ArticleFrontiers in public health2026
Migration status and internet use: gender differences in mental health among rural older adults in China.
Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
2 citing papers in PubMed.
- Smart device ownership and depressive symptoms among older adults: evidence from China.Frontiers in public health · 2026Article
- The dual effects of social capital on mental health: a study of structural and cognitive dimensions among the floating older adults in China.Frontiers in public health · 2026Article
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Authors and funding
6 authors.
Funding
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Abstract
Background: A study was conducted to examine the impact of Internet use on the mental health of male and female older adults with different migration statuses living in rural China. Methods: Data came from the China Family Panel Studies (CFPS) 2020. The propensity score matching method was adopted to analyze the effect of Internet use on mental health of rural older adults as a function of migration status and gender. Results: Our findings indicated a progressive decline in depressive symptoms and a corresponding increase in mental well-being among older migrants, left-behind older adults, and those without migrant children. Furthermore, the mental health benefits associated with Internet use increased alongside this improvement. Importantly, older migrant women derived fewer mental health benefits from Internet use than their male counterparts, as did left-behind older women relative to men in the same cohort. Conclusion: Since the mental health of the older migrants was worse than that of left-behind older adults or those without migrant children, and older migrant women derived fewer mental health benefits from Internet use than their male counterparts, it is necessary to pay more attention to rural older migrants, especially older women, to improve their willingness and ability to use the Internet.
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Registered trials
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