that cognitive and non-cognitive abilities have positively direct or indirect effects on mental health, but few studies research their role of coping with air pollution. We used the China Family Panel Survey (CFPS) and matched individual data with county or district level PM2.5 information from NASA. The study found that air pollution has negative effect on mental health with every increase of 1μg/m3 in PM2.5 deteriorating mental health by 0.038 standard deviation, which is the total effect of air pollution. However, the direct effect of air pollution on mental health will decrease to 0.028 in absolute value when considering mediating effects. By employing different approaches, we found positive mediating effects via cognitive ability and non-cognitive ability. Individuals with high cognitive and non-cognitive abilities are able to accurately diagnose problems and select the optimal coping strategies, thus restoring positive mental health.

摘要

心理健康被视为人力资本的关键组成部分,其对人们的健康状况和经济成果的影响引起了学术界的广泛关注。当面临压力挑战时,人们在认知能力和非认知能力方面存在差异,导致应对方式的模式不同,从而在心理健康方面表现出不同的特征。先前的研究表明,认知和非认知能力对心理健康有积极的直接或间接影响,但很少有研究探讨它们在应对空气污染方面的作用。我们使用了中国家庭追踪调查(CFPS),并将个体数据与 NASA 提供的县级或区级 PM2.5 信息进行了匹配。研究发现,空气污染对心理健康有负面影响,PM2.5 每增加 1μg/m3,心理健康就会恶化 0.038 个标准差,这是空气污染的总效应。然而,当考虑中介效应时,空气污染对心理健康的直接影响将降至绝对值的 0.028。通过采用不同的方法,我们发现了通过认知能力和非认知能力的积极中介效应。具有较高认知和非认知能力的个体能够准确诊断问题并选择最佳的应对策略,从而恢复积极的心理健康。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2a2c/6808496/17f3a4986d88/pone.0223353.g001.jpg

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