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1. Criteria for a good indicator for comparative public reporting (pdf file)
   qualityindicators.ahrq.gov/Downloads/Modules/QI_Reporting/Model_Report_Appendix_A.pdf
   August 01, 2004 - PSI 6) • National quality reports • State agencies – safety monitoring, confidential/ internal analyses … PSI 7) • National quality reports • State agencies – safety monitoring, confidential/ internal analyses … 10) • National quality reports • State agencies – safety monitoring, confidential/ internal analyses … PSI 17) • National quality reports • State agencies – safety monitoring, confidential/ internal analyses … 20) • National quality reports • State agencies – safety monitoring, confidential/ internal analyses

2. Microsoft Word - COVID19 UserNote_Oct2020.docx (pdf file)
   qualityindicators.ahrq.gov/Downloads/Resources/COVID19_UserNote_Oct2020.pdf
   November 01, 2020 - AHRQ is currently conducting rigorous empirical analyses as well as following HHS guidance to formulate … However, currently AHRQ does not have sufficient 2020 data to conduct analyses and offer guidance on … consider the following approaches after identifying COVID-19 discharges in their data: • To focus analyses … interim considerations document, it will be updated as additional data become available and further analyses

3. Microsoft Word - COVID19 UserNote_Oct2020.docx (pdf file)
   qualityindicators.ahrq.gov/Downloads/Resources/COVID19_UserNote_July2021.pdf
   July 01, 2021 - AHRQ is currently conducting rigorous empirical analyses as well as following HHS guidance to formulate … However, currently AHRQ does not have sufficient 2020 data to conduct analyses and offer guidance on … consider the following approaches after identifying COVID-19 discharges in their data: • To focus analyses … interim considerations document, it will be updated as additional data become available and further analyses

4. Qi Measure Development Implementation Maintenance Retirement Summary 05-03-11 (pdf file)
   qualityindicators.ahrq.gov/Downloads/Resources/Publications/2011/QI_Measure_Development_Implementation_Maintenance_Retirement_Summary_05-03-11.pdf
   January 01, 2011 - ..................................................................................... 3 Empirical Analyses … The revised measure specification is used to perform initial analyses using Healthcare Cost and Utilization … Empirical Analyses Time line: Approximately 2 months The empirical analyses serve to determine relative … An additional component to the empirical analyses involves validation activities.1 The validation … , from the literature), acceptability to the clinical panel, and adequate performance on empirical analyses

5. Qi Measure Development Implementation Maintenance Retirement Full 5-3-11 (pdf file)
   qualityindicators.ahrq.gov/Downloads/Resources/Publications/2011/QI_Measure_Development_Implementation_Maintenance_Retirement_Full_5-3-11.pdf
   January 01, 2011 - Empirical Analyses Time line: Approximately 2 months, with existing data The empirical analyses … rates of draft indicators, analyses impacting indicator specific questions). … Empirical Analyses Time line: Approximately 2 months The empirical analyses serve to provide information … There is a standard set of empirical analyses that are conducted on most indicators. … An additional component to the empirical analyses may involve validation activities.

6. AHRQ Slide Template (ppt file)
   qualityindicators.ahrq.gov/Downloads/Resources/Presentations/2005/AHRQQI_McDonald_Davies_Pediatric_Indicator_Module.ppt
   January 01, 2005 - indicator definition and risk groupings To establish face validity when minimal literature Empirical analyses … Example Indicator Evaluation PANEL EVALUATION FURTHER EMPIRICAL ANALYSES REFINED DEF. … FINAL DEFINITION INITIAL EMPRICAL ANALYSES AND DEFINITION LITERATURE REVIEW USER DATA Indicators … Post-Panel Investigation Empirical analyses Examine rates of decubitus ulcer in potentially high risk … Mark Gritz and Jeffrey Geppert, Project Directors, Battelle Health and Life Sciences Data used for analyses

7. AHRQ - Quality Indicators
   qualityindicators.ahrq.gov/FAQs_Support/FAQ_QI_Hospital.aspx
   September 12, 2012 - However, if you have questions about the analyses or results used in your Hospital Compare Report please

8. Microsoft Word - AHRQ_Rationale4notseekingNQFendorsement.docx (pdf file)
   qualityindicators.ahrq.gov/Downloads/News/AHRQ_Rationale4notseekingNQFendorsement-May2021.pdf
   May 01, 2021 - The program shall continue to disseminate unbiased scientific evidence and analyses related to the risk-adjustment

9. Guidance for Using the AHRQ Quality Indictors for Public Reporting or Payment - Appendix B: Public Reporting Evaluation Framework—Comparison of Recommended Evaluation Criteria in Five Existing National Frameworks (pdf file)
   qualityindicators.ahrq.gov/Downloads/Modules/QI_Reporting/Model_Report_Appendix_B.pdf
   September 16, 2004 - clinically meaningful • Risk stratification, risk adjustment and other forms of recommended analyses … of measurement • Existence of prototypes • Capacity of data and measure to support subgroup analyses

10. Microsoft Word - User_note_COVID_July2020.docx (pdf file)
    qualityindicators.ahrq.gov/Downloads/Resources/User_note_COVID.pdf
    July 01, 2020 - This guidance will draw upon data analyses, published research and white papers discussing the clinical

11. Background (pdf file)
    qualityindicators.ahrq.gov/Downloads/ICD10/Background.pdf
    October 01, 2014 - Specifications consistent with (1) are called “legacy specifications” and are offered for historical analyses … Specifications consistent with (2) are called “enhanced specifications” and are offered for use in analyses

12. AHRQ - Quality Indicators
    qualityindicators.ahrq.gov/Archive/News2003.aspx
    December 23, 2003 - These changes include: a correction to the Failure to Rescue indicator; updating of the empirical analyses … of ICD-9-CM codes, review by a clinician panel, implementation of risk adjustment, and empirical analyses … of ICD-9-CM codes, review by a clinician panel, implementation of risk adjustment, and empirical analyses … of ICD-9-CM codes, review by a clinician panel, implementation of risk adjustment, and empirical analyses

13. AHRQ - Quality Indicators
    qualityindicators.ahrq.gov/FAQs_Support/FAQ_QI_Overview.aspx
    April 20, 2015 - Thus, analyses using data obtained from a complex sampling design will not produce accurate estimates … For a more thorough description of weighted AHRQ QI analyses, see the technical documentation on the … However, if you have questions about the analyses or results used in your Hospital Compare Report please

14. AHRQ - Quality Indicators
    qualityindicators.ahrq.gov/FAQS_Support/FAQ_QI_Overview.aspx
    April 20, 2015 - Thus, analyses using data obtained from a complex sampling design will not produce accurate estimates … For a more thorough description of weighted AHRQ QI analyses, see the technical documentation on the … However, if you have questions about the analyses or results used in your Hospital Compare Report please

15. AHRQ - Quality Indicators
    qualityindicators.ahrq.gov/Archive/News2002.aspx
    November 05, 2002 - appraisal of the pertinent literature, close examination of ICD-9-CM codes, clinician panel review and data analyses

16. Microsoft Word - txQInominationsfinal06-19-06.doc (pdf file)
    qualityindicators.ahrq.gov/Downloads/Resources/Publications/2006/txQInominations-Jun06.pdf
    January 01, 2006 - within the specified areas and will recommend a set of measures in each of the areas based on the analyses

17. Overview (doc file)
    qualityindicators.ahrq.gov/Downloads/Resources/Publications/2008/AHRQ%20QI%20Validation%20Pilot%20Phase%20II_Interest%20Form_Final.doc
    January 01, 2008 - secure data collection application; and 5) report administrative and medical record data for pooled analyses

18. PROJECT NAME (pdf file)
    qualityindicators.ahrq.gov/Downloads/Modules/PQI/PQI_Composite_Development.pdf
    April 07, 2006 - Separate analyses were conducted using hospital days and costs but these analyses are not reported here … Factor analyses ask the question: how much of the county level variation in the individual components … The figures in this report are intended only has suggestions for the types of analyses that the reporting … measures develop, alternative approaches to weighting will be incorporated to support multiple types of analyses

19. Ahrq Qi Validation Pilot Phase Ii Interest Form Final (pdf file)
    qualityindicators.ahrq.gov/Downloads/Resources/Publications/2008/AHRQ%20QI%20Validation%20Pilot%20Phase%20II_Interest%20Form_Final.pdf
    January 01, 2008 - secure data collection application; and 5) report administrative and medical record data for pooled analyses

20. Impact of Fiscal Year Coding Updates, v2021 (pdf file)
    qualityindicators.ahrq.gov/Downloads/Modules/V2021/v2021_FY_Coding_Updates.pdf
    July 01, 2021 - The AHRQ QIs are updated on a regular basis, incorporating new research evidence, empirical analyses,