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  1. www.ahrq.gov/patient-safety/settings/long-term-care/resource/hcbs/findings/tab10.html
    February 01, 2023 - Outcome Indicator State Offers Service Personal Care Case Management Adult Day/ Health Care … 3,127 Injurious Falls Yes 307 411 364 No 295 276 280 Outcome Indicator
  2. 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
  3. 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’
  4. www.ahrq.gov/sites/default/files/2024-11/gregory-report.pdf
    January 01, 2024 - Does the indicator have a large VPC? b. … Furthermore, is outlier status of an indicator meaningful? … An (*) indicates additional codes were required to define the indicator. … We identified six that had potential relevance as a Maternal Quality Indicator. … Variation in anesthesia complications in pregnancy as a maternal quality of care Indicator.
  5. www.ahrq.gov/patient-safety/settings/long-term-care/resource/hcbs/findings/tab12.html
    February 01, 2023 - Outcome Indicator Person Used Service Personal Care Case Management Adult Day/ Health Care … 3,662 Injurious Falls Yes 369 299 126 No 294 298 310 Outcome Indicator
  6. www.ahrq.gov/news/newsroom/case-studies/cdom0709.html
    October 01, 2014 - experience using a subset of AHRQ's Quality Indicators (QIs), including QIs from the IQIs, Patient Safety Indicator … , and Prevention Quality Indicator modules. … and to use the detailed IQI data file to examine issues discovered is a useful application of these indicator … This early indicator was picked up when working with rural hospitals in an AHRQ grant to support rural … Impact Case Study Identifier: CDOM-07-09 AHRQ Product(s): HCUP-Quality Indicator
  7. www.ahrq.gov/topics/women.html
    Health Care For Women’s Health Week, Let’s Make Prevention Primary New Healthcare Quality Indicator
  8. 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
  9. www.ahrq.gov/sites/default/files/2024-01/wessell-report.pdf
    January 01, 2024 - The MS indicator set and improvement model were developed in PPRNet during an earlier AHRQ-funded project … Data Sources Change in practice performance on the MS indicator set was analyzed using data from routine … Measures The PPRNet MS indicator set is presented in Table 1. … The primary quantitative outcome will be presented by MS indicator category. … It includes links to academic detailing materials on the MS indicator set and MS improvement model.
  10. www.ahrq.gov/sites/default/files/2024-10/klein-report.pdf
    January 01, 2024 - Final Progress Report: Validity assessment of a real-time indicator of attentional load and task-induced … the Agency for Healthcare Research and Quality Title of Project Validity assessment of a real-time indicator … whether blood flow velocity (BFV) of the middle cerebral arteries (MCAs) can serve as a real-time indicator … Determine the predictive validity of the BFV of the MCAs as an indicator of secondary task (vigilance … For instance, researchers have suggested that BFV of the MCAs might be a useful real-time indicator
  11. www.ahrq.gov/news/newsroom/case-studies/cdom0608.html
    October 01, 2014 - 2005, HAP provided its 180-member acute care general hospitals with county-specific Prevention Quality Indicator … (PQI) data in addition to hospital-specific Inpatient Quality Indicator (IQI) and Patient Safety Indicator … Impact Case Study Identifier: CDOM-06-08 AHRQ Product(s): HCUP-Quality Indicator
  12. www.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
  13. www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/pdi/b3a_pdi_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
  14. www.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
  15. www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/pdi/a1a_pdi_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
  16. www.ahrq.gov/sites/default/files/2024-10/glance-report.pdf
    January 01, 2024 - We also found that the use of routine administrative data without the POA indicator to construct hospital … in administrative data as a date stamp indicator. … The inclusion of the POA indicator had a minor impact on hospital quality assessment for AAA repair, … However, the POA indicator will need to be further validated before date stamped administrative data … Study 2: The inclusion of the POA indicator frequently results in changes in the quality ranking of
  17. www.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)
  18. www.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
  19. www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/pdi/c3_pdi_staffpresentation.pdf
    July 01, 2004 - Slide 7 • We have chosen to focus a quality improvement initiative on: [Insert name of pediatric indicator … (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 … inserting here the deidentified story of a patient who suffered the adverse event captured by your indicator … • Replace the chart and fill in the slide based on the indicator you’ve selected and your hospital
  20. 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.

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