Defining digital health literacy profiles in Spanish adults: a latent class analysis

Abstract Background According to different reports, Spain is among the European countries that use digital health technologies the most. However, to develop inclusive and fair digital health services, there is the need to feature digital health knowledge, skills, confidence, and a positive attitude about their significance. This work aims to draw a picture of digital health literacy levels in Spain. Methods A stratified sample of the Spanish population regarding gender, age group and area of residence was used. Participants were recruited from an online panel and by direct approach to balance quotas. Between May 2021- May 2022, participants filled a self-administered online survey, including the Spanish version of the eHealth Literacy Questionnaire (eHLQ) and the eHealth Literacy Scale (eHEALS). Results Digital health literacy showed similar mean scores, between 2.6-2.7 out of 5 with similar SD on each of the 7 dimensions of the eHLQ. The highest scores were related to knowledge about filling data in digital health services and knowledge about health and how the body works, and feelings about the usefulness of digital technology for health. In contrast, lower scores were related to sharing health information by technology, thinking that using technology gives access to better health services, and the possibility to contact usual health professionals with technology. Latent profile analysis identified 5 user profiles. Significant differences were found according to age, inhabitants per municipality, technology use, self-perceived health status, educational level, socioeconomic index and eHEALS scores; not by gender. Conclusions As the scores are similar in the different subscales, competencies, attitudes and confidence in digital health that they measure are balanced. However, the main challenge appears in granting users access to digital services that work, which involves the definition and monitoring of strategies until the final implementation. Key messages • Digital Health literacy in Spain differs according to different aspects, not only age, educational or socioeconomic level. • Confidence in usefulness is a common denominator among the five digital health service user profiles identified.

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Journal
European Journal of Public Health
Published
2024-10-28
DOI
https://doi.org/10.1093/eurpub/ckae144.1682
Primary Topic
Health Literacy and Information Accessibility
Type
article
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article

Defining digital health literacy profiles in Spanish adults: a latent class analysis

Pilar Bas‐Sarmiento, Eulàlia Hernández Encuentra, Juan Luis González-Caballero, Martina Fernández‐Gutiérrez et al.
European Journal of Public Health
Health Literacy and Information Accessibility
article

Defining digital health literacy profiles in Spanish adults: a latent class analysis

Pilar Bas‐Sarmiento, Eulàlia Hernández Encuentra, Juan Luis González-Caballero, Martina Fernández‐Gutiérrez, Ilaria Montagni
article en

Abstract

Abstract Background According to different reports, Spain is among the European countries that use digital health technologies the most. However, to develop inclusive and fair digital health services, there is the need to feature digital health knowledge, skills, confidence, and a positive attitude about their significance. This work aims to draw a picture of digital health literacy levels in Spain. Methods A stratified sample of the Spanish population regarding gender, age group and area of residence was used. Participants were recruited from an online panel and by direct approach to balance quotas. Between May 2021- May 2022, participants filled a self-administered online survey, including the Spanish version of the eHealth Literacy Questionnaire (eHLQ) and the eHealth Literacy Scale (eHEALS). Results Digital health literacy showed similar mean scores, between 2.6-2.7 out of 5 with similar SD on each of the 7 dimensions of the eHLQ. The highest scores were related to knowledge about filling data in digital health services and knowledge about health and how the body works, and feelings about the usefulness of digital technology for health. In contrast, lower scores were related to sharing health information by technology, thinking that using technology gives access to better health services, and the possibility to contact usual health professionals with technology. Latent profile analysis identified 5 user profiles. Significant differences were found according to age, inhabitants per municipality, technology use, self-perceived health status, educational level, socioeconomic index and eHEALS scores; not by gender. Conclusions As the scores are similar in the different subscales, competencies, attitudes and confidence in digital health that they measure are balanced. However, the main challenge appears in granting users access to digital services that work, which involves the definition and monitoring of strategies until the final implementation. Key messages • Digital Health literacy in Spain differs according to different aspects, not only age, educational or socioeconomic level. • Confidence in usefulness is a common denominator among the five digital health service user profiles identified.

European Journal of Public HealthVol. 34(Supplement_3)
Universitat Oberta de Catalunya (ES), Université de Bordeaux (FR), Universidad de Cádiz (ES), Bordeaux Population Health (FR), Biomedical Research and Innovation Institute of Cadiz (ES), Institute for Sustainable Development (ET), Institut de Recherche et d’Innovation (FR), Instituto de Investigación Biomédica de A Coruña (ES)
Quality Education
Openalex Percentile: Top 67%
Health Literacy and Information Accessibility
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