ReviewInteractive journal of medical research2024
Digital Health Literacy and Its Association With Sociodemographic Characteristics, Health Resource Use, and Health Outcomes: Rapid Review.
Review in Interactive journal of medical research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 72 papers, 4 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
72 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Determinants and Health Outcomes of Digital Health Literacy in Patients With Cardiovascular Disease: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2026Pooled it
- The current status and influencing factors of medication literacy among patients with cardiovascular diseases: a systematic review and meta-analysis.Frontiers in pharmacology · 2026Pooled it
- Digital Health Literacy in Patients With Common Chronic Diseases: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2025Pooled it
- Vitamin supplementation and its effect on incident type 1 diabetes mellitus and islet autoimmunity: a systematic review and meta-analysis.Frontiers in immunology · 2025Pooled 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
- Built Environment, Community Safety, and Diabetes in the Deep South: A County Level Geospatial Analysis.Journal of racial and ethnic health disparities · 2026Article
- Evaluation of a Digital Food and Nutrition Literacy Survey to Support Improvements in Diet Quality.Current developments in nutrition · 2026Article
- Current Status and Associated Factors of Technophobia Toward Digital Health Technologies Among Older Patients With Stroke: Mixed Methods Study.Journal of medical Internet research · 2026Article
- Association Between Parental eHealth Literacy and Self-Reported Child Heat-Protection Practices: A Cross-Sectional Study in Türkiye.Healthcare (Basel, Switzerland) · 2026Article
- Association Between E-Health Literacy and OGTT Status at Study Enrollment Among Pregnant Women.Healthcare (Basel, Switzerland) · 2026Article
- Digital Divide Among U.S. Adults with and without Cancer: Prevalence and Associated Factors.Journal of cancer education : the official journal of the American Association for Cancer Education · 2026Article
- Cyberspace Supplementary Health Services and Patient Loyalty: The Role of Patient Experience in Saudi Arabia.Healthcare (Basel, Switzerland) · 2026Article
- Observational
- Integrating AI-Powered Chatbots Into Patient Education From the Perspectives of Patients, Caregivers, and Nurses: Qualitative Study.Journal of medical Internet research · 2026Article
- Health Literacy and Oral Health Behaviors Among Dental Medicine Students: A Cross-Sectional Study.Dentistry journal · 2026Article
- Health-Related Digital Engagement and Incident Stroke Among Older Adults: Prospective Cohort Study.Journal of medical Internet research · 2026Article
- Internet use for pregnancy-related information and its correlates among women attending antenatal care in Mogadishu, Somalia.PLOS digital health · 2026Article
- Review
- Cancer Education in the Age of TikTok and Social Media: Opportunity or Misinformation?Journal of cancer education : the official journal of the American Association for Cancer Education · 2026Article
- Explainability and Human Oversight for AI-Generated Exercise Guidance in Digital Healthcare: A Governance-Oriented Narrative Review.Healthcare (Basel, Switzerland) · 2026Review
12 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDigital health literacy has emerged as a critical skill set to navigate the digital age.
objectiveThis review sought to broadly summarize the literature on associations between digital health literacy and (1) sociodemographic characteristics, (2) health resource use, and (3) health outcomes in the general population, patient groups, or parent or caregiver groups.
methodsA rapid review of literature published between January 2016 and May 2022 was conducted through a search of 4 web-based databases. Articles were included on the basis of the following keywords: "measured digital health literacy," "digital literacy," "ehealth literacy," "e-health literacy," "electronic health literacy," or "internet health literacy" in adult populations; participants were from countries where English was the primary language; studies had to be cross-sectional, longitudinal, prospective, or retrospective, and published in English.
resultsThirty-six articles met the inclusion criteria. Evidence on the associations between digital health literacy and sociodemographic characteristics varied (27/36, 75% included studies), with higher education (16/21, 76.2% studies that examined the association) and younger age (12/21, 57.1% studies) tending to predict higher digital health literacy; however, other studies found no associations. No differences between genders were found across the majority of studies. Evidence across ethnic groups was too limited to draw conclusions; some studies showed that those from racial and ethnic minority groups had higher digital health literacy than White individuals, while other studies showed no associations. Higher digital health literacy was associated with digital health resource use in the majority of studies (20/36, 55.6%) that examined this relationship. In addition, higher digital health literacy was also associated with health outcomes across 3 areas (psychosocial outcomes; chronic disease and health management behaviors; and physical outcomes) across 17 included studies (17/36, 47.2%) that explored these relationships. However, not all studies on the relationship among digital health literacy and health resource use and health outcomes were in the expected direction.
conclusionsThe review presents mixed results regarding the relationship between digital health literacy and sociodemographic characteristics, although studies broadly found that increased digital health literacy was positively associated with improved health outcomes and behaviors. Further investigations of digital health literacy on chronic disease outcomes are needed, particularly across diverse groups. Empowering individuals with the skills to critically access and appraise reliable health information on digital platforms and devices is critical, given emerging evidence that suggests that those with low digital health literacy seek health information from unreliable sources. Identifying cost-effective strategies to rapidly assess and enhance digital health literacy capacities across community settings thus warrants continued investigation.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.