ArticleJournal of medical Internet research2017
The Digital Divide and Health Disparities in China: Evidence From a National Survey and Policy Implications.
Article in Journal of medical Internet research, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 113 papers.
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Who cites it
113 citing papers in PubMed.
- Effect of a WeChat-Based Hybrid Intervention on the Adaptation Outcomes of People Living With HIV/AIDS: Pilot Randomized Controlled Trial.Journal of medical Internet research · 2025Trial
- Efficacy of Internet-Based Cognitive Behavioral Therapy for Subthreshold Depression Among Older Adults in Institutional Long-Term Care Settings: Pragmatic Randomized Controlled Trial.Journal of medical Internet research · 2024Trial
- Effects of a WeChat-based multimodal psychoeducational intervention on psychological well-being and quality of life in acute leukaemia patients in China: a randomised controlled trial.Journal of cancer survivorship : research and practice · 2022Trial
- Dose-Response Effects of Patient Engagement on Health Outcomes in an mHealth Intervention: Secondary Analysis of a Randomized Controlled Trial.JMIR mHealth and uHealth · 2022Trial
- Effect of a WeChat-Based Intervention (Run4Love) on Depressive Symptoms Among People Living With HIV in China: A Randomized Controlled Trial.Journal of medical Internet research · 2020Trial
- Run4Love, a mHealth (WeChat-based) intervention to improve mental health of people living with HIV: a randomized controlled trial protocol.BMC public health · 2018Trial
- Digital and Out-of-Facility Care-Seeking Pathways After Acute Respiratory Infection Symptoms in China: Multicity Population-Based Cross-Sectional Study.Journal of medical Internet research · 2026Article
- "I know a little, but I can't do more": a COM-B-based qualitative study of CPAP use and sleep behaviour change among hospitalised patients with COMISA in China.BMC pulmonary medicine · 2026Article
- Social Determinants of Digital Health Intervention Use in China: National Cross-Sectional Study.Journal of medical Internet research · 2026Article
- Parental perspectives and willingness towards digital paediatric research: a cross-sectional survey in two Chinese cities.BMJ open · 2026Article
- Economic evaluation of telemedicine-based integrated management of atrial fibrillation in rural China: a modeling analysis.NPJ digital medicine · 2026Article
- Geographical Disparities in Accessing and Utilizing Digital Health and Strategies to Mitigate These Disparities: A Literature Review.Health science reports · 2026Article
- Broadband Access, Internet Use, and General Cognition in Middle-Aged and Older Adults: Longitudinal Study.JMIR aging · 2026Article
- Impact of Smart Wearable Devices on Health and Health Inequality Among Older Adults: Evidence from China.Healthcare (Basel, Switzerland) · 2026Article
- Independent and joint associations of depressive symptoms and social isolation on trajectories of functional disability among middle-aged and older adults.Archives of public health = Archives belges de sante publique · 2026Article
- Intelligent living environments and older adults' health outcomes: roles of social support and self-efficacy.BMC public health · 2026Article
- Digital divide and healthcare service utilization among older adults with chronic liver disease in China: a nationwide cross-sectional study.Scientific reports · 2026Article
- Digital development and health in China: a serial pathway model through internet use and physical exercise in repeated cross-sectional surveys.Frontiers in public health · 2026Article
- From access to capability: digital literacy and health inequality in contemporary China.Frontiers in public health · 2026Article
- Cross-sectional Study on Health-seeking Behavior and Barriers to Perceived Usability of Medication Tracker among Middle-aged Adults in a Community in Marikina City.Acta medica Philippina · 2026Article
53 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe digital divide persists despite broad accessibility of mobile tools. The relationship between the digital divide and health disparities reflects social status in terms of access to resources and health outcomes; however, data on this relationship are limited from developing countries such as China.
objectiveThe aim of this study was to examine the current rates of access to mobile tools (Internet use and mobile phone ownership) among older Chinese individuals (aged ≥45 years), the predictors of access at individual and community levels, and the relationship between access to mobile tools and health outcomes.
methodsWe drew cross-sectional data from a national representative survey, the China Health and Retirement Longitudinal Study (CHARLS), which focused on the older population (aged ≥45 years). We used two-level mixed logistic regression models, controlling for unobserved heterogeneity at the community and individual levels for data analysis. In addition to individual-level socioeconomic status (SES), we included community-level resources such as neighborhood amenities, health care facilities, and community organizations. Health outcomes were measured by self-reported health and absence of disability based on validated scales.
resultsAmong the 18,215 participants, 6.51% had used the Internet in the past month, and 83% owned a mobile phone. In the multivariate models, Internet use was strongly associated with SES, rural or urban residence, neighborhood amenities, community resources, and geographic region. Mobile phone ownership was strongly associated with SES and rural/urban residence but not so much with neighborhood amenities and community resources. Internet use was a significant predictor of self-reported health status, and mobile phone ownership was significantly associated with having disability even after controlling for potential confounders at the individual and community levels.
conclusionsThis study is one of the first to examine digital divide and its relationship with health disparities in China. The data showed a significant digital divide in China, especially in the older population. Internet access is still limited to people with higher SES; however, the mobile phone has been adopted by the general population. The digital divide is associated with not only individual SES but also community resources. Future electronic health (eHealth) programs need to consider the accessibility of mobile tools and develop culturally appropriate programs for various social groups.
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