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1. Assessing Indicator Rates Using Trends and Comparators (pdf file)
   ce.effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/b5_combo_assessingtrendscomparators.pdf
   March 20, 2016 - Assessing Indicator Rates Using Trends and Comparators Toolkit for Using the AHRQ Quality Indicators … How To Improve Hospital Quality and Safety i Tool B.5 Assessing Indicator Rates Using Trends … Assessing Indicator Rates Using Trends and Comparators Performing Trend Analysis for the QI Rates Comparing

2. AHRQ Quality Indicator Tools for Data Analytics | Agency for Healthcare Research and Quality
   ce.effectivehealthcare.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.

3. National Committee for Quality Assurance Incorporates AHRQ Research Into Beta Blocker Therapy Indicator | Agency for Healthcare Research and Quality
   ce.effectivehealthcare.ahrq.gov/news/newsroom/case-studies/coe0602.html
   October 01, 2014 - Healthcare Cost and Utilization Project (HCUP) Medical Expenditure Panel Survey (MEPS) AHRQ Quality Indicator … National Committee for Quality Assurance Incorporates AHRQ Research Into Beta Blocker Therapy Indicator … National Committee for Quality Assurance Incorporates AHRQ Research Into Beta Blocker Therapy Indicator … Quality Healthcare (CAQH), the National Committee for Quality Assurance (NCQA) has incorporated a new indicator … Citation: National Committee for Quality Assurance Incorporates AHRQ Research Into Beta Blocker Therapy Indicator

4. Section 7.E, Tables 15 and 16 (pdf file)
   ce.effectivehealthcare.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)
   ce.effectivehealthcare.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. Validation of AHRQ’s Patient Safety Indicator for Accidental Puncture or Laceration (pdf file)
   ce.effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/patient-safety-resources/resources/advances-in-patient-safety/vol2/Gallagher1.pdf
   January 01, 2004 - Validation of AHRQ’s Patient Safety Indicator for Accidental Puncture or Laceration 27 Validation … of AHRQ’s Patient Safety Indicator for Accidental Puncture or Laceration Brian Gallagher, Liyi Cen … clinical evidence in medical records confirms ICD-9-CM diagnoses that identify the Patient Safety Indicator … Conclusions: Not all of the patients identified by the PSI meet the intent of the indicator. … The revised indicator can be used on the same datasets that are appropriate for the original indicator

7. Section 7.A, Tables 11 and 12 (pdf file)
   ce.effectivehealthcare.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

8. Staff Presentation Template (pdf file)
   ce.effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/c3_combo_staffpresentation.pdf
   July 01, 2004 - (s) selected] is important to our patients and to all of us because improvement on this indicator … may reduce: [modify/add/delete as needed for your indicator] – Patient suffering – Days spent in … : The indicator that we have chosen, Pressure Ulcers (PSI 03), is important to our patients because … improvement on this indicator may reduce: • Sepsis, cellulitis, and bone and joint infections … – Replace the chart and fill in the slide based on the indicator you’ve selected and your hospital’

9. Background for AHRQ Quality Indicators
   ce.effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/c3_combo_staffpresentation.pptx
   January 01, 2006 - (s) selected] is important to our patients and to all of us because improvement on this indicator may … reduce: [modify/add/delete as needed for your indicator] Patient suffering Days spent in the hospital … : The indicator that we have chosen, Pressure Ulcers (PSI 03), is important to our patients because … improvement on this indicator may reduce: Sepsis, cellulitis, and bone and joint infections The need … Replace the chart and fill in the slide based on the indicator you’ve selected and your hospital’s data

10. Pediatric Toolkit for Using the AHRQ Quality Indicators | Agency for Healthcare Research and Quality
    ce.effectivehealthcare.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

11. EXCEL WORKSHEETS FOR CHARTS ON DATA, TRENDS, AND RATES TO POPULATE THE POWERPOINT PRESENTATION (pdf file)
    ce.effectivehealthcare.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

12. 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)
    ce.effectivehealthcare.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)

13. Readmissions for Selected Infections Due to Medical Care: Expanding the Definition of a Patient Safety Indicator (pdf file)
    ce.effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/patient-safety-resources/resources/advances-in-patient-safety/vol2/Gallagher2.pdf
    January 01, 2016 - Readmissions for Selected Infections Due to Medical Care: Expanding the Definition of a Patient Safety Indicator … Readmissions for Selected Infections Due to Medical Care: Expanding the Definition of a Patient Safety Indicator … Because the intent of the hospital-level indicator is to identify cases that occur after admission, … The area-level indicator identified 7,373 cases in New York State for 2001 (Table 1). … The number of patients captured by the area indicator who were not captured by the hospital- level indicator

14. Applying the AHRQ Quality Indicators to Hospital Data (pdf file)
    ce.effectivehealthcare.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.

15. SDOH Environmental Scan - Updated April 29, 2021 (xls file)
    ce.effectivehealthcare.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

16. Racial Disparities in Patient Safety Indicator (PSI) Rates in the Veterans Health Administration (pdf file)
    ce.effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/patient-safety-resources/resources/advances-in-patient-safety-2/vol1/Advances-Shimada_65.pdf
    April 04, 2008 - Racial Disparities in Patient Safety Indicator (PSI) Rates in the Veterans Health Administration Racial … Disparities in Patient Safety Indicator (PSI) Rates in the Veterans Health Administration Stephanie

17. Leading Indicators Group: (doc file)
    ce.effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/fallpxtoolkit/fallpxtool2b.docx
    January 15, 2016 - Leading Indicators Group: 2B: Quality Improvement Process Background: This tool was originally part of the Turning Point Initiative and was updated in 2012 as part of the Public Health Performance Management System Framework. It can be used to assess if an organization has the needed systems in place to improve qual…

18. Prioritization Worksheet (pdf file)
    ce.effectivehealthcare.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?

19. Fact Sheet on Pediatric Quality Indicators (pdf file)
    ce.effectivehealthcare.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

20. Quality Indicators Sensitive to Nurse Staffing in Acute Care Settings (pdf file)
    ce.effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/patient-safety-resources/resources/advances-in-patient-safety/vol4/Savitz.pdf
    March 01, 2004 - This paper aims to compare and contrast available quality indicator tools associated with nurse staffing … The need for consistent indicator definitions and process measures is addressed. … • Evidence for the indicator as a measure of safe nursing care. … In addition to variations in indicator definition across reported studies and lack of a core set of … Thus, outlier indicator values do not necessarily indicate a problem, but rather identify a need to