Results

Total Results: 9 records

Showing results for "insufficient".

1. 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 - Variation in FHIR standards supported by EHR developers • Limitations of existing FHIR standards • Insufficient … project, although this lack of standard maturity did not contribute to implementation challenges.9 Insufficient … percent of patients; both issues contributing to data for half of the patient use case scenarios of insufficient … Insufficient Functionality in EHR Testing Environments. … (BP) or failure to follow home monitoring guidelines, 2) conflicting treatment guidelines, and 3) insufficient

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 - inherently biased due to multiple factors, such as unrepresentative training datasets or 6 insufficient … This can stem from a lack of resources, insufficient training, or uncertainty about implementation processes … can produce a range of biases due to multiple factors, such as unrepresentative training datasets or insufficient

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 - Additionally, there is insufficient guidance on how to measure and report clinical outcomes associated … .56 The availability of high-quality datasets to conduct external validation of AI-based PC CDS is insufficient … Bias can be introduced in AI-generated output through several avenues, including insufficient demographic

4. 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 - studies that have utilized small, non- generalizable samples.13 Contributing Intervention Factors: Insufficient

5. 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 - Not relevant/priority currently 2.1 Could not address recommended action due to limited time Insufficient

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 - Additionally, in some cases, analysis of override reasons was impeded by insufficient clinical context

7. 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 - studies that have utilized small, non-generalizable samples.58 Contributing Intervention Factors: Insufficient

8. 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 - If PC CDS recommendations are based on insufficient or conflicting 10 research results (or

9. Standards and Regulatory Frameworks Workgroup: Improving Interoperability of Patient Apps With the Health IT Ecosystem (pdf file)
   cdsic.ahrq.gov/sites/default/files/2023-08/CDSiC%20App%20Interoperability%20Report_508.pdf
   January 01, 2023 - consuming to implement and maintain.38,39 Finally, app integration is impeded by technical barriers like insufficient