Application of the eHealth Literacy Model in Digital Health Interventions: Scoping Review
- PMID: 34081023
- PMCID: PMC8212628
- DOI: 10.2196/23473
Application of the eHealth Literacy Model in Digital Health Interventions: Scoping Review
Abstract
Background: Digital health interventions (DHIs) are increasingly being adopted globally to address various public health issues. DHIs can be categorized according to four main types of technology: mobile based, web based, telehealth, and electronic health records. In 2006, Norman and Skinner introduced the eHealth literacy model, encompassing six domains of skills and abilities (basic, health, information, scientific, media, and computer) needed to effectively understand, process, and act on health-related information. Little is known about whether these domains are assessed or accounted for in DHIs.
Objective: This study aims to explore how DHIs assess and evaluate the eHealth literacy model, describe which health conditions are addressed, and which technologies are used.
Methods: We conducted a scoping review of the literature on DHIs, based on randomized controlled trial design and reporting the assessment of any domain of the eHealth literacy model. MEDLINE, CINAHL, Embase, and Cochrane Library were searched. A duplicate selection and data extraction process was performed; we charted the results according to the country of origin, health condition, technology used, and eHealth literacy domain.
Results: We identified 131 unique DHIs conducted in 26 different countries between 2001 and 2020. Most DHIs were conducted in English-speaking countries (n=81, 61.8%), delivered via the web (n=68, 51.9%), and addressed issues related to noncommunicable diseases (n=57, 43.5%) or mental health (n=26, 19.8%). None of the interventions assessed all six domains of the eHealth literacy model. Most studies focused on the domain of health literacy (n=96, 73.2%), followed by digital (n=19, 14.5%), basic and media (n=4, 3%), and information and scientific literacy (n=1, 0.7%). Of the 131 studies, 7 (5.3%) studies covered both health and digital literacy.
Conclusions: Although many selected DHIs assessed health or digital literacy, no studies comprehensively evaluated all domains of the eHealth literacy model; this evidence might be overlooking important factors that can mediate or moderate the effects of these interventions. Future DHIs should comprehensively assess the eHealth literacy model while developing or evaluating interventions to understand how and why interventions can be effective.
Keywords: consumer health information; digital health interventions; eHealth literacy; mHealth; mobile phone; scoping review.
©Mariam El Benny, Tamar Kabakian-Khasholian, Fadi El-Jardali, Marco Bardus. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 03.06.2021.
Conflict of interest statement
Conflicts of Interest: None declared.
Figures
Similar articles
-
Engaging Children and Young People in Digital Mental Health Interventions: Systematic Review of Modes of Delivery, Facilitators, and Barriers.J Med Internet Res. 2020 Jun 23;22(6):e16317. doi: 10.2196/16317. J Med Internet Res. 2020. PMID: 32442160 Free PMC article.
-
Cultural and Digital Health Literacy Appropriateness of App- and Web-Based Systems Designed for Pregnant Women With Gestational Diabetes Mellitus: Scoping Review.J Med Internet Res. 2022 Oct 14;24(10):e37844. doi: 10.2196/37844. J Med Internet Res. 2022. PMID: 36240008 Free PMC article.
-
Digital Health Interventions for Depression and Anxiety Among People With Chronic Conditions: Scoping Review.J Med Internet Res. 2022 Sep 26;24(9):e38030. doi: 10.2196/38030. J Med Internet Res. 2022. PMID: 36155409 Free PMC article.
-
Effectiveness of Digital Health Interventions (DHI) in Chronic Pain Management: A Scoping Review of Current Evidence and Emerging Trends.Cureus. 2024 Oct 28;16(10):e72562. doi: 10.7759/cureus.72562. eCollection 2024 Oct. Cureus. 2024. PMID: 39610577 Free PMC article.
-
Methods, Indicators, and End-User Involvement in the Evaluation of Digital Health Interventions for the Public: Scoping Review.J Med Internet Res. 2024 May 31;26:e55714. doi: 10.2196/55714. J Med Internet Res. 2024. PMID: 38819891 Free PMC article.
Cited by
-
Expert Insight Into the Use of eHealth Interventions to Aid Medication Adherence During COVID-19.Patient Prefer Adherence. 2024 Mar 21;18:721-731. doi: 10.2147/PPA.S437822. eCollection 2024. Patient Prefer Adherence. 2024. PMID: 38529042 Free PMC article.
-
Validating the information technology (IT) implementation framework to Implement mHealth technology for consumers: A case study of the Sense2Quit app for smoking cessation.Int J Med Inform. 2025 Oct;202:105977. doi: 10.1016/j.ijmedinf.2025.105977. Epub 2025 May 20. Int J Med Inform. 2025. PMID: 40413979
-
The Effect of Mobile eHealth Education to Improve Knowledge, Skills, Self-Care, and Mobile eHealth Literacies Among Patients With Diabetes: Development and Evaluation Study.J Med Internet Res. 2023 Dec 6;25:e42497. doi: 10.2196/42497. J Med Internet Res. 2023. PMID: 38055321 Free PMC article.
-
Multilevel Determinants of Digital Health Equity: A Literature Synthesis to Advance the Field.Annu Rev Public Health. 2023 Apr 3;44:383-405. doi: 10.1146/annurev-publhealth-071521-023913. Epub 2022 Dec 16. Annu Rev Public Health. 2023. PMID: 36525960 Free PMC article. Review.
-
Associations between digital literacy, health literacy, and digital health behaviors among rural residents: evidence from Zhejiang, China.Int J Equity Health. 2024 Apr 9;23(1):68. doi: 10.1186/s12939-024-02150-2. Int J Equity Health. 2024. PMID: 38594723 Free PMC article.
References
-
- Eysenbach G. What is e-health? J Med Internet Res. 2001;3(2):E20. doi: 10.2196/jmir.3.2.e20. https://www.jmir.org/2001/2/e20/ - DOI - PMC - PubMed
-
- Soobiah C, Cooper M, Kishimoto V, Bhatia RS, Scott T, Maloney S, Larsen D, Wijeysundera HC, Zelmer J, Gray CS, Desveaux L. Identifying optimal frameworks to implement or evaluate digital health interventions: a scoping review protocol. BMJ Open. 2020 Aug 13;10(8):e037643. doi: 10.1136/bmjopen-2020-037643. https://bmjopen.bmj.com/lookup/pmidlookup?view=long&pmid=32792444 - DOI - PMC - PubMed
-
- Classification of digital health interventions v1.0 : a shared language to describe the uses of digital technology for health. World Health Organization. 2018. [2021-05-17]. https://tinyurl.com/ybd4kedp.
-
- Elbert NJ, van Os-Medendorp H, van Renselaar Wilco, Ekeland AG, van Roijen LH, Raat H, Nijsten TE, Pasmans SG. Effectiveness and cost-effectiveness of ehealth interventions in somatic diseases: a systematic review of systematic reviews and meta-analyses. J Med Internet Res. 2014 Apr 16;16(4):e110. doi: 10.2196/jmir.2790. https://www.jmir.org/2014/4/e110/ - DOI - PMC - PubMed
-
- Jacobs RJ, Lou JQ, Ownby RL, Caballero J. A systematic review of eHealth interventions to improve health literacy. Health Informatics J. 2016 Jun;22(2):81–98. doi: 10.1177/1460458214534092. https://journals.sagepub.com/doi/10.1177/1460458214534092?url_ver=Z39.88... - DOI - DOI - PubMed
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Medical