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41. AHRQ Quality Indicators v2025 Software Release and Webinar | Agency for Healthcare Research and Quality
    www.ahrq.gov/news/qi-webinar.html
    August 01, 2025 - Indicator refinements. … Year 2024 Census-based population estimates for area-level indicator denominators. 

42. Applying the AHRQ Pediatric Quality Indicators to Hospital Data (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/pdi/b1_pdi_applyingpdis.pdf
    March 01, 2016 - Expected events = for each PDI, the total sum of events expected to occur for that specific indicator … Each eligible hospital stay is assigned an expected probability that a particular indicator event will … 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.

43. SNAC Member: Mamatha S. Pancholi, M.S. | Agency for Healthcare Research and Quality
    www.ahrq.gov/cpi/about/nac/snac-pancholi.html
    December 01, 2021 - 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

44. C1 Prioritization Worksheet (xls file)
    www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/c1_combo_prioritizationworksheet.xlsx
    June 02, 2025 - 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

45. Quality Indicators Sensitive to Nurse Staffing in Acute Care Settings (pdf file)
    www.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

46. AHRQ Views: New Quality Indicator Aimed at Addressing Maternal Morbidities | Agency for Healthcare Research and Quality
    www.ahrq.gov/news/newsletters/e-newsletter/936.html
    November 01, 2024 - AHRQ Views: New Quality Indicator Aimed at Addressing Maternal Morbidities Issue Number 936 … Today's Headlines: AHRQ Views: New Quality Indicator Aimed at Addressing Maternal Morbidities . … AHRQ Views: New Quality Indicator Aimed at Addressing Maternal Morbidities AHRQ’s maternal health improvement

47. IQI, PSI, AND PDI RATES GENERATED BY THE AHRQ WINDOWS QI SOFTWARE (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/b2b_combo_ratesgenbywin.pdf
    March 01, 2016 - Indicator Data Generated by the Windows Software The Windows software provided by AHRQ for calculation … Calculate observed (raw) indicator rates. 4. … Risk adjust the indicator rates (where applicable). 5. … Once the variables have been identified and the data have been verified, indicator flags are created … variables, including hospital, age category, sex, year, quarter, payer, race, or any other custom indicator

48. Fact Sheet on Inpatient Quality Indicators (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/a1a_combo_iqifactsheet.pdf
    October 01, 2015 - A detailed list of indicator specifications, software for calculating the measures, and software documentation … Indicators (IQIs), With 2012 Rates and National Quality Forum Endorsement Status NQF Endorsement IQI Indicator … Quality Indicators How To Improve Hospital Quality and Safety 2 Tool A.1a NQF Endorsement IQI Indicator

49. Table 9: Health risk as measured by the Verisk Risksmart software by age and health status. All project sites. Fiscal year 2010. | Agency for Healthcare Research and Quality
    www.ahrq.gov/practiceimprovement/delivery-initiative/ihs/chap5tab9.html
    December 01, 2017 - persons 1.3 4.6 6.6 8.8 5.0 4.7 Health risk is a numeric score that provides an indicator … It is also an indicator of the relative amount of resources required to treat patients.

50. PDI Charts for Presentations (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/pdi/b3a_pdi_chartsforpresentations.pdf
    January 01, 2006 - UHC for AHRQ Tool B.3a The risk-adjusted rate is the estimate of how a hospital would perform on an indicator … Baseline Indicator Risk- Adjusted Rate Risk-Adjusted (Lower Confidence Interval Bound) Risk-Adjusted … RAND and UHC for AHRQ Tool B.3a The observed rate is the actual rate at which events measured by the indicator … RAND and UHC for AHRQ Tool B.3a The observed rate is the actual rate at which events measured by the indicator … UHC for AHRQ Tool B.3a The risk-adjusted rate is the estimate of how a hospital would perform on an indicator

51. PDI RATES GENERATED BY THE AHRQ WINDOWS QI SOFTWARE (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/pdi/b2b_pdi_ratesgenbywin.pdf
    March 01, 2016 - Indicator Data Generated by the Windows Software The Windows software provided by AHRQ for calculation … Calculate observed (raw) indicator rates. 4. … Risk adjust the indicator rates (where applicable). 5. … and Safety 3 Tool B.2b Once the variables have been identified and the data have been verified, indicator … variables, including hospital, age category, sex, year, quarter, payer, race, or any other custom indicator

52. Detection of Inpatient Health Care Associated Injuries: Comparing Two ICD-9-CM Code Classifications (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/patient-safety-resources/resources/advances-in-patient-safety/vol1/Masheter.pdf
    March 01, 2004 - over 3 years (2000, 2001, and 2002) and compares the percentage of UTIDs by PS Indicator to published … Second, the PS Indicator expert panel consists of physicians who reviewed PS Indicator codes prescreened … Differences in the grouping of codes vary by Indicator/Class. … overlap in code use that is less complex than the PS Indicator complications of anesthesia. … The PS Indicators detect the number of discharges by individual indicator.

53. Final Progress Report: Composite Measures of Surgical Performance (pdf file)
    www.ahrq.gov/sites/default/files/2024-12/dimick-report.pdf
    January 01, 2024 - We included any quality indicator in the composite measure that explained more than 10% of hospital … Next, we calculated weights for each quality indicator. … The weight placed on each quality indicator in our composite measure was based on two factors. … The first is the hospital-level correlation of each quality indicator with the morbidity rate for the … The second factor affecting the weight placed on each quality indicator is the reliability with which

54. B3A Combo Chartsforpresentations (xls file)
    www.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

55. Emergency Department | Agency for Healthcare Research and Quality
    www.ahrq.gov/topics/emergency-department.html
    October 01, 2024 - On-Time Preventable Hospital and Emergency Department Visits Emergency Department Prevention Quality Indicator

56. Established Child Health Care Quality Measures: AHRQ Quality Indicators | Agency for Healthcare Research and Quality
    www.ahrq.gov/patient-safety/quality-resources/tools/chtoolbx/measures/measure-3.html
    November 01, 2017 - This is an ambulatory-care-sensitive indicator. … This is an ambulatory-care-sensitive indicator. … This is an ambulatory-care-sensitive indicator. … This is a volume indicator. … This is a mortality indicator.

57. Conclusion | Agency for Healthcare Research and Quality
    www.ahrq.gov/patient-safety/settings/long-term-care/resource/hcbs/findings/find6.html
    December 01, 2012 - This indicator reflects a combination of underlying health status and the quantity and quality of health … Outcome indicator rates appear to be associated with demographics. … Availability of targeted case management does not exhibit an association with outcome indicator rates … Finally, outcome indicator rates appear to be associated with the supply of health care providers in … At the county level, there is a general pattern of higher indicator rates in areas with a greater supply

58. Results Presentation Template - The Toolkit for Using the AHRQ Quality Indicators (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/b3b_combo_resultspresentation.pdf
    June 02, 2025 - and Safety Tool B.3b Slide 3 Source: www.qualityindicators.ahrq.gov/Default.aspx and AHRQ Quality Indicator … • Determine which indicator(s) you would like to focus on, and fill in these slides based on that … indicator and your hospital’s data … Improve Hospital Quality and Safety Tool B.3b Slide 9 • You may want to include information about the indicator

59. Table 10: Health Risk by Health Status and Project Site. Fiscal Year 2010. | Agency for Healthcare Research and Quality
    www.ahrq.gov/practiceimprovement/delivery-initiative/ihs/chap5tab10.html
    December 01, 2017 - All Sites 1.3 4.6 6.6 8.8 5.0 4.7 Health risk is a numeric score that provides an indicator … It is also an indicator of the relative amount of resources required to treat patients.Patients with

60. Background for AHRQ Quality Indicators
    www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/b3b_combo_resultspresentation.pptx
    January 01, 2012 - Safety Tool B.3b Slide ‹#› Source: www.qualityindicators.ahrq.gov/Default.aspx and AHRQ Quality Indicator … Determine which indicator(s) you would like to focus on, and fill in these slides based on that indicator … Improve Hospital Quality and Safety Tool B.3b Slide ‹#› You may want to include information about the indicator