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互联网使用对老年人心理健康的异质影响:工具变量分位数回归分析。

The Heterogeneous Impact of Internet Use on Older People's Mental Health: An Instrumental Variable Quantile Regression Analysis.

机构信息

School of Public Administration School of Emergency Management, Institute of Common Prosperity and National Governance, Jinan University, Guangzhou, China.

出版信息

Int J Public Health. 2023 Mar 7;68:1605664. doi: 10.3389/ijph.2023.1605664. eCollection 2023.

Abstract

Whether Internet use improves older people's health is an open question. This study empirically investigated the impact of Internet use on older people's mental health with a focus on the heterogeneity among subgroups. Data come from the 2018 China Health Retirement Longitudinal Study ( = 8,505). An instrumental variable quantile regression method (IVQR) combines the instrumental variable and quantile regression to resolve the endogeneity and heterogeneity generally challenged in ordinary least squares (OLS). Although Internet use generally improves older people's mental health, there is enormous heterogeneity in the effects on older adults with different mental health conditions. Specifically, Internet use only has a mitigating impact on older adults with poor mental health. Those heterogeneities are also found between rural and urban residents but not between genders. Our findings shed light on active and healthy aging strategies. Two policy priorities include, on the one hand, the Internet user environment should be improved in parallel with Internet technology; on the other hand, multiple measurements are urgent to be developed to deal with the heterogeneity and unevenness of the impact of Internet technology on older people.

摘要

互联网使用是否能改善老年人的健康状况仍是一个悬而未决的问题。本研究通过实证调查了互联网使用对老年人心理健康的影响,重点关注了亚组之间的异质性。数据来自于 2018 年中国健康与养老追踪调查(=8505)。工具变量分位数回归方法(IVQR)将工具变量和分位数回归相结合,以解决普通最小二乘法(OLS)中普遍存在的内生性和异质性问题。尽管互联网使用总体上改善了老年人的心理健康,但对于不同心理健康状况的老年人,其效果存在巨大的异质性。具体来说,互联网使用仅对心理健康状况较差的老年人有缓解作用。这种异质性在城乡居民之间也存在,但在性别之间不存在。我们的研究结果为积极健康老龄化策略提供了启示。两个政策重点包括,一方面,应在互联网技术发展的同时改善互联网用户环境;另一方面,迫切需要制定多种措施来应对互联网技术对老年人影响的异质性和不均衡性。

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Does the Internet Use Improve the Mental Health of Chinese Older Adults?互联网使用是否能改善中国老年人的心理健康?
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