ArticlePreventive medicine reports2024
Electronic health Literacy gaps among adults with diabetes in the United States: Role of socioeconomic and demographic factors.
Article in Preventive medicine reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.
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Who cites it
14 citing papers in PubMed, 1 synthesis or guideline pooled it.
- eHealth Literacy and Type 2 Diabetes Prevention Among At-Risk Populations: Mechanistic Systematic Review Using Theory-Driven Thematic Analysis.Journal of medical Internet research · 2026Pooled it
- Review
- Personalized Digital Health Solutions to Increasing Diabetes-Related Knowledge and Behavioral Outcomes: Results From a Randomized Controlled Trial.JMIR diabetes · 2026Article
- AI-Guided Remission: Protocol for a Conversational Agent (Chatbot) for Dosing Activity and Footwear Progression After Diabetic Limb Reconstruction.Sensors (Basel, Switzerland) · 2026Article
- Digital health literacy as mediator between language preference and telehealth use among Latinos in the United States.Journal of the American Medical Informatics Association : JAMIA · 2026Article
- Health Behavior Protection Motivation and eHealth Literacy in Type 2 Diabetes Patients: A Cross-Sectional Study.Journal of multidisciplinary healthcare · 2026Article
- Gamified Optimized Diabetes Management With Artificial Intelligence-Powered Rural Telehealth Intervention (GODART): Protocol for an Optimization Pilot and Feasibility Trial.JMIR research protocols · 2025Article
- Hybrid closed-loop systems in UK type 1 diabetes care: National survey of healthcare professional awareness, confidence, and training needs.Diabetes, obesity & metabolism · 2025Article
- Ethnicity and socioeconomic status do not influence glycaemic outcomes of a tubeless hybrid closed-loop system (Omnipod® 5) in adults with type 1 diabetes.Diabetes, obesity & metabolism · 2025Observational
- Health Self-Management Behaviors as a Bridge Between Electronic Health Literacy and Health-Related Quality of Life: Cross-Sectional Study From China.Journal of medical Internet research · 2025Article
- Social and Structural Determinants of Lower Extremity Amputations in Diabetes.Current diabetes reports · 2025Review
- Article
- Impact of Socioeconomic Deprivation on Access to Diabetes Technology in Children With Type 1 Diabetes Mellitus.Cureus · 2025Article
- Latent profile analysis of electronic health literacy and its impact on health promoting lifestyles among maintenance hemodialysis patients.Frontiers in public health · 2025Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Digital health technologies hold promises for enhancing healthcare and self-management in diabetes. However, disparities in Electronic Health Literacy (EHL) exist among diabetes populations. This study investigates EHL trends and demographic differences among adults with diabetes in the United States from 2011 to 2018. Methods: We analyzed data from the 2011-2018 National Health Interview Study (NHIS) on 27,096 adults with diabetes. The primary outcome was EHL, determined by responses to internet usage questions. Trends in EHL were assessed using the Rao Scott Chi-Square Test. Multivariate logistic regression was used to investigate the association between EHL and various comorbidities, socioeconomic and demographic subgroups. Results: Analytic sample (N = 27,096) represents 10.6 million adults (mean age 62.3, 52.5 % Females) in the USA surveyed between 2011 and 2018. The mean rate of EHL was 38.9 % and trended upward from 35.3 % to 46.8 % over the 2011-2018 period. In a fully adjusted logistic regression model, multiple socioeconomic factors were associated with EHL. Age was inversely associated with odds of EHL (aOR 0.95, 95 % CI: 0.95-0.95). Black individuals had lower odds of EHL compared to Whites (aOR 0.63, 95 % CI: 0.56-0.71). Low-income (<100 % and 100-200 % of federal poverty limit) were negatively associated with EHL. Furthermore, limited English proficiency was associated with lower odds of EHL (aOR 0.29, 95 % CI: 0.22-0.38). Conclusion: The study identified ongoing disparities in EHL among adults with diabetes based on age, race/ethnicity, income, and language proficiency, highlighting the need for targeted interventions to improve digital health access for all.
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