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21. Real World PC CDS: Patient-Centered CDS for Postpartum Hypertension Monitoring | CDSiC
    cdsic.ahrq.gov/cdsic/patient-centered-cds-postpartum-hypertension-monitor
    September 28, 2022 - There are a multitude of ways in which patient-centered clinical decision support (PC CDS) tools … Support September 20, 2024 Measurement and Outcomes Workgroup: Patient Preference Measurement Tools … December 14, 2022 Measurement and Outcomes Workgroup: Inventory of Patient Preference Measurement Tools

22. Implementation, Adoption, and Scaling Workgroup: Landscape Assessment on the Use of Artificial Intelligence To Scale PC CDS (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-07/Final%20IAS_AI%20Landscape%20Assessment%206.24.24%20(003).pdf
    January 01, 2024 - Information on the external validation of AI-based tools is limited. … AI-based tools could potentially exacerbate the digital divide. • Promising practices. … Information on the external validation of AI-based tools is limited. … AI-based PC CDS tools could potentially exacerbate the digital divide. • Promising Practices. … Evaluating AI-enabled clinical decision and diagnostic support tools using real-world data.

23. Charting a Path for Patient-Centered Clinical Decision Support: Key Themes from the 2024 Clinical Decision Support Innovation Collaborative Annual Meeting | CDSiC
    cdsic.ahrq.gov/cdsic/2024-annual-meeting-viewpoint
    September 18, 2024 - sessions on emerging topics such as the use of artificial intelligence (AI) in digital health care tools … and developing quality improvement measures to facilitating the adoption and use of decision support tools … meaningfully engage with patients throughout the development, implementation, and evaluation of PC CDS tools … health literacy should be included as a key domain to assess when measuring the performance of PC CDS tools … with maintaining patient-centeredness, citing an absolute need to rigorously evaluate AI-powered CDS tools

24. Exploring How Artificial Intelligence (AI) Can Enhance Patient-Centered Clinical Decision Support | CDSiC
    cdsic.ahrq.gov/cdsic/AI-viewpoint
    February 25, 2025 - of the inputs and algorithms used by AI to generate output—is a key challenge to using AI-supported tools … overreliance on such tools. … Instead, clinicians should use AI tools to improve their practice, such as by streamlining processes … This “human in the loop” approach will be critical to building trust in using AI-supported PC CDS tools … The PAIGE evaluation results highlight the need for AI-supported communication tools to incorporate

25. Artificial Intelligence-Supported Patient-Centered Clinical Decision Support: A Summary of Considerations | CDSiC
    cdsic.ahrq.gov/cdsic/AI-topic-highlight
    June 18, 2025 - Artificial intelligence (AI)-supported patient-centered clinical decision support (PC CDS) tools offer … This resource offers strategies for improving AI-supported PC CDS to ensure these tools support, rather … Patient-Centeredness Workgroup: Improving the Source Credibility of Patient-Centered Clinical Decision Support Tools

26. 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 - Patient-Centeredness Workgroup: Improving the Source Credibility of Patient-Centered Clinical Decision Support Tools … framework for understanding the role of source credibility in patient-centered clinical decision support tools … Designing CDS tools and systems that run on up-to-date information and signal the timeliness of embedded … Patient-Centeredness Workgroup: Improving the Source Credibility of Patient-Centered Clinical Decision Support Tools

27. CDSiC Stakeholder Community and Outreach Center: Quarterly Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-09/Stakeholder%20Center%202023%20Q3%20Report%20to%20AHRQ%209.27.23.pdf
    January 01, 2023 - Exchanges [HIEs], analytic platforms, personal health data platforms, population health management tools … , care management tools) used by clinicians. … This product provides a user guide and inventory of quantitative and qualitative measures and tools … The product’s recommended approaches for increasing the source credibility of PC CDS tools can help … /resource-1.html https://www.ahrq.gov/health-literacy/professional-training/shared-decision/tools/

28. Measurement and Outcomes Workgroup | CDSiC
    cdsic.ahrq.gov/cdsic/cdsic-stakeholder-community-outreach-center/measurement-outcomes
    January 02, 2025 - The reports, resources, and tools created by this Workgroup support the CDSiC and the broader CDS community … Measurement and Outcomes Workgroup: Inventory of Patient Preference Measurement Tools for PC CDS Report … This report describes an inventory of tools to collect patient preference information. … Measurement and Outcomes Workgroup: Patient Preference Measurement Tools for PC CDS Inventory Spreadsheet … to support the incorporation of patient preferences into PC CDS tools.

29. Trust and Patient-Centeredness Workgroup: Action Plan to Collect and Use Social Determinants of Health Data in Patient-Centered Clinical Decision Support | CDSiC
    cdsic.ahrq.gov/cdsic/action-plan-SDOH
    September 20, 2024 - , there is a need to identify opportunities that will advance the use of this information in PC CDS tools … The needs include: Identifying clinical guidelines that incorporate SDOH to develop PC CDS tools Understanding … to support data capture and integration for PC CDS development Measuring the effectiveness of PC CDS tools

30. CDSiC Stakeholder Center Progress Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-10/CDSiC%20Stakeholder%20Center%20Quarterly%20Report%20Q3%202024_0.pdf
    January 01, 2024 - This product builds on the foundation work of the prior report to 1) identify existing instruments/tools … The final inventory includes 43 instruments/tools for capturing patient preferences. … for PC CDS, educating patients and caregivers on AI- enabled tools, and using AI to supplement, rather … This report describes an inventory of tools to collect patient preference information. … https://cdsic.ahrq.gov/cdsic/patient-preference-measurement-tools-report https://cdsic.ahrq.gov/cdsic

31. Trust and Patient-Centeredness Workgroup: An Introductory Handbook for Patient Engagement Throughout the Patient-Centered Clinical Decision Support Lifecycle | CDSiC
    cdsic.ahrq.gov/cdsic/patient-engagement-handbook
    September 01, 2023 - the best methods to engage patients in the development of patient-centered clinical decision support tools … implementation of patient-centered clinical decision support (PC CDS) can ensure that decision support tools … While PC CDS continues to grow and evolve, the role of patient engagement in developing these tools remains

32. Scaling, Measurement, and Dissemination of CDS Workgroup: PC CDS Performance Measurement Inventory User Guide | CDSiC
    cdsic.ahrq.gov/cdsic/measurementuserguide
    August 01, 2023 - , 2023 Patient-centered clinical decision support (PC CDS) includes digital tools … Identify the tools and measurement approaches reported in the literature to collect and analyze PC CDS … Patient-Centeredness Workgroup: Improving the Source Credibility of Patient-Centered Clinical Decision Support Tools

33. CDSiC Innovation Center Quarterly Report, July to September 2024 | CDSiC
    cdsic.ahrq.gov/cdsic/innovation-center-quarterly-report-july-september-2024
    September 30, 2024 - decision support (PC CDS) is measured in the real world, and 2) an evaluation of Core 2’s prototype PC CDS tools … These projects aim to address the gaps in the tools, techniques, and standards required to accurately … These projects consider the use of artificial intelligence in decision support tools, and begin to explore … Patient-Centeredness Workgroup: Improving the Source Credibility of Patient-Centered Clinical Decision Support Tools

34. CDSiC Innovation Center Quarterly Report, April to June 2024 | CDSiC
    cdsic.ahrq.gov/cdsic/innovation-center-quarterly-report-april-june-2024
    July 01, 2024 - decision support (PC CDS) is measured in the real world, and 2) evaluate Core 2’s prototype PC CDS tools … These projects aim to address the gaps in the tools, techniques, and standards required to accurately … These projects consider the use of artificial intelligence (AI) in decision support tools, and begin … Patient-Centeredness Workgroup: Improving the Source Credibility of Patient-Centered Clinical Decision Support Tools

35. Trust and Patient-centeredness: Workgroup Charter (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-02/Final%20TPC%20Workgroup%20Charter%20to%20AHRQ%2012.5.23.pdf
    January 01, 2024 - achieve this, the CDSiC will: • Create a learning community to share and advance the knowledge, tools … representatives, health IT developers, professionals who create or distribute content regarding or tools … Quality, Rockville, MD. https://www.ahrq.gov/health-literacy/professional-training/shared- decision/tools … https://www.ahrq.gov/health-literacy/professional-training/shared-decision/tools/factsheet.html CDSiC … November 2023 • Synthesizes important information regarding the best practices for leveraging CDS tools

36. Outcomes and Objectives Workgroup: Taxonomy of Patient Preferences | CDSiC
    cdsic.ahrq.gov/cdsic/patient-preference-taxonomy
    May 01, 2023 - preference information most relevant to PC CDS, which CDS developers can use to develop new PC CDS tools … organizations in developing workflows to capture patient preference information and configuring PC CDS tools … Related Resources Measurement and Outcomes Workgroup: Inventory of Patient Preference Measurement Tools … CDS Report June 20, 2024 Measurement and Outcomes Workgroup: Patient Preference Measurement Tools … Patient-Centeredness Workgroup: Improving the Source Credibility of Patient-Centered Clinical Decision Support Tools

37. Stakeholder Community & Outreach Center | CDSiC
    cdsic.ahrq.gov/cdsic/cdsic-stakeholder-community-outreach-center
    January 02, 2025 - These Workgroups are developing written products in the form of reports, resources, and tools that will … Measurement and Outcomes Workgroup: Inventory of Patient Preference Measurement Tools for PC CDS Report … This report describes an inventory of tools to collect patient preference information. … Measurement and Outcomes Workgroup: Patient Preference Measurement Tools for PC CDS Inventory Spreadsheet … to support the incorporation of patient preferences into PC CDS tools.

38. CDSiC Stakeholder Community and Outreach Center: Quarterly Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-02/CDSiC%20Stakeholder%20Center%20Quarterly%20Report%20Q4%202023_0.pdf
    January 01, 2024 - Product Title (Level) Description Workgroup: Measurement and Outcomes Inventory of Measurement Tools … (Level 3) The Workgroup will conduct a landscape assessment to 1) identify existing instruments/tools … accompanying narrative that describes practical challenges with using a select number of measures, tools … Workgroup: Trust and Patient-Centeredness Patient and Caregiver Perspectives on AI in PC CDS Tools … focus group sessions to understand patient and caregiver perspectives on the use of generative AI tools

39. CDSiC & Researchers | CDSiC
    cdsic.ahrq.gov/cdsic/researchers
    May 22, 2025 - through the CDSiC include peer-reviewed articles, literature scans, measures, frameworks, and other tools … Patient-Centeredness Workgroup: Improving the Source Credibility of Patient-Centered Clinical Decision Support Tools … framework for understanding the role of source credibility in patient-centered clinical decision support tools … Measurement and Outcomes Workgroup: Inventory of Patient Preference Measurement Tools for PC CDS Report … This report describes an inventory of tools to collect patient preference information.

40. CDSiC Trust and Patient-Centeredness Workgroup Charter - Option Year 2 | CDSiC
    cdsic.ahrq.gov/cdsic/trust-patient-centeredness-workgroup-charter-oy2
    December 06, 2024 - goals of the Workgroup, which are to leverage the knowledge of CDS experts to ensure CDS products and tools … Patient-Centeredness Workgroup: Improving the Source Credibility of Patient-Centered Clinical Decision Support Tools