工具变量
分位数回归
内生性
心理健康
互联网
普通最小二乘法
分位数
公共卫生
变量(数学)
环境卫生
心理学
老年学
医学
计量经济学
计算机科学
经济
精神科
数学
数学分析
护理部
万维网
作者
Huoyun Zhu,Zhaoqi Li,Wenyi Lin
标识
DOI:10.3389/ijph.2023.1605664
摘要
Objectives: 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. Method: Data come from the 2018 China Health Retirement Longitudinal Study (n = 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). Results: 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. Conclusion: 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.
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