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21. 2023 National Healthcare Quality and Disparities Report - Appendix B. Quality Trends and Disparities Tables: Care Coordination (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/research/findings/nhqrdr/2023-qdr-appendixb-measure-category-7.pdf
    January 01, 2023 - fringe metro 81.0 79.6 7.4 Same Large central metro 2002 75.4 2020 76.9 -0.4 No change ==== … central metro 2016 1064.1 2020 965.6 -3.5 No change ====== Large fringe metro 846.4 965.6 14.1 … central metro 2016 701.8 2020 577.5 -4.2 Improving ====== Large fringe metro 450.3 577.5 28.2 … central metro 2016 447.7 2020 533.8 2.3 No change ====== Large fringe metro 410.9 533.8 29.9 … central metro 2016 234.1 2020 161.3 -8.8 Improving ====== Large fringe metro 162.5 161.3 -0.7

22. COVID-19 Telehealth Waivers and AHCA/NCAL Member Experiences | Agency for Healthcare Research and Quality
    www.ahrq.gov/nursing-home/resources/covid-telehealth-waivers.html
    June 01, 2022 - Experiences ​In this webinar skilled nursing facility leaders (from independent facility owners to large

23. Exhibit 3. Case Selection Factors for Included Organizations | Agency for Healthcare Research and Quality
    www.ahrq.gov/practiceimprovement/systemdesign/leancasestudies/lean-exhibit3.html
    November 01, 2014 - Mid-point Geographic location West South East Midwest East Region density Rural Large … urban Large urban Large urban Small urban Special organization designation Critical access

24. 2023 National Healthcare Quality and Disparities Report - Appendix B. Quality Trends and Disparities Tables: Access to Care (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/research/findings/nhqrdr/2023-qdr-appendixb-measure-category-2.pdf
    January 01, 2023 - Access to care measures that showed large disparities include: • People under age 65 with any private … Uninsured 2019 63.2 2019 63.2 ------ ------ ====== 63.2 134.1 Worse Metropolitan status Large … ===== ====== ====== ====== ====== ====== Metropolitan 2019 26.6 2019 26.6 ------ ------ ====== Large … fringe metro 23.8 26.6 11.8 Worse Large central metro 2019 28.0 2019 28.0 ------ ------ === … fringe metro 22.5 22.5 0.0 Same Large central metro 2019 23.5 2019 23.5 ------ ------ =====

25. Table 1. Case Study Sites | Agency for Healthcare Research and Quality
    www.ahrq.gov/hai/cusp/clabsi-hpwpreport/clabsi-hpwptab1.html
    August 01, 2015 - Executive (7) Management (7) Staff (11) Site 4 (2) Higher performance b Large … (16) Staff (17) Site 5 (3) Lower performance Community hospital affiliated with large … Management (5) Staff (12) Site 6 (3) Higher performance Community hospital, part of large … beds Executive (2) Management (4) Staff (8) Site 9 (NA) HPWP c AMC in large

26. 2018 National Healthcare Quality and Disparities Report Executive Summary
    www.ahrq.gov/sites/default/files/wysiwyg/research/findings/nhqrdr/2019qdr-es.pptx
    January 01, 2019 - Disparities vary by residence location: For nearly a quarter (24 of 102) of quality measures, residents of large … central metropolitan areas received worse care than residents of large fringe metropolitan areas. … quality measures, residents of micropolitan and noncore areas received worse care than residents of large … of quality measures, medium and small metropolitan residents received worse care than residents of large

27. Perspectives from the Field: Advancing Urinary Incontinence Management in Primary Care | Agency for Healthcare Research and Quality
    www.ahrq.gov/evidencenow/projects/urinary/interviews.html
    November 01, 2024 - Each team provides actionable advice for primary care providers and practices on steps, both small and large … OPTIMA is working with four large Southern California health systems, including a safety-net system with … a large number of Spanish-speaking women.

28. QSRS AI/ML Clinical Data Abstraction: Final Presentation (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/patient-safety/quality-measures/qsrs/qsrs-aiml-presentation.pdf
    January 05, 2005 - The Problem - Unlocking Data from Complex Healthcare PDFs Healthcare Patient Data Trapped in Large … successfully addressed these challenges by: • Efficiently managing the processing and organization of large … smart architectural design with AWS-native tools to unlock structured, clean and searchable data from large … ● Reliability ○ Split large files to avoid Textract timeouts. ○ Use SQS queues to decouple processing … Large Language Model (LLM) is an advanced AI system trained on massive amounts of data to understand

29. References | Agency for Healthcare Research and Quality
    www.ahrq.gov/diagnostic-safety/resources/issue-briefs/dxsafety-ai-wave-references.html
    July 01, 2025 - Large-Scale Assessment of a Smartwatch to Identify Atrial Fibrillation. … Large Language Model Influence on Diagnostic Reasoning: A Randomized Clinical Trial. … Unmasking and quantifying racial bias of large language models in medical report generation. … Large language models propagate race-based medicine. … The effect of using a large language model to respond to patient messages.

30. Let Consumers Select Health Plans or Providers To Compare | Agency for Healthcare Research and Quality
    www.ahrq.gov/talkingquality/translate/web/pathways/health-plans.html
    October 01, 2015 - In some cases, the number of entities is large, especially when the report is for the Nation, a State … , or a large region or locality.

31. Care Affordability Trends and Measures | Agency for Healthcare Research and Quality
    www.ahrq.gov/research/findings/nhqrdr/chartbooks/careaffordability/measures.html
    June 01, 2018 - Micropolitan vs. large fringe metropolitan areas. … Noncore vs. large fringe metropolitan areas. … Large central vs. large fringe metropolitan areas. Multiple race vs. White.

32. The Prevalence of Mental Health Conditions Was on the Rise Before the COVID-19 Pandemic and the Pandemic Had a Negative Effect on Mental Health (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/research/findings/nhqrdr/qdr-mental-health-data-spotlight.pdf
    July 01, 2024 - large central (i.e., suburban areas). … central metro areas (36.2%) than for adults living in large fringe metro areas (41.0%). … metro counties (17.6%) than for large fringe metro counties (36.4%). … medium metro areas and adults living in large fringe metro areas. … and adults living in large fringe metro areas

33. Facilities/Basement | Agency for Healthcare Research and Quality
    www.ahrq.gov/research/shuttered/toolkitchecklist/facbase.html
    July 01, 2018 - Facilities/Basement Also includes variety of large-scale building infrastructure inspections.

34. National Center for Excellence in Primary Care Research _x000b_Presents Using Large Datasets in Primary Care Research
    www.ahrq.gov/sites/default/files/wysiwyg/ncepcr/webinars/using-large-datasets-pcr-052323.pptx
    May 24, 2023 - National Center for Excellence in Primary Care Research _x000b_Presents Using Large Datasets in Primary … Care Research National Center for Excellence in Primary Care Research Presents Using Large Datasets … It is my pleasure to welcome you to today’s webinar, Using Large Datasets in Primary Care Research. … Provide guidance on matching primary care research questions with appropriate datasets Using Large … Datasets in Primary Care Research The goal of today’s webinar is to introduce you to large datasets

35. Scoring Different Kinds of Health Care Quality Measures | Agency for Healthcare Research and Quality
    www.ahrq.gov/talkingquality/translate/scores/scoring.html
    June 01, 2016 - Different Kinds of Health Care Quality Measures The scores you present in your report depend in large … The ratings of a large number of people would then be averaged to come up with a number like 1.5 or 2.3

36. Exhibit 3.3. Characteristics of Grand Hospital Center | Agency for Healthcare Research and Quality
    www.ahrq.gov/practiceimprovement/systemdesign/leancasestudies/lean-exhibit3-3.html
    November 01, 2014 - Organizational experience with Lean Some experience Geographic location South Regional density Large

37. Exhibit 5.3. Characteristics of Heights Hospital | Agency for Healthcare Research and Quality
    www.ahrq.gov/practiceimprovement/systemdesign/leancasestudies/lean-exhibit5-3.html
    November 01, 2014 - Organizational experience with Lean Recent (2007) Geographic location East Regional density Large

38. 2023 National Healthcare Quality and Disparities Report - Appendix B. Quality Trends and Disparities Tables: Affordable Care (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/research/findings/nhqrdr/2023-qdr-appendixb-measure-category-3.pdf
    January 01, 2023 - Affordable care measures that showed large disparities include: • People under age 65 whose family’ … fringe metro 15.9 15.3 -3.8 Same Large central metro 2002 12.7 2020 13.9 0.4 No change ====== … fringe metro 16.4 15.0 -8.5 Same Large central metro 2002 20.4 2020 16.0 -0.8 No change === … fringe metro 13.8 14.8 7.3 Same Large central metro 2018 18.0 2020 14.9 ------ ------ ===== … fringe metro 5.9 6.3 5.9 Same Large central metro 2018 8.7 2020 6.3 ------ ------ ======

39. Slide 1 (ppt file)
    www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/system/delivery-system-initiative/mccannon/mccannon.ppt
    February 17, 2011 - Because we lack incentives to do so Because we don’t expect to do so Because we don’t appreciate how large-scale … Because we lack incentives to do so Because we don’t expect to do so Because we don’t appreciate how large-scale … Scaling Up: From Vision to Large-scale Change. … Planning for Scale: A Guide for Designing Large-Scale Improvement Initiatives. … The Science of Large-Scale Change in Global Health. JAMA. October 24/31, 2007; 298: 1937 - 1939.

40. Section 6-B, Table 6 (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/pqmp/measures/availability/chipra-120-section-6b-table-6.pdf
    June 02, 2025 - State Medicaid, 2010 Urbanicity UIC N OB Proxy1 Transfusion Proxy2 NICU >=33 URBAN Large … 27.10% 14.62% 37.98% Small Metropolitan 2 7229 15.95% 10.26% 21.69% RURAL Adjacent to Large