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21. 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 - The Mercy Healthcare system is leveraging an AI-based texting tool to help patients struggling with … The tool creates efficiencies in the proactive management of patients and allows clinicians to be … The AI-based tool uses historical data from heart failure patients to predict hospital readmissions … The organization is using LLMs to conduct data profiling and data transformation tasks—the AI tool … Intervention scalability assessment tool: A decision support tool for health policy makers and implementers

22. 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 - This report is intended primarily for PC CDS tool developers and priority end-users. … Such user- informed design revisions to a PC CDS tool can improve favorability and usability among … end-users, which may ultimately improve tool use.23 3. … content and ultimately structure the tool in a way that is meaningful to users. … Participatory design and an eligibility screening tool.

23. Stakeholder Community & Outreach Center | CDSiC
    cdsic.ahrq.gov/cdsic/cdsic-stakeholder-community-outreach-center
    January 02, 2025 - Measurement and Outcomes Workgroup: Patient-Centered Clinical Decision Support Planning and Reporting Tool … information about how to complete the Patient-Centered Clinical Decision Support Planning and Reporting Tool … Measurement and Outcomes Workgroup: Patient-Centered Clinical Decision Support Planning and Reporting Tool …   This tool supports research teams and others in describing how they addressed four key patient-centered … associated patient-centered factors when implementing a patient-centered clinical decision support tool

24. 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 - that will help users understand if the tool is right for their setting. … PC CDS Reporting Tool (Level 2) In 2023, the CDSiC developed the PC CDS Planning, Implementation, and … Reporting Tool to support consistent reporting of PC CDS interventions in the literature. … , which will enable broader adoption of the tool. … The refined reporting tool was then sent to four CDS experts and five novices to field test the tool

25. 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 - Determinants of Health Data in PC CDS * GUIDES & TOOLS • PC CDS Planning, Implementation, and Reporting Tool … and User Guide • PC CDS Planning and Reporting Tool and User Guide * PROTOTYPES • Prototype PC CDS … action-plan-SDOH https://cdsic.ahrq.gov/cdsic/smd-pccds-userguide https://cdsic.ahrq.gov/cdsic/planning-reporting-tool

26. 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 - An example of this task is ambient listening, in which a generative AI tool converts a recorded transcript … For example, a machine learning tool can use voice technology to recognize fluctuations in a patient … For example, a machine learning tool can quickly analyze data from chest X-rays and patient vital signs … As a result, users may not be able to understand how an AI-supported tool comes to a decision without … AI as a co-pilot: AI should be used as a tool that complements patient-clinician interactions, not as

27. AHRQ CDSiC Project Summary (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-10/FINAL%20CDSiC%20Project%20Summary%20PDF_508c.pdf
    January 01, 2024 - Determinants of Health Data in PC CDS * GUIDES & TOOLS • PC CDS Planning, Implementation, and Reporting Tool … and User Guide • PC CDS Planning and Reporting Tool and User Guide * PROTOTYPES • Prototype PC CDS

28. 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 - Tool specific questionnaire: Do you like the layout of the CRS module? … Validated time-motion data collection tool such as the Time Capture Tool (TimeCat) or the Work Observation … EHR-based Visualization Tool: Adoption Rates, Satisfaction, and Patient Outcomes. … Semi-structured interview conducted at baseline and after CDS tool use 2. … Decision Support Analysis Tool 6. Control Preference Scale 7.

29. 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 - Measurement and Outcomes Workgroup: Patient-Centered Clinical Decision Support Planning and Reporting Tool … Measurement and Outcomes Workgroup: Patient-Centered Clinical Decision Support Planning and Reporting Tool

30. CDSiC Stakeholder Community and Outreach Center: Quarterly Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-07/StakeholderCenter2023Q2Report.pdf
    January 01, 2023 - Interventions (Level 3) Finalizing for Posting PC CDS Planning, Implementation, and Reporting Tool … detailed standalone infographic that maps out key points in workflows and lifeflows that a PC CDS tool … PC CDS Planning, Implementation, and Reporting Tool (Level 2). … The reporting tool and accompanying narrative were tested and reviewed by six key informants for ease … In May, the Workgroup support team submitted the draft reporting tool and accompanying narrative to

31. 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 - For healthcare encounters supported by clinician-facing PC CDS, the tool will again use patient data … Patient adoption Documentation of patient adoption of the PC CDS tool and details of its reach. … Care team adoption Documentation of care team adoption of the PC CDS tool and details of its reach. … by the tool. … Validation of a tool to assess health practitioners' decision support and communication skills.

32. CDSiC Innovation Center Quarterly Report, October to December 2022 | CDSiC
    cdsic.ahrq.gov/cdsic/innovation-center-quarterly-reportdec2022
    January 01, 2023 - Measurement and Outcomes Workgroup: Patient-Centered Clinical Decision Support Planning and Reporting Tool … Measurement and Outcomes Workgroup: Patient-Centered Clinical Decision Support Planning and Reporting Tool

33. 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 - Using a PC CDS tool in their patient portal, the patient provides information about themselves before … The PC CDS tool then sends a summary of the patient’s data and preferences to their clinician. … reading these materials, they provide their preferences about breast cancer screening using the PC CDS tool … The PC CDS tool then shares a summary of their data and preferences and generates decision support guidance … The PC CDS tool then shares a summary of this information and generates decision support for their doctor

34. Home | CDSiC
    cdsic.ahrq.gov/
    July 02, 2025 - Measurement and Outcomes Workgroup: Patient-Centered Clinical Decision Support Planning and Reporting Tool … Measurement and Outcomes Workgroup: Patient-Centered Clinical Decision Support Planning and Reporting Tool … User Guide , this tool has four separate sections—1) planning and needs assessment, 2) design and development

35. CDSiC Innovation Center: Quarterly Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-02/Innovation%20Center%20Q4%202023%20Progress%20Report_508_01052024.pdf
    January 01, 2024 - Working with a health system partner, the app will leverage an AI-based tool called “Quartz” to text … The team will engage patients in co-designing Quartz to ensure the tool is designed and developed with … candidates whose experiences as patients and work in patient advocacy would be valuable for informing the tool … The team will also engage patients in co-designing PAIGE to ensure the tool is designed and developed … The Brief Medication Questionnaire: a tool for screening patient adherence and barriers to adherence

36. CDSiC & Clinicians | CDSiC
    cdsic.ahrq.gov/cdsic/clinicians
    May 22, 2025 - Measurement and Outcomes Workgroup: Patient-Centered Clinical Decision Support Planning and Reporting Tool … information about how to complete the Patient-Centered Clinical Decision Support Planning and Reporting Tool

37. 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 - by the AHRQ CDSiC Trust and Patient-Centeredness Workgroup, this report provides a framework for CDS tool … perception-based source credibility attributes capturing how end users assign credibility to a PC CDS tool

38. 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 - sortable inventory spreadsheet provides details on the delivery method, context, and validity of each tool

39. 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 - A screening tool for the CMS Accountable Health Communities model also identifies risk factors related … CMS also developed a screening tool for the Accountable Health Communities model to identify social … Numerous screening tools such as Accountable Health Communities Screening Tool (ACHS),31 Health Leads … For instance, for a diabetic patient with food insecurity, the tool might recommend discussing meal … Engagement tool and resource repository.

40. Implementation, Adoption, and Scaling Workgroup: Key Factors and Considerations for Assessing the Value of Patient-Centered Clinical Decision Support | CDSiC
    cdsic.ahrq.gov/cdsic/opportunities-determine-value
    October 14, 2024 - Measurement and Outcomes Workgroup: Patient-Centered Clinical Decision Support Planning and Reporting Tool … Measurement and Outcomes Workgroup: Patient-Centered Clinical Decision Support Planning and Reporting Tool