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21. Outcomes and Objectives Workgroup: Integration of Patient-Centered Clinical Decision Support Into Shared Decision Making (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-09/FINAL%20OO%20PC%20CDS%20SDM%20Report.pdf
    January 01, 2023 - The CDSiC will also use the framework to inform product development under its Stakeholder and Community … BMC Med Inform Decis Mak. 2020;20(1):46. Published 2020 Mar 4. … BMC Med Inform Decis Mak. 2019;19(1):196. Published 2019 Oct 21. … BMC Med Inform Decis Mak. 2022 Dec 7;22(1):323. doi: 10.1186/s12911-022-02058-3. … BMC Med Inform Decis Mak. 2020;20(1):46.

22. Standards and Regulatory Frameworks Workgroup: Charter – Option Year 2 (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-12/OY2_Final%20SRF%20Workgroup%20Charter.pdf
    January 01, 2024 - Identify current data representation and exchange standards and regulatory frameworks that influence and inform … standards, regulations, and policies to better understand the standards development landscape and inform … • Inform CDSiC Innovation Center projects focused on using CDS standards for development and implementation … that was previously developed by the Workgroup, allowing for further added value of the taxonomy to inform … Workgroup meetings where manuscript-related activities (such as additional research activities to inform

23. Incorporating Patient Preferences in Patient-Centered Clinical Decision Support (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-06/TPC%20Topic%20Highlight%20Patient%20Preferences.pdf
    January 01, 2025 - Clinical decision support (CDS) provides timely information, usually during care, to help inform decisions … Because of this, it's important to regularly collect and update patient preference information to inform … Patient preferences can be grouped into different categories based on what they involve and inform. … Treatment preferences inform the type of treatment a patient would like to receive for a condition or … the procedure.7 Exhibit 3 illustrates how preventive care preferences may be collected and used to inform

24. Artificial Intelligence-Supported Patient-Centered Clinical Decision Support: A Summary of Considerations (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-06/IAS%20Topic%20Highlight%20AI%20and%20PC%20CDS_508%20Compliant.pdf
    January 01, 2025 - Clinical decision support (CDS) refers to digital tools used to help inform patient care decisions.1 … The challenges and promising practices described in this document can inform the future development … J Am Med Inform Assoc. 2022 Jun 14;29(7):1233-1243. doi: 10.1093/jamia/ocac059. 4 Stryker C. … Int J Med Inform. 2017 Jun;102:35-49. doi: 10.1016/j.ijmedinf.2017.02.014. … Yearb Med Inform. 2020 Aug;29(1):51-57. doi: 10.1055/s-0040-1701980. 32 Desai P, Dobes A, Shah A,

25. Home | CDSiC
    cdsic.ahrq.gov/
    July 02, 2025 - an aspect of the implementation planning and needs assessment process to assess PC CDS value and can inform … evaluations of CDS can limit generalizability and the use of study findings to assess PC CDS value and inform … and Objectives Workgroup) is exploring this question and developing products and insights that can inform

26. Trust & Patient-centeredness Workgroup: Methods for Involving End-users in PC CDS Co-design (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-09/TPC_Codesign%20Report%20to%20AHRQ%20FINAL.pdf
    January 01, 2023 - J Am Med Inform Assoc. 2022;29(7):1233-1243. … Yearb Med Inform. 2016;Suppl 1(Suppl 1):S103-S116. … Appl Clin Inform. 2016;7(1):128-142. … BMC Med Inform Decis Mak. 2010;10(40). … Int J Med Inform. 2012;81(11):761-772.

27. Trust and Patient-Centeredness Workgroup: Action Plan to Collect and Use Social Determinants of Health Data in Patient-Centered Clinical Decision Support (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-09/AHRQ%20Final%20TPC%20SDOH%20Action%20Plan.pdf
    January 01, 2024 - As PC CDS technology evolves and focuses on the identification and use of SDOH data to inform decision … CDS can leverage AI algorithms to help inform patient care decisions and analyze patient data across … J Am Med Inform Assoc. 2011;18 Suppl 1(Suppl 1):i132-9. … J Biomed Inform. 2021;120:103851. … J Am Med Inform Assoc. 2021;28(12):2608-2616. doi:10.1093/jamia/ocab194 52 Nguyen C, Barkin S.

28. CDSiC Stakeholder Community and Outreach Center: Quarterly Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-02/Stakeholder%20Center%20Quarterly%20Report%20Two_508_Jan26.pdf
    January 01, 2023 - focused on developing a conceptual model of the workflow between patient apps and health IT systems to inform … To inform what information to gather through the literature review data abstraction process, the team … , and data extraction tool in August 2022 and is currently reviewing and abstracting literature to inform … These preliminary findings will inform future targeted searches, as needed. … literature review on literature related to source credibility in health care and other contexts to inform

29. Patient Centered Infographic (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-05/Patient%20Centered%20CDS%20Infographic_508_1.pdf
    January 01, 2024 - incorporate patient-centered factors related to knowledge, data, delivery, and use.2 Digital tools that inform

30. Trust and Patient-Centeredness Workgroup: Patient and Caregiver Perspectives on Generative Artificial Intelligence in Patient-Centered Clinical Decision Support (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-07/OY1_FINAL%20TPC%20Patient%20Perspectives%20Generative%20AI.pdf
    January 01, 2024 - and analyze data, streamline communication between patients or caregivers and their care team, and inform … issues and doubted its capacity to accurately and comprehensively use the necessary data needed to inform … For example, one participant described an experience with discovering that the evidence used to inform … This includes transparency about the underlying data used to inform and train AI-enabled tools. … J Am Med Inform Assoc. 2022;29(7):1233-1243. doi:10.1093/jamia/ocac059. 2 IBM.

31. Standards and Regulatory Frameworks: Workgroup Charter (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-02/Standards%20and%20Regulatory%20Frameworks%20Workgroup%20Charter_Final.pdf
    January 01, 2024 - Workgroup are outlined below: • Identify current standards and regulatory frameworks that influence and inform … standards, regulations, and policies to better understand the standards development landscape and inform … • Inform CDSiC Innovation Center projects focused on using CDS standards for development and implementation

32. Scaling, Measurement, and Dissemination of CDS Workgroup: Approaches to Measuring Patient-Centered CDS Workflow and Lifeflow Impact Executive Summary (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-08/Exec%20Sum_SMD%20Workflow%20Measurement%20Approaches%20Report%20to%20AHRQ%208.9.23_508.pdf
    January 01, 2023 - to think about how PC CDS affects care team workflows and patient or caregiver lifeflows, which can inform … This can also inform patient/caregiver interactions with their care team between and during healthcare … While our findings are not an exhaustive list of workflow and lifeflow impact measures, they inform … J Am Med Inform Assoc. 2011;18(5):704–10. 8 Dendere R, Slade C, Burton-Jones A, Sullivan C, Staib … Comput Inform Nurs. 2018;36(12):579-588. doi:10.1097/CIN.0000000000000469 16 Larsen MB, Stokholm R,

33. FINAL WORKGROUP CHARTER: CDS STANDARDS AND REGULATORY FRAMEWORKS (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-01/Final%20Workgroup%20Charter_CDS%20Standards%20and%20Regulatory%20Frameworks_Personnel%20Update_Jan26.pdf
    January 01, 2023 - Workgroup are outlined below: ■ Identify current standards and regulatory frameworks that influence and inform … standards, regulations, and policies to better understand the standards development landscape and inform … ■ Inform CDSiC Innovation Center projects focused on using CDS standards for development and implementation

34. Moving the Needle on Advancing Patient-Centered Clinical Decision Support through the CDSiC’s Four Workgroups | CDSiC
    cdsic.ahrq.gov/cdsic/workgroup-viewpoint
    February 03, 2023 - information is needed about current approaches to measuring these effects and benchmarking the results to inform … J Am Med Inform Assoc. 2022;29(7):1233-1243. doi:10.1093/jamia/ocac059 [4] Bright TJ, Wong A, Dhurjati … J Am Med Inform Assoc. 2022;29(7):1233-1243. doi:10.1093/jamia/ocac059 [8] Byambasuren O, Sanders S, … J Am Med Inform Assoc 2021; 28 (05) 1051-1056 Back to All Viewpoints Related

35. Patient Prioritization of Measurement Areas for Patient-Centered Clinical Decision Support (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-07/Final%20MO%20Patient%20Prioritization%20of%20Measurement%20Areas%207.18.24.pdf
    January 01, 2024 - J Am Med Inform Assoc JAMIA. 2022;29(7):1233-1243. doi:10.1093/jamia/ocac059 3. … J Am Med Inform Assoc JAMIA. 2023;30(9):1583-1589. doi:10.1093/jamia/ocad122 5. … Open Med Inform J. 2010;4:235. doi:10.2174/1874431101004010235 7. … Yearb Med Inform. 2023;32(1):253-263. doi:10.1055/s-0043-1768732 20. … Online J Public Health Inform. 2021;13(3):E14. doi:10.5210/ojphi.v13i3.11081 22.

36. CDSiC 2024 Project Summary | CDSiC
    cdsic.ahrq.gov/cdsic/project-summary-2024
    October 02, 2024 - Stakeholder Center Workgroups and Innovation Center Cores have developed 33 products and projects to inform

37. CDSiC 2022 Project Summary | CDSiC
    cdsic.ahrq.gov/cdsic/project-summary-2022
    October 31, 2023 - CDSiC’s Stakeholder Workgroups and Innovation Cores focused on creating 15 products and projects to inform

38. CDSiC Project Summary | CDSiC
    cdsic.ahrq.gov/cdsic/project-summary
    October 31, 2022 - Workgroups and Innovation Cores are currently focused on creating 15 products and projects that will inform

39. Exploring How Artificial Intelligence (AI) Can Enhance Patient-Centered Clinical Decision Support | CDSiC
    cdsic.ahrq.gov/cdsic/AI-viewpoint
    February 25, 2025 - to give patients, caregivers, and clinicians evidence-based, patient-specific clinical guidance to inform … AI to provide timely information for patient care, synthesize patient-generated health data to help inform … how these data are stored and shared, and 3) receive information on the underlying evidence used to inform … Stud Health Technol Inform. 2024 Jan 25;310:444-448. doi: 10.3233/SHTI231004.

40. Measurement and Outcomes Workgroup: Inventory of Patient Preference Measurement Tools for PC CDS Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-03/Final_MO_Patient%20Preference%20Report_6.7.24.pdf
    January 01, 2025 - The measurement of patient preferences to inform healthcare decision making is an emerging area. … J Am Med Inform Assoc. 1998;5(3):257-262. doi:10.1136/jamia.1998.0050257 3 FDA. … J Am Med Inform Assoc. 2022;29(7):1233-1243. doi:10.1093/jamia/ocac059 7 Park M, Giap T-T-T, Lee M … Stud Health Technol Inform. 2020;270:532-536. doi:10.3233/SHTI200217 10 Hamilton, et al. (2011) The … BMC Med Inform Decis Mak. 2019;19(1):189.