ArticleJournal of medical Internet research2020
Electronic Health Literacy in Swiss-German Parents: Cross-Sectional Study of eHealth Literacy Scale Unidimensionality.
Article in Journal of medical Internet research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 4 of them syntheses that pooled it.
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Who cites it
21 citing papers in PubMed, 4 syntheses or guidelines pooled it, 40 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
- Factors influencing digital health literacy in stroke patients based on social cognitive theory: a mixed-methods systematic review.Frontiers in public health · 2026Pooled 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
- Measuring eHealth Literacy in the European Economic Area, Switzerland, and the United Kingdom: Scoping Review.Journal of medical Internet research · 2026Article
- 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
- [Digital health literacy in Germany: current status, concepts, and challenges].Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz · 2024Review
- Structural Validation and Measurement Invariance Testing of the Chinese Version of the eHealth Literacy Scale Among Undergraduates: Cross-Sectional Study.Journal of medical Internet research · 2023Article
- eHealth literacy and socioeconomic and demographic characteristics of parents of children needing paediatric surgery in Sweden.Nursing open · 2023Article
- Digital Health Literacy During the COVID-19 Pandemic Among Health Care Providers in Resource-Limited Settings: Cross-sectional Study.JMIR nursing · 2022Article
- Translation and Validation Study of the French Version of the eHealth Literacy Scale: Web-Based Survey on a Student Population.JMIR formative research · 2022Article
- Available tools to evaluate digital health literacy and engagement with eHealth resources: A scoping review.Heliyon · 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
- Digital health literacy to share COVID-19 related information and associated factors among healthcare providers worked at COVID-19 treatment centers in Amhara region, Ethiopia: A cross-sectional survey.Informatics in medicine unlocked · 2022Article
- Digitization and Health in Germany: Cross-sectional Nationwide Survey.JMIR public health and surveillance · 2021Article
- Profile of the Users and the Most Visited Topics of a Pediatric eHealth Website.International journal of environmental research and public health · 2021Article
- Arabic Version of the Electronic Health Literacy Scale in Arabic-Speaking Individuals in Sweden: Prospective Psychometric Evaluation Study.Journal of medical Internet research · 2021Article
- Relationship Between Levels of Digital Health Literacy Based on the Taiwan Digital Health Literacy Assessment and Accurate Assessment of Online Health Information: Cross-Sectional Questionnaire Study.Journal of medical Internet research · 2020Article
- Parents' health information seeking behaviour - does the child's health status play a role?BMC family practice · 2020Article
Corrections and comments
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Authors and funding
5 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundParents often use digital media to search for information related to their children's health. As the quantity and quality of digital sources meant specifically for parents expand, parents' digital health literacy is increasingly important to process the information they retrieve. One of the earliest developed and widely used instruments to assess digital health literacy is the self-reported eHealth Literacy Scale (eHEALS). However, the eHEALS has not been psychometrically validated in a sample of parents. Given the inconsistency of the eHEALS underlying factor structure across previous reports, it is particularly important for validation to occur.
objectiveThis study aimed to determine the factor structure of the German eHEALS measure in a sample of parents by adopting classic and modern psychometric approaches. In particular, this study sought to identify the eHEALS validity as a unidimensional index as well as the viability for potential subscales.
methodsA cross-sectional design was used across two purposive sampling frames: online and paper administrations. Responses were collected between January 2018 and May 2018 from 703 Swiss-German parents. In addition to determining the sampling characteristics, we conducted exploratory factor analysis of the eHEALS by considering its ordinal structure using polychoric correlations. This analysis was performed separately for online-based and paper-based responses to examine the general factor strength of the eHEALS as a unidimensional index. Furthermore, item response theory (IRT) analyses were conducted by fitting eHEALS to a bifactor model to further inspect its unidimensionality and subscale viability.
resultsParents in both samples were predominantly mothers (622/703, 88.5%), highly educated (538/703, 76.9%), of Swiss nationality (489/703, 71.8%), and living with a partner (692/703, 98.4%). Factor analyses of the eHEALS indicated the presence of a strong general factor across both paper and online samples, and the Wilcoxon rank-sum test indicated that the eHEALS total sum score was not significantly different between the paper and online samples (P=.12). Finally, the IRT analyses indicated negligible multidimensionality, insufficient subscale reliability after accounting for the eHEALS general factor, and a reduced subset of items that could serve as a unidimensional index of the eHEALS across the paper and online samples.
conclusionsThe German eHEALS evidenced good psychometric properties in a parent-specific study sample. Factor analyses indicated a strong general factor across purposively distinct sample frames (online and paper). IRT analyses validated the eHEALS as a unidimensional index while failing to find support for subscale usage.
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