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Showing results for "accuracy".

1. Interplay Between Cognitive Load and Diagnostic Accuracy | Agency for Healthcare Research and Quality
   www.ahrq.gov/diagnostic-safety/resources/issue-briefs/dxsafety-cognitive-load3.html
   May 01, 2024 - Cognitive Load Theory and Its Impact on Diagnostic Accuracy Interplay Between Cognitive Load and Diagnostic … Accuracy Previous Page Next Page Table of Contents Cognitive Load Theory and Its Impact … on Diagnostic Accuracy Introduction to Diagnostic Errors Fundamental Concepts for Understanding … Cognitive Load Interplay Between Cognitive Load and Diagnostic Accuracy Measures of Cognitive Load … when it comes to causally establishing that high levels of cognitive load may lead to worse diagnostic accuracy

2. Exhibit 15. Accuracy of adjudicated algorithm at each participating hospital | Agency for Healthcare Research and Quality
   www.ahrq.gov/research/findings/final-reports/ssi/ssiexh15.html
   April 01, 2018 - Accuracy of adjudicated algorithm at each participating hospital Previous Page Next Page … JAMIA Draft Manuscript Accuracy of Adjudication at DH Accuracy of Adjudication … 100.0%   Negative Predictive Value 99.8%   Negative Predictive Value 99.9% Accuracy … of Adjudication at VA SLCHCS Accuracy of Adjudication at VVMC     Routine Surveillance

3. Exhibit 13. Accuracy of algorithm at each participating hospital | Agency for Healthcare Research and Quality
   www.ahrq.gov/research/findings/final-reports/ssi/ssiexh13.html
   April 01, 2018 - Accuracy of algorithm at each participating hospital Previous Page Next Page Table of Contents … JAMIA Draft Manuscript Accuracy of Algorithm at DH Accuracy of Algorithm at IH … Value 1.3%   Negative Predictive Value 99.5%   Negative Predictive Value 99.9% Accuracy … of Algorithm at VA SLCHCS Accuracy of Algorithm at VVMC     Routine Surveillance    

4. Conclusions and Next Steps | Agency for Healthcare Research and Quality
   www.ahrq.gov/diagnostic-safety/resources/issue-briefs/dxchecklists-6.html
   September 01, 2020 - Evidence that checklists improve diagnostic accuracy is mixed (see Table 1 ), and positive effects of … checklists on diagnostic accuracy are mainly found in subgroups of cases (difficult cases) or clinicians … Finally, most studies that measure effects on accuracy are performed in controlled settings that do not … The fact that most studies already show a limited effect of checklists on diagnostic accuracy in experimental

5. Issue Brief 9: Improved Diagnostic Accuracy Through Probability-Based Diagnosis (pdf file)
   www.ahrq.gov/sites/default/files/wysiwyg/patient-safety/reports/issue-briefs/dxsafety-probabilistic-thinking.pdf
   September 01, 2022 - Issue Brief 9: Improved Diagnostic Accuracy Through Probability-Based Diagnosis 1 PATIENT SAFETY … e Issue Brief 9 Improved Diagnostic Accuracy Through Probability-Based Diagnosis This page … e Issue Brief 9 Improved Diagnostic Accuracy Through Probability-Based … Improved diagnostic accuracy through probability-based diagnosis. … This step requires understanding Bayes Theorem, which integrates measures of test accuracy into the

6. Cognitive Load Theory and Its Impact on Diagnostic Accuracy: Issue Brief (pdf file)
   www.ahrq.gov/sites/default/files/wysiwyg/diagnostic/resources/issue-briefs/dxsafety-cognitive-load-theory.pdf
   May 01, 2024 - Cognitive Load Theory and Its Impact on Diagnostic Accuracy: Issue Brief PATIENT SAFETY e Issue … Brief 17 Cognitive Load Theory and Its Impact on Diagnostic Accuracy This page intentionally left … Cognitive Load Theory and its Impact on Diagnostic Accuracy. … , and review ways to measure CLT to understand its causal impact on diagnostic accuracy. … The relation- ship between response time and diagnostic accuracy.

7. Cognitive Load Theory and Its Impact on Diagnostic Accuracy | Agency for Healthcare Research and Quality
   www.ahrq.gov/diagnostic-safety/resources/issue-briefs/dxsafety-cognitive-load.html
   August 01, 2024 - Cognitive Load Theory and Its Impact on Diagnostic Accuracy Next Page Table of Contents … Cognitive Load Theory and Its Impact on Diagnostic Accuracy Introduction to Diagnostic Errors … Fundamental Concepts for Understanding Cognitive Load Interplay Between Cognitive Load and Diagnostic Accuracy … Cognitive Load Theory and its Impact on Diagnostic Accuracy.

8. Lab Results Improve Accuracy of AI-Generated Diagnoses | Agency for Healthcare Research and Quality
   www.ahrq.gov/news/newsletters/e-newsletter/959.html
   May 01, 2025 - Lab Results Improve Accuracy of AI-Generated Diagnoses Issue Number 959 AHRQ News Now is … Today’s Headlines Lab Results Improve Accuracy of AI-Generated Diagnoses . … Lab Results Improve Accuracy of AI-Generated Diagnoses  An AHRQ-funded study published in NPJ Digital … Adding lab results improved diagnostic accuracy by up to 30 percent across models. … GPT-4 performed the best, achieving 55 percent Top-1 accuracy and 79 percent lenient accuracy.

9. A Future Vision for Better Diagnostic Outcomes | Agency for Healthcare Research and Quality
   www.ahrq.gov/diagnostic-safety/resources/issue-briefs/dxsafety-cognitive-load5.html
   May 01, 2024 - Cognitive Load Theory and Its Impact on Diagnostic Accuracy A Future Vision for Better Diagnostic Outcomes … Previous Page Next Page Table of Contents Cognitive Load Theory and Its Impact on Diagnostic Accuracy … Fundamental Concepts for Understanding Cognitive Load Interplay Between Cognitive Load and Diagnostic Accuracy … for Implementation Cognitive load is an independent variable that affects diagnostic accuracy and should … strategies to support clinicians as they optimize their diagnostic accuracy.

10. Future Vision for Probabilistic Diagnostic Decisions | Agency for Healthcare Research and Quality
    www.ahrq.gov/diagnostic-safety/resources/issue-briefs/probabilistic-thinking4.html
    September 01, 2022 - Improved Diagnostic Accuracy Through Probability-Based Diagnosis Future Vision for Probabilistic Diagnostic … Decisions Previous Page Next Page Table of Contents Improved Diagnostic Accuracy Through … Improving diagnostic accuracy will require better clinician skills and tools, including the following

11. Final Progress Report: Evaluating and Improving Present-On-Admission for Performance Reporting (pdf file)
    www.ahrq.gov/sites/default/files/2025-02/goldman-report.pdf
    January 01, 2025 - Interventions None Measures POA accuracy We evaluated POA accuracy using several different metrics … POA accuracy was highly variable across hospitals. … Certain hospital characteristics predicted POA reporting accuracy. … Benchmarking variation in coding accuracy across the United States. … Screening algorithms to assess the accuracy of present-on- admission coding.

12. Introduction to Diagnostic Errors | Agency for Healthcare Research and Quality
    www.ahrq.gov/diagnostic-safety/resources/issue-briefs/dxsafety-cognitive-load1.html
    May 01, 2024 - Cognitive Load Theory and Its Impact on Diagnostic Accuracy Introduction to Diagnostic Errors … Previous Page Next Page Table of Contents Cognitive Load Theory and Its Impact on Diagnostic Accuracy … Fundamental Concepts for Understanding Cognitive Load Interplay Between Cognitive Load and Diagnostic Accuracy … thinking rather than conscious and analytical thinking. 13 However, CLT as it applies to diagnostic accuracy … , and review ways to measure CLT to understand its causal impact on diagnostic accuracy.

13. Improved Diagnostic Accuracy Through Probability-Based Diagnosis | Agency for Healthcare Research and Quality
    www.ahrq.gov/diagnostic-safety/resources/issue-briefs/probabilistic-thinking.html
    September 01, 2022 - Improved Diagnostic Accuracy Through Probability-Based Diagnosis Next Page Table of Contents … Improved Diagnostic Accuracy Through Probability-Based Diagnosis Introduction Fundamental Concepts … Improved diagnostic accuracy through probability-based diagnosis.

14. Evidence Base Supporting Telehealth | Agency for Healthcare Research and Quality
    www.ahrq.gov/diagnostic-safety/resources/issue-briefs/teledx-2.html
    August 01, 2020 - asthma, and mental health conditions. 1-4 For nonurgent complaints in primary care settings, diagnostic accuracy … versus face-to-face encounters. 5,6 For more critical issues, the more pressing matter is not the accuracy

15. Content-Specific Versus Process-Focused Checklists | Agency for Healthcare Research and Quality
    www.ahrq.gov/diagnostic-safety/resources/issue-briefs/dxchecklists-3.html
    September 01, 2020 - Sullivan and Shofield evaluated the use of a cognitive forcing mnemonic, called “SLOW”, on diagnostic accuracy … Similarly, most studies that evaluated process-focused checklists found no significant effects on accuracy … Overall, they found that the use of a checklist did not improve accuracy in the easy cases; on the contrary … , diagnostic accuracy was reduced by the use of checklists. … For difficult cases, the content-specific checklist improved diagnostic accuracy, but the debiasing checklist

16. Evidence in Use of Clinical Reasoning Checklists for Diagnostic Error Reduction (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/patient-safety/reports/issue-briefs/diagnostic-error-reduction.pdf
    September 04, 2020 - , diagnostic accuracy was reduced by the use of checklists. … For difficult cases, the content-specific checklist improved diagnostic accuracy, but the debiasing … Accuracy improved from 46% pre-checklist condition to 51% post-checklist condition. … The checklist particularly improved accuracy in the difficult cases. … Guided reflection interventions show no effect on diagnostic accuracy in medical students.

17. Measures of Cognitive Load | Agency for Healthcare Research and Quality
    www.ahrq.gov/diagnostic-safety/resources/issue-briefs/dxsafety-cognitive-load4.html
    May 01, 2024 - Cognitive Load Theory and Its Impact on Diagnostic Accuracy Measures of Cognitive Load Previous … Page Next Page Table of Contents Cognitive Load Theory and Its Impact on Diagnostic Accuracy … Fundamental Concepts for Understanding Cognitive Load Interplay Between Cognitive Load and Diagnostic Accuracy … : More robust investigation into how high cognitive load impacts clinician diagnostic accuracy in … Once the causal relationships between cognitive load and diagnostic accuracy have been better explored

18. Appendix V. JAMIA Draft Manuscript Tables | Agency for Healthcare Research and Quality
    www.ahrq.gov/research/findings/final-reports/ssi/ssiapvtables.html
    April 01, 2018 - Accuracy of algorithm at each participating hospital Accuracy of Algorithm at DH Accuracy of … of Algorithm at VA SLCHCS Accuracy of Algorithm at VVMC     Routine Surveillance     … Accuracy of Adjudicated Algorithm at Each Participating Hospital Accuracy of Adjudication at … DH Accuracy of Adjudication at IH     Routine Surveillance       Routine Surveillance … of Adjudication at VA SLCHCS Accuracy of Adjudication at VVMC     Routine Surveillance

19. Defining Diagnostic Error: A Scoping Review to Assess the Impact of the National Academies’ Report Improving Diagnosis in Health Care (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/topics/defining-diagnostic-error-a-scoping-review.pdf
    April 27, 2022 - explore how researchers operationalize the NASEM’s definition of diagnostic error with relevance to accuracy … “Mini-root cause analysis” Timeliness, accuracy Sacco et al26 United States Accuracy: “In the past … Patient reports of diagnostic error Timeliness, accuracy, communication Aoki and Watanuki27 … Patient survey reporting diagnostic error Timeliness, accuracy Giardina et al29 United States … Secondary analysis of patient reports of adverse Timeliness, accuracy, communication events (

20. A Call To Action: Diagnostic Excellence In Rural Healthcare | Agency for Healthcare Research and Quality
    www.ahrq.gov/diagnostic-safety/resources/issue-briefs/dxsafety-rural-healthcare4.html
    October 01, 2024 - payment models (e.g., value-based payment models, 89 global budgets 90,91 ) do not capture diagnostic accuracy … Integrating these practices into routines can enhance diagnostic accuracy and timeliness, positively … advanced diagnostic technologies and implement telemedicine and hybrid care models that enhance diagnostic accuracy … This patient enabling enhances the accuracy and timeliness of diagnoses, contributing to better diagnostic … Focusing on diagnostic accuracy and timeliness has immense potential to enhance patient health outcomes