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

e-Learning and Digital Medical Education (1629) Theories, Models, and Frameworks in Human Factors (149) Artificial Intelligence (4936) Health Informatics Education and Training (170) Artificial Intelligence (AI) in Medical Education (829) Applications of AI (1058)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/76709, first published .
AI and healthcare professionals collaborate, with AI circuitry and a checklist.

Bridging the AI-Literacy Gap in Health Care: Qualitative Analysis of the Flanders Case Study

Bridging the AI-Literacy Gap in Health Care: Qualitative Analysis of the Flanders Case Study

Authors of this article:

Christos Chatzichristos1, 2 Author Orcid Image ;   Georgios Chatzichristos3 Author Orcid Image ;   Isabelle Borremans1, 2 Author Orcid Image ;   Stefaan Gruyaert1, 2 Author Orcid Image ;   Ilse De Vos1, 2 Author Orcid Image ;   Maarten De Vos1, 4 Author Orcid Image ;   Femke De Backere2, 5 Author Orcid Image
Article Authors Cited by (24) Tweetations (1) Metrics

Journals

  1. Luo X, Zhang J, Lin F, Liu S, Yang Z. Beyond the chain of survival: a scoping review of artificial intelligence applications in cardiac arrest. World Journal of Emergency Medicine 2026;17(1):7 View
  2. Beddok A, Cohen E, Raymond G, Rabenjason S, Donnarieix D, Delporte L. Educational Impact of a National Training Webinar on AI-based Automatic Contouring in Radiation Oncology. Journal of Cancer Education 2026 View
  3. Naik S, Vellappally S, Alateek M, Alrayyes Y, Kheraif A, Alnassar T, Schmalz G, Alsultan Z, Alayadi H, Suresh N, Anil S, Chopra A. AI Chatbots vs. Traditional Sources: Dental Health Literacy and Confidence Among Dental Patients-A Cross-Sectional Study. International Dental Journal 2026;76(3):109556 View
  4. Safi Y, Abualhaj S, Alshadfan L, Al-Kammash K, Al-Ramini N, Abuzaid L, Abo Naji S, Alzayadneh I, Al-Masri M. Artificial intelligence and ChatGPT literacy among surgical healthcare professionals: knowledge, attitudes, and perceived clinical utility. Frontiers in Digital Health 2026;8 View
  5. Barry J, McAdams R. Reimagining Continuous Professional Development for Physicians in the Age of Artificial Intelligence. Journal of Continuing Education in the Health Professions 2026;46(3):177 View
  6. Tran N, Dhir R, Rashidi H. Biobanking in the Era of Artificial Intelligence: Convergence, Challenges, and Opportunities. Biopreservation and Biobanking 2026;24(3):195 View
  7. Göde A. Artificial Intelligence Literacy in Health Services: A Bibliometric Analysis. Acıbadem Üniversitesi Sağlık Bilimleri Dergisi 2026;17(April, May, June 2026) View
  8. Li X, Hu X, Xu H, Ju H, Yu P. Artificial intelligence literacy in nursing: a concept analysis. Frontiers in Public Health 2026;14 View
  9. Petersson L, Irgang L, Mauritzon I, Holmén M. Shadow AI in Swedish Health Care: Qualitative Analysis of Physicians’ Free-Text Answers. Journal of Medical Internet Research 2026;28:e93484 View
  10. Ang C, Ito S, Bajaj S, Chow M, Cleland J, Heaversedge J. The Scale for AI Literacy in Health Care Workers: Development and Validation. Journal of Medical Internet Research 2026;28:e92373 View
  11. Hamdar H. An Interactive, Project-Based AI in Healthcare Curriculum for Clinicians and Medical Educators. Journal of Medical Education and Curricular Development 2026;13 View
  12. Hawkins N, Fagan A, Coffey Y, Dohnt H. Artificial Intelligence in Nursing Education: A Scoping Review of Academic Perspectives. Journal of Advanced Nursing 2026 View
  13. Roppel M, Lakemann M, Starke D. Mind the gap: an evidence gap analysis of digital literacy within public health systems in the European Union using two different frameworks. Frontiers in Public Health 2026;14 View
  14. Rodrigues A, Martins T, Lopes B. Ethics Education for AI-Mediated Care: A Scoping Review of Curricula, Competencies, Assessment, and Clinical Transfer. Asian Journal of Ethics in Health and Medicine 2026;6(1):162 View
  15. Isaac M, Dave S, Adirim T. Managing vulnerability: cross-sector reflections on the ethics and equity implications of AI use among young adults with chronic conditions. Frontiers in Digital Health 2026;8 View
  16. Jairoun A, Shahwan M, Al-Ghananeem A, El-Dahiyat F, Jaber A, Alorfi N, Alourfi M, Aldabbagh A, Aldekhail N, Alsolami F. Translation, cultural adaptation, and validation of the perceived Artificial Intelligence Literacy Questionnaire-6 (PAILQ-6) in Arabic-speaking pharmacists: A cross-sectional methodological study. Exploratory Research in Clinical and Social Pharmacy 2026;24:100838 View
  17. Ivic R, Ratzan S, Parker R. Building health-literate artificial intelligence. Nature Human Behaviour 2026 View
  18. Syahrir S, Nurhanifah D, Cheristina C, Kristina Y. Knowledge sharing mediates the relationship between nurses’ job well-being and innovative behavior: A cross-sectional study. Jurnal Ilmiah Kesehatan Sandi Husada 2026;15(2):385 View
  19. Mohsin M. When patients bring AI into the consultation: implications for clinical leadership. BMJ Leader 2026:leader-2026-001687 View
  20. Mouchabac S, Martin V, Constantinidès Y, Geoffroy P, Samalin L, Torous J, Bourla A, Bonnot O. Acceptability of artificial intelligence in psychiatry: A script-based and network analysis study among French psychiatrists. L'Encéphale 2026 View
  21. Mohamed N. Strengthening mental health care in Somalia through artificial intelligence: opportunities, challenges, and a roadmap for implementation. Frontiers in Digital Health 2026;8 View

Books/Policy Documents

  1. Khan S. The Principles and Practice of Medical Education. View
  2. Sharma A, Marwaha L. Qualitative Methodology and the Impact of Artificial Intelligence. View

Conference Proceedings

  1. Hermawan J, Kartawiguna D. 2026 International Conference on Information Management and Technology (ICIMTech). Artificial Intelligence Implementation in PET Imaging: A Systematic Review of Barriers and Facilitators View