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

Digital Health Reviews (1723) Canada Health Infoway e-Collection Benefits Evaluation (35) Adoption and Change Management of eHealth Systems (894) Knowledge Translation and Implementation Science (513)

Published on in Vol 26 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/51098, first published .
Mapping Theories, Models, and Frameworks to Evaluate Digital Health Interventions: Scoping Review

Mapping Theories, Models, and Frameworks to Evaluate Digital Health Interventions: Scoping Review

Mapping Theories, Models, and Frameworks to Evaluate Digital Health Interventions: Scoping Review

Authors of this article:

Geneviève Rouleau1, 2, 3 Author Orcid Image ;   Kelly Wu2 Author Orcid Image ;   Karishini Ramamoorthi2 Author Orcid Image ;   Cherish Boxall4 Author Orcid Image ;   Rebecca H Liu2 Author Orcid Image ;   Shelagh Maloney5 Author Orcid Image ;   Jennifer Zelmer6 Author Orcid Image ;   Ted Scott7 Author Orcid Image ;   Darren Larsen8, 9 Author Orcid Image ;   Harindra C Wijeysundera10 Author Orcid Image ;   Daniela Ziegler11 Author Orcid Image ;   Sacha Bhatia12, 13 Author Orcid Image ;   Vanessa Kishimoto2 Author Orcid Image ;   Carolyn Steele Gray14, 15 Author Orcid Image ;   Laura Desveaux2, 15, 16 Author Orcid Image
Article Authors Cited by (20) Tweetations (20) Metrics

Journals

  1. Eccleston C, Fisher E, Keefe F, Palermo T, Toelle T. Digital therapeutics and behavioral chronic pain management: closing the gap between innovation and effective use. Pain 2025;166(3):475 View
  2. Delaforce A, Maddock E, Wheeler P, Jayasena R, Parkinson J. Factors that influence the uptake of virtual care solutions in Australian primary care practice: a systematic scoping review. JBI Evidence Implementation 2025;23(3):355 View
  3. Gehder S, Goeldner M. Unpacking Performance Factors of Innovation Systems and Studying Germany’s Attempt to Foster the Role of the Patient Through a Market Access Pathway for Digital Health Applications (DiGAs): Exploratory Mixed Methods Study. Journal of Medical Internet Research 2025;27:e66356 View
  4. Weitzel E, Schladitz K, Schwenke M, Welzel F, Schomerus G, Schönknecht P, Bleckwenn M, Mehnert-Theuerkauf A, Riedel-Heller S, Löbner M. Current trends in e-mental health interventions: Health care providers' attitudes and usage patterns. Internet Interventions 2025;39:100808 View
  5. Flickinger T, Mathew M, Gordon D, Nappi A, Ryall A, Patterson M, Wibberly K, Collins S, Pannone A, Archbald-Pannone L. “Four I” Framework for Telehealth Optimization in Congregate Care Communities. Telemedicine and e-Health 2025;31(6):799 View
  6. Li J, Maddock E, Hosking M, Ebrill K, Sullivan J, Loi K, Tavares-Rixon D, Jayasena R, Grieve G, Delaforce A. Identifying and Optimizing Factors Influencing the Implementation of a Fast Healthcare Interoperability Resources Accelerator: Qualitative Study Using the Consolidated Framework for Implementation Research–Expert Recommendations for Implementing Change Approach. JMIR Medical Informatics 2025;13:e66421 View
  7. Sekoai T, Turner A, Mitchell J. Insights into healthcare workers’ perceptions of electronic medical record system utilization: a cross-sectional study in Mafeteng district, Lesotho. BMC Medical Informatics and Decision Making 2025;25(1) View
  8. Arunagiri K, Allison P, Talla P. Implementation Strategies to Enhance Teledentistry Adoption in Dental Care Settings: A Realist Review Protocol. International Journal of Qualitative Methods 2025;24 View
  9. Collin C, Eyraud C, Martin P, Michel M, Le Roux E, Alberti C. A scoping review of outcome selection and accuracy of conclusions in complex digital health interventions for young people (2017–2023): methodological proposals for population health intervention research. BMC Medicine 2025;23(1) View
  10. Kurian J, John B. Designing a Digital Health Intervention Using Protection Motivation Theory: A Design Science Research. Journal of Technology in Behavioral Science 2025 View
  11. Mustafa U, Sauli E, Kreppel K, Boenecke J, Brinkel J. Evaluation of the acceptability of ESIDA app, a smartphone-based clinical decision support application to improve infectious disease outbreak detection in Tanzania: clinician perspectives. BMC Public Health 2025;25(1) View
  12. Estes-Schmalzl K, Lefebvre K. Navigating the Future: The Impact of Artificial Intelligence on Decentralizing Rehabilitation Care Models and Enhancing Patient Outcomes. Topics in Geriatric Rehabilitation 2025;41(3):171 View
  13. Shaw L, Freeman S, Aranha S, Boulton A, Capurro D, Chapman W, Fazio T, Gazarek J, Layton M, Lyons K, Plumb S, Astbury B. Implementation of a digital coordination centre in a hospital: a qualitative evaluation of enablers, barriers and strategies. BMC Health Services Research 2025;25(1) View
  14. Champion A, Burrell A, Holtorf A, Di Bidino R, Earla J, Boltyenkov A, Tabata-Kelly M, Asche C, Seal B, Zrubka Z, Fotovvat H, Kilburg A, Weiss L, Zah V. Toward a Common Ground for Defining Digital Health Interventions, Mapping Digital Health Frameworks to PICOTS-ComTeC: An ISPOR Special Interest Group Report. Value in Health 2025 View
  15. Dogbanya G, Fagbemi B, Asorho B, Alo T, Ogunrinde A, Dilioha J, Obiechi M, Chisom E, Agu C. Quantum Health Policy Readiness: Anticipating the Next Digital Disruption in Public Health A Comparative Policy Analysis and Global Readiness Assessment. Journal of Life Science and Public Health 2025;1(2):1 View
  16. van der Smissen D, Leenen-Brinkhuis C, Janssens K, Porte P, van Assen M, Weggelaar-Jansen A. Adoption of Personal Health Records in Dutch Hospitals and Private Medical Clinics: Longitudinal Study. Journal of Medical Internet Research 2025;27:e71915 View
  17. Li M, Yu J, Fan L, Yang R, Yang R, Yang J, Wang Y, Du W. Effectiveness of theory-based physical activity interventions in preventing childhood obesity: a systematic review and meta-analysis. International Journal of Obesity 2025 View
  18. Glavas C, Ma J, Sood S, George E, Daly R, Gvozdenko E, de Courten B, Scott D, Jansons P. End-Users’ Perspectives on Implementation Outcomes of Digital Voice Assistants Delivering a Home-Based Lifestyle Intervention in Older Obese Adults with Type 2 Diabetes Mellitus: A Qualitative Analysis. Technologies 2025;13(11):511 View
  19. Pruski M, Woolley K, Withers K. Barriers and Facilitators to Healthcare AI Adoption in Wales: A survey of those living in Wales and working in healthcare in Wales (Preprint). Journal of Medical Internet Research 2025 View

Books/Policy Documents

  1. Gray C, Shen N, Pham Q, Wiljer D. Handbook of Health Services Evaluation. View