Evidence map›Paper›PMID 40911619›Full record

ArticlePloS one2025

Digital health literacy is linked to attitudes regarding the ethical aspects of digital health among patients with dermatologic comorbidities.

Ana Lilia Ruelas-Villavicencio, Irazú Contreras-Yáñez, Roxana Paola Gómez-Ruiz, María Clara Zagaglia Del Valle, Andrea Malagón-Liceaga, Virginia Pascual-Ramos

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Article in PloS one, 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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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.

2 · The registry

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Ana Lilia Ruelas-VillavicencioCentro Interdisciplinario de Bioética de la Universidad Panamericana (CIBUP), Mexico.ORCID https://orcid.org/0000-0002-6886-2171
Irazú Contreras-YáñezCentro Interdisciplinario de Bioética de la Universidad Panamericana (CIBUP), Mexico.
Roxana Paola Gómez-RuizDepartment of Dermatology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico.
María Clara Zagaglia Del ValleDepartment of Dermatology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico.
Andrea Malagón-LiceagaPhysiology Department, School of Medicine, Universidad Nacional Autónoma de México, Mexico.ORCID https://orcid.org/0000-0002-7617-3915
Virginia Pascual-RamosCentro Interdisciplinario de Bioética de la Universidad Panamericana (CIBUP), Mexico.ORCID https://orcid.org/0000-0002-7368-498X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionDigital health literacy (DHL), also known as eHealth literacy, refers to an individual's ability to locate, understand, evaluate, and apply health information from electronic sources to make informed health decisions. This skill is increasingly regarded as essential for navigating the modern healthcare landscape, promoting health equity, and improving health outcomes. The study objective was to establish an association between DHL and dermatologic outpatients' attitudes regarding ethical aspects of digital health. Additionally, we validated a questionnaire designed to assess these bioethical attitudes. PATIENTS AND

methodsThis cross-sectional study was performed in two phases (April 2024-December 2024). Phase-1 consisted of validating the Bioethical Attitudes toward Digital Health questionnaire (BADH). Phase-2 evaluated the association between the eHEALS (it assesses a person's ability to use digital health resources) and BADH scores. Three convenience samples of consecutive patients were used: S-1 included 46 patients who participated in a pilot testing, S-2 included 100 patients who participated in the BADH validation and S-3 included 120 patients and was used to investigate the association between DHL and bioethical attitudes. Descriptive statistics and multiple linear regression analysis were used.

resultsThe 8-item BADH was found to be feasible, valid, and reliable. The exploratory factor analysis revealed a two-factor structure, consisting of trust and privacy dimensions, which accounted for 59.8% of the total variance. This structure was subsequently validated through confirmatory factor analysis. The BADH reliability was confirmed with a Cronbach's alpha of 0.686 and ICC of 0.684 (95% CI: 0.581-0.770). A positive linear association was identified between the eHEALS and the BADH scores (β = 0.465, 95%CI: 0.218-0.450, p < 0.001). This relationship was evident with the trust dimension of the BADH (β = 0.526, 95%CI: 0.206-0.379, p < 0.001), but not with the privacy dimension.

conclusionsDHL is associated with individual moral positions regarding digital health, particularly those concerning trust. The BADH questionnaire has adequate psychometric properties.

Indexed as

Health LiteracySkin DiseasesTelemedicineAdultAgedComorbidityCross-Sectional StudiesDigital HealthFemaleHumansMaleMiddle AgedSurveys and Questionnaires

Identifiers

PMID40911619
PMCPMC12412967

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.