Accessibility settings

This paper is in the following e-collection/theme issue:

Digital Health Reviews (3580) Demographics of Users, Social & Digital Divide (1275) eHealth Literacy / Digital Literacy (865) Reviews on Human Factors (135) Theories, Models, and Frameworks in Human Factors (134) Social Determinants of Health (116)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/50313, first published .
Stack of medical books with stethoscope and pencil

Factors Influencing eHealth Literacy Worldwide: Systematic Review and Meta-Analysis

Factors Influencing eHealth Literacy Worldwide: Systematic Review and Meta-Analysis

Authors of this article:

Zhong Hua1 Author Orcid Image ;   Song Yuqing2, 3 Author Orcid Image ;   Liu Qianwen1 Author Orcid Image ;   Chen Hong1 Author Orcid Image
Article Authors Cited by (34) Tweetations Metrics

Journals

  1. Muellmann S, Wiersing R, Zeeb H, Brand T. Digital Health Literacy in Adults With Low Reading and Writing Skills Living in Germany: Mixed Methods Study. JMIR Human Factors 2025;12:e65345 View
  2. Simonsen N, Nielsen R, Budtz C, Christiansen D, Bibby B, Skejø S, Hill J, Jacobsen J. Secondary healthcare utilization among users of a self-management application for musculoskeletal pain: A prospective cohort study based on 12,842 individuals in Denmark. Musculoskeletal Science and Practice 2025;78:103356 View
  3. Li Q, Fang F, Zhang Y, Tu J, Zhu P, Xi L. eHealth Literacy and Its Outcomes Among Postsecondary Students: Systematic Review. Journal of Medical Internet Research 2025;27:e64489 View
  4. Zhang X, Yuan Y, Jiang J. Digital health literacy among older adults in China: a cross-sectional study on prevalence and influencing factors. Frontiers in Public Health 2025;13 View
  5. Aldousari E, Alhajeri M, Kithinji D. eHealth Literacy and Knowledge of Social Health Financing Among Undergraduate Healthcare Students in Kenya. International Journal of Environmental Research and Public Health 2025;22(10):1560 View
  6. Xu Y, Chen Z. The Interactive Effects of eHealth Literacy and Mental Health Literacy on Social Media Addiction and Depression-Anxiety-Stress in Adolescents: Cross-Sectional Study. Journal of Medical Internet Research 2025;27:e81741 View
  7. Bonifanti L, Ko C, Ownby R. The Role of Electronic Health (eHealth) Literacy in Patient Activation: A Sequential Block Regression Analysis Controlling for Sociodemographic Factors. Cureus 2025 View
  8. Edwards G, Dorstyn D, Oxlad M. Examining the relationship between health literacy and eHealth literacy in adult populations: a systematic review and meta-analysis. Health Promotion International 2025;40(6) View
  9. Liu Y, Xue W, Sheng Y, Wang S, Gong R, Liu S, Xu C, Cai Y. Age-Specific Associations Between eHealth Literacy and Sleep Quality Among Adults: Cross-Sectional Study. Journal of Medical Internet Research 2025;27:e75813 View
  10. Daugaard R, Maribo T, Borregaard B, Skydt D, Bech K, Skovli K, Modrau I. Digital Health Literacy in Elective Open-Heart Surgery Patients: Cross-Sectional Study. JMIR Cardio 2026;10:e83454 View
  11. Chen Y, Wu M, Yu C, Huang W, Tung L, Tsai L. Health literacy and digital health service use among community residents in Taiwan: implications from a pilot assessment using the HLS-SF12. BMC Public Health 2026;26(1) View
  12. Baron-Epel O, Neter E, Eliyahu E, Chang P, Duong T, Levin-Zamir D. Digital Health Literacy and Self-Reported Health in Older Adults: The Role of Social Support in Internet Use. Journal of Primary Care & Community Health 2026;17 View
  13. Liu K, Wu J, Wang X, Xu M, Xu L, Zhang Y. Dose-response relationship between eHealth literacy and oral frailty in the elderly: a multicentric cross-sectional study. BMC Geriatrics 2026;26(1) View
  14. Jeong E, Lee D. Influence of platform characteristics on health information processing and utilization: a comparison of social and generative AI platforms. Service Business 2026;20(1) View
  15. Nguyet N, Tam N, Huong N, Cuong N, Van B, Thang T. Health and eHealth literacy in Vietnam: Evidence from a National survey. Patient Education and Counseling 2026;148:109583 View
  16. Kim E, Kim D, Kim H, Son Y. Determinants and Health Outcomes of Digital Health Literacy in Patients With Cardiovascular Disease: Systematic Review and Meta-Analysis. Journal of Medical Internet Research 2026;28:e89102 View
  17. Göbl L, Jokisch M, Wahl H, Leopold D, Doh M. An extended Technology Acceptance Model for digital health services among older adults. Educational Gerontology 2026:1 View
  18. Türkegün Şengül M, Karabulut M. Sağlık bilimleri lisansüstü öğrencilerinde yapay zekâ kullanımının e-sağlık okuryazarlığına etkisi: GAMLSS yaklaşımı. Mersin Üniversitesi Sağlık Bilimleri Dergisi 2026;19(1):22 View
  19. Yuan J, Luo L, Wu R. Associations of eHealth literacy, physical literacy and physical fitness among urban middle school students in Guiyang, China: a multi-school cross-sectional study. Frontiers in Public Health 2026;14 View
  20. Koştu N, Arslan S. The relationship between artificial intelligence literacy, eHealth literacy, and healthy lifestyles: a cross-sectional study with academic staff. Interactive Learning Environments 2026:1 View
  21. Wang J, Chung H, Do G, Yang A. Examining user-AI interaction patterns in health-Information queries. International Journal of Medical Informatics 2026;215:106453 View
  22. Ming Y, Matteson M, Zhang Y. Relationship Between Online Health Information Acquisition and Shared Decision-Making Among Patients With Diabetes: Cross-Sectional Survey Study. Journal of Medical Internet Research 2026;28:e86137 View
  23. Paveley A, Hall H, Partridge J, Dhesi J. What is known about digital literacy, digital inclusion and attitudes to digital health tools among older adults undergoing surgery? A systematic review and narrative synthesis. Age and Ageing 2026;55(6) View
  24. Zeng J, Li J. The Path to Compliance: Exploring the Roles of Trust, Positive Expectancy Violation, and eHealth Literacy in Online Patient-Centered Communication. Journal of Health Communication 2026:1 View
  25. Fukuda Y, Fukuda K. Mobile Health App Acceptance in Japan’s Aging Society: Multigroup Structural Equation Modeling Based on the Extended Unified Theory of Acceptance and Use of Technology and eHealth Literacy Frameworks. JMIR mHealth and uHealth 2026;14:e87832 View
  26. Xuejiao G, Chen S, Samsudin S. eHealth Literacy and Physical Activity among University Students: A Systematic Review. International Journal of Education and Training (InjET) 2026;12(1):40 View
  27. Duan P, Liu Z, Chen S, Liang W, Hou P, Qian L, Wang W, Liu Y. Multifactorial predictive model for nurses’ intention to correct online health misinformation: A machine-learning and SHAP analysis. Public Health 2026;258:106393 View
  28. Guo N, Fang H, Li X, Xian R, Zhao Y, Hu Y, Li Y. Parental perspectives and willingness towards digital paediatric research: a cross-sectional survey in two Chinese cities. BMJ Open 2026;16(7):e110868 View
  29. Exton-Smith H, Sousi S, Alharbi A, El-Osta A, Greenfield G, Hayhoe B, Majeed A, Luísa Neves A. Factors Associated With Digital Health Literacy in the United Kingdom: Cross-Sectional Online Survey. Journal of Medical Internet Research 2026;28:e89136 View
  30. Alkouri O, Alrida N, Al‐Bashaireh A, Alrayssi M, Aldhanhani S, Alyammahi N, Shaban L, Alblooshi R, Albastaki G, Hani S, Alobaidly A, Almustafa L, Ahmed F. Perception and Knowledge About Telenursing and eHealth Among Nursing University Students: A Cross‐Sectional Study in the United Arab Emirates. Public Health Nursing 2026 View
  31. Tokunaga R, Ando A, Ota E. Effectiveness of Self-Efficacy–Based Interventions to Improve eHealth Literacy Among Community-Dwelling Older Adults: Protocol for a Systematic Review. JMIR Research Protocols 2026;15:e89598 View
  32. Wang Y, Wang J, Wei B, Wang Y, Zhou Z, Wang Z. Digital health literacy and its behavioral correlates among medical undergraduates in central China: a cross-sectional study. Frontiers in Public Health 2026;14 View
  33. Li H, Jiao M, Li D. Latent profile analysis of eHealth literacy and its sociodemographic correlates: a cross-sectional study. Frontiers in Public Health 2026;14 View
  34. Solihin O, Siregar B, Mogot Y, Abdullah A, Harahap M. Community-Based Digital Health Literacy and Parental Health Behavior in Stunting Prevention: A Convergent Mixed-Methods Study in Rural West Java, Indonesia (Preprint). JMIR Public Health and Surveillance 2026 View