SynthesisJournal of medical Internet research2021
eHealth Literacy Instruments: Systematic Review of Measurement Properties.
Synthesis in Journal of medical Internet research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 111 papers, 10 of them syntheses that pooled it.
What it found
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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
111 citing papers in PubMed, 10 syntheses or guidelines pooled it.
- The Relation Between eHealth Literacy and Online Health Information-Seeking Behavior: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2026Pooled it
- The Association Between eHealth Literacy and Health Behaviors During and Since the COVID-19 Pandemic: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2026Pooled it
- Systematic review of the measurement properties of patient-reported outcome measures (PROMs) of eHealth literacy in adult populations.Systematic reviews · 2026Pooled it
- eHealth Literacy and Its Outcomes Among Postsecondary Students: Systematic Review.Journal of medical Internet research · 2025Pooled it
- Effectiveness of Interventions to Improve Digital Health Literacy in Forced Migrant Populations: Mixed Methods Systematic Review.Journal of medical Internet research · 2025Pooled it
- Patient-Reported Experience Measures in Adult Inpatient Settings: A Systematic Review.Journal of nursing management · 2024Pooled it
- eHealth literacy among hospital health care providers: a systematic review.BMC health services research · 2023Pooled it
- Effectiveness of telemedicine-based psychosocial intervention for breast cancer patients: a systematic review and meta-analysis.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2023Pooled it
- Diagnostic accuracy of eHealth literacy measurement tools in older adults: a systematic review.BMC geriatrics · 2023Pooled it
- The Relation Between eHealth Literacy and Health-Related Behaviors: Systematic Review and Meta-analysis.Journal of medical Internet research · 2023Pooled it
- "I Want to Spend My Time Living"-Experiences With a Digital Outpatient Service With a Mobile App for Tailored Care Among Adults With Long-Term Health Service Needs: Qualitative Study Using Thematic Analysis.Journal of medical Internet research · 2026Trial
- Impact of Face-to-Face Teaching in Addition to Electronic Learning on Personal Protective Equipment Doffing Proficiency in Student Paramedics: Randomized Controlled Trial.International journal of environmental research and public health · 2022Trial
- Artificial intelligence-related perceptions and E-health literacy among nursing students in Palestine: A cross-sectional study.PLOS digital health · 2026Article
- How Many Instruments Do We Need? Strengths, Weaknesses, and Potentials for Further Developments of Digital Health Literacy Measurement Instruments: Narrative Overview of Reviews and Content Analysis.Interactive journal of medical research · 2026Review
- Translation and Psychometric Validation of the Amharic eHealth Literacy Questionnaire: Cross-Sectional Study.Journal of medical Internet research · 2026Article
- Development of Data-Driven Models for Just-in-Time Digital Self-Management Advice to Improve Physical Functioning in Hip and Knee Osteoarthritis: Protocol for the e-cOAch Cross-Over Study.JMIR research protocols · 2026Article
- First assessment of the eHealth Literacy Questionnaire (eHLQ) among French people with chronic kidney disease.BMC nephrology · 2026Article
- Longitudinal Relationship of eHealth Literacy With Self-Management Via Self-efficacy in Individuals With Type 2 Diabetes: Autoregressive Cross-Lagged Modeling.The journal of nursing research : JNR · 2026Article
- Association Between Health Literacy and Subjective Health Perception: Analysis of a National Survey in Korea.Healthcare (Basel, Switzerland) · 2026Article
- eHealth literacy in emergency care: a scoping review.BMC health services research · 2026Article
51 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
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe internet is now a major source of health information. With the growth of internet users, eHealth literacy has emerged as a new concept for digital health care. Therefore, health professionals need to consider the eHealth literacy of consumers when providing care utilizing digital health technologies.
objectiveThis study aimed to identify currently available eHealth literacy instruments and evaluate their measurement properties to provide robust evidence to researchers and clinicians who are selecting an eHealth literacy instrument.
methodsWe conducted a systematic review and meta-analysis of self-reported eHealth literacy instruments by applying the updated COSMIN (COnsensus-based Standards for the selection of health Measurement INstruments) methodology.
resultsThis study included 7 instruments from 41 articles describing 57 psychometric studies, as identified in 4 databases (PubMed, CINAHL, Embase, and PsycInfo). No eHealth literacy instrument provided evidence for all measurement properties. The eHealth literacy scale (eHEALS) was originally developed with a single-factor structure under the definition of eHealth literacy before the rise of social media and the mobile web. That instrument was evaluated in 18 different languages and 26 countries, involving diverse populations. However, various other factor structures were exhibited: 7 types of two-factor structures, 3 types of three-factor structures, and 1 bifactor structure. The transactional eHealth literacy instrument (TeHLI) was developed to reflect the broader concept of eHealth literacy and was demonstrated to have a sufficient low-quality and very low-quality evidence for content validity (relevance, comprehensiveness, and comprehensibility) and sufficient high-quality evidence for structural validity and internal consistency; however, that instrument has rarely been evaluated.
conclusionsThe eHealth literacy scale was the most frequently investigated instrument. However, it is strongly recommended that the instrument's content be updated to reflect recent advancements in digital health technologies. In addition, the transactional eHealth literacy instrument needs improvements in content validity and further psychometric studies to increase the credibility of its synthesized evidence.
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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.