互联网
心理学
结构方程建模
老年学
调解
社会参与
考试(生物学)
医学
计算机科学
社会学
古生物学
社会科学
机器学习
万维网
生物
作者
Wenlong Liu,W Li,Jian Mou
出处
期刊:Industrial Management and Data Systems
[Emerald (MCB UP)]
日期:2023-10-06
卷期号:124 (1): 1-28
标识
DOI:10.1108/imds-04-2023-0236
摘要
Purpose This study explores whether and how Internet usage improves the subjective health of middle-aged and older adults by analyzing the mediating role of social engagement and heterogeneity of different living arrangements. Design/methodology/approach Based on data from the China Health and Retirement Longitudinal Study, the ordinary least squares (OLS) method is adopted to explore the relationship between Internet usage and the subjective health of middle-aged and older adults. Propensity score matching method (PSM) is used to alleviate self-selection bias in the samples. The bootstrap method is adopted to test the mediating role of social engagement, and generalized structural equation modeling (GSEM) is employed to resolve endogeneity. A permutation test is adopted to examine the heterogeneous effects of Internet usage on different living arrangements. Findings Internet access can help relieve depression among middle-aged and older adults and enhance their self-rated health, leading to perceived changes in health status. However, Internet usage is not directly associated with health satisfaction among middle-aged and older adults. Nevertheless, Internet usage can enhance middle-aged and older adults' subjective health by facilitating social engagement and significantly influences middle-aged and older adults living with their children. Originality/value This study reveals the underlying role of Internet usage among older adults and provides insights for governments and families to help middle-aged and older adults actively adapt to a digital society and improve their health.
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