ArticleJMIR formative research2020
EHealth Literacy in UK Teenagers and Young Adults: Exploration of Predictors and Factor Structure of the eHealth Literacy Scale (eHEALS).
Article in JMIR formative research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers, 3 of them syntheses that pooled it.
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Who cites it
25 citing papers in PubMed, 3 syntheses or guidelines pooled it, 63 citations in OpenAlex.
- Factors Influencing eHealth Literacy Worldwide: Systematic Review and Meta-Analysis.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
- Assessment of electronic health literacy and its associated factors among internet -using primary health care attendees in Mansoura district, Egypt: a cross-sectional study.BMC public health · 2026Article
- Factors Associated With Digital Health Literacy in the United Kingdom: Cross-Sectional Online Survey.Journal of medical Internet research · 2026Article
- Article
- Development and Validation of a Revised Multidimensional Digital Health Literacy Scale: Secondary Analysis Using Cross-Sectional Data From the 2022 GetCheckedOnline Community Survey In British Columbia, Canada.Journal of medical Internet research · 2025Article
- Enhancing digital health literacy in adolescents: evaluation of a co-designed educational app.BMC public health · 2025Article
- eHealth Literacy and Adolescent Health in Japanese Female High School Students in Sendai: Cross-Sectional Study.JMIR pediatrics and parenting · 2025Article
- Decomposition and Comparative Analysis of Urban-Rural Disparities in eHealth Literacy Among Chinese University Students: Cross-Sectional Study.Journal of medical Internet research · 2025Article
- Psychometric Analysis of the eHealth Literacy Scale in Portuguese Older Adults (eHEALS-PT24): Instrument Development and Validation.Journal of medical Internet research · 2025Article
- Electronic Health Literacy and Self-Efficacy Among Primary and Middle School Students in China: A Moderated Mediated Analysis.Children (Basel, Switzerland) · 2024Article
- Parental Phubbing Behavior and Adolescents' Online Gaming Time: The Mediating Role of Electronic Health Literacy.Behavioral sciences (Basel, Switzerland) · 2024Article
- Developing an Educational Resource Aimed at Improving Adolescent Digital Health Literacy: Using Co-Design as Research Methodology.Journal of medical Internet research · 2024Article
- Associations between digital health literacy and health system navigating abilities among Norwegian adolescents: validating the HLSBMC public health · 2024Article
- A study on the effect of school and family environments and self-efficacy on health literacy of college students.Frontiers in public health · 2024Article
- 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
- Adolescent pursuit of health information online during the COVID-19 pandemic: The roles played by eHealth literacy and psychological distress.Global mental health (Cambridge, England) · 2023Article
- Development and psychometric evaluation of a new brief scale to measure eHealth literacy in people with type 2 diabetes.BMC nursing · 2022Article
- Adolescents' self-efficacy and digital health literacy: a cross-sectional mixed methods study.BMC public health · 2022Article
Corrections and comments
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Authors and funding
2 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIncreasingly, teenagers and young adults (TYAs) seek out health information online; however, it is not clear whether they possess electronic health (eHealth) literacy, defined as "the ability to select, appraise, and utilize good quality health information from the internet." A number of factors are included in the Lily model proposed by Norman and Skinner underpinning the development of eHealth literacy. It is important to understand which elements may influence the development of eHealth literacy in young people, as the current generation will continue to "Google it" when faced with a health problem throughout their lives.
objectiveThe objectives of this study are to explore potential factors influencing young people's eHealth literacy and explore the underlying constructs of the eHealth Literacy Scale (eHEALS) in a population of UK university students.
methodsA total of 188 undergraduate psychology students from a large UK University were recruited as an opportunity sample. Of these, 88.8% (167/188) of participants were female with a mean age of 20.13 (SD 2.16) years and the majority were White British (159/188, 84.6%). Employing a cross-sectional design TYAs completed the following measures exploring eHealth literacy (eHEALS): Irrational Health Belief Scale; Newest Vital Sign (NVS), a measure of functional health literacy; Need for Cognition Scale, a preference for effortful cognitive activity; and General Self-Efficacy (GSE) Scale, exploring personal agency and confidence. The eHEALS was also subject to exploratory factor analysis (EFA), for which in addition to the total variance explained, the scree plot, eigenvalues, and factor loadings were assessed to verify the structure.
resultseHEALS and GSE were significantly positively correlated (r=0.28, P<.001) and hierarchical linear modeling revealed GSE as the significant predictor of scores on the eHEALS (F
conclusionsThis is the first study in the UK to explore relationships between these key variables and verify the structure of the eHEALS in a TYA population in the UK. The findings that self-efficacy has a major influence firmly consolidate its status as fundamental to the development of eHealth literacy. Future studies will explore the influence of body image and the development of eHealth literacy in more diverse TYA populations.
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