ArticleFrontiers in public health2024
The impact of internet usage on the mental health of older adults in China: empirical analysis from a multi-dimensional perspective.
Article in Frontiers in public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 2 of them syntheses that pooled it.
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Who cites it
11 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Association between digital smart device use and depression among older adults: systematic review and meta-analysis.BMC public health · 2026Pooled it
- The Associations Between Digital Exclusion and Physical or Cognitive Function in Middle-Aged and Older Adults: Systematic Review and Meta-Analysis.JMIR aging · 2026Pooled it
- Social and community determinants of living arrangements among older adults: the role of social support and mental health promotion.BMC geriatrics · 2026Article
- Mental health implications in the older adults of internet access in China.Frontiers in public health · 2026Article
- Association between internet use and social isolation among nursing home residents: a chain mediation model.BMC geriatrics · 2025Article
- Depressive symptoms and internet use among middle-aged and older adults pre- and post-COVID-19 outbreak: a network analysis.BMC psychology · 2025Article
- Exploring the impact of internet use on cognitive abilities in the older adults: evidence from the CHARLS 2020 database.Frontiers in public health · 2025Article
- Selection and connection: the impact of internet use on the depression of Chinese older adults.Frontiers in public health · 2025Article
- Dry eye disease and psychosomatics-benefits of mind-body therapy for dry eye disease.Frontiers in medicine · 2025Review
- Internet media and depression in older adults experiencing pain: Evidence from a five-year longitudinal study (2018-2023).Digital healthArticle
- The digital technology-well-being paradox: No link between digital use and life satisfaction in older adults.Digital healthArticle
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1 author.
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Abstract
Background: The process of population aging in China is currently undergoing rapid acceleration. Simultaneously, the swift advancement of digitalization is fundamentally transforming individuals' lifestyles. The usage of the internet and mobile internet tools by the older adults population is relatively inadequate. The issue of digital exclusion and its impact on the life quality of the older adult population has received significant attention. Objective: This study utilized microdata from the China Health and Retirement Longitudinal Study (CHARLS 2020) to empirically investigate the impact of internet usage on the mental health of older adult individuals. The depression index was utilized to assess the mental health, while four variables were employed to evaluate internet usage among the older adults in this study. Methods: The Center for Epidemiological Studies Depression Scale (CES-D) in CHARLS data was used to measure the depression index of older adults. Four variables including usage of internet, usage of WeChat, usage of WeChat moments and usage of mobile payment were used to represent the internet use of older adults, and there was progressive relationship between these four variables. In the empirical study, multiple regression analysis was adopted to empirically analysis the impact of internet usage on the mental health of older adults. In order to reduce the influence of endogenous problems on regression results, the propensity score matching method was used to verify the validity and robustness of regression results. Results: (1) Internet usage can significantly reduce the psychological depression of older adults and promote the formation of positive psychology; (2) With the increase of the depth of internet usage, especially the use of mobile internet and mobile payment, the internet use will have greater improvement effect on the depression; (3) The heterogeneity test found that there were certain differences in the impact of internet usage on different older adult groups; (4) Through a step-by-step analysis of 10 sub-indicators of depression index, the study found that Internet use mainly affected four indicators: "life hope," "happiness," "loneliness" and "life confidence," while demonstrating no significant effect on other sub-indicators. Conclusion: According to the research, internet usage can significantly reduce the psychological depression index of the older adults and promote the formation of positive psychology. In China, digital exclusion is more prevalent in rural areas and among the less educated older adults. Public policies can be formulated to enhance internet adoption among these older adults population.
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