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1. 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 - Promote pragmatic economic analysis of PC CDS. 3 1. … Cost-benefit analysis compares the costs and benefits of an intervention. … Transcript-style notes were created for each interview to support analysis. … Adis, Cham.1 38 Budget Impact Analysis. U.S. … id=budget-impact-analysis 39 Digital Diabetes Management Solutions.

2. 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 - The assessment included an analysis of qualitative and quantitative data from each phase of data … collection. 3.3.1 Qualitative Analysis Patient Interactions. … Conversational Agents in Health Care: Scoping Review and Conceptual Analysis. … Readability of Patient Education Materials From High-Impact Medical Journals: A 20-Year Analysis. … 3.3.1 Qualitative Analysis 3.3.2 Quantitative Analysis 3.3.3 Mixed-Methods Analysis 4.

3. 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 - Alert burden in pediatric hospitals: a cross-sectional analysis of six academic pediatric health systems … Peering into the black box: a meta-analysis of how clinicians use decision aids during clinical encounters … Decision Support Analysis Tool 6. Control Preference Scale 7. … Impact analysis: focus groups/interviews on the usage of the system, retrospective analysis with expert … Impact analysis: focus groups/interviews on the usage of the system, retrospective analysis with expert

4. CDS Standards and Regulatory Frameworks Workgroup: An Initial Taxonomy of Override Reasons for PC CDS Recommendations (pdf file)
   cdsic.ahrq.gov/sites/default/files/2024-07/SRF_Taxonomy%20of%20PC%20CDS%20Override%20Recommendations_508_0.pdf
   January 01, 2024 - Currently, analysis of overrides is inefficient, and lessons learned from studies of CDS performance … The goal was to identify a manageable number of distinct but comprehensive categories for analysis. … The taxonomy is meant to be used by PC CDS developers and researchers for analysis of why recipients … Currently, analysis of overrides is inefficient, and lessons learned from studies of CDS performance … Clinical decision support alert malfunctions: analysis and empirically derived taxonomy.

5. CDSiC Stakeholder Community and Outreach Center: Quarterly Report (pdf file)
   cdsic.ahrq.gov/sites/default/files/2023-05/StakeholderCtr2023Q1Report3_final.pdf
   January 01, 2023 - through Workgroup engagement, key informants, focus groups, and/or technical expert panels [TEPs]), and analysis … Patient-Centered Input is Incorporated into CDS Artifact Development (Level 3) In Progress Root Cause Analysis … Analysis of the Most Appropriate Outcomes Measures for PC CDS (Level 1). … Community and Outreach Center Progress Report 7 Quarterly Status Update March 2023 Root Cause Analysis … To develop this product, the Workgroup will conduct a landscape analysis and key informant interviews

6. CDSiC Stakeholder Community and Outreach Center: Quarterly Report (pdf file)
   cdsic.ahrq.gov/sites/default/files/2023-02/Stakeholder%20Center%20Quarterly%20Report%20Two_508_Jan26.pdf
   January 01, 2023 - CDS Outcomes and Objectives Workgroup Products Analysis of the Most Appropriate Outcomes Measures … Furthermore, the analysis will identify instances of outcomes for which instruments need to be developed … a research agenda that will denote specific gaps and questions for further study uncovered during analysis … Level 1 Analysis of Most Appropriate Outcome Measures for PC CDS Level 3 Framework for Understanding … To develop this product, the Workgroup will conduct a landscape analysis and key informant interviews

7. Scaling, Measurement, and Dissemination Workgroup: (pdf file)
   cdsic.ahrq.gov/sites/default/files/2023-09/SMD%20PC%20CDS%20Performance%20Measurement%20Inventory%20User%20Guide_FINAL_9.19.23.pdf
   January 01, 2023 - , video analysis, observation, screen capture software, and qualitative assessment. … with appropriate study designs, such as power analysis, long-term follow up, and analytic methods, … A systematic review and meta-analysis of patient decision aids for socially disadvantaged populations … Unraveling the meaning of patient engagement: A concept analysis. … Methods Research Questions Scoping Literature Review Analysis and Synthesis Technical Expert Panel

8. 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 - Workflow Diagram .......................................................................... 3 2.3 Analysis … Transcript-style notes were created for each interview to support analysis. 2.3 Analysis and Synthesis … To support analysis of the articles included in our literature review for synthesis into this report … Thematic analysis of qualitative data: AMEE Guide No. 131. … in task design, statistical analysis, and presentation of results.

9. CDS Standards and Regulatory Frameworks Workgroup: An Initial Taxonomy of Override Reasons for Patient-Centered Clinical Decision Support (PC CDS) Recommendations | CDSiC
   cdsic.ahrq.gov/cdsic/override-taxonomy
   July 15, 2024 - Standardized analysis facilitated by the taxonomy domains can support the translation of results across … CDS How To Use The Taxonomy The taxonomy is meant to be used by PC CDS developers and researchers for analysis

10. MO Patient Preference Inventory (xls file)
    cdsic.ahrq.gov/sites/default/files/2025-03/Copy%20of%20Final_MO_Patient%20Preference%20Inventory_6.7.24_508.xlsx
    January 01, 2025 - Development and psychometric analysis of the Patient Preferences for Engagement Tool. … This is an adapted conjoint analysis tool. Snaman JM, Blazin L, Holder RL, Wolfe J, Baker JN. … Website Under development Adults with IBD Non-specific IBD No No No No Conjoint analysis tool. … Yes Principle component analysis explained variance of 65.9%. … Quantifying patient preferences for symptomatic breast clinic referral: a decision analysis study.

11. 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 - NORC offered a $50 honorarium to patient participants. 14 3.3 Data Analysis Methods The … NORC team conducted qualitative and quantitative data analysis. … The quantitative analysis consisted of univariate descriptive statistics of the SUS scores from the … Mobile Telephone Text Messaging for Medication Adherence in Chronic Disease: A Meta-analysis. … Methods 3.3.1 Qualitative Analysis 3.3.2 Quantitative Analysis 4.

12. Moving the Needle on Advancing Patient-Centered Clinical Decision Support through the CDSiC’s Four Workgroups | CDSiC
    cdsic.ahrq.gov/cdsic/workgroup-viewpoint
    February 03, 2023 - Product 1: Analysis of Most Appropriate Outcomes for PC CDS Although a broad set of outcome measures … The Analysis of Most Appropriate Outcomes for PC CDS will provide a synthesis of outcome measures relevant … Product 3: Root Cause Analysis and Recommendations for Optimization of Trust and Mitigation of Mistrust … The report on Root Cause Analysis and Recommendations for Optimization of Trust and Mitigation of Mistrust

13. Implementation, Adoption, and Scaling Workgroup: Charter – Option Year 2 (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-12/OY2_Final%20IAS%20Workgroup%20Charter.pdf
    January 01, 2024 - • Risk-benefit analysis: compares risks of a situation and its benefits to determine whether a course … • Feasibility-impact analysis: compares factors of a project/activity that determine the probability … Substantial contributions to the conception or design of the work; or the acquisition, analysis, or

14. 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 - • Risk-benefit analysis: comparison between the risks of a situation and its benefits to determine … • Feasibility-impact analysis: comparison of the factors of a project/activity that determine the … Substantial contributions to the conception or design of the work; or the acquisition, analysis, or

15. Implementation, Adoption, and Scaling: Final Workgroup Charter (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-02/IAS%20Workgroup%20Charter_Final.pdf
    January 01, 2024 - • Landscape analysis of the return on investment (ROI) needed for PC CDS to be adopted widely, as … • Risk-benefit analysis: compares risks of a situation and its benefits to determine whether a course … Charter: Implementation, Adoption, and Scaling 5 Final Charter November 2023 • Feasibility-impact analysis

16. 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 - Factor analysis: • Model fit measures (e.g., Tucker– Lewis index, confirmatory factor index [CFI], … • Factor analysis: RMSEA • Principle component analysis (e.g., Kaiser-Meyer-Olkin) Of the … Common experimental methods include discrete choice experiments,i conjoint analysis, ranking and rating … For an in-depth analysis of available standards for capturing patient-preference data and salient gaps … The Pew Charitable Trusts; 2016, August 17. https://www.pewtrusts.org/en/research-and- analysis/articles

17. Trust and Patient-Centeredness Workgroup: Charter – Option Year 2 (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-12/OY2_Final%20TPC%20Workgroup%20Charter.pdf
    January 01, 2024 - • Risk-Benefit Analysis: Comparison between the risks of a situation and its benefits to determine … • Feasibility-Impact Analysis: Comparison of the factors of a project/activity that determine the … Substantial contributions to the conception or design of the work; or the acquisition, analysis, or

18. Standards and Regulatory Frameworks Workgroup: Charter – Option Year 2 (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-12/OY2_Final%20SRF%20Workgroup%20Charter.pdf
    January 01, 2024 - • Risk-benefit analysis: comparison between the risks of a situation and its benefits to determine … • Feasibility-impact analysis: comparison of the factors of a project/activity that determine the … Substantial contributions to the conception or design of the work; or the acquisition, analysis, or

19. 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 - the use of non-standardized terminology related to portal features and implementation and limited analysis … usage and patient outcomes to understand what qualifies as meaningful portal usage.10 Lifeflow Analysis … Individual value clarification methods based on conjoint analysis: A systematic review of common practice … in task design, statistical analysis, and presentation of results. … A systematic review and meta-analysis of patient decision aids for socially disadvantaged populations

20. CDSiC Stakeholder Community and Outreach Center: Quarterly Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-07/StakeholderCenter2023Q2Report.pdf
    January 01, 2023 - through Workgroup engagement, key informants, focus groups, and/or technical expert panels [TEPs]), and analysis … Understanding the Role that PC CDS Could Play in Supporting Shared Decision Making (Level 3) In Progress Analysis … Analysis of the Most Appropriate Outcomes Measures for PC CDS (Level 1). … The analysis will include the identification of publicly available instruments, where known, that could