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1. 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 - But I don't see it as a big, scary, evil thing, unless it's just allowed to kind of run rampant.” … against excessive personalization, emphasizing the importance of avoiding "overdesign" or “If it were just … Is the doctor just going to take the summary the AI gives them as gospel? … Future studies should also explore views and beliefs from a diverse sample to identify and compare perspectives

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/2024-09/AHRQ%20Final%20TPC%20SDOH%20Action%20Plan.pdf
   January 01, 2024 - “Just thinking about the clinical guidelines that I teach and know for my work... … They just do it because it's part of what they have to do.” 17 The lack of closed-loop referral … Is it just data that you're going to put into this giant database? … systems can work with their EHR vendors to tailor standardized SDOH screening tools to include some custom … sociotechnical factors (e.g., personnel; workflow; communication; and organizational policies, procedures, and culture

3. 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 - identify 45 out of 48 patients with an SDOH challenge hidden in their medical record, compared with just … AI-based PC CDS, wherein clinicians may begin to accept all AI-generated output, even when false, just … Further, they noted that patients value interactions with their clinician: “Patients don’t want to just … Output from AI-based PC CDS should make up just one of many inputs in the decision making process and … A systematic scoping review of just-in-time, adaptive interventions finds limited automation and incomplete

4. 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 - “Obviously we can’t just ask patients to fill out these questions and then not have the conversation … [to] follow up on them ... otherwise they’ll think it was [just] one more thing they were asked to … ’s] hard to be able to delegate this out, if it’s needed, to other family members, because there’s just … Or if you’re really sick … just making it easier to be able to allow family members, or whomever you

5. 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 - Just as multiple sources of information are involved in PC CDS communications, multiple recipients … In both cases, lack of competence could undermine clinicians’ belief that PC CDS and its outputs … Attitudes and beliefs of African Americans toward participation in medical research. … Culture as social control: Corporations, cults, and commitment. In Staw BM, Cummings LL, eds. … Belief, knowledge and expertise: the emergence of the lay expert in medical sociology.

6. 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 - This includes examining the impacts of patient factors like digital and health literacy, SDOH, culture … Clinical Decision Support: More Than Just ‘Alerts’ Tipsheet. September 2014.

7. 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 - commonly used in design processes to solicit qualitative information about end- users’ experiences, beliefs … advance the study and use of co-design methods for PC CDS. 3.1 Combining Co-design Methods Just … Regulatory cultures and research governance. Rand Health Q. 2013;3(1):5.

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 - encounter, PC CDS can be either clinician- and patient-facing (i.e., shared decision making CDS) or just … assessment tools and may support intervention efforts to improve knowledge about a disease, and not just

9. Implementation, Adoption, and Scaling Workgroup: Exploring Challenges and Opportunities for Patient Engagement, Implementation, Adoption, and Scaling Through PC CDS Case Studies (pdf file)
   cdsic.ahrq.gov/sites/default/files/2024-09/Final%20IAS%20PC%20CDS%20Case%20Studies%20Report_2.pdf
   January 01, 2024 - “...just from a pure user-centered design usability standpoint, we wished that we'd started [before … translated into guidelines and PC CDS interventions.3 Misalignment of knowledge artifacts with clinicians’ beliefs … encourage adoption, the COACH team focused on building implementation blueprints that would fit into the culture … it was deprioritized by the health system. 22 “The number one recommendation right now is just

10. 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 - action to be taken when choice among competing actions involves risk, loss, or challenges to values and beliefs … action to be taken when choice among competing actions involves risk, loss, or challenge to values and beliefs … concepts and 10 questions on dilemmas dealing with real-life asthma scenarios.31 No N/A Patient Beliefs … measures related to health disparities and organized by a number of qualifying categories including culture … Just-in-time evidence-based e-mail "reminders" in home health care: impact on patient outcomes.