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1. Assessing Indicator Rates Using Trends and Comparators (pdf file)
   www.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. Assessing Indicator Rates Using Trends and Comparators (pdf file)
   www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/pdi/b5_pdi_assessingtrendscomparators.pdf
   March 20, 2016 - Assessing Indicator Rates Using Trends and Comparators Pediatric Toolkit for Using the AHRQ Quality … Indicators How To Improve Hospital Quality and Safety Tool B.5 i Assessing Indicator Rates Using … Assessing Indicator Rates Using Trends and Comparators

3. CAUTI Indications
   www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/hais/cauti-tools/archived-webinars/icu-clinical-decision-making-021115.pptx
   January 01, 2011 - CAUTI Indications ICU Clinical Decision-Making; Processes To Improve Catheter Insertion And Removal Choices; Science Of Safety Concepts To Improve ICU Culture 1 David Pegues, MD Medical Director, Hospital Epidemiology Infection Prevention and Control University of Pennsylvania Medical Center Julia Retelski MSN, RN,…

4. AHRQ Quality Indicator Tools for Data Analytics | Agency for Healthcare Research and Quality
   www.ahrq.gov/data/qualityindicators/index.html
   November 01, 2020 - AHRQ Quality Indicator Tools for Data Analytics AHRQ Quality Indicators (AHRQ QIs) are standardized … 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.

5. Background for AHRQ Quality Indicators
   www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/pdi/c3_pdi_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 (PDI 02), 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’s data

6. Background for AHRQ Quality Indicators
   www.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

7. National Committee for Quality Assurance Incorporates AHRQ Research Into Beta Blocker Therapy Indicator | Agency for Healthcare Research and Quality
   www.ahrq.gov/news/newsroom/case-studies/coe0602.html
   October 01, 2014 - 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

8. Outcomes by HCBS Participant Characteristics | Agency for Healthcare Research and Quality
   www.ahrq.gov/patient-safety/settings/long-term-care/resource/hcbs/findings/find5.html
   December 01, 2012 - Table 7 presents the outcome indicator rates by subpopulation and Table 8 by key demographic attributes … 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.

9. 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.ahrq.gov/patient-safety/settings/long-term-care/resource/hcbs/findings/oirtab.html
   December 01, 2012 - Assessing the Health and Welfare of the HCBS Population Table A: Indicator Rates for the HCBS and Full … Participant Characteristics Conclusion References List of Tables Technical Appendix Indicator

10. Syh-Dr-Data-Dictionary-Person-Level-Variables-2024Mar
    www.ahrq.gov/sites/default/files/wysiwyg/data/SyH-DR-Data-Dictionary-Person-Level-Variables-2024mar.csv
    April 01, 2024 - Medicare Entitlement Indicator - October MDCR_ENTLMT_IND_10 X CHAR 1 CHAR(1) No No Yes Recoded based … Medicare Entitlement Indicator - May MDCR_ENTLMT_IND_5 X CHAR 1 CHAR(1) No No Yes Recoded based on … Medicare Entitlement Indicator - June MDCR_ENTLMT_IND_6 X CHAR 1 CHAR(1) No No Yes Recoded based on … Medicare Entitlement Indicator - July MDCR_ENTLMT_IND_7 X CHAR 1 CHAR(1) No No Yes Recoded based on … Medicare Entitlement Indicator - August MDCR_ENTLMT_IND_8 X CHAR 1 CHAR(1) No No Yes Recoded based

11. AHRQ Quality Indicators Boost Kentucky's Public Reporting Efforts | Agency for Healthcare Research and Quality
    www.ahrq.gov/news/newsroom/case-studies/cdom0905.html
    October 01, 2014 - site to easily identify hospitals performing above average, below average, or average for any given indicator … : Green: If a hospital's risk-adjusted rate is better than the national average for an indicator, the … Black: If the risk-adjusted rate is not statistically different from the national average, the indicator … identify areas performing above average, below average, or average for any given prevention quality indicator … The Kentucky Inpatient Quality Indicator and Prevention Quality Indicator reports can be found at http

12. Section 7.E, Tables 15 and 16 (pdf file)
    www.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

13. Outcome Indicators for the HCBS Population | Agency for Healthcare Research and Quality
    www.ahrq.gov/patient-safety/settings/long-term-care/resource/hcbs/findings/find4.html
    December 01, 2012 - Characteristics Conclusion References List of Tables Technical Appendix Outcome 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

14. Section 7.B, Tables 13 and 14 (pdf file)
    www.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

15. Section 7.A, Tables 11 and 12 (pdf file)
    www.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

16. Applying the AHRQ Quality Indicators to Hospital Data (pdf file)
    www.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.

17. PDI RATES GENERATED BY THE AHRQ SAS PROGRAMS (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/pdi/b2a_pdi_ratesgenbysas.pdf
    March 01, 2016 - 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: • TPPD = number of events for a given indicator (identified by the PDI number … ) • TPNQ = number of events for a given indicator (identified by the NQI number) • PPPD = the number

18. Weighted Summary Statistics: PUF Medicare Person File (Version 2) (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/data/SyH-DR-PUF-Summary-Statistics-Medicare-Person-Weighted.pdf
    September 26, 2023 - 159,117 0.30 53,439,499 99.92 8: ESRD and disabled 40,668 0.08 53,480,167 100.00 Medicare Entitlement Indicator … Frequency Tables: PUF Medicare Person File 15:39 Tuesday, September 26, 2023 5 Medicare Entitlement Indicator … Frequency Tables: PUF Medicare Person File 15:39 Tuesday, September 26, 2023 6 Medicare Entitlement Indicator … Frequency Tables: PUF Medicare Person File 15:39 Tuesday, September 26, 2023 7 Medicare Entitlement Indicator … Frequency Tables: PUF Medicare Person File 15:39 Tuesday, September 26, 2023 8 Medicare Entitlement Indicator

19. Validation of AHRQ’s Patient Safety Indicator for Accidental Puncture or Laceration (pdf file)
    www.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

20. Staff Presentation Template (pdf file)
    www.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’