ArticleJournal of medical Internet research2023
Multidimensional Internet Use, Social Participation, and Depression Among Middle-Aged and Elderly Chinese Individuals: Nationwide Cross-Sectional Study.
Article in Journal of medical Internet research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 58 papers.
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Who cites it
58 citing papers in PubMed.
- Article
- How Does Internet Use Affect Mental Health of Rural Residents? The Mediating Role of the Neighborhood Social Environment.Behavioral sciences (Basel, Switzerland) · 2026Article
- Effects of sarcopenic obesity on depressive symptoms and their trajectories: findings from the CHARLS 2011-2020.Social psychiatry and psychiatric epidemiology · 2026Article
- Associations between depressive symptoms, activity of daily living, and falls/severe falls: evidence from two prospective longitudinal studies.Social psychiatry and psychiatric epidemiology · 2026Article
- Changes in Sarcopenia and Incident Depression in Prospective Cohorts.Journal of clinical medicine · 2026Article
- Mapping the Use of Information and Communication Technologies in Health Interventions for Older Adults: A Rapid Review.Journal of cross-cultural gerontology · 2026Review
- Sleep duration, depression, and cognitive function among older adults in China: A longitudinal cohort study.Preventive medicine reports · 2026Article
- The Effect of Internet Use on Older Adults' Executive Function: The Chain Mediation Effect of Social Participation and Loneliness.Healthcare (Basel, Switzerland) · 2026Article
- Article
- Digital Engagement and Cognitive Function Among Older Adults in China: Cross-Sectional Questionnaire Study and Moderated Mediation Model Analysis.Journal of medical Internet research · 2026Article
- The relationships between perceived ICT convenience patterns, attitudes toward aging, and multidimensional health outcomes among older adults.Frontiers in public health · 2026Article
- Mobile internet use, physical exercise and depression levels: mediating mechanism and empirical evidence.Frontiers in public health · 2026Article
- Incontinence and cognitive function in Chinese old adults: multiple mediating effects of social participation and depressive symptoms.Frontiers in public health · 2026Article
- Article
- Urban-rural disparities in education's mediating role between digital engagement and depression among Chinese older adults.Frontiers in public health · 2026Article
- The relationship between post-traumatic growth and social participation in patients receiving maintenance dialysis: cross-lagged analysis of two waves.Health psychology and behavioral medicine · 2026Article
- The relationship between Tai Chi practice, Psychological Resilience, and depression in older adults: an integrated study of mediation and network analysis.Frontiers in public health · 2026Article
- The relationship between arthritis and mild cognitive impairment in different obese metabolic heterogeneity populations-the mediating role of depression.Frontiers in nutrition · 2026Article
- Article
- The impact of Internet usage on cognitive impairment among Chinese older people: a social participation perspective.BMC geriatrics · 2025Article
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4 authors.
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Abstract
backgroundThere is growing evidence that the internet has beneficial effects on the mental health of middle-aged and older people (≥45 years), but the evidence is inconclusive, and the underlying mechanisms are less known.
objectiveThis study aims to explore the relationship between multidimensional (devices, frequency, and purpose) internet use and depression in middle-aged and elderly Chinese, as well as the mediating effect of social participation. Moreover, this study will explore the moderating effect of the regional informatization development level (RIDL) on the relationships between individual internet use, social participation, and depression.
methodsData on 17,676 participants aged 45 years or older were obtained from the China Health and Retirement Longitudinal Study (CHARLS) 2018 data set. The 10-item Center for Epidemiologic Studies Depression Scale (CES-D-10) was used to identify the presence of depression. Logistic regression was used to explore the relationship between each dimension of internet use and depression. Multiple linear regression was used to explore the mediating effect of social participation and the moderating effect of the RIDL.
resultsThe results showed that 28.33% (5008/17,676) of the total population had depression. In terms of regional subgroups, respondents living in the western region exhibited the highest proportion of depression (2041/5884, 34.69%). Internet use was negatively associated with depression (odds ratio 0.613, 95% CI 0.542-0.692; P<.001). Various dimensions of internet use positively contributed to individual social participation and reduced individual depression (devices: β=-.170, 95% CI -0.209 to -0.127; frequency: β=-.065, 95% CI -0.081 to -0.047; and purpose: β=-.043, 95% CI -0.053 to -0.031). In addition, the RIDL weakened the relationship between individual-level internet use and social participation (internet use: F
conclusionsThis study found that different dimensions of internet use are associated with lower levels of depression. Social participation partially mediates the association between multidimensional internet use and depression in the eastern, central, and western regions, respectively. Additionally, the RIDL helps individuals further their internet use and social participation, reducing the impact of depression. However, this effect weakens sequentially from the western region to the central region and then to the eastern region.
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