ArticleInternational journal for equity in health2024
Associations between digital literacy, health literacy, and digital health behaviors among rural residents: evidence from Zhejiang, China.
Article in International journal for equity in health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 58 papers, 2 of them syntheses that pooled it.
What it found
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Who cites it
58 citing papers in PubMed, 2 syntheses or guidelines pooled it, 70 citations in OpenAlex.
- Monitoring and evaluation instruments of individual health in community settings: a scoping review.Archives of public health = Archives belges de sante publique · 2026Pooled it
- Enhancing patient knowledge and behaviour through digital health communication: a systematic review and random-effects meta-analysis of mobile, web-based, social media, telehealth, and AI-enabled interventions.Frontiers in public health · 2026Pooled it
- WhatsApp-Supported Teledentistry to Reinforce Oral Health Promotion Among Older Adults Residing in Rural and Urban Areas: Randomized Controlled Trial.JMIR mHealth and uHealth · 2026Trial
- "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
- Health Literacy and Oral Health Behaviors Among Dental Medicine Students: A Cross-Sectional Study.Dentistry journal · 2026Article
- Health equity and public acceptance of large language models in healthcare in China: A national population-based survey.PLOS digital health · 2026Article
- The association between health literacy and out-of-pocket health expenditure: exploring heterogeneity by chronic disease in Zhejiang, China.International journal for equity in health · 2026Article
- Caregivers' knowledge, attitudes and practices regarding sleep care for 0-3 year-old children: a cross-sectional study.BMC pediatrics · 2026Article
- Digital Engagement and Health Behaviors Among Village Health Volunteers in Southern Thailand: A Cross-Sectional Study.International journal of environmental research and public health · 2026Article
- Empowerment or Exposure? Digital Literacy and the Vulnerabilities of Trust in Strangers Among Older Adults: Evidence from China.Behavioral sciences (Basel, Switzerland) · 2026Article
- Exploring e-health literacy levels among Turkish women diagnosed with breast cancer: a cross-sectional study.BMC public health · 2026Article
- Health Misinformation in Ethiopia: Myths, Media Dynamics, Public Response, and Policy Implications: A Narrative Review.Public health challenges · 2026Review
- Blockchain-Based Mobile App for Digital Identification of Older Adults in Rural Peru: Design and Usability Evaluation Study.JMIR rehabilitation and assistive technologies · 2026Article
- Beyond functional utility: ethical stewardship as a driver of digital healthcare platform adoption in low-resource settings.International journal for equity in health · 2026Article
- The role of digitalization in health decisions: family and intergenerational perspective.BMC public health · 2026Article
- Digital Health Engagement Regarding Lumbar Disc Herniation in Terms of Exercise Adherence: Integrating Variable-Centered and Person-Centered Perspectives.Patient preference and adherence · 2026Article
- Predictors of health literacy among older adults with hypertension in Bali, Indonesia: A cross-sectional study.Belitung nursing journal · 2026Article
- Association between hypertension and dietary inflammatory index among adults: a cross-sectional study in Hainan, China.Frontiers in nutrition · 2026Article
- Analysis of patient activation and its influencing factors among Chinese rural older adults with chronic multimorbidity.Frontiers in public health · 2026Observational
- Political ideology, sociodemographic factors, and social media health information engagement among U.S. adults: evidence from HINTS 2024.Frontiers in digital health · 2026Article
Corrections and comments
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
Abstract
objectiveWithin the digital society, the limited proficiency in digital health behaviors among rural residents has emerged as a significant factor intensifying health disparities between urban and rural areas. Addressing this issue, enhancing the digital literacy and health literacy of rural residents stands out as a crucial strategy. This study aims to investigate the relationship between digital literacy, health literacy, and the digital health behaviors of rural residents.
methodsInitially, we developed measurement instruments aimed at assessing the levels of digital literacy and health literacy among rural residents. Subsequently, leveraging micro survey data, we conducted assessments on the digital literacy and health literacy of 968 residents in five administrative villages in Zhejiang Province, China. Building upon this foundation, we employed Probit and Poisson models to empirically scrutinize the influence of digital literacy, health literacy, and their interaction on the manifestation of digital health behaviors within the rural population. This analysis was conducted from a dual perspective, evaluating the participation of digital health behaviors among rural residents and the diversity to which they participate in such behaviors.
resultsDigital literacy exhibited a notably positive influence on both the participation and diversity of digital health behaviors among rural residents. While health literacy did not emerge as a predictor for the occurrence of digital health behavior, it exerted a substantial positive impact on the diversity of digital health behaviors in the rural population. There were significant interaction effects between digital literacy and health literacy concerning the participation and diversity of digital health behaviors among rural residents. These findings remained robust even after implementing the instrumental variable method to address endogeneity issues. Furthermore, the outcomes of robust analysis and heterogeneity analysis further fortify the steadfastness of the aforementioned conclusions.
conclusionThe findings suggest that policymakers should implement targeted measures aimed at enhancing digital literacy and health literacy among rural residents. This approach is crucial for improving rural residents' access to digital health services, thereby mitigating urban-rural health inequality.
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Registered trials
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