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1. 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 - ACME has decided to start a new program where they encourage patients to complete the patient health … people are taking For example, in this hypothetical example, they’re primarily making referrals to behavioral … health or prescribing a low dose of escitalopram medication for patients. … they have a multidisciplinary process with the patient at the center involving medical providers, behavioral … Medical providers Dieticians Behavioral Health Specialists 19 Irvine EJ, Zhou Q, Thompson AK

2. Implementation, Adoption, and Scaling Workgroup: Text Message-Facilitated PC CDS Implementation: Key Considerations and Promising Practices | CDSiC
   cdsic.ahrq.gov/cdsic/SMS-playbook
   September 09, 2025 - Innovation Collaborative An official website of the Department of Health … Balance the use of protected health information with potential privacy risks. … Use behavioral science principles.  Support bidirectional communication with patients.  … Standards and Regulatory Frameworks Workgroup: Improving Interoperability of Patient Apps with the Health … Department of Health & Human Services The White House USA.gov

3. 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 - between health-related communications and subsequent uptake of guidance.12 In health-related contexts … Literacy Digital health literacy refers to people’s ability to source, understand, and assess health … contribute to inequities in health access and outcomes,85 efforts to improve digital health literacy … Trusted online sources of health information: differences in demographics, health beliefs, and health-information … What predicts the trust of online health information?. Epidemiol Health. 2015;37:e2015030.

4. Standards and Regulatory Frameworks Workgroup: Prioritizing Patient Preferences for Standardization to Support PC CDS (pdf file)
   cdsic.ahrq.gov/sites/default/files/2024-09/SRF_Patient%20Preference%20Standardization%20Priorities_508.pdf
   January 01, 2024 - of relevancy across contexts (e.g., location), or sensitivity (e.g., treatment preferences around behavioral … health). … (e.g., location) or too sensitive to share across care teams (e.g., treatment preferences around behavioral … Some participants also felt that treatment preferences related to behavioral and mental “Personal characteristics … care, sensitive preference data that patients only want to share in specific circumstances (e.g., behavioral

5. Quartz App for Hypertension Medication Management: Feasibility, Usability, and Acceptability Assessment (pdf file)
   cdsic.ahrq.gov/sites/default/files/2025-09/Quartz%20Assessment%20Report_To%20DTP_09.05.25.pdf
   January 01, 2025 - 46 Attitude and Behavioral Intention to Continue Using the PC CDS 9. … Attitude and Behavioral Intention to Continue Using the PC CDS 9. … Hypertension Intervention Nurse Telemedicine Study (HINTS): testing a multifactorial tailored behavioral … Introductions Perceived Usefulness of the PC CDS Perceived Ease of Use of the PC CDS Attitude and Behavioral … Introductions Perceived Usefulness of the PC CDS Perceived Ease of Use of the PC CDS Attitude and Behavioral

6. 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 - Department of Health and Human Services (HHS). … Additionally, they are influenced by behavioral, organizational, and societal factors.3 • Patient/Caregiver … data, 3) gather health knowledge, 4) make health decisions, 5) take self-care actions, 6) have healthcare … Studying workflow and workarounds in electronic health record–supported work to improve health system … Health Syst (Basingstoke). 2017;7(1):66-78.

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 - of health, and other patient-specific information. … systems, such as Health Information Exchanges (HIEs). … Developed by the University of Utah Health and New York University Langone Health, the MyLungHealth … Department of Health and Human Services (HHS). … /iqvia-institute-digital-health-trends-2021.pdf?

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 - data to their clinician’s health information technology (IT) systems {e.g., an electronic health record … Additionally, they are influenced by behavioral, organizational, and societal factors.4 6 … Service Blueprint12: 1) engage in daily activities, 2) generate health data, 3) gather health knowledge … The quintuple aim for health care improvement: A new imperative to advance health equity. JAMA. … Early experiences with patient generated health data: health system and patient perspectives.

9. 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 - plan established with their clinician (e.g., medication use, followup care, lifestyle, or 10 behavioral … These outcome measures assessed general health, physical health, mental health, and social health. … Physical Health 3 Mental Health 5 Social Health 1 3.2.1 General Health The General Health subdomain … health. … 3.2.2 Physical Health 3.2.3 Mental Health 3.2.4 Social Health 4.

10. Patient Prioritization of Measurement Areas for Patient-Centered Clinical Decision Support (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-07/Final%20MO%20Patient%20Prioritization%20of%20Measurement%20Areas%207.18.24.pdf
    January 01, 2024 - Patient Health Journey Measurement Areas Rankings Final Ranking Measurement Area Patient Health Journey … Patient Health Journey Domains and Measurement Areas Patient Health Journey Domaini Patient Decision … Enriching Real-world Data with Social Determinants of Health for Health Outcomes and Health Equity: … Leveraging Data and Digital Health Technologies to Assess and Impact Social Determinants of Health ( … Health-Related Social Needs vs. The Social Determinants of Health.

11. 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 - Stud Health Technol Inform. … Patient workload Demands-capacity ratio for illness-related and unrelated cognitive, physical, and social-behavioral … Studying Workflow and Workarounds in Electronic Health Record–Supported Work to Improve Health System … Studying Workflow and Workarounds in Electronic Health Record–Supported Work to Improve Health System … Krantz Health Opinion Survey 1.

12. 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 - Department of Health and Human Services (HHS). … Vishwasrao (Vishwa) Salunkhe Wolters Kluwer Health Howard Strasberg Wolters Kluwer Health and UpToDate … Introduction Digital health technologies, such as electronic health record (EHR) systems, patient-facing … of health, and other patient-specific information. … Studies in Health Technology and Informatics. 2015;216:242-6.

13. Standards and Regulatory Frameworks Workgroup: Advancing Standardized Representations for Patient Preferences to Support Patient-Centered Clinical Decision Support (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-03/SRF%20Standards%20for%20Patient%20Preferences.pdf
    January 01, 2025 - and other health apps to provide health tracking, analytics, alerts, and reminders. … health plan,”48 “Personal health management behavior,”49 “Health promotion behavior,”50 “Symptom control … , maternal health). … ” "tailored health data" "personalized health data" "health risk assessment feedback" "personalized … Mental health personal health plan (record artifact). Accessed June 27, 2023.

14. 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 - perceived interface design issues, challenges with navigating tool content due to usability challenges, behavioral … mobile health system development. … Rand Health Q. 2013;3(1):5. Published 2013 Mar 1. 29 Health Collaboratory. Patient Shark Tank. … J Ment Health. 2019;28(5):495-504. … Research co-design in health: a rapid overview of reviews. Health Res Policy Syst. 2020;18(1):17.

15. Measurement and Outcomes Workgroup: Considerations for Minimizing Respondent Burden in Collecting Data for Patient-Centered Clinical Decision Support (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-09/For%20508%20Approval_MO%20Level%203%20Respondent%20Burden%20Report%208.21.25.pdf
    January 01, 2025 - Department of Health and Human Services (HHS). … acceptance of technology.15 The model is rooted in the belief that the use of technology is determined by behavioral … Early experiences with patient-generated health data: Health system and patient perspectives. … Use of Patient-Generated Health Data From Consumer-Grade Devices by Health Care Professionals in the … antihypertensive medication adherence: Findings from a pilot study evaluating an emergency department-based behavioral

16. PC CDS Planning, Implementation, and Reporting User Guide (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-09/Final_MO%20PC%20CDS%20User%20Guide%20(1)_0_0.pdf
    January 01, 2024 - Department of Health and Human Services (HHS). … or determinants of health, indicators of social status, and “methods for comparing health or a health … Defining Patient Health Journey Measures The CDSiC previously defined patient health journey measures … Stud Health Technol Inform. 2013;192:333-7. … The Evolution of the Quintuple Aim: Health Equity, Health Outcomes, and the Economy.

17. CDSiC Stakeholder Center Progress Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-06/CDSiC%20Stakeholder%20Center%20Quarterly%20Report%20Q2%202025.pdf
    January 01, 2025 - Department of Health and Human Services (HHS). … Target audiences: researchers, CDS developers, health system leaders, policymakers CDSiC Topic … interventions as well as insights from CDS researchers, behavioral scientists, and a patient advocate … Upon AHRQ approval, the Workgroup will submit the manuscript to BMJ Health & Care Informatics. … describes an ideal ecosystem for interoperable clinical health IT systems, including electronic health

18. 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 - Department of Health and Human Services (HHS). …  Impact on patient health outcomes includes changes in health status attributable to a health information … Health Technology Assessment. March 2024. V1.0. Peterson Health Technology Institute. … Value Health. 2013;16(2):231-250. … Health Expect. 2020;23(1):5-18.

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 - Innovation Collaborative An official website of the Department of Health … records (EHRs), personal health records, and other clinical systems. … Crossing the Quality Chasm: A New Health System for the 21st Century. … The impact of electronic health record-integrated patient-generated health data on clinician burnout. … Department of Health & Human Services The White House USA.gov

20. Approaches to Standardizing Override Reasons for Patient-Centered Clinical Decision Support (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-09/508_SRF%20Level%202%20Override%20Taxonomy%20Implementation%208.28.25.pdf
    January 01, 2025 - Department of Health and Human Services (HHS). … Wolters Kluwer Health Howard Strasberg Wolters Kluwer Health/UpToDate iii Contents … of health, and other patient-specific information. … Structured override reasons for drug-drug interaction alerts in electronic health records. … Reducing Alert Burden in Electronic Health Records: State of the Art Recommendations from Four Health