ArticleJournal of medical Internet research2017
Reliability and Validity of the Telephone-Based eHealth Literacy Scale Among Older Adults: Cross-Sectional Survey.
Article in Journal of medical Internet research, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers, 4 of them syntheses that pooled it.
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Who cites it
37 citing papers in PubMed, 4 syntheses or guidelines pooled it, 75 citations in OpenAlex.
- Systematic review of the measurement properties of patient-reported outcome measures (PROMs) of eHealth literacy in adult populations.Systematic reviews · 2026Pooled it
- Social Media and eHealth Literacy Among Older Adults: Systematic Literature Review.Journal of medical Internet research · 2025Pooled it
- Measuring health literacy: A systematic review and bibliometric analysis of instruments from 1993 to 2021.PloS one · 2022Pooled it
- eHealth Literacy Instruments: Systematic Review of Measurement Properties.Journal of medical Internet research · 2021Pooled it
- Reliability and Validity of the Japanese Version of the eHealth Literacy Scale in Community-Dwelling Older Adults: A Cross-Sectional Study.European journal of investigation in health, psychology and education · 2025Article
- Caregiver perceptions of healthcare barriers across traditional and digital contexts: a mixed-methods analysis.NPJ digital medicine · 2025Article
- Perceptual Discrepancies of Opioid Analgesics and Psychotropic Drugs: A Cross-Sectional Study of Korean Patients and Physicians.Journal of clinical medicine · 2025Article
- Rasch analysis of the mobile version of the eHealth literacy scale for cardiovascular disease patients.Scientific reports · 2025Article
- Psychometric Analysis of the eHealth Literacy Scale in Portuguese Older Adults (eHEALS-PT24): Instrument Development and Validation.Journal of medical Internet research · 2025Article
- Association Between Intergenerational Support, Technology Perception and Trust, and Intention to Seek Medical Care on the Internet Among Chinese Older Adults: Cross-Sectional Questionnaire Study.Journal of medical Internet research · 2025Article
- Electronic Health Literacy Scale-Web3.0 for Older Adults with Noncommunicable Diseases: Validation Study.Journal of medical Internet research · 2024Article
- Digital Technology Characteristics and Literacy Among Families With Children With Asthma: Cross-Sectional Study.JMIR pediatrics and parenting · 2023Article
- Current status and influencing factors of digital health literacy among community-dwelling older adults in Southwest China: a cross-sectional study.BMC public health · 2022Article
- Evaluating the Psychometric Properties of the eHealth Literacy Scale (eHEALS) among Polish Social Media Users.International journal of environmental research and public health · 2022Article
- Measuring Electronic Health Literacy: Development, Validation, and Test of Measurement Invariance of a Revised German Version of the eHealth Literacy Scale.Journal of medical Internet research · 2022Article
- E-health literacy in older adults: an evolutionary concept analysis.BMC medical informatics and decision making · 2022Article
- Telehealth Literacy as a Social Determinant of Health: A Novel Screening Tool to Support Vulnerable Patient Equity.Journal of Alzheimer's disease reports · 2022Article
- Research progress on digital health literacy of older adults: A scoping review.Frontiers in public health · 2022Article
- Health-promoting behaviors mediate the relationship between eHealth literacy and health-related quality of life among Chinese older adults: a cross-sectional study.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2021Article
- Psychometric Properties of the Norwegian Version of the Electronic Health Literacy Scale (eHEALS) Among Patients After Percutaneous Coronary Intervention: Cross-Sectional Validation Study.Journal of medical Internet research · 2020Article
Corrections and comments
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Authors and funding
7 authors at 5 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundOnly a handful of studies have examined reliability and validity evidence of scores produced by the 8-item eHealth literacy Scale (eHEALS) among older adults. Older adults are generally more comfortable responding to survey items when asked by a real person rather than by completing self-administered paper-and-pencil or online questionnaires. However, no studies have explored the psychometrics of this scale when administered to older adults over the telephone.
objectiveThe objective of our study was to examine the reliability and internal structure of eHEALS data collected from older adults aged 50 years or older responding to items over the telephone.
methodsRespondents (N=283) completed eHEALS as part of a cross-sectional landline telephone survey. Exploratory structural equation modeling (E-SEM) analyses examined model fit of eHEALS scores with 1-, 2-, and 3-factor structures. Subsequent analyses based on the partial credit model explored the internal structure of eHEALS data.
resultsCompared with 1- and 2-factor models, the 3-factor eHEALS structure showed the best global E-SEM model fit indices (root mean square error of approximation=.07; comparative fit index=1.0; Tucker-Lewis index=1.0). Nonetheless, the 3 factors were highly correlated (r range .36 to .65). Item analyses revealed that eHEALS items 2 through 5 were overfit to a minor degree (mean square infit/outfit values <1.0; t statistics less than -2.0), but the internal structure of Likert scale response options functioned as expected. Overfitting eHEALS items (2-5) displayed a similar degree of information for respondents at similar points on the latent continuum. Test information curves suggested that eHEALS may capture more information about older adults at the higher end of the latent continuum (ie, those with high eHealth literacy) than at the lower end of the continuum (ie, those with low eHealth literacy). Item reliability (value=.92) and item separation (value=11.31) estimates indicated that eHEALS responses were reliable and stable.
conclusionsResults support administering eHEALS over the telephone when surveying older adults regarding their use of the Internet for health information. eHEALS scores best captured 3 factors (or subscales) to measure eHealth literacy in older adults; however, statistically significant correlations between these 3 factors suggest an overarching unidimensional structure with 3 underlying dimensions. As older adults continue to use the Internet more frequently to find and evaluate health information, it will be important to consider modifying the original eHEALS to adequately measure societal shifts in online health information seeking among aging populations.
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