HLS19-DIGI - a new instrument for measuring digital health literacy: development, validation and associations with determinants and health outcomes in 13 countries

. 2025 ; 13 () : 1472706. [epub] 20250320

Jazyk angličtina Země Švýcarsko Médium electronic-ecollection

Typ dokumentu časopisecké články, validační studie

Perzistentní odkaz   https://www.medvik.cz/link/pmid40182520

INTRODUCTION: Digital health information sources are playing an increasingly prominent role in health promotion, public health and in healthcare systems. Consequently, digital health literacy skills are likewise becoming increasingly important. METHODS: Using a concept validation approach, the aim of the study was to validate a digital health literacy measure applied in the European Health Literacy Survey 2019-2021 (HLS19) of the WHO M-POHL Network, analyzing data from 28,057 respondents from 13 European countries. RESULTS: The scale displayed high internal consistency. Confirmatory factor analysis (CFA) strengthened the hypothesized one-factor structure. In most countries, the data displayed acceptable fit to the unidimensional Rasch partial credit model (PCM). Pearson correlation with a measure of general health literacy showed sufficient discriminant validity, and a social gradient was found. Testing for predictive validity showed that the scale score predicts health-related outcomes. DISCUSSION: The study shows that considerable proportions of the general adult populations across countries in Europe have limited DHL skills. The level of DHL has direct potential consequences for some forms of health service utilization, in some countries. Implications of the study include recommendations for improving digital health literacy, promoting organizational health literacy and quality assurance for digital health information and resources.

Aix Marseille University APHM INSERM IRD ISSPAM SESSTIM Cancer Biomedicine and Society Group Marseille France

Careum Foundation Careum Center for Health Literacy Zurich Switzerland

Careum School of Health Kalaidos University of Applied Sciences Zurich Switzerland

Católica Research Centre for Psychological Family and Social Well Being Universidade Católica Portuguesa Lisbon Portugal

Communication Unit National Institute of Public Health Ljubljana Slovenia

Competence Centre Health Promotion and Healthcare Austrian National Public Health Institute Vienna Austria

Czech Health Literacy Institute Prague Czechia

Department of Community Health The Norwegian Directorate of Health Oslo Norway

Department of Health and Nursing Sciences Faculty of Social and Health Sciences University of Inland Norway Elverum Norway

Department of Health Dublin Ireland

Department of Health Education and Promotion Clalit Health Services Tel Aviv Israel

Department of Nursing and Health Promotion Faculty of Health Sciences Oslo Metropolitan University Oslo Norway

Department of Public Health and Epidemiology Faculty of Medicine University of Debrecen Debrecen Hungary

Department of Public Health Faculty of Health Care and Social Work Trnava University Trnava Trnava Czechia

Department of Quality Measurement and Patient Survey Austrian National Public Health Institute Vienna Austria

Direção Geral da Saúde Lisbon Portugal

Global Health Literacy Academy Risskov Denmark

Psychological Sciences Research Institute Université Catholique de Louvain Louvain la Neuve Belgium

Public Health and Epidemiology Department of Health Science and Technology Aalborg University Aalborg Denmark

School of Public Health Bielefeld University Bielefeld Germany

School of Public Health University of Haifa Haifa Israel

The Norwegian Centre for Science Education Department The Faculty of Mathematics and Natural Sciences University of Oslo Oslo Norway

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Paige S, Stellson M, Krieger JL, Anderson-Lewis C, Cheong JW, Stopka C. Proposing a transactional model of eHealth literacy: concept analysis. J Med Internet Res. (2018) 20:e10175. doi: 10.2196/10175, PMID: PubMed DOI PMC

Levin-Zamir D, Bertschi I. Media health literacy, eHealth literacy, and the role of the social environment in context. Int J Environ Res Public Health. (2018) 15:1643. doi: 10.3390/ijerph15081643, PMID: PubMed DOI PMC

Visser M. Digital literacy and public policy through the library lens. Maine Policy Rev. (2013) 22:104–13. doi: 10.53558/WCUZ5068 DOI

World Health Organization . Digital health resolution. Geneva: World Health Assembly; (2018).

Norman CD, Skinner HA. eHEALS: the eHealth literacy scale. J Med Internet Res. (2006) 8:e27. doi: 10.2196/jmir.8.4.e27, PMID: PubMed DOI PMC

Karnoe A, Kayser L. How is eHealth literacy measured and what do the measure-ments tell us? A systematic review. Knowl Manag E-Learn. (2015) 7:576–600.

Faux-Nightingale A, Philp F, Chadwick D, Singh B, Pandyan A. Available tools to evaluate digital health literacy and engagement with eHealth resources: a scoping review. Heliyon. (2022) 8:e10380. doi: 10.1016/j.heliyon.2022.e10380, PMID: PubMed DOI PMC

Livingstone S, Lemish D, Lim SS, Bulger M, Cabello P, Claro M, et al. Global perspectives on children’s digital opportunities: an emerging research and policy agenda. Pediatrics. (2017) 140:S137–41. doi: 10.1542/peds.2016-1758S, PMID: PubMed DOI

Shu-Ching Y, Yi-Fang L, Chia-Hsun C, et al. The associations among individual factors, eHealth literacy, and health-promoting lifestyles among college students. J Med Internet Res. (2017) 19:e15. doi: 10.2196/jmir.5964, PMID: PubMed DOI PMC

Leung A, Ko P, Chan KS, Chi I, Chow N. Searching health information via the web: Hong Kong Chinese older adults' experience. Public Health Nurs. (2007) 24:169–75. doi: 10.1111/j.1525-1446.2007.00621.x, PMID: PubMed DOI

Choi NG, Dinitto DM. The digital divide among low-income homebound older adults: internet use patterns, eHealth literacy, and attitudes toward computer/internet use. J Med Internet Res. (2013) 15:e93. doi: 10.2196/jmir.2645, PMID: PubMed DOI PMC

Levin-Zamir D, Leung YMA, Dodson S, Rowlands G, Peres F, Uwamahoro N, et al. Health literacy in selected populations: individuals, families, and communities from the international and cultural perspective. Inf Serv Use. (2017) 37:131–51. doi: 10.3233/ISU-170834 PubMed DOI

Aaby A, Friis K, Christensen B, Rowlands G, Maindal HT. Health literacy is associated with health behaviour and self-reported health: a large population-based study in individuals with cardiovascular disease. Eur J Prev Cardiol. (2017) 24:1880–8. doi: 10.1177/2047487317729538, PMID: PubMed DOI PMC

Aharony N, Goldman R. E-health literacy and the vaccination dilemma: an Israeli perspective. Inf Res. (2017) 22:751.

Neter E, Brainin E. eHealth literacy: extending the digital divide to the realm of health information. J Med Internet Res. (2012) 14:e19. doi: 10.2196/jmir.1619, PMID: PubMed DOI PMC

van der Vaart R, Drossaert C. Development of the digital health literacy instrument: measuring a broad spectrum of health 1.0 and health 2.0 skills. J Med Internet Res. (2017) 19:e27. doi: 10.2196/jmir.6709, PMID: PubMed DOI PMC

Neter E, Brainin E, Baron-Epel O. Group differences in health literacy are ameliorated in ehealth literacy. Health Psychol Behav Med. (2021) 9:480–97. doi: 10.1080/21642850.2021.1926256, PMID: PubMed DOI PMC

Kolpatzik K, Mohrmann M, Zeeb H. Digitale Gesundheitskompetenz in Deutschland. Berlin: KomPart; (2020).

Bittlingmayer UH, Dadaczynski K, Sahrai D, van den Broucke S, Okan O. Digital health literacy—conceptual contextualization, measurement, and promotion. Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz. (2020) 63:176–84. doi: 10.1007/s00103-019-03087-6, PMID: PubMed DOI

Dadaczynski K, Okan O, Messer M, Leung AY, Rosário R, Darlington E, et al. Digital health literacy and web-based information-seeking behaviors of university students in Germany during the COVID-19 pandemic: cross-sectional survey study. J Med Internet Res. (2021) 23:e24097. doi: 10.2196/24097, PMID: PubMed DOI PMC

Zrubka Z, Brito Fernandes Ó, Baji P, Hajdu O, Kovacs L, Kringos D, et al. Exploring eHealth literacy and patient-reported experiences with outpatient care in the Hungarian general adult population: cross-sectional study. J Med Internet Res. (2020) 22:e19013. doi: 10.2196/19013, PMID: PubMed DOI PMC

European Commission . (2014) “European citizens' digital health literacy” Flash Eurobarometer 404 Report. Available at: http://publications.europa.eu/resource/cellar/fd42f9e7-937c-41f3-bf03-4221b2db712b.0001.04/DOC_1 (Accessed July 1, 2024).

Schaeffer D, Berens EM, Vogt D, Gille S, Griese L, Klinger J, et al. Health literacy in Germany – findings of a representative follow-up survey. Dtsch Arztebl Int. (2021) 118:723–9. doi: 10.3238/arztebl.m2021.0310 PubMed DOI PMC

Le C, Finbråten HS, Pettersen KS, Joranger P, Guttersrud Ø. Befolkningens helsekompetanse, del I the International Health Literacy Population Survey 2019–2021. Oslo, Norway: The Norwegian Directorate of Health; (2021).

Levin-Zamir D, Laron M, Artom T, Baron-Epel O. Health literacy in Israel – HLS19 results of National Survey 2019-2021. Israel: Health Literacy Survey; (2023).

The HLS19 Consortium of the WHO Action Network M-POHL . International report on the methodology, results, and recommendations of the European health literacy population survey 2019–2021 (HLS19) of M-POHL. Vienna: Austrian National Public Health Institute; (2021).

Pelikan JM, Link T, Straßmayr C, Waldherr K, Alfers T, Bøggild H, et al. Measuring comprehensive, general health literacy in the general adult population: the development and validation of the HLS19-Q12 instrument in seventeen countries. Int J Environ Res Public Health. (2022) 19:14129. doi: 10.3390/ijerph192114129, PMID: PubMed DOI PMC

Guttersrud Ø, Le C, Pettersen KS, Finbråten HS. Rasch analyses of data collected in 17 countries - a technical report to support decision-making within the M-POHL consortium. Vienna, Austria: International HLS19; (2023).

Griese L, Finbråten HS, Francisco R, De Gani SM, Griebler R, Guttersrud Ø, et al. HLS19-NAV—validation of a new instrument measuring navigational health literacy in eight European countries. Int J Environ Res Public Health. (2022) 19:13863. doi: 10.3390/ijerph192113863, PMID: PubMed DOI PMC

Finbråten HS, Nowak P, Griebler R, Bíró É, Vrdelja M, Charafeddine R, et al. The HLS19-COM-P, a new instrument for measuring communicative health literacy in interaction with physicians: development and validation in nine European countries. Int J Environ Res Public Health. (2022) 19:11592. doi: 10.3390/ijerph191811592, PMID: PubMed DOI PMC

Yang K, Hu Y, Qi H. Digital health literacy: bibliometric analysis. J Med Internet Res. (2022) 24:e35816. doi: 10.2196/35816, PMID: PubMed DOI PMC

Sørensen K, Van den Broucke S, Fullam J, Doyle G, Pelikan J, Slonska Z, et al. Health literacy and public health: a systematic review and integration of definitions and models. BMC Public Health. (2012) 12:1–13. doi: 10.1186/1471-2458-12-80, PMID: PubMed DOI PMC

Abel T, McQueen D. Critical health literacy and the COVID-19 crisis. Health Promot Int. (2020) 35:1612–3. doi: 10.1093/heapro/daaa040, PMID: PubMed DOI PMC

Adler NE, Epel ES, Castellazzo G, Ickovics JR. Relationship of subjective and objective social status with psychological and physiological functioning: preliminary data in healthy white women. Health Psychol. (2000) 19:586–92. doi: 10.1037/0278-6133.19.6.586, PMID: PubMed DOI

Cheng C, Beauchamp A, Elsworth GR, Osborne RH. Applying the electronic health literacy lens: systematic review of electronic health interventions targeted at socially disadvantaged groups. J Med Internet Res. (2020) 22:e18476. doi: 10.2196/18476, PMID: PubMed DOI PMC

Palumbo R, Nicola C, Adinolfi P. Addressing health literacy in the digital domain: insights from a literature review. Kybernetes. (2022) 51:82–97. doi: 10.1108/K-07-2021-0547 DOI

Sentell T, Foss-Durant A, Patil U, Taira D, Paasche-Orlow MK, Trinacty CM. Organizational health literacy: opportunities for patient-centered care in the wake of COVID-19. Qual Manag Health Care. (2021) 30:49-60.60. doi: 10.1097/QMH.0000000000000279, PMID: PubMed DOI

Nutbeam D, Lloyd JE. Understanding and responding to health literacy as a social determinant of health. Annu Rev Public Health. (2021) 42:159–73. doi: 10.1146/annurev-publhealth-090419-102529 PubMed DOI

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