ArticleJournal of medical Internet research2025
The Association Between the Digital Divide and Health Inequalities Among Older Adults in China: Nationally Representative Cross-Sectional Survey.
Article in Journal of medical Internet research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers, 1 of them a synthesis that pooled it.
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Who cites it
37 citing papers in PubMed, 1 synthesis or guideline pooled 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
- A post-discharge homecare journey map for patients with colorectal cancer living with a permanent stoma: A qualitative study.Asia-Pacific journal of oncology nursing · 2026Article
- Factors associated with help-seeking for urinary symptoms among Chinese patients with bladder cancer: A qualitative study.Asia-Pacific journal of oncology nursing · 2026Article
- Social Determinants of Digital Health Intervention Use in China: National Cross-Sectional Study.Journal of medical Internet research · 2026Article
- Data-Driven Healthy China Pathway: Evolution, Framework, and Global Implications of National Digital Health Strategic Planning.Journal of medical Internet research · 2026Article
- A Roadmap for Preventing Ageism in Healthcare: Perspectives from Slovenian Healthcare Professionals.Journal of cross-cultural gerontology · 2026Article
- The psycho-social dual-pathway perspective on healthy aging in digital age-friendly environments: longitudinal evidence from China.BMC geriatrics · 2026Article
- Thematic Mapping and Evolution of Social Media Mining in Health Research: Hybrid Bibliometric Synthesis.Journal of medical Internet research · 2026Review
- Social media use and health empowerment among Chinese adults: the critical role of eHealth literacy and community interventions.BMC psychology · 2026Article
- Development of the Windmill Model for Mapping Older Adults' Intrinsic Capacity Using Digital Twin Technology: Descriptive Qualitative Study.JMIR aging · 2026Article
- Impact of Smart Wearable Devices on Health and Health Inequality Among Older Adults: Evidence from China.Healthcare (Basel, Switzerland) · 2026Article
- Emerging Technologies and Vulnerabilities in Older Adults Without Cognitive Impairments: Systematic Review of Qualitative Evidence.Interactive journal of medical research · 2026Review
- The Relationship Between Physician Self-Disclosure and Patient Acquisition in Digital Health Markets: Cross-Sectional Study.Journal of medical Internet research · 2026Observational
- Digital divide and healthcare service utilization among older adults with chronic liver disease in China: a nationwide cross-sectional study.Scientific reports · 2026Article
- Older adults' adoption of shared service platforms outside long-term care insurance in Japan based on technology acceptance model.Frontiers in public health · 2026Article
- Guarding serenity in the digital age: mindfulness as a buffer against social media-induced psychological discomfort in older tourists.Frontiers in public health · 2026Article
- Implementation barriers and facilitators of digital health interventions for older adults with multimorbidity: a scoping review.Frontiers in public health · 2026Article
- Digital access, digital health information engagement, and self-reported preventive behavior among rural adults in Guizhou, China: media-use ecologies and cross-sectional associations.Frontiers in public health · 2026Article
- Digital engagement and physical activity patterns across Chinese populations: a secondary analysis of national survey data.Frontiers in public health · 2026Article
- Digital health equity among older adult(s): a conceptual analysis.Frontiers in public health · 2026Review
Corrections and comments
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Authors and funding
3 authors.
Funding
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Abstract
backgroundHealth inequalities among older adults become increasingly pronounced as aging progresses. In the digital era, some researchers argue that access to and use of digital technologies may contribute to or exacerbate these existing health inequalities. Conversely, other researchers believe that digital technologies can help mitigate these disparities.
objectiveThis study aimed to investigate the relationship between the digital divide and health inequality among older adults and to offer recommendations for promoting health equity.
methodsData were obtained from the 2018 and 2020 waves of the China Health and Retirement Longitudinal Study. Physical, mental, and subjective health were assessed using the Activities of Daily Living (ADL) scale, the Instrumental Activities of Daily Living scale, the Mini-Mental State Examination scale, and a 5-point self-rated health scale, respectively. The chi-square and rank sum tests were used to explore whether internet use and access were associated with health inequality status. After controlling for confounders, multiple linear regression models were used to further determine this association. Sensitivity analysis was conducted using propensity score matching, and heterogeneity was analyzed for different influencing factors.
resultsThe 2018 analysis highlighted widening health disparities among older adults due to internet access and use, with statistically significant increases in inequalities in self-rated health (3.9%), ADL score (5.8%), and cognition (7.5%). Similarly, internet use widened gaps in self-rated health (7.5%) and cognition (7.6%). Conversely, the 2020 analysis demonstrated that internet access improved health disparities among older adults, reducing gaps in self-rated health (3.8%), ADL score (2.1%), instrumental ADL score (3.5%), and cognition (7.5%), with significant results, except for ADL. Internet use also narrowed disparities, with significant effects on self-rated health (4.8%) and cognition (12.8%). The robustness of the results was confirmed through propensity score-matching paired tests. In addition, the study found heterogeneity in the effects of internet access and use on health inequalities among older adults, depending on sex, age, education, and region.
conclusionsThe impact of internet access and use on health inequalities among older adults showed different trends in 2018 and 2020. These findings underscore the importance of addressing the challenges and barriers to internet use among older adults, particularly during the early stages of digital adoption. It is recommended to promote equitable access to the health benefits of the internet through policy interventions, social support, and technological advancements.
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