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41. Standards and Regulatory Frameworks Workgroup: Prioritizing Patient Preferences for Standardization to Support PC CDS (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-09/SRF_Patient%20Preference%20Standardization%20Priorities_508.pdf
    January 01, 2024 - PC CDS tools will have more impact when they can produce clinical recommendations that incorporate and … As a result, patient preferences may not be seamlessly incorporated into PC CDS tools and recommendations … Future Directions PC CDS tools will be more impactful when they can produce clinical recommendations … And it’s giving you some recommendations based on what your preferences were, but they’ve changed. … In turn, electronic tools including CDS that provide recommendations based on this preference information

42. Trust and Patient-Centeredness Workgroup: Capturing Patient Preferences for Patient-Centered Clinical Decision Support Within Patient Lifeflows and Clinical Workflows | CDSiC
    cdsic.ahrq.gov/cdsic/patient-preferences-workflow-lifeflow
    August 01, 2024 - satisfaction, improve health outcomes, promote patient autonomy, and support patient adherence to clinical recommendations

43. CDSiC Year 3 Period of Performance Report | CDSiC
    cdsic.ahrq.gov/cdsic/year3-period-performance-report
    September 30, 2024 - interviews, focus groups, and technical expert panels); and developed over 21 resources with concrete recommendations

44. Measurement and Outcomes Workgroup: Charter – Option Year 2 (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-12/OY2_Final%20MO%20Workgroup%20Charter.pdf
    January 01, 2024 - decision making will prioritize consensus methods, particularly for operational decisions or determining recommendations … discussed or providing asynchronous feedback on manuscript-focused activities. 2 https://www.icmje.org/recommendations … roles-and-responsibilities/defining-the-role-of-authors-and-contributors.html https://www.icmje.org/recommendations

45. Measurement and Outcomes Workgroup: Inventory of Patient Preference Measurement Tools for PC CDS Report | CDSiC
    cdsic.ahrq.gov/cdsic/patient-preference-measurement-tools-report
    June 20, 2024 - patient preferences varies widely, and few CDS tools consider patient preferences when providing clinical recommendations

46. Trust and Patient-Centeredness Workgroup: Improving the Source Credibility of Patient-Centered Clinical Decision Support Tools | CDSiC
    cdsic.ahrq.gov/cdsic/source-credibility
    July 01, 2023 - support (PC CDS) requires strengthening patients’ and clinicians’ trust in each other and in PC CDS recommendations

47. CDSiC Stakeholder Center Progress Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-06/CDSiC%20Stakeholder%20Center%20Quarterly%20Report%20Q2%202025.pdf
    January 01, 2025 - Standards and Regulatory Frameworks Workgroup Manuscript: A General Taxonomy of Reasons for Overriding Recommendations … Workgroup further refines and validates the Workgroup’s Initial Taxonomy of Override Reasons for PC CDS Recommendations … standardized language for six domains and corresponding subdomains of reasons for overriding PC CDS recommendations … Standards and Regulatory Frameworks Workgroup: An Initial Taxonomy of Override Reasons for PC CDS Recommendations … Standards and Regulatory Frameworks Workgroup Manuscript: A General Taxonomy of Reasons for Overriding Recommendations

48. CDSiC Stakeholder Center Progress Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-05/CDSiC%20Stakeholder%20Center%20Quarterly%20Report%20Q1%202024.pdf
    January 01, 2024 - Recommendations on how AI can be used to scale PC CDS in a patient-centered way are also provided. … system leaders Case Studies of PC CDS Implementations to Identify Challenges, Opportunities, and Recommendations … implementations supported by AHRQ, and derive more detailed insights into the key challenges, opportunities, and recommendations … Standards and Regulatory Frameworks Workgroup Taxonomy of Override Reasons for PC CDS Recommendations

49. CDSiC Stakeholder Center Progress Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-07/CDSiC%20Stakeholder%20Center%20Quarterly%20Report%20Q2%202024_7.18.24.pdf
    January 01, 2024 - Recommendations on how AI can be used to scale PC CDS in a patient-centered way are also provided. … implementations supported by AHRQ, and derive more detailed insights into the key challenges, opportunities, and recommendations … Standards and Regulatory Frameworks Workgroup An Initial Taxonomy of Override Reasons for PC CDS Recommendations … Prioritization of Measurement Areas for PC CDS (Level 3) An Initial Taxonomy of Override Reasons for PC CDS Recommendations

50. 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 - Workflow and Lifeflow Impact Measurement Gaps and Recommendations .......................... 8 … • A list of gaps and recommendations that serve as a starting ground for the research community to … Care team acceptance Care team acceptance of the information / recommendations provided. … We identified measurement gaps in three areas and corresponding recommendations to advance understanding … Workflow and Lifeflow Impact Measurement Gaps and Recommendations Gap Recommendation Conducting and

51. 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 | CDSiC
    cdsic.ahrq.gov/cdsic/2023-annual-meeting-key-themes
    October 23, 2024 - Workgroup: An Initial Taxonomy of Override Reasons for Patient-Centered Clinical Decision Support (PC CDS) Recommendations

52. Exploring How Artificial Intelligence (AI) Can Enhance Patient-Centered Clinical Decision Support | CDSiC
    cdsic.ahrq.gov/cdsic/AI-viewpoint
    February 25, 2025 - improve care delivery by analyzing patient data, processing large amounts of clinical data to provide recommendations … output, which can build trust and provide a better understanding of the reasoning behind AI-generated recommendations … across health systems and patient populations—carefully exploring opportunities, considerations, and recommendations

53. CDSiC Base Period of Performance Report | CDSiC
    cdsic.ahrq.gov/cdsic/base-period-performance-report
    October 01, 2023 - technical expert panels; and developed over 30 resources for the CDS community that provide concrete recommendations

54. AHRQ CDSiC Project Summary (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-10/FINAL%20CDSiC%20Project%20Summary%20PDF_508c.pdf
    January 01, 2024 - Adoption, and Scaling Through PC CDS Case Studies * • An Initial Taxonomy of Override Reasons for PC CDS Recommendations

55. Standards and Regulatory Frameworks Workgroup: Improving Interoperability of Patient Apps With the Health IT Ecosystem (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-08/CDSiC%20App%20Interoperability%20Report_508.pdf
    January 01, 2023 - The report concludes with recommendations for addressing interoperability barriers and gaps. … The CDS returns recommendations to the ordering clinician. … CDS recommendations are displayed within the EHR via CDS Hooks cards. 27 4.4.2 Standards for … Many of the issues that apply to integrated viewing of data also apply to creating PC CDS recommendations … Discussion: An Action Plan for an Integrated PC CDS Ecosystem 5.1 Summary and Recommendations 5.1.1

56. 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 - & Medicaid Services, etc.) that have bearing on CDS progress; the group will also develop and vet recommendations … decision-making will prioritize consensus methods, particularly for operational decisions or determining recommendations

57. CDSiC Innovation Center Charter - Option Year 2 | CDSiC
    cdsic.ahrq.gov/cdsic/innovation-center-charter-oy2
    December 06, 2024 - stakeholders who are involved in or affected by Innovation Center work Decision making frameworks to guide recommendations

58. CDSiC Operations Center Charter - Option Year 2 | CDSiC
    cdsic.ahrq.gov/cdsic/cdsic-operations-center-charter-oy2
    December 06, 2024 - stakeholders who are involved in or affected by Operations Center work   Decision-making frameworks to guide recommendations

59. CDSiC Stakeholder Community and Outreach Center Charter - Option Year 2 | CDSiC
    cdsic.ahrq.gov/cdsic/stakeholder-community-outreach-center-charter-oy2
    December 06, 2024 - stakeholders who are involved with or affected by Stakeholder Center work Decision-making frameworks to guide recommendations

60. Quartz App to Support Medication Adherence: Usability and Feasibility Assessment | CDSiC
    cdsic.ahrq.gov/cdsic/quartz-assessment-report
    September 26, 2024 - Workgroup: An Initial Taxonomy of Override Reasons for Patient-Centered Clinical Decision Support (PC CDS) Recommendations