Building and maintaining trust in clinical decision support: Recommendations from the Patient-Centered CDS Learning Network
- PMID: 32313835
- PMCID: PMC7156865
- DOI: 10.1002/lrh2.10208
Building and maintaining trust in clinical decision support: Recommendations from the Patient-Centered CDS Learning Network
Abstract
Knowledge artifacts in digital repositories for clinical decision support (CDS) can promote the use of CDS in clinical practice. However, stakeholders will benefit from knowing which they can trust before adopting artifacts from knowledge repositories. We discuss our investigation into trust for knowledge artifacts and repositories by the Patient-Centered CDS Learning Network's Trust Framework Working Group (TFWG). The TFWG identified 12 actors (eg, vendors, clinicians, and policy makers) within a CDS ecosystem who each may play a meaningful role in prioritizing, authoring, implementing, or evaluating CDS and developed 33 recommendations distributed across nine "trust attributes." The trust attributes and recommendations represent a range of considerations such as the "Competency" of knowledge artifact engineers and the "Organizational Capacity" of institutions that develop and implement CDS. The TFWG findings highlight an initial effort to make trust explicit and embedded within CDS knowledge artifacts and repositories and thus more broadly accepted and used.
Keywords: decision support systems, clinical; health policy; learning health system; trust.
© 2019 The Authors. Learning Health Systems published by Wiley Periodicals, Inc. on behalf of the University of Michigan.
Conflict of interest statement
Dr Middleton receives salary as an employee and stock holder of Apervita, Inc, receives funding from the Gordon and Betty Moore Foundation research support, and is a consultant to the AHRQ‐funded Patient‐centered CDS Learning Network. All other authors report no potential conflicts of interest.
Figures
Similar articles
-
Lessons Learned from a National Initiative Promoting Publicly Available Standards-Based Clinical Decision Support.Appl Clin Inform. 2023 May;14(3):566-574. doi: 10.1055/s-0043-1769911. Epub 2023 Jul 26. Appl Clin Inform. 2023. PMID: 37494970 Free PMC article.
-
Challenges and opportunities for advancing patient-centered clinical decision support: findings from a horizon scan.J Am Med Inform Assoc. 2022 Jun 14;29(7):1233-1243. doi: 10.1093/jamia/ocac059. J Am Med Inform Assoc. 2022. PMID: 35534996 Free PMC article.
-
Towards meaningful medication-related clinical decision support: recommendations for an initial implementation.Appl Clin Inform. 2011 Feb 9;2(1):50-62. doi: 10.4338/ACI-2010-04-RA-0026. Print 2011. Appl Clin Inform. 2011. PMID: 23616860 Free PMC article.
-
Advances in Sharing Multi-sourced Health Data on Decision Support Science 2016-2017.Yearb Med Inform. 2018 Aug;27(1):16-24. doi: 10.1055/s-0038-1641215. Epub 2018 Aug 29. Yearb Med Inform. 2018. PMID: 30157504 Free PMC article. Review.
-
Grand challenges in clinical decision support.J Biomed Inform. 2008 Apr;41(2):387-92. doi: 10.1016/j.jbi.2007.09.003. Epub 2007 Sep 21. J Biomed Inform. 2008. PMID: 18029232 Free PMC article. Review.
Cited by
-
Advancing patient-centered clinical decision support in today's health care ecosystem: key themes from the Clinical Decision Support Innovation Collaborative's 2023 Annual Meeting.JAMIA Open. 2024 Oct 23;7(4):ooae109. doi: 10.1093/jamiaopen/ooae109. eCollection 2024 Dec. JAMIA Open. 2024. PMID: 39445034 Free PMC article. Review.
-
Promoting TEFCA with Blockchain Technology: A Decentralized Approach to Patient-centered Healthcare Data Management.AMIA Annu Symp Proc. 2024 Jan 11;2023:824-833. eCollection 2023. AMIA Annu Symp Proc. 2024. PMID: 38222410 Free PMC article.
-
21st century (clinical) decision support in nursing and allied healthcare. Developing a learning health system: a reasoned design of a theoretical framework.BMC Med Inform Decis Mak. 2023 Dec 5;23(1):279. doi: 10.1186/s12911-023-02372-4. BMC Med Inform Decis Mak. 2023. PMID: 38053104 Free PMC article. Review.
-
Lessons Learned from a National Initiative Promoting Publicly Available Standards-Based Clinical Decision Support.Appl Clin Inform. 2023 May;14(3):566-574. doi: 10.1055/s-0043-1769911. Epub 2023 Jul 26. Appl Clin Inform. 2023. PMID: 37494970 Free PMC article.
-
A lifecycle framework illustrates eight stages necessary for realizing the benefits of patient-centered clinical decision support.J Am Med Inform Assoc. 2023 Aug 18;30(9):1583-1589. doi: 10.1093/jamia/ocad122. J Am Med Inform Assoc. 2023. PMID: 37414544 Free PMC article.
References
-
- Osheroff JA, Teich J, Levick D, et al. Improving outcomes with clinical decision support: an implementer's guide. 2nd ed. Chicago, IL: HIMSS; 2012.
-
- Middleton B. The clinical decision support consortium. Stud Health Technol Inform. 2009;150:26‐30. - PubMed
LinkOut - more resources
Full Text Sources
