ArticleFrontiers in public health2022
Self-reported visual impairment and depression of middle-aged and older adults: The chain-mediating effects of internet use and social participation.
Article in Frontiers in public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.
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Who cites it
11 citing papers in PubMed, 1 synthesis or guideline pooled it, 17 citations in OpenAlex.
- Risk and protective factors associated with depressive symptoms in older adults with visual impairment: a systematic review.The Gerontologist · 2026Pooled it
- Digital and offline social participation configurations and depressive symptoms and life satisfaction among older adults in China.Frontiers in public health · 2026Article
- Relationships Among Mobile Internet Use, Social Support, and Depressive Symptoms: Prospective Cohort Study Among Community Residents.Journal of medical Internet research · 2025Article
- Article
- Depressive symptoms and its influencing factors of older people with cataracts in China: a national cross-sectional survey.Frontiers in public health · 2025Article
- Impact of dual sensory impairment on cognition in older Chinese adults: a moderated chain-mediated effect.Frontiers in public health · 2025Article
- Association Between Visual Impairment and Daily Internet Use Among Older Japanese Individuals: Cross-Sectional Questionnaire Study.JMIR formative research · 2024Article
- Association Between Daily Internet Use and Intrinsic Capacity Among Middle-Aged and Older Adults in China: Large Prospective Cohort Study.Journal of medical Internet research · 2024Article
- The effect of internet use on depressive symptoms in older adults: based on the chain mediating role of physical exercise and self-rated health.Frontiers in public health · 2024Article
- Internet use and self-rated health among Chinese older adults: the role of social engagement and social support.Frontiers in public health · 2024Article
- Factors influencing digital health literacy among older adults: a scoping review.Frontiers in public health · 2024Article
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Authors and funding
7 authors at 5 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Visual impairment (VI) is a strong predictor of depression in middle-aged and older adults. However, the underlying mechanisms and pathways have not been well characterized. The purpose of this study was to determine whether Internet use and social participation mediate the effects of self-reported VI on depression. Methods: The study used the fourth wave of cross-sectional data from the China Health and Retirement Longitudinal Study, including 19,766 Chinese adults. Depression was assessed according to the CES-D 10 International Scale. Logistic regression models were used to examine the relationship between self-reported VI and depression. While adjusting for relevant covariates, the PROCESS macro (model nos. 6 and 91) was used to assess the chain-mediating effects of Internet use and social participation. Results: A total of 17,433 respondents were included in this study. The CES-D 10 results showed that 7,327 middle-aged and older adults had depressive symptoms, of whom 39.5% were male and 10.2% were ≥75 years old. 32.1% of respondents self-reported VI. Regression analysis showed a positive association between VI and depression, while Internet use and social participation had a negative predictive effect on depression. In the mediation analysis, the social participation pathway contributed the most to the total effect, accounting for 52.69% of it. The proportion of Internet use is 37.72%. When these two mediators were considered together in the full model, they accounted for 9.58% of the total effect of VI on depression. Conclusion: Internet use and social participation were important mediators that mitigated the effects of VI on depression. Combined with previous evidence, online activities such as e-health and m-health can effectively promote disease monitoring and diagnosis, and various offline social participation activities can also play a role in regulating emotions. Therefore, Internet use and social participation factors may serve as relevant entry points for the development of intervention programs that may further improve the mental health of the visually impaired.
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