Evidence map›Paper›PMID 41035704›Full record

ArticleClinical practice and epidemiology in mental health : CP & EMH2025

Assessment of eHealth Literacy in Healthcare Service Users: Construction and Validation of a Measurement Instrument.

Juan Morales, César Augusto Eguia

Abstract read
In one paragraph

Article in Clinical practice and epidemiology in mental health : CP & EMH, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

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4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Juan MoralesUniversity of Sciences and Humanities (UCH), e-Health Research Center, Lima, Peru.ORCID https://orcid.org/0000-0002-4837-2079
César Augusto EguiaUniversity of Sciences and Humanities (UCH), Faculty of Health Sciences, Lima, Peru.ORCID https://orcid.org/0000-0002-6499-9971

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: eHealth literacy is influenced by Internet access and is associated with health status. The aim of this study was to develop and validate an instrument called eHealth-Much to measure eHealth literacy in users of healthcare services. Methods: An instrumental research design was used. Content validity was assessed by expert judgment and quantified using Aiken's V coefficient. A polychoric correlation matrix was used for the items. Sample adequacy was assessed through the Kaiser-Meyer-Olkin (KMO) index and Bartlett's test of sphericity before conducting exploratory factor analysis (EFA). The EFA was conducted using the Weighted Least Squares (WLS) extraction method with Oblimin rotation. Reliability was assessed using Cronbach's Alpha (α) and McDonald's Omega (ω) coefficients. Results: Twelve experts from five different countries participated in the content validation process, obtaining a V coefficient of 0.93 (95% CI: 0.79-0.97). A total of 1,068 health service users of both sexes participated in the construct validity testing. The median age was 32 years (IQR: 13, Q1: 26, Q3: 39; Min: 17, Max: 78). The KMO index was 0.92 (Bartlett's test, p < 0.001). The EFA suggested four factors labeled "Digital Literacy" (WLS1), "Digital Self-Management" (WLS4), "Digital Skill" (WLS3), and "Scientific Empowerment" (WLS2), which together explained 59.3% of the total variance. The reliability coefficients obtained were 0.86 for Cronbach's alpha and 0.90 for McDonald's omega. Percentile ranks and normative scores were also established for the sample. Discussion: The factorial structure obtained theoretically supports the multidimensionality of the construct, aligning with previous models of digital health literacy. Conclusion: The scale demonstrates adequate levels of validity and reliability. It may be considered a viable option for use in both primary care settings and hospital environments. Further studies are recommended to expand the psychometric analysis.

Indexed as

Digital HealthHealth LiteracyHealth ServicesPatientsPeruSurveys and Questionnaires

Identifiers

PMID41035704
PMCPMC12481596

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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 Socratic graph.