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Total Results: 51 records

Showing results for "lack".

1. 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 - Clinicians may lack training and experience on how to use AI-generated content, particularly on how … Lack of patient/clinician involvement in development. … Lack of contextual awareness. … Lack of clinician education. … of representative training datasets (e.g., lack of diverse patient populations, lack of rare or uncommon

2. 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 - a Common Definition of Patient Preferences ................................................11 4.2 Lack … Needs of Medically Vulnerable Populations ...................................................14 4.5 Lack … A lack of validated patient-preference instruments to support standard and efficient data capture. … A lack of knowledge about how patient-preference measurement tools are incorporated into the clinical … which preferences are most important and relevant to ask given patient populations. 15 4.5 Lack

3. 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 - .......................................................................................... 16 4.1 Lack … Participants shared that some preference information may be lower priority for standardization due to lack … of feasibility (e.g., disease-specific treatment patient preferences), lack of relevancy across contexts … For patient preference information that are longer-term priorities for standardization (due to lack … Generally, roundtable participants saw the lack of capturing patient preferences as an opportunity for

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/2024-09/AHRQ%20Final%20TPC%20SDOH%20Action%20Plan.pdf
   January 01, 2024 - Despite these efforts, there is a lack of clinical guidelines that incorporate SDOH for translation … The lack of uniform standards adoption creates barriers to sharing and integrating SDOH data in PC CDS … There is a lack of clinical practice guidelines that incorporate SDOH for translation into PC CDS. … Given the lack of supporting evidence, CDS developers face a significant barrier to understanding the … They just do it because it's part of what they have to do.” 17 The lack of closed-loop referral

5. 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 - from clinicians and health systems about why data should be provided Assessments & Surveys: - Lack … Patients may lack interest in providing this data due to factors such as questionnaire length. … Burden Domain Contributors Mitigation Strategies Social Influence Patient-facing PC CDS: - Lack … from clinicians and health systems about why data should be provided Assessments & Surveys: - Lack … This can occur several ways, such as data collection that is duplicated due to lack of coordination

6. 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 - There is, however, considerable complexity in CDS measurement implementation and interpretation; we lack … There is also a lack of standard methods for consistent collection of patient-centered input at time … that ensure minimum requirements are met to mitigate mistrust in PC CDS artifacts due to a perceived lack

7. 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 - Patient Recruitment Lack of patient representativeness in design and development activities can lead … Lack of Local Champion for Intervention. … Lack of a CDS champion can result in adoption challenges that hinder broader engagement with PC CDS. … Lack of Generalizability. … These costs may be due in part to limited coordination among CDS components (e.g., lack of a common

8. Patient Preferences Are Essential to Bringing the Patient Into Focus (pdf file)
   cdsic.ahrq.gov/sites/default/files/2024-09/CDSiC%20Infographic%202024_508_0.pdf
   January 01, 2024 - constraints, technological limitations for recording or storing unstructured preference data, and lack

9. Measurement and Outcomes Workgroup: Considerations for Minimizing Respondent Burden in Collecting Data for Patient-Centered Clinical Decision Support  | CDSiC
   cdsic.ahrq.gov/cdsic/minimizing-respondent-burden
   September 10, 2025 - burden identified in the report include:    The value of providing data is unclear and there may be a lack

10. Final Innovation Center Charter (pdf file)
    cdsic.ahrq.gov/sites/default/files/2022-04/Final%20Innovation%20Center%20Charter_508.pdf
    January 01, 2022 - Compounding this is the lack of consensus definitions for key CDS measurements. … ■ The lack of existing measures to assess PC CDS outcomes and effectiveness.

11. OY1 Innovation Center Charter (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-02/1_OY1%20Innovation%20Center%20Charter.pdf
    January 01, 2024 - Compounding this is the lack of consensus definitions for key PC CDS measurements. … REVISED INNOVATION CENTER CHARTER 4 REVISED CHARTER November 3, 2023 ■ The lack of existing measures

12. OY2 Innovation Center Charter (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-12/OY2%20Innovation%20Center%20Charter_508.pdf
    January 01, 2024 - Compounding this is the lack of consensus definitions for key PC CDS measurements. … challenges to the Innovation Center achieving desired outcomes are outlined below: ■ There is a lack

13. Standards and Regulatory Frameworks Workgroup: Prioritizing Patient Preferences for Standardization to Support PC CDS | CDSiC
    cdsic.ahrq.gov/cdsic/patient-preferences-standardization
    August 01, 2024 - preference information may be lower priority for standardization due to their sensitive nature or due to lack

14. Scaling, Measurement, and Dissemination of CDS Workgroup: PC CDS Planning, Implementation, and Reporting User Guide | CDSiC
    cdsic.ahrq.gov/cdsic/smd-pccds-userguide
    August 01, 2023 - : Skip to main content HHS.gov Menu Main navigation CDS Home CDS Innovation Collaborative An official website of the Department of Health & Human Services …

15. How To: Collaborate with Patients on Patient-Centered Clinical Decision Support (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-09/Collaborate%20with%20Patients%20How%20To%20Guide_Final%208.27.25.pdf
    January 01, 2025 - growing recognition of the need to include patients in these processes, many developers and implementers lack … Throughout the Patient-Centered Clinical Decision Support Lifecycle, which directly addresses the lack

16. Standards and Regulatory Frameworks Workgroup: Advancing Standardized Representations for Patient Preferences to Support Patient-Centered Clinical Decision Support | CDSiC
    cdsic.ahrq.gov/cdsic/srf-patientprefstandards
    August 01, 2023 - : Skip to main content HHS.gov Menu Main navigation CDS Home CDS Innovation Collaborative An official website of the Department of Health & Human Services …

17. 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 - regulatory frameworks and identify gaps; describe the needs and potential approaches to addressing the lack … This product will describe the needs and potential approaches to addressing the lack of interoperability

18. CDSiC Stakeholder Community and Outreach Center: Quarterly Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-05/StakeholderCtr2023Q1Report3_final.pdf
    January 01, 2023 - regulatory frameworks and identify gaps; describe the needs and potential approaches to addressing the lack … This product describes the needs and potential approaches to addressing the lack of interoperability

19. CDSiC Stakeholder Community and Outreach Center: Quarterly Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-07/StakeholderCenter2023Q2Report.pdf
    January 01, 2023 - regulatory frameworks and identify gaps; describe the needs and potential approaches to addressing the lack … This product describes the needs and potential approaches to addressing the lack of interoperability

20. 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 - product compatibility Patient data in Oracle Health FHIR sandbox was inadequate for testing Lack … environment Working with a cross-functional team in health care organizations requires additional time Lack … vendor product compatibility Patient data in the Oracle FHIR sandbox was inadequate for testing Lack … Working with a cross-functional technical team in health care organizations requires additional time Lack … There was a lack of direct access to detailed error logs from Oracle Health’s FHIR APIs.