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1. Measurement and Outcomes Workgroup: Patient Preference Measurement Tools for PC CDS Inventory Spreadsheet | CDSiC
   cdsic.ahrq.gov/cdsic/patient-preference-measurement-tools-inventory
   June 20, 2024 - Download Measurement and Outcomes Workgroup: Patient Preference Measurement Tools … from the literature to support the incorporation of patient preferences into PC CDS tools. … The inventory allows users to identify patient preference measurement tools relevant to their needs and … :   Assisting PC CDS designers, developers, implementers, and evaluators in identifying measurement tools … Inventory of Patient Preference Measurement Tools for PC CDS Spreadsheet.

2. 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 - Download Measurement and Outcomes Workgroup: Inventory of Patient Preference Measurement Tools … this inventory report describes an inventory that identifies specific patient preference measurement tools … in decisions about their care to date, collection of patient preferences varies widely, and few CDS tools … from the CDSiC that describes patient preferences domains by outlining available instruments and tools … Inventory of Patient Preference Measurement Tools for PC CDS Report.

3. 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 - In some instances, tools are developed for a specific setting, while other tools are general and designed … Over a third of all tools (n=18) address two of the six domains, and three tools address three out of … Within each domain, most tools only addressed one subdomain; however, 11 tools addressed two subdomains … Most of the tools we identified are accessible only in English, which limits the use of these tools … To ensure universal access to patient preference elicitation tools, these tools must be developed with

4. CDSiC & Patients | CDSiC
   cdsic.ahrq.gov/cdsic/patients
   May 22, 2025 - Decision Support Innovation Collaborative (CDSiC) aims to advance the development of evidence-based tools … When faced with questions about what kind of treatment to pursue, clinicians use decision support tools … But do these tools consider things like a patient’s unique values and preferences? … The patient’s voice is critical in creating tools that give patients the power to make informed decisions … Enhancing Patient Trust in PC CDS Tools Trust and Patient-Centeredness Workgroup

5. How Patient-Centered Clinical Decision Support Can Strengthen Shared Decision Making (pdf file)
   cdsic.ahrq.gov/sites/default/files/2025-07/CDSiC%20Topic%20Highlight_PC%20CDS%20and%20SDM_508_0.pdf
   January 01, 2025 - Patients and caregivers (family members and other caregivers) can learn how digital health tools can … Clinicians (physicians, nurses, specialists, other care team members) can see how tools support data … Delivery: Patient-facing tools can ask patients about relevant preferences, values, and goals. … Clinician-facing tools can send patient information to clinicians to guide decisions. … These PC CDS tools can help facilitate the five steps of the SHARE Approach. 1.

6. 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 - Use of AI tools in a collaborative manner. … This could include using AI tools that specifically benefit patients, such as timesaving tools that … Instead, these tools should be viewed as supplementary or facilitative. … “These types of tools are going to be person- or patient-specific. … and cautioned against overreliance on such tools. 5.

7. Trust and Patient-Centeredness Workgroup: Patient and Caregiver Perspectives on Generative Artificial Intelligence in Patient-Centered Clinical Decision Support | CDSiC
   cdsic.ahrq.gov/cdsic/AI-perspectives
   July 08, 2024 - while providing specific considerations for the development and implementation of AI-supported PC CDS tools … incorporate patient and caregiver views throughout the development and implementation of AI-powered PC CDS tools … The use of these tools has several implications for clinical decision making and the patient-clinician … considerations identified in this report to foster trust and patient-centeredness in AI-supported PC CDS tools … Patient-facing AI tools for PC CDS that incorporate these considerations throughout their design and

8. Standards and Regulatory Frameworks Workgroup: Prioritizing Patient Preferences for Standardization to Support PC CDS | CDSiC
   cdsic.ahrq.gov/cdsic/patient-preferences-standardization
   August 01, 2024 - Patient-centered clinical decision support (PC CDS) tools will have more impact when they can produce … preferences can be encoded with existing terms in standardized codes and terminologies for use in PC CDS tools … As a result, patient preferences may not be seamlessly incorporated into PC CDS tools and recommendations … How To Use This Report PC CDS tools will be more impactful when they can produce clinical recommendations … standardizing patient preference information can advance the incorporation of these data into PC CDS tools

9. Outcomes and Objectives Workgroup: Integration of Patient-Centered Clinical Decision Support Into Shared Decision Making | CDSiC
   cdsic.ahrq.gov/cdsic/pccds-shared-decisionmaking
   September 01, 2023 - September 1, 2023 As patients’ access to health data, information, and tools … support patient decision making both within and beyond clinical encounters through trustworthy digital tools … the knowledge gap between how PC CDS can support SDM by providing a framework for the use of PC CDS tools … June 6, 2022 Measurement and Outcomes Workgroup: Inventory of Patient Preference Measurement Tools … Decision Support August 1, 2023 Measurement and Outcomes Workgroup: Patient Preference Measurement Tools

10. Incorporating Patient Preferences in Patient-Centered Clinical Decision Support  | CDSiC
    cdsic.ahrq.gov/cdsic/patient-preferences-topic-highlight
    June 25, 2025 - PC CDS tools can help collect patient preference data before, during, or after a clinical visit and apply … resource to learn the importance of incorporating patient preferences in PC CDS and how digital health tools … CDS developers can use this resource to develop new PC CDS tools in ways that facilitate patient preference … September 1, 2023 Measurement and Outcomes Workgroup: Inventory of Patient Preference Measurement Tools … Workflows August 1, 2024 Measurement and Outcomes Workgroup: Patient Preference Measurement Tools

11. CDSiC & Developers | CDSiC
    cdsic.ahrq.gov/cdsic/developers
    May 22, 2025 - the development of effective, evidence-based, and patient-centered clinical decision support (CDS) tools … Health IT developers are helping achieve this vision by engaging patients through the co-design of CDS tools … and by building apps and tools that patients can trust.  … Developers can find tools and resources here that reflect the evolving health IT standards and regulatory … framework for understanding the role of source credibility in patient-centered clinical decision support tools

12. Trust and Patient-Centeredness Workgroup | CDSiC
    cdsic.ahrq.gov/cdsic/cdsic-stakeholder-community-outreach-center/trust-patient-centeredness
    January 02, 2025 - The Trust & Patient-Centeredness Workgroup is identifying and promoting PC CDS tools that support trust … Image PC CDS tools and products work best when they support healthcare decisions that align … The reports, resources, and tools developed by the Workgroup will support the design and uptake of trustworthy … 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

13. Infographic: Patient-Centered Clinical Decision Support Explained | CDSiC
    cdsic.ahrq.gov/cdsic/patient-centered-clinical-cds-infographic
    May 01, 2024 - 2024 Patient-Centered Clinical Decision Support (PC CDS) includes digital 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

14. AHRQ CDSiC Project Summary (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-10/FINAL%20CDSiC%20Project%20Summary%20PDF_508c.pdf
    January 01, 2024 - of Patient Apps with the Health IT Ecosystem REPORTS • Improving the Source Credibility of PC CDS Tools … PC CDS Measurement Framework • Real-World Experience in PC CDS Measurement Final Report * GUIDES & TOOLS … CDS Performance Measurement Inventory and User Guide • Inventory of Patient Preference Measurement Tools … : Practical guides or tools that support design, implementation, or measurement of PC CDS PROTOTYPE: … Measurement REPORTS GUIDES & TOOLS PROTOTYPES PC CDS Implementation REPORTS PROTOTYPES Use

15. Trust & Patient-Centeredness Workgroup: Improving the Source Credibility of Patient-Centered Clinical Decision Support Tools (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-08/Final%20TPC%20P3_Source%20Credibility%20to%20AHRQ%208.2.23_508c%20Version.pdf
    January 01, 2023 - • Delivery and incorporation of patient-facing tools. … Completeness also relates to patient health data processed in PC CDS tools. … • PC CDS tools derived from evidence-based guidelines. … • How can PC CDS tools be designed to account for end-user factors? … PC CDS tools derived from evidence-based guidelines.

16. AHRQ CDSiC Project Summary March 2025 (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-03/CDSiC%20Project%20Summary_1.31.25_508c.pdf
    January 01, 2025 - of Patient Apps with the Health IT Ecosystem REPORTS • Improving the Source Credibility of PC CDS Tools … Engagement Throughout the PC CDS Lifecycle BLOG • Improving Patient-Centered Care with Decision Tools … PC CDS Measurement Framework • Real-World Experience in PC CDS Measurement Final Report * GUIDES & TOOLS … CDS Performance Measurement Inventory and User Guide • Inventory of Patient Preference Measurement Tools … : Practical guides or tools that support design, implementation, or measurement of PC CDS PROTOTYPE:

17. 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 … Chatbots are also examples of AI tools that can enhance communication support. … AI-supported tools can analyze large amounts of patient data patterns to make recommendations about … developed and the guidance on how to use these tools is changing. … Evaluating AI-enabled clinical decision and diagnostic support tools using real-world data.

18. Outcomes and Objectives Workgroup: Patient-Focused Outcome Measures for Patient-Centered Clinical Decision Support | CDSiC
    cdsic.ahrq.gov/cdsic/patientfocusedmeasures
    September 01, 2023 - patient-centered factors including patient-centered research, patient-generated data, use of patient-facing tools … July 24, 2024 Measurement and Outcomes Workgroup: Inventory of Patient Preference Measurement Tools … Workflows August 1, 2024 Measurement and Outcomes Workgroup: Patient Preference Measurement Tools … Patient-Centeredness Workgroup: Improving the Source Credibility of Patient-Centered Clinical Decision Support Tools

19. 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 - While not an exhaustive search of available tools, our scan for digital and web-based tools 7 … such tools or limited health or digital literacy to engage with and/or activate these tools. … We reviewed all tools and included web-based tools that were adaptive based on incorporation of preferences … PC CDS-SDM Example Tools Table B1. … PC CDS-SDM Example Tools References

20. 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 - To generate reliable recommendations, PC CDS tools require routine collection and updates of social … Measure the Effectiveness of PC CDS Tools that Incorporate SDOH. … Standardized screening tools available for integration in the EHR. … There are no common measures and metrics specific to evaluating SDOH-based PC CDS tools. … Adoption of social determinants of health EHR tools by community health centers.