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1. 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 - or preventive care preferences are often collected during regular appointments, such as wellness visits

2. 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/2024-08/TPC%20Patient%20Preferences%20Workflow%20Lifeflow_8.15.2.pdf
   January 01, 2024 - that the collection of certain patient preferences is part of patient-clinician discussions during visits

3. 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 - no action.3 Shared decision making is an ongoing process that may occur during or between medical visits … Clinician presents options to patient, before, during, or virtually between visits.

4. AHRQ Patient Reported Outcome (PRO) Clinical Decision Support (CDS) Dashboard Overview (pdf file)
   cdsic.ahrq.gov/sites/default/files/2023-10/CDSiC%20Innovation%20Core-PRO%20Dashboards%20Overview%20Revised_Small_1.pdf
   January 01, 2023 - where they encourage patients to complete the patient health questionnaire-9 (PHQ-9) before their visits … Follow up actions including visits with a psychiatrist or social worker, psych referral, or psych

5. 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 - Examples of how AI can be used to scale PC CDS include gathering information from patients between visits … , facilitating and prioritizing messaging between visits, or notifying clinicians of changes to a patient … AI-generated responses between visits may lack contextual awareness and may not be tailored to patients … Using AI To Communicate With Patients Between Visits, Prioritize Patient Portal Messages, and Identify … AI is currently being used to facilitate language translation during visits for patients with limited

6. 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 - note.14 Because of these tools, clinicians can spend less time entering data on the computer during visits … As a result, patients may feel more listened to during visits, and a patient’s care plans may better … during patient care,18 meaning they have more time to focus on the patients and patient safety during visits

7. Making Patient Apps Interoperable With the Health IT Ecosystem (pdf file)
   cdsic.ahrq.gov/sites/default/files/2025-06/SRF%20Topic%20Highlight%20Patient%20App%20Interoperability.pdf
   January 01, 2025 - The mobile app allows patients to capture and review their PROs between clinical visits after being

8. PAIGE Chatbot For Patient-Clinician Communication: (pdf file)
   cdsic.ahrq.gov/sites/default/files/2024-09/PAIGE%20Assessment%20Report_Public%20Version.pdf
   January 01, 2024 - their time to interact with patients via portal messages is limited (versus compensated in-person visits … better at incentivizing time spent on portal messages, such as value-based care models and scheduled e-visits … patient portal for clinician messaging determined those with higher out-of- pocket costs for in-person visits … One clinician noted that PAIGE holds promise once value-based care models and e-visits are more prevalent … The clinician noted that even as part of an accountable care organization, more than 90% of visits were

9. Home | CDSiC
   cdsic.ahrq.gov/
   August 15, 2025 - : Skip to main content HHS.gov Menu Main navigation CDS Home CDS Innovation Collaborative An official website of the Department of Health & Human Services …

10. Quartz App to Support Medication Adherence: Usability and Feasibility Assessment (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-09/Quartz%20Assessment%20Report_Public%20Version_0.pdf
    January 01, 2024 - This enables clinicians to monitor the patient’s medication use between visits alongside other relevant … Secondly, adding large volumes of data such as historical visits and vital signs through the EHR’s … Primary care physicians have many competing priorities and needs during patient visits, particularly … they ask their patients about their ability to take their medications as prescribed during in-office visits … the potential to facilitate patient care by collecting valuable information about patients between visits

11. Incorporating Patient Preferences in Patient-Centered Clinical Decision Support  | CDSiC
    cdsic.ahrq.gov/cdsic/patient-preferences-topic-highlight
    June 25, 2025 - : Skip to main content HHS.gov Menu Main navigation CDS Home CDS Innovation Collaborative An official website of the Department of Health & Human Services …

12. 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 - : Skip to main content HHS.gov Menu Main navigation CDS Home CDS Innovation Collaborative An official website of the Department of Health & Human Services …

13. Scaling, Measurement, and Dissemination of CDS Workgroup: Approaches to Measuring Patient-Centered CDS Workflow and Lifeflow Impact (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-08/SMD%20Workflow%20Measurement%20Approaches%20Report_to%20AHRQ%208.9.23_508.pdf
    January 01, 2023 - intersection of the decision support with the tasks of clinician and care team (e.g., preparing for clinician visits … of Rheumatology rheumatoid arthritis disease activity and functional status measures for telehealth visits

14. 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 - of Rheumatology rheumatoid arthritis disease activity and functional status Measures for telehealth visits

15. PC CDS Performance Measurement Inventory (xls file)
    cdsic.ahrq.gov/sites/default/files/2023-09/SMD%20PC%20CDS%20Performance%20Measurement%20Inventory_FINAL_9.19.23.xlsx
    January 01, 2023 - Use Clinician workflow integration Efficiency Efficiency of visits for patients, measured via length … Clinical time savings, annual Annual time savings, measured as the total number of preventive care visits … Use Adoption Care team tool use during visit Proportion of visits in which the application was opened

16. Implementation, Adoption, and Scaling Workgroup: Key Factors and Considerations for Assessing the Value of Patient-Centered Clinical Decision Support (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-10/IAS_Key%20Factors%20and%20Considerations%20for%20Assessing%20the%20Value%20of%20PC%20CDS.pdf
    January 01, 2024 - team estimated the costs (and utilization) associated with hospitalizations, emergency department visits … , and outpatient visits for patients 65 years of age and older. … promoting appropriate, timely care management engagement may decrease avoidable emergency department visits … implementers assessed staffing efficiencies by measuring increases in the total number of patient visits

17. Outcomes and Objectives Workgroup: Patient-Focused Outcome Measures for Patient-Centered CDS (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-10/Final%20OO%20Patient%20Outcomes%20of%20PC%20CDS%20to%20AHRQ%2010.6.23.pdf
    January 01, 2023 - Outcomes and Objectives Workgroup: Patient-Focused Outcome Measures for Patient-Centered CDS Outcomes and Objectives Workgroup: Patient-Focused Outcome Measures for Patient- Centered Clinical Decision Support Agency for Healthcare Research and Quality 5600 Fishers Lane Rockville, MD 20857…

18. CDSiC Innovation Center: Quarterly Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-03/Innovation%20Center%20Q1%202025%20Progress%20Report_03.25.25.pdf
    January 01, 2025 - Interoperability Resources (FHIR®)15 to allow clinicians to monitor patients’ medication use between visits

19. 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 - potential to streamline patient–clinician communication, save time, and reduce unnecessary healthcare visits

20. 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 - for both using PC CDS and engaging in SDM (e.g., contending with limited time during primary care visits … This may assist in alleviating some of the clinician burden due to limited preparation before visits