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www.ahrq.gov/sites/default/files/wysiwyg/npsd/data/spotlights/spotlight-patterns-fall-interventions.pdf
September 01, 2023 - NPSD Data Spotlight: Patterns of Fall Interventions
Patterns of Fall
Interventions
NPSD Data Spotlight … npsd/data/spotlights/spotlight-falls.pdf
https://www.ahrq.gov/sites/default/files/wysiwyg/npsd/data/spotlights … These systems were adapted to include
some Common Formats data elements and created data mappings to … recode other data collected
through established data elements into Common Formats data elements, which … result in missing
data and data that may not be comparable to what would have been collected with
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www.ahrq.gov/ncepcr/research-transform-primary-care/transform/cost/exh1.html
October 01, 2015 - Example Data Collection Tools
Appendix B. Example Data Collection Tools (continued)
Appendix C. … and Analysis Methods
Key Considerations
Gross-Costing
Cost estimate based on aggregated data … Retrospective analysis of the costs of transformation to health care facilities or insurers
Data … Sources:
Claims data or
General ledger data spanning periods before, during, and after transformation … collection
Pre-established rapport with clinics providing data
Web-based data collection tools for
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www.ahrq.gov/patient-safety/settings/long-term-care/resource/hcbs/report/apiiif.html
June 01, 2010 - Source: Administrative data, consumer survey, provider survey licensing data, record reviews, claims … data
Respondent: Consumer survey not yet specified
Mode of Data Collection: N/A
Total Items/ … Source: Potential State data sources identified include administrative data, such as medical records … Administrative data generated from provider reviews
Respondent: N/A
Mode of Data Collection: N/ … Data are tracked by provider.
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www.ahrq.gov/patient-safety/settings/long-term-care/resource/hcbs/report/apiiie.html
June 01, 2010 - Source: Administrative data
Respondent: N/A
Mode of Data Collection: N/A
Total Items/indicators … Source: Providers supply data to the State
Respondent: N/A
Mode of Data Collection: N/A
Total … Tool or Measure Set: HCBS Monitoring Review Tool for Florida's Alzheimer's Waiver
Data Source: Data … Source: Administrative data and consumer survey data
Respondent: Consumer or proxy
Mode of Data … Tool or Measure Set: Kansas Summary Data on Children with Severe Emotional Disorders
Data Source:
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www.ahrq.gov/patient-safety/settings/long-term-care/resource/hcbs/report/apiiii.html
June 01, 2010 - Source: Administrative Data, Provider Data
Respondent: N/A
Mode of Data Collection: N/A
Total … Source: Administrative Data, Provider Data
Respondent: N/A
Mode of Data Collection: N/A
Total … Source: Administrative Data, Provider Data
Respondent: N/A
Mode of Data Collection: N/A
Total … Source: Administrative Data, Provider Data
Respondent: N/A
Mode of Data Collection: N/A
Total … Source: Administrative Data, Provider Data
Respondent: N/A
Mode of Data Collection: N/A
Total
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www.ahrq.gov/ecareplan/about/index.html
August 01, 2024 - These tools include data standards and electronic care plan applications that allow all members of the … This inability to share data also limits our ability to use real-world data for research, making it harder … Therefore, data for real-world research on people living with MCC are often incomplete. … The eCare Plan project developed data standards to allow transfer of healthcare data across settings … to more complete and comprehensive data for Quality Improvement (QI) efforts.
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www.ahrq.gov/pqmp/implementation-qi/toolkit/child-hcahps/improvement-data.html
July 01, 2021 - CAHPS Child Hospital Survey (Child HCAHPS) Toolkit
Improvement Data
Previous Page Next Page … Measure Specifications and Reporting
Key Driver Diagram
Quality Improvement Strategies
Improvement Data … The results were intended for state users to inform further development of strategies to streamline data … With permission from the hospitals, data was securely transferred from seven hospitals to each of the … The data included 69 hospitals in 32 states.
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www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/b1_combo_applyingqis.pdf
March 01, 2016 - Applying the AHRQ Quality Indicators to Hospital Data
Toolkit for Using the AHRQ Quality Indicators … Improve Hospital Quality and Safety
i Tool B.1
Applying the AHRQ Quality Indicators to Hospital Data … • Statisticians, data analysts, and programmers can help calculate the QIs using data
available … The SID is a large database of
hospital discharge data maintained by AHRQ. … For details about the impact of missing data for each data element, see the
AHRQ Web site (www.qualityindicators.ahrq.gov
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www.ahrq.gov/sites/default/files/wysiwyg/news/events/ahrq-research-summit/newman-toker-summit2016.pdf
September 28, 2016 - Use of Data and Measurement in Improving Diagnostic Safety
AHRQ Research Summit, September 28, 2016 … Use of Data and Measurement in
Improving Diagnostic Safety
David E. … or clinical data
warehouses (+/- supported by NLP)
HELP MEASURE & TRACK PROBLEMS
BIG DATA FOR DX … not ideal “gold standard”; second reads only for
image-based disciplines; chart reviews missing key data … DOMAINS
NUMERATOR-ONLY Methods
NUMERATOR-DENOMINATOR Methods
NUMERATOR-DENOMINATOR Methods
Big data
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www.ahrq.gov/sites/default/files/wysiwyg/pqmp/toolkits/chart-review-tool.pdf
June 02, 2025 - IMPLEMENT CA Asthma Collaborative Data Collect ion Survey
IMPLEMENT … CA Asthma Collaborative Data Collect ion Survey
Pract ice name
Reviewer in itials
Month of … Interventio n
Yes
No
Yes
No
reset
reset
reset
reset
reset
reset
PICK 2 of 4 for monthly data
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www.ahrq.gov/sites/default/files/wysiwyg/cahps/news-and-events/events/webinars/data-analysis-webcast-closing-5.pdf
June 02, 2025 - Improving Patient Experience: Data Analysis Methods webcast - Closing
CAHPS Improvement Resources
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www.ahrq.gov/data/apcd/backgroundrpt/app-a.html
April 01, 2017 - Databases
Introduction
Reviewing the Landscape of All-Payer Claims Databases
Measure Inventory
Data … Vice President/General Manager
Provider and Health Plan Markets, Health Data & Management Solutions, … Philadelphia, Pennsylvania
Learning Network Members
APCD Council
National Association of Health Data
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www.ahrq.gov/data/cahps.html
July 01, 2024 - In addition, aggregated data are available on the AHRQ Data Tools web page. … The CAHPS Data Tools present an overview of CAHPS survey data in chartbooks and explore the data in … CAHPS Data Tools The CAHPS Data Tools allow you to explore aggregated data from four CAHPS Databases: … Health Plan Survey Data Tools Home and Community-Based Services Survey Data Tools Child Hospital Survey … Data Tool s Clinician & Group Survey Data Tools
CAHPS Databases The CAHPS Databases are AHRQ
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www.ahrq.gov/data/sops.html
March 01, 2025 - SOPS databases are central repositories for survey data from each of the SOPS surveys and SOPS supplemental … Participation in the SOPS Databases is free and open to users of the surveys to voluntarily submit their data … organizations that administer any of the supplemental items with the companion SOPS survey can also submit data … Access information about how to submit data to one of the SOPS Databases and view results from recent
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www.ahrq.gov/sites/default/files/wysiwyg/sops/surveys/2024-sops-deidentified-data-release-agreement.pdf
January 01, 2024 - SOPS® Database De-identified Data Release Agreement
SOPS Database De-identified Data Release Agreement … This Data Release Agreement (DRA) specifies the terms and conditions for the release and use of
data … Any individual (“Data Requester”) seeking permission to obtain or
use Data from the Database must sign … for which the Data will be used. … access to the Data
e.
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www.ahrq.gov/sites/default/files/wysiwyg/data/SyH-DR-State-Code-Label-January2024.pdf
January 01, 2024 - SyH-DR Known Data Issue: State Code Label
AHRQ Publication No. 24-0031-4-EF
January 2024 … Synthetic Healthcare Data for Research (SyH-DR) Known
Data Issue: State Code Label
If you downloaded … As of the SyH-DR data file update in January 2024, the
variable label was changed to State Code. … The term “Alpha” is no longer used in the SyH-DR
data files. … Synthetic Healthcare Data for Research (SyH-DR) Known Data Issue: State Code Label
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www.ahrq.gov/sops/databases/pharmacy/submission.html
September 01, 2024 - Data Use Agreement, which assures pharmacies about the confidentiality of their data and explains how … their data will be used. … Respondent-level survey data following the appropriate data file specifications for each pharmacy site … data and automatically create tables and graphs of the survey results. … Research datasets that provide de-identified data for approved research purposes.
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www.ahrq.gov/data/visualizations/private-employer-insurance-trends.html
February 01, 2024 - This dashboard uses data from the Medical Expenditure Panel Survey-Insurance Component (MEPS-IC) private … Insurance at Private Employers, 2008-2022 (PDF, 4 MB)
MEPS IC 2022 Chartbook (PDF, 10 MB)
MEPS IC Data … Private-Sector National Tables)
Instructions: Click on either Single or Family to highlight deductible data … Hover over bars and data points in the charts to explore deductible data by year.
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www.ahrq.gov/sops/databases/asc/databases/submission.html
September 01, 2024 - Data Use Agreement, which assures ASCs about the confidentiality of their data and explains how their … data will be used. … Respondent-level survey data following the appropriate data file specifications for each ASC site. … survey data and automatically create tables and graphs of the survey results. … Research datasets that provide de-identified data for approved research purposes.
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www.ahrq.gov/chsp/data-resources/compendium-update-webinar.html
July 01, 2023 - track trends in health system affiliation and consolidation over time, has been updated to include data … Data on 635 U.S. health systems is available for analyses of the changing healthcare landscape or to … Health Systems: Data Structure Overview (44:48)
Slide Presentation (PDF, 1.8 MB)
January 12