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1. Patrick Schoen, MSc | CDSiC
   cdsic.ahrq.gov/cdsic/Patrick-Schoen
   Patrick Schoen, MSc CDSiC Steering Committee HHS HRSA’s Office of Planning, Analysis … Mac is a Senior Advisor in HHS HRSA’s Office of Planning, Analysis, and Evaluation (OPAE).

2. 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.

3. 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.

4. 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

5. David Bates, MD, MSc | CDSiC
   cdsic.ahrq.gov/cdsic/David-Bates
   and Primary Care at Brigham and Women's Hospital and is the Medical Director of Clinical and Quality Analysis

6. 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.

7. CDSiC Stakeholder Community and Outreach Center: Quarterly Report (pdf file)
   cdsic.ahrq.gov/sites/default/files/2023-02/Stakeholder%20Center%20Quarterly%20Report%20Three_508_Jan26.pdf
   January 01, 2023 - Patient-Centered Input is Incorporated into CDS Artifact Development (Level 3) Planned Root Cause Analysis … Work has also begun on the Level 1 product Analysis of the Most Appropriate Outcomes Measures for PC … Analysis of the Most Appropriate Outcomes Measures for PC CDS (Level 1). … Root Cause Analysis and Recommendations for Mitigation of Mistrust in CDS Artifacts due to Source Credibility … To develop this product, the Workgroup will conduct a landscape analysis and key informant interviews

8. 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

9. Mustafa Ozkaynak, PhD | CDSiC
   cdsic.ahrq.gov/cdsic/Mustafa-Ozkaynak
   His background has enabled him to apply a systems analysis perspective to the design, implementation,

10. Polina Kukhareva, PhD, MPH, FAMIA | CDSiC
    cdsic.ahrq.gov/cdsic/Polina-Kukhareva
    focus lies in assessment techniques for patient-centered clinical decision support, encompassing the analysis

11. The Clinical Decision Support Innovation Collaborative (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-02/AHRQ%20CDSIC%20Project%20Summary%20OCT2022%20final%20508.pdf
    January 01, 2023 - Center Cores Scaling, Measurement & Dissemination Workgroup Trust & Patient-Centeredness Workgroup Analysis … Support Contact Information: Prototype dashboard implementing best practices for presentation and analysis

12. 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

13. 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

14. 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.

15. 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

16. MO Patient Preference Inventory (xls file)
    cdsic.ahrq.gov/sites/default/files/2024-06/Copy%20of%20Final_MO_Patient%20Preference%20Inventory_6.7.24_508_0.xlsx
    January 01, 2024 - 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.

17. 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.

18. 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.

19. 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

20. 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