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1. AHRQ Quality Indicator Tools for Data Analytics | Agency for Healthcare Research and Quality
   www.qualitymeasures.ahrq.gov/data/qualityindicators/index.html
   November 01, 2020 - Cost and Utilization Project (HCUP) Medical Expenditure Panel Survey (MEPS) AHRQ Quality Indicator … Information Knowledgebase Data Sources Available from AHRQ AHRQ Quality Indicator … Quality Indicator Modules The AHRQ QIs include four modules : Prevention Quality Indicators (PQIs) … Quality Indicator Products AHRQ QI Software: AHRQ’s free software ( SAS QI and WinQI ) can be used … It also includes 13 indicator-specific best practices for improving performance on the PDIs.

2. Table A: Indicator Rates for the HCBS and Full Medicaid Populations (Rates of Admission per 100,000 Persons) | Agency for Healthcare Research and Quality
   www.qualitymeasures.ahrq.gov/patient-safety/settings/long-term-care/resource/hcbs/findings/oirtab.html
   December 01, 2012 - Healthcare Cost and Utilization Project (HCUP) Medical Expenditure Panel Survey (MEPS) AHRQ Quality Indicator … Care Resources Home and Community Resources Findings Report Table A: Indicator … Resources Assessing the Health and Welfare of the HCBS Population Table A: Indicator … Participant Characteristics Conclusion References List of Tables Technical Appendix Indicator … reviewed December 2012 Page originally created December 2012 Internet Citation: Table A: Indicator

3. Outcomes by HCBS Participant Characteristics | Agency for Healthcare Research and Quality
   www.qualitymeasures.ahrq.gov/patient-safety/settings/long-term-care/resource/hcbs/findings/find5.html
   December 01, 2012 - In addition to variation by subgroup, tremendous State variation in outcome indicator rates is evident … Total indicator rates for Short-Term Complications of Diabetes, for example, range from a low of 68 to … We therefore display in Tables 9-13 the overall outcome indicator rates by the potential availability … Median income remains a strong inverse predictor of outcome indicator rates. … Among those age 65 and older, outcome indicator patterns are the opposite, with slightly higher rates

4. Section 7.E, Tables 15 and 16 (pdf file)
   www.qualitymeasures.ahrq.gov/sites/default/files/wysiwyg/pqmp/measures/chronic/chipra-166-fecc-tables-15-16.pdf
   March 12, 2018 - Section 7.E, Tables 15 and 16 Indicator Indicator ID English proficient (n=1094) … Table 15: Unadjusted FECC indicator … reference group using linear or logistic regression: ***p<0.001 *p<0.05 **p<0.01 Indicator … Indicator ID English proficient (n=1094) LEP (n=154) Care Coordination Services … 84.0* 79.5* N/A Messaging Table 16: FECC indicator

5. Section 7.B, Tables 13 and 14 (pdf file)
   www.qualitymeasures.ahrq.gov/sites/default/files/wysiwyg/pqmp/measures/chronic/chipra-166-fecc-tables-13-14.pdf
   March 09, 2018 - Section 7.B, Tables 13 and 14 Indicator Indicator Does not live Lives in ID in MSA MSA … has access to electronic health record FECC-19 41.4 39.4 Table 13: Unadjusted FECC quality indicator … Table 14: FECC quality indicator … living in a metropolitan statistical area (MSA), adjusted for state, child age, and caregiver age Indicator … Indicator Does not live Lives in ID in MSA MSA (N=217) (n=625) Care Coordination Services Has

6. Section 7.A, Tables 11 and 12 (pdf file)
   www.qualitymeasures.ahrq.gov/sites/default/files/wysiwyg/pqmp/measures/chronic/chipra-166-fecc-tables-11-12.pdf
   March 09, 2018 - Section 7.A, Tables 11 and 12 Indicator Indicator White Hispanic Black Other ID (n= … access to FECC-19 38.4 26.5*** 46.2 38.0 electronic health record Table 11: Unadjusted FECC indicator … Table 12: FECC indicator … scores, stratified by child race/ethnicity and adjusted for state, caregiver age, and child age Indicator … Indicator ID White (n=585) Hispanic (n=308) Black (n=94) Other (n=222) Care Coordination

7. Appendix B: Prioritization of Conditions for Measure Inventory | Agency for Healthcare Research and Quality
   www.qualitymeasures.ahrq.gov/data/apcd/backgroundrpt/app-b.html
   November 01, 2020 - Healthcare Cost and Utilization Project (HCUP) Medical Expenditure Panel Survey (MEPS) AHRQ Quality Indicator … Cost and Utilization Project (HCUP) Medical Expenditure Panel Survey (MEPS) AHRQ Quality Indicator … HRSA Clinical Quality Measures (PDF) Healthy People 2020 Healthy People 2020 Leading Health Indicator … Topics Healthy People 2020 Leading Health Indicator Topics Institute of Medicine 100 Initial Priority

8. EXCEL WORKSHEETS FOR CHARTS ON DATA, TRENDS, AND RATES TO POPULATE THE POWERPOINT PRESENTATION (pdf file)
   www.qualitymeasures.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/b3a_combo_chartinstructions.pdf
   June 05, 2016 - The “trend-expected-average” worksheet can be used to track how expected performance on a single indicator … The “trend-risk-adjusted-average” worksheet can be used to track how a hospital’s performance on an indicator … and the national average performance for that indicator fluctuate over time. 2. … The observed rate is the actual rate at which events measured by the indicator occurred in your hospital … • The risk-adjusted rate is the estimate of how a hospital would perform on an indicator for an

9. Outcome Indicators for the HCBS Population | Agency for Healthcare Research and Quality
   www.qualitymeasures.ahrq.gov/patient-safety/settings/long-term-care/resource/hcbs/findings/find4.html
   December 01, 2012 - Healthcare Cost and Utilization Project (HCUP) Medical Expenditure Panel Survey (MEPS) AHRQ Quality Indicator … Thus, the indicator as a whole reflects the rate of potentially avoidable inpatient admissions per 100,000 … Outcome Indicator Rates   Overall outcome indicator rates in the HCBS population vary considerably … Table A also displays outcome indicator rates for the full Medicaid population. … In the sections that follow, we examine these outcome indicator rates with respect to specific participant

10. IQI, PSI, and PDI RATES GENERATED BY THE AHRQ SAS PROGRAMS Guidance for Using the SAS Programs and an Example of Output for One Hospital (pdf file)
    www.qualitymeasures.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/b2a_combo_ratesgenbysas.pdf
    March 01, 2016 - for Using the AHRQ Quality Indicators How To Improve Hospital Quality and Safety 1 Tool B.2a Indicator … Calculate observed (raw) indicator rates. 4. … Risk adjust the indicator rates (where applicable). 5. … These observed rates are stratified by risk group categories that are specific to each indicator. … In the example below: TPPS = number of events for a given indicator (identified by the PSI number)

11. Applying the AHRQ Quality Indicators to Hospital Data (pdf file)
    www.qualitymeasures.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/b1_combo_applyingqis.pdf
    March 01, 2016 - = for each QI indicator, the total sum of events that occurred in the eligible population for that … specific indicator Expected events = for each QI indicator, the total sum of events expected to occur … The QI software contains the set of regression coefficients developed for each indicator from the SID … The risk-adjusted rate is an estimate of how a hospital would perform on an indicator for an average … Then the O/E ratio is multiplied by the indicator rate for the reference population from the SID.

12. SNAC Member: Mamatha S. Pancholi, M.S. | Agency for Healthcare Research and Quality
    www.qualitymeasures.ahrq.gov/cpi/about/nac/snac-pancholi.html
    December 01, 2021 - Healthcare Cost and Utilization Project (HCUP) Medical Expenditure Panel Survey (MEPS) AHRQ Quality Indicator … Pancholi directed the AHRQ Quality Indicator Project, a national measurement initiative utilizing hospital … In that role, she led the development, maintenance, and dissemination of the AHRQ Quality Indicator measures

13. Pediatric Toolkit for Using the AHRQ Quality Indicators | Agency for Healthcare Research and Quality
    www.qualitymeasures.ahrq.gov/patient-safety/settings/hospital/resource/qitool/pediatric.html
    December 01, 2017 - Healthcare Cost and Utilization Project (HCUP) Medical Expenditure Panel Survey (MEPS) AHRQ Quality Indicator … It also includes 13 indicator-specific best practices for improving performance on the AHRQ Pediatric … Assessing Indicator Rates Using Trends and Comparators Includes guidance for conducting trend and comparator … Selected Best Practices and Suggestions for Improvements Includes introduction to indicator-specific

14. SDOH Environmental Scan - Updated April 29, 2021 (xls file)
    www.qualitymeasures.ahrq.gov/sites/default/files/wysiwyg/sdoh/sdoh-environmental-scan.xlsx
    April 29, 2021 - State legislative district 2007 to 2019* Y Y Y Y Y Y Y *Level of data depends on the State and/or indicator … Years covered depends on indicator selected, but most indicators cover the range 2007–2019. … Y Y District 2004 to 2018* Y Y N Y N N Y *Years for which data are available depend greatly on the indicator … Program] Upper Income Eligibility Limits for Children, 2000–2021 https://www.kff.org/medicaid/state-indicator … All Drug Overdose Death Rates per 100,000 Population (Age-Adjusted) https://www.kff.org/other/state-indicator

15. Prioritization Worksheet (pdf file)
    www.qualitymeasures.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/pdi/c1_pdi_prioritizationworksheetinstructions.pdf
    June 05, 2016 - external mandates your organization must comply with, and public perceptions of your care for each indicator … The total number should give you an idea of total cost to your organization for each indicator. … On a scale of 10-0, how much do you agree or disagree that each indicator has a high level of external … Are you currently under a Request for Information involving an indicator? … Are you competing for market share that would influence you to focus on a certain indicator?

16. Prioritization Worksheet (pdf file)
    www.qualitymeasures.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/c1_combo_prioritizationworksheetinstructions.pdf
    June 05, 2016 - external mandates your organization must comply with, and public perceptions of your care for each indicator … The total number should give you an idea of total cost to your organization for each indicator. … On a scale of 10-0, how much do you agree or disagree that each indicator has a high level of external … Are you currently under a Request for Information involving an indicator? … Are you competing for market share that would influence you to focus on a certain indicator?

17. Fact Sheet on Pediatric Quality Indicators (pdf file)
    www.qualitymeasures.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/a1c_combo_pdifactsheet.pdf
    October 01, 2015 - The composite indicator is intended to be used to monitor performance in national and regional reporting … A detailed list of indicator specifications, software for calculating the measures, and software documentation … 2012 Rates and National Quality Forum Endorsement Status NQF Endorsement Neonatal or Pediatric Indicator … Utilization Project (HCUP), State Inpatient Databases, 2012; AHRQ Quality Indicators Pediatric Quality Indicator

18. Lessons from the Field: Measuring Intermediate Progress (pdf file)
    www.qualitymeasures.ahrq.gov/sites/default/files/wysiwyg/pqmp/lessons/lessons-intermediate-progress.pdf
    November 04, 2018 - ............................................... 3 Strength of relationship between an intermediate indicator … Intermediate Progress 4 Strength of relationship between an intermediate indicator and a long-term … •P-HIP: low frequency of related events made it difficult to identify an intermediate indicator that … and a long-term outcome should be considered before relying on an intermediate indicator to predict … From a process of care to a measure: the development and testing of a quality indicator .

19. Documentation and Coding for Patient Safety Indicators (pdf file)
    www.qualitymeasures.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/b4_combo_documentationcoding.pdf
    March 15, 2016 - (QI) rates – specifically Pediatric Quality Indicator (PDI) and Patient Safety Indicator (PSI) rates … Indicator requires diagnosis code and procedure code. … Documentation Issues Pertaining to Each Patient Safety Indicator Table 3. … Coding Issues Pertaining to Each Pediatric Quality Indicator Table 4. … Coding Issues Pertaining to Each Patient Safety Indicator

20. Measures: Family Experiences With Care Coordination Measure Set (FECC) (pdf file)
    www.qualitymeasures.ahrq.gov/sites/default/files/wysiwyg/CHIPRA_15-P002-EF-revised.pdf
    March 01, 2015 - Indicator numerators and denominators are constructed from caregiver responses to the FECC Survey … – The multi-item indicator with an alpha < 0.7 includes items that are independent attributes, so … ● Content validity was established through the indicator and survey development process by using the … For a quality indicator to be retained for the survey, it had to have a median validity score of 7 or … Following testing, one indicator and 11 sub-parts were removed from the FECC survey due to low eligibility