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1. AHRQ Quality Indicator Tools for Data Analytics | Agency for Healthcare Research and Quality
   monahrq.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. EXCEL WORKSHEETS FOR CHARTS ON DATA, TRENDS, AND RATES TO POPULATE THE POWERPOINT PRESENTATION (pdf file)
   monahrq.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

3. 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)
   monahrq.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)

4. SDOH Environmental Scan - Updated April 29, 2021 (xls file)
   monahrq.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

5. Prioritization Worksheet (pdf file)
   monahrq.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?

6. Fact Sheet on Pediatric Quality Indicators (pdf file)
   monahrq.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

7. Documentation and Coding for Patient Safety Indicators (pdf file)
   monahrq.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

8. B3A Combo Chartsforpresentations (xls file)
   monahrq.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/b3a_combo_chartsforpresentations.xlsx
   January 01, 2006 - compare-PSI-rates-average The risk-adjusted rate is the estimate of how a hospital would perform on an indicator … Indicator Risk-Adjusted Rate Risk-Adjusted (Lower Confidence Interval Bound) Risk-Adjusted (Upper Confidence … Indicator Risk-Adjusted Rate Risk-Adjusted (Lower Confidence Interval Bound) Risk-Adjusted (Upper Confidence … Baseline Indicator Risk-Adjusted Rate Risk-Adjusted (Lower Confidence Interval Bound) Risk-Adjusted … (Better) trend-observed The observed rate is the actual rate at which events measured by the indicator

9. C1 Prioritization Worksheet (xls file)
   monahrq.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/c1_combo_prioritizationworksheet.xlsx
   July 01, 2016 - Fragment Count PSI 16 Transfusion Reaction AHRQ Inpatient Mortality for Selected Conditions Quality Indicator … Mortality   IQI 20 Pneumonia Mortality AHRQ Inpatient Mortality for Selected Procedures Quality Indicator … or Unretrieved Device Fragment Count PDI 13 Transfusion Reaction Count Pediatric Safety Composite Indicator

10. Electronic Nicotine Product Use by Race/Ethnicity, 2021 | Agency for Healthcare Research and Quality
    monahrq.ahrq.gov/data/infographics/electronic-nicotine-use-young-adults-2021.html
    March 01, 2024 - 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

11. Antidepressant Prescriptions | Agency for Healthcare Research and Quality
    monahrq.ahrq.gov/data/infographics/anti-depr-prescription.html
    April 01, 2021 - 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

12. All-Cause Readmissions for Septicemia | Agency for Healthcare Research and Quality
    monahrq.ahrq.gov/data/infographics/septicemia-readmits.html
    October 01, 2021 - 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

13. High Healthcare Spending in 2017 | Agency for Healthcare Research and Quality
    monahrq.ahrq.gov/data/infographics/high-healthcare-spending.html
    May 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

14. Frequency of Cesarean Sections | Agency for Healthcare Research and Quality
    monahrq.ahrq.gov/data/infographics/cesarean-sections.html
    November 01, 2021 - 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

15. Adult Hospital Readmissions in 2018 | Agency for Healthcare Research and Quality
    monahrq.ahrq.gov/data/infographics/hospital-readmits.html
    November 01, 2021 - 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

16. Hospitalizations for Diabetes | Agency for Healthcare Research and Quality
    monahrq.ahrq.gov/data/infographics/hospitalizations-diabetes.html
    September 01, 2021 - 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

17. Top Five Conditions Most Often Misdiagnosed in Emergency Departments | Agency for Healthcare Research and Quality
    monahrq.ahrq.gov/data/infographics/misdiagnosed-ed.html
    February 01, 2023 - 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

18. Telehealth’s Potential To Benefit Rural Healthcare Delivery | Agency for Healthcare Research and Quality
    monahrq.ahrq.gov/data/infographics/rural-telehealth-2.html
    January 01, 2023 - 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

19. Telehealth’s Potential To Benefit Rural Healthcare Delivery | Agency for Healthcare Research and Quality
    monahrq.ahrq.gov/data/infographics/rural-telehealth-1.html
    January 01, 2023 - 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

20. Conditions Among Highest Healthcare Spenders | Agency for Healthcare Research and Quality
    monahrq.ahrq.gov/data/infographics/high-healthcare-spenders.html
    June 01, 2022 - 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