ArticleJournal of medical Internet research2022
Digital Health Literacy as a Predictor of Awareness, Engagement, and Use of a National Web-Based Personal Health Record: Population-Based Survey Study.
Article in Journal of medical Internet research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 2 of them syntheses that pooled it.
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Who cites it
30 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- eHealth Solutions for Symptom Assessment and Monitoring in Adults With Chronic Kidney Disease: A Systematic Review.Journal of clinical nursing · 2025Pooled it
- eHealth-Based Psychosocial Interventions for Adults With Insomnia: Systematic Review and Meta-analysis of Randomized Controlled Trials.Journal of medical Internet research · 2023Pooled it
- A study protocol evaluating the effectiveness of the older adult's digital health literacy (ODDHeaL) intervention.PloS one · 2026Trial
- Determinants of Behavioral Intention to Use Digital Healthcare Services: A Cross-Sectional PLS-SEM Study on the Shukhee App in Bangladesh.Health science reports · 2026Article
- Influence of Digital Literacy on Digital Health Usage Intention Among Patients With Cancer and Healthcare Providers.Journal of Korean medical science · 2026Article
- Effectiveness of virtual nurse interventions in chronic disease self-management: a systematic review of randomized controlled trials.BMC nursing · 2026Article
- Engagement with the national electronic health records by people with Parkinson's disease.Frontiers in aging neuroscience · 2026Article
- Associations between digital health literacy and health inequalities among middle-aged and older adults: an urban-rural disparity perspective.Frontiers in public health · 2026Article
- Social media landscape: a cross-sectional survey of health professionals.Rheumatology international · 2025Article
- Evaluating E-Visit Utilization and Efficacy for Oral Contraceptive Pills in a Large, Integrated Health Care System.O&G open · 2025Article
- Review
- Age-differentiated impacts of digital health literacy and anxiety syndrome on hypochondriasis during the COVID-19 pandemic in South Korea: a cross-sectional study.Journal of Korean biological nursing science · 2025Article
- Performance comparison in workflow efficiency between a remotely installed 3D workstation and an on-premises image processing workstation for dental cone-beam CT image reconstruction.Oral radiology · 2025Article
- Determinants of Digital Health Literacy: International Cross-Sectional Study.Journal of medical Internet research · 2025Article
- Harnessing an Artificial Intelligence-Based Large Language Model With Personal Health Record Capability for Personalized Information Support in Postsurgery Myocardial Infarction: Descriptive Qualitative Study.Journal of medical Internet research · 2025Article
- Variations in digital health literacy for pediatric caregivers of hospitalized children: implications for digital health equity.Journal of the American Medical Informatics Association : JAMIA · 2025Article
- Digital health literacy and sociodemographic factors among students in western Iran: a cross-sectional study.BMC medical education · 2025Article
- The Association Between the Digital Divide and Health Inequalities Among Older Adults in China: Nationally Representative Cross-Sectional Survey.Journal of medical Internet research · 2025Article
- Beyond the interface: benchmarking pediatric mobile health applications for monitoring child growth using the Mobile App Rating Scale.Frontiers in digital health · 2025Article
- Health Literacy and Acceptance of COVID-19 Preventive Measures and Vaccination in the European Union: A Scoping Review.Health literacy research and practice · 2025Article
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundWeb-based personal health records (PHRs) have the potential to improve the quality, accuracy, and timeliness of health care. However, the international uptake of web-based PHRs has been slow. Populations experiencing disadvantages are less likely to use web-based PHRs, potentially widening health inequities within and among countries.
objectiveWith limited understanding of the predictors of community uptake and use of web-based PHR, the aim of this study was to identify the predictors of awareness, engagement, and use of the Australian national web-based PHR, My Health Record (MyHR).
methodsA population-based survey of adult participants residing in regional Victoria, Australia, was conducted in 2018 using telephone interviews. Logistic regression, adjusted for age, was used to assess the relationship among digital health literacy, health literacy, and demographic characteristics, and the 3 dependent variables of MyHR: awareness, engagement, and use. Digital health literacy and health literacy were measured using multidimensional tools, using all 7 scales of the eHealth Literacy Questionnaire and 4 out of the 9 scales of the Health Literacy Questionnaire.
resultsA total of 998 responses were analyzed. Many elements of digital health literacy were strongly associated with MyHR awareness, engagement, and use. A 1-unit increase in each of the 7 eHealth Literacy Questionnaire scales was associated with a 2- to 4-fold increase in the odds of using MyHR: using technology to process health information (odds ratio [OR] 4.14, 95% CI 2.34-7.31), understanding of health concepts and language (OR 2.25, 95% CI 1.08-4.69), ability to actively engage with digital services (OR 4.44, 95% CI 2.55-7.75), feel safe and in control (OR 2.36, 95% CI 1.43-3.88), motivated to engage with digital services (OR 4.24, 95% CI 2.36-7.61), access to digital services that work (OR 2.49, 95% CI 1.32-4.69), and digital services that suit individual needs (OR 3.48, 95% CI 1.97-6.15). The Health Literacy Questionnaire scales of health care support, actively managing health, and social support were also associated with a 1- to 2-fold increase in the odds of using MyHR. Using the internet to search for health information was another strong predictor; however, older people and those with less education were less likely to use MyHR.
conclusionsThis study revealed strong and consistent patterns of association between digital health literacy and the use of a web-based PHR. The results indicate potential actions for promoting PHR uptake, including improving digital technology and skill experiences that may improve digital health literacy and willingness to engage in web-based PHR. Uptake may also be improved through more responsive digital services, strengthened health care, and better social support. A holistic approach, including targeted solutions, is needed to ensure that web-based PHR can realize its full potential to help reduce health inequities.
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