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41. How Patient-Centered Clinical Decision Support Can Strengthen Shared Decision Making (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-07/CDSiC%20Topic%20Highlight_PC%20CDS%20and%20SDM_508_0.pdf
    January 01, 2025 - CDS developers can better understand what PC CDS functionality is important for shared decision making

42. 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 - 10 standardize (i.e., “low-hanging fruit” to address in 2–5 years) and which preferences would be better … It was also noted that some treatment preferences would be better not to standardize because this … You don’t know any better. You don’t know that there were other options. … patient preference information may not lend itself to standardized data capture, but rather may be better

43. 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 - promoting the importance of including patient preferences in PC CDS tools and educating clinical staff to better … Informants provided several suggestions for reducing burden on clinicians to better support the capture … Additionally, some care team members may be better suited to collect certain types of preferences due … Educate clinical staff to better recognize and accommodate different patient preferences.

44. 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 - and interviews with external groups that develop health IT standards, regulations, and policies to better

45. 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 - development and implementation, it must promote approaches that help patients and their care teams make better

46. Final Innovation Center Charter (pdf file)
    cdsic.ahrq.gov/sites/default/files/2022-04/Final%20Innovation%20Center%20Charter_508.pdf
    January 01, 2022 - This may include: Improve usability and acceptance of CDS through better design and implementation

47. OY1 Innovation Center Charter (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-02/1_OY1%20Innovation%20Center%20Charter.pdf
    January 01, 2024 - This may include: − Improve usability and acceptance of PC CDS through better design and implementation

48. OY2 Innovation Center Charter (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-12/OY2%20Innovation%20Center%20Charter_508.pdf
    January 01, 2024 - This may include the following actions: − Improve usability and acceptance of PC CDS through better

49. 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 - Usability and design enhancements aim to make PC CDS more user-friendly and better integrated into clinician … workflow, PC CDS implementers may need to conduct workflow analyses and requirements gathering to better … example, developers could include educational material in the PC CDS that would allow patients to better … Near-term recommendations focus on opportunities to better align the development and design of PC CDS … Projects identified two features that would enhance the functionality of patient-facing PC CDS to better

50. 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 - data … There's the tangible outcomes and clinical metrics, but also, do patients feel like they had better … While bad CDS can make that problem worse, good CDS can make it better—and can be translated to [dollars … goals of value-based care programs align with the goals of PC CDS, such as person-centered care and better … 5.4 Promoting Pragmatic Economic Analysis of PC CDS Healthcare organizations need more data to better

51. 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 - First, most patients had achieved better BP control near the end of the pilot and were therefore receiving … We synthesized and integrated themes from qualitative and quantitative findings to provide a better … Are there any features or functionalities that would better align with your workflow for monitoring … Are there any features or functionalities that would better align with your workflow for monitoring … Do you have any recommendations for changes or features that would better align with your decision-making

52. Measuring Patient Experience of Patient-Centered Clinical Decision Support (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-09/Final%20508_Measuring%20Patient%20Experience%20of%20PC%20CDS_0.pdf
    January 01, 2025 - patient-centeredness by (1) ensuring alignment with clinical workflows and patients’ lives and (2) better … how receiving useful, personalized information from PC CDS can support patients in 10 making better … as providing data from wearable devices or receiving tailored information from a patient portal, to better … and by a professional oath.52 Courteous, empathetic, and respectful care has been associated with better … experience outcomes in interviews and the literature, such as greater knowledge, empowerment, and better

53. 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 findings in this landscape assessment will enable PC CDS stakeholders to better understand and leverage … free-text SDOH information from medical records 20 or to identify high-risk patients in rural areas to better … AI-based PC CDS from one organization to another without automated or semi-automated governance—while better-funded … such as through example-based explanations that accompany output, which can build trust and provide a better … Our findings highlight key areas where future research is needed to better understand the limitations

54. 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 - be a suitable option due to its “question/answer” structure and expressed that SNOMED CT would be a better … Instead, key informants expressed that SNOMED CT would be a better fit for adding the subdomains to … To support better alignment of PC CDS and quality measurement initiatives, future efforts could seek

55. Trust & Patient-Centeredness Workgroup: An Introductory Handbook for Patient Engagement Throughout the Patient-Centered Clinical Decision Support Lifecycle (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-10/TPC%20Pat%20Engage%20Handbook%20Final.pdf
    January 01, 2023 - Interviews with individual patients help PC CDS developers empathize with patients and better understand … Adapting the James Lind Alliance priority setting process to better support patient participation: an … 2018. https://www.cdc.gov/eis/field-epi-manual/chapters/Qualitative- Data.html#anchor_1544103543 49 Better

56. CDSiC Stakeholder Center Progress Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-01/CDSiC%20Stakeholder%20Center%20Quarterly%20Report%20Q4%202024.pdf
    January 01, 2025 - playbook will describe key considerations and best practices for implementing SMS-facilitated PC CDS to better

57. 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 - Empathy interviews help developers better understand end-users for whom they are designing PC CDS as … End-user Description Pre-design Clinician-facing Developers have used empathy interviews to better … dissolves the conflict).”92 Some co-design engagement approaches may also enable conflict resolution better … Proc AMIA Symp. 2000;290-294. 54 Better Services by Design. Introduction. Accessed May 8, 2023.

58. CDSiC Stakeholder Center Progress Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-07/CDSiC%20Stakeholder%20Center%20Quarterly%20Report%20Q2%202024_7.18.24.pdf
    January 01, 2024 - revolution, this product aimed to describe patient and caregiver views on the use of AI for CDS to better

59. 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 - Future Directions ► To better determine the validity of tools eliciting patient engagement and autonomy … To better understand the utility and use of patient-preference data in clinical care, thorough and

60. 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 - In this example, higher scores represent better function and both types of patients show marked improvement