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

Reviews in Medical Informatics (93) Secondary Use of Clinical Data for Research and Surveillance (366) eHealth Infrastructures (345) Adoption and Change Management of eHealth Systems (712) Clinical Informatics (1022) Clinical Information and Decision Making (1407)

Published on in Vol 10, No 2 (2022): February

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/34907, first published .
The Science of Learning Health Systems: Scoping Review of Empirical Research

The Science of Learning Health Systems: Scoping Review of Empirical Research

The Science of Learning Health Systems: Scoping Review of Empirical Research

Authors of this article:

Louise A Ellis1 Author Orcid Image ;   Mitchell Sarkies1 Author Orcid Image ;   Kate Churruca1 Author Orcid Image ;   Genevieve Dammery1 Author Orcid Image ;   Isabelle Meulenbroeks1 Author Orcid Image ;   Carolynn L Smith1 Author Orcid Image ;   Chiara Pomare1 Author Orcid Image ;   Zeyad Mahmoud1 Author Orcid Image ;   Yvonne Zurynski1 Author Orcid Image ;   Jeffrey Braithwaite1 Author Orcid Image
Article Authors Cited by (27) Tweetations (40) Metrics

Journals

  1. Foo D, Mahadeva J, Lopez F, Ellis L, Churruca K, Dammery G, Willcock S, Braithwaite J. High-performing primary care: reinvigorating general practice as a learning health system. British Journal of General Practice 2023;73(726):8 View
  2. Reid R, Greene S. Gathering speed and countering tensions in the rapid learning health system. Learning Health Systems 2023;7(3) View
  3. Wood B, Attema G, Ross B, Cameron E. A conceptual framework to describe and evaluate a socially accountable learning health system: Development and application in a northern, rural, and remote setting. The International Journal of Health Planning and Management 2022;37(S1):59 View
  4. Dammery G, Ellis L, Churruca K, Mahadeva J, Lopez F, Carrigan A, Halim N, Willcock S, Braithwaite J. The journey to a learning health system in primary care: a qualitative case study utilising an embedded research approach. BMC Primary Care 2023;24(1) View
  5. Groot G, Witham S, Badea A, Baer S, Dalidowicz M, Reeder B, Froh J, Carr T. Evaluating a learning health system initiative: Lessons learned during COVID‐19 in Saskatchewan, Canada. Learning Health Systems 2023;7(3) View
  6. McKnight L, Schultz A, Vidic N, Palmer E, Jaffe A. Learning to make a difference for chILD: Value creation through network collaboration and team science. Pediatric Pulmonology 2024;59(9):2257 View
  7. Cadilhac D, Bravata D, Bettger J, Mikulik R, Norrving B, Uvere E, Owolabi M, Ranta A, Kilkenny M. Stroke Learning Health Systems: A Topical Narrative Review With Case Examples. Stroke 2023;54(4):1148 View
  8. Sheliemina N. Interrelationship Between Indexes of the Population Medical Care Quality and Macroeconomic Efficiency. Health Economics and Management Review 2023;4(1):47 View
  9. Warinner C, Loyo M, Gu J, Wamkpah N, Chi J, Lindsay R. Patient-Reported Outcomes Measures in Rhinoplasty: Need for Use and Implementation. Facial Plastic Surgery 2023;39(05):517 View
  10. Potter T, Pratap S, Nicolas J, Khan O, Pan A, Bako A, Hsu E, Johnson C, Jefferson I, Adegbindin S, Baig E, Kelly H, Jones S, Britz G, Tannous J, Vahidy F. A Neuro-Informatics Pipeline for Cerebrovascular Disease: Research Registry Development. JMIR Formative Research 2023;7:e40639 View
  11. Ellis L, Saba M, Long J, Lyng H, Haraldseid-Driftland C, Churruca K, Wiig S, Austin E, Clay-Williams R, Carrigan A, Braithwaite J. The rise of resilient healthcare research during COVID-19: scoping review of empirical research. BMC Health Services Research 2023;23(1) View
  12. Somerville M, Cassidy C, Curran J, Johnson C, Sinclair D, Elliott Rose A. Implementation strategies and outcome measures for advancing learning health systems: a mixed methods systematic review. Health Research Policy and Systems 2023;21(1) View
  13. Maggio L, Villalba K, German D, Kanter S, Collard H. Defining the Learning Health Care System: An International Health System Leadership Perspective. Academic Medicine 2024;99(2):215 View
  14. Long J, Roberts N, Francis-Auton E, Sarkies M, Nguyen H, Westbrook J, Levesque J, Watson D, Hardwick R, Churruca K, Hibbert P, Braithwaite J. Implementation of large, multi-site hospital interventions: a realist evaluation of strategies for developing capability. BMC Health Services Research 2024;24(1) View
  15. Hollestelle M, van der Graaf R, Sturkenboom M, van Delden J. An ethics framework for the transition to an operational learning healthcare system. Learning Health Systems 2024;8(3) View
  16. Dushyanthen S, Zamri N, Chapman W, Capurro D, Lyons K. Evaluation of an interdisciplinary education program to foster learning health systems (Preprint). JMIR Medical Education 2023 View
  17. Sloane J, Singh H, Upadhyay D, Korukonda S, Marinez A, Giardina T. Partnership as a Pathway to Diagnostic Excellence: The Challenges and Successes of Implementing the Safer Dx Learning Lab. The Joint Commission Journal on Quality and Patient Safety 2024 View
  18. Spanos S, Dammery G, Pagano L, Ellis L, Fisher G, Smith C, Foo D, Braithwaite J. Learning health systems on the front lines to strengthen care against future pandemics and climate change: a rapid review. BMC Health Services Research 2024;24(1) View
  19. Damschroder L, Evans R, Kim H, Sussman J, Freitag M, Robinson C, Burns J, Yankey N, Lowery J. Effectiveness of a virtual quality improvement training program to improve reach of weight management programs within a large health system. Health Services Research 2024;59(S2) View
  20. Kumbhar S, Bhatia M, Patel V. Health-care Systems around the World: Diversity, Challenges, and Innovations. Archives of Medicine and Health Sciences 2024 View
  21. Lane C, Nathan N, Wiggers J, Hall A, Shoesmith A, Bauman A, Groombridge D, Sutherland R, Wolfenden L. Learning Health System to rapidly improve the implementation of a school physical activity policy. Implementation Science Communications 2024;5(1) View
  22. Rajit D, Reeder S, Johnson A, Enticott J, Teede H. Tools and frameworks for evaluating the implementation of learning health systems: a scoping review. Health Research Policy and Systems 2024;22(1) View
  23. Al-Omary H, Soltani A, Stewart D, Nazar Z. Implementing learning into practice from continuous professional development activities: a scoping review of health professionals’ views and experiences. BMC Medical Education 2024;24(1) View
  24. Crosland P, Marshall D, Hosseini S, Ho N, Vacher C, Skinner A, Nguyen K, Iorfino F, Rosenberg S, Song Y, Tsiachristas A, Tran K, Occhipinti J, Hickie I. Incorporating Complexity and System Dynamics into Economic Modelling for Mental Health Policy and Planning. PharmacoEconomics 2024;42(12):1301 View
  25. Shaw L, Perrier M, Tahmasebian K, Wong K, Yajnik P, Zhu Z, Lyons K. Developing a codebook to characterize barriers, enablers, and strategies for implementing learning health systems from a multilevel perspective. Learning Health Systems 2024 View
  26. Janse van Rensburg A, Hongo N, Mthethwa L, Grant M, Kathree T, Luvuno Z, Leung A, Bhana A, Rao D, Petersen I. A learning health systems approach to scaling up an evidence-based intervention for integrated primary mental healthcare case finding and referral in South Africa. BMJ Global Health 2024;9(10):e015165 View
  27. Petrie S, McLeod S, Ho K. From fragmentation to functionality: Enhancing coherence of digital health integration in health systems. Healthcare Management Forum 2024 View