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  1. qualityindicators.ahrq.gov/Downloads/Modules/PSI/v2019/TechSpecs/PSI%2090%20Patient%20Safety%20and%20Adverse%20Events%20Composite.pdf
    December 01, 2013 - For more information, see Quality Indicator Empirical Methods and Composite User Guide.
  2. qualityindicators.ahrq.gov/Downloads/Software/SAS/v2020/AHRQ_SASQI_v2020_Software_Rel_Notes.pdf
    July 01, 2020 - coding updates to the International Classification of Diseases, Tenth Revision, Clinical Modification/Procedure … of the grouper software retain the MDC that would be assigned based on the principal diagnosis and procedure … For more details about the O-E ratio adjustment, please refer to the Empirical Methods document available
  3. qualityindicators.ahrq.gov/Downloads/Software/SAS/V2020/AHRQ_SASQI_v2020_Software_Rel_Notes.pdf
    July 01, 2020 - coding updates to the International Classification of Diseases, Tenth Revision, Clinical Modification/Procedure … of the grouper software retain the MDC that would be assigned based on the principal diagnosis and procedure … For more details about the O-E ratio adjustment, please refer to the Empirical Methods document available
  4. qualityindicators.ahrq.gov/Archive/News2006.aspx
    October 13, 2006 - risk-adjustment, hierarchical modeling, performance measures, and reporting; Expertise in statistical methods … Peer-reviewed publications relevant to the development of composite measures; Expertise in statistical methods … grouper software: the revised version 1) includes updated code mappings for FY2006 ICD-9-CM diagnosis and procedure … In addition, the risk adjustment method was modified to be consistent with the approach used in the current
  5. qualityindicators.ahrq.gov/Downloads/Software/V2020/SAS-WinQI_comparison_ICD-10v2020.pdf
    July 01, 2020 - meet the short-term needs for information on healthcare quality using standardized, user-friendly methods
  6. qualityindicators.ahrq.gov/Downloads/Software/V2021/SAS-WinQI_comparison_ICD-10v2021.pdf
    July 01, 2021 - meet the short-term needs for information on healthcare quality using standardized, user-friendly methods
  7. qualityindicators.ahrq.gov/Archive/News2005.aspx
    September 30, 2006 - should have technical expertise in measurement development, and a familiarity with statistical methods … will be selected based upon the following criteria: Familiarity and experience with the relevant methods … 9-CM coding practices Use of the AHRQ QI in the National and State Healthcare Quality Reporting Methods … syntax for Pediatric Heart Surgery Volume (IQI #3) and Mortality (#10) to the exclusion for single procedure … In addition, the ICD-9-CM major operating room procedure codes are now included in a separate, downloadable
  8. AHRQ Slide Template (ppt file)

    qualityindicators.ahrq.gov/Downloads/Resources/Presentations/2005/2005AHRQQI_Geppert_Composite_Measures.ppt
    January 01, 2005 - 2: Session II Presenter: Jeffrey Geppert, Battelle AHRQ QI User Meeting September 26-27, 2005 Methods … Mortality for medical conditions Utilization of procedures Volume of procedures Post-operative … referred to as smoothed rates or reliability-adjusted rates Endorsed by NQF for outcome measures Methods … Analytic Methods for Constructing Cross-Sectional Profiles of Health Care Providers (2000) Hierarchical … Easily understood and readily interpretable Socio-Economic Status Limitations Measures and methods
  9. qualityindicators.ahrq.gov/Downloads/Resources/Publications/FullListPublications-508.pdf
    October 09, 2024 - Estimates of 30-Day Postoperative Pulmonary Complications after Gastrointestinal Endoscopic Procedures … “A Pragmatic Method for Measuring Inpatient Complications and Complication-Specific Mortality.” … “Graph Neural Network Modelling as a Potentially Effective Method for Predicting and Analyzing Procedures … Detecting patient safety indicators: How valid is 'foreign body left during procedure' in the Veterans … The implications of using adjusted versus unadjusted methods to measure health care disparities at
  10. qualityindicators.ahrq.gov/Downloads/Resources/Webinars/2020/AHRQ%20Quality%20Indicators%20Software%20v2020%20ICD-10-CMPCS.pdf
    January 01, 2020 - , focus on potentially avoidable in-hospital complications and adverse events during surgeries and procedures … important - there's more information available about this in the release notes and in the empirical methods … Following refinements were tested but not implemented: For PSI 12, exclusion for procedures occurring … looking at a particular indicator and want to know what codes changed, probably the best, the best, method … PS 12 exclusion for procedures occurring 7 to 14 days from admission and PSI 4 exclusion for DNR.
  11. qualityindicators.ahrq.gov/Downloads/Modules/PSI/V2021/Version_2021_Benchmark_Tables_PSI.pdf
    January 01, 2021 - Tenth Revision, Clinical Modification/Procedural Classification System (ICD-10-CM/PCS) diagnoses and procedures … the SID include indicators of the diagnoses being present on admission (POA) and 42 included the procedure … report POA to the Centers for Medicare & Medicaid Services (CMS, http://www.hcup-us.ahrq.gov/reports/methods … http://www.hcup-us.ahrq.gov/reports/methods/2015-06.pdf AHRQ Quality IndicatorsTM Patient Safety Indicators … reference population and the risk adjustment process may be found in Quality Indicator Empirical Methods
  12. qualityindicators.ahrq.gov/Downloads/Resources/Webinars/2015/Introduction_to_AHRQ_Quality_Indicators_FAQ.pdf
    January 01, 2015 - Does the AHRQ QI software use all of the codes in the claim, or is it limited to 25 diagnosis and procedure … Is it possible to combine data years in order to produce more reliable rates, or are there other methods
  13. qualityindicators.ahrq.gov/Downloads/Resources/Webinars/2019/AHRQ_QI_v2019_Software_Release_Webinar_Transcript.pdf
    January 01, 2019 - , focus on potentially avoidable in-hospital complications and adverse events during surgeries and procedures … In this current context, where the purpose and methods of measurement continue to change rapidly, the … As I mentioned, we used the Modified Delphi method and experts deliberated and discussed the evidence … In PSI 4 we updated codes for infection and operating room procedures. … there was always a risk when using the Quality Indicator software because it's based on diagnosis and procedure
  14. qualityindicators.ahrq.gov/Downloads/Software/WinQI/V2020/AHRQ_WinQI_v2020_Software_Rel_Notes.pdf
    July 01, 2020 - of the grouper software retain the MDC that would be assigned based on the principal diagnosis and procedure … For more details about the O-E ratio adjustment, please refer to the Empirical Methods document available
  15. qualityindicators.ahrq.gov/Downloads/Modules/PSI/V2020/Version_2020_Benchmark_Tables_PSI.pdf
    January 01, 2020 - Tenth Revision, Clinical Modification/Procedural Classification System (ICD-10-CM/PCS) diagnoses and procedures … 2011 SID at hospitals that were required to report POA to CMS (http://www.hcup-us.ahrq.gov/reports/methods … the reference population and the risk adjustment process may be found in Quality Indicator Empirical Methods … 2020 http://www.qualityindicators.ahrq.gov/modules/Default.aspx http://www.hcup-us.ahrq.gov/reports/methods
  16. qualityindicators.ahrq.gov/Downloads/Software/WinQI/V2020/AHRQ_WinQI_v2020.0.1_Software_Rel_Notes.pdf
    January 01, 2021 - of the grouper software retain the MDC that would be assigned based on the principal diagnosis and procedure … For more details about the O-E ratio adjustment, please refer to the Empirical Methods document available
  17. qualityindicators.ahrq.gov/Downloads/Modules/IQI/V2020/Version_2020_Benchmark_Tables_IQI.pdf
    January 01, 2020 - Tenth Revision, Clinical Modification/Procedural Classification System (ICD-10-CM/PCS) diagnoses and procedures … 2011 SID at hospitals that were required to report POA to CMS (http://www.hcup- us.ahrq.gov/reports/methods … the reference population and the risk adjustment process may be found in Quality Indicator Empirical Methods … July 2020 http://www.qualityindicators.ahrq.gov/modules/Default.aspx https://us.ahrq.gov/reports/methods
  18. qualityindicators.ahrq.gov/Downloads/Resources/Presentations/2005/2005AHRQQI_Haywood_Roman_Medicares_Healthcare_Quality_Incentive_Strategies.ppt
    January 01, 2005 - Medicare Demonstrations A demo is a way for CMS to send a new message, to test new payment methods … These clinical areas represent high volume conditions and procedures that entail considerable cost for
  19. U (doc file)

    qualityindicators.ahrq.gov/Downloads/Resources/Publications/2004/Narrative%20Agenda%20of%20the%20Conferences%20for%20Health%20Care%20Purchasers%20and%20Providers.doc
    January 01, 2004 - alternative design features; · Describe perspectives of health care providers regarding pay-for-performance methods
  20. qualityindicators.ahrq.gov/Downloads/Modules/IQI/V2021/Parameter_Estimates_IQI_v2021.pdf
    July 01, 2021 - report POA to CMS (Centers for Medicare and Medicaid Services, http://www.hcup- us.ahrq.gov/reports/methods … http://www.hcup-us.ahrq.gov/reports/methods/2015-06.pdf http://www.hcup-us.ahrq.gov/reports/methods/2015 … the risk adjustment process and composite indicators may be found in Quality Indicator Empirical Methods … mult significant trauma 1 1.8085996167 0.4366427071 4.1420584544 <.0001 ADX950_0034 DRG Extensive procedure … # 1 4.5778310034 0.4123268942 11.1024312697 <.0001 ADX950_1234 DRG Extensive procedure unrelated

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