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  1. Appendix E-5

    hcup-us.ahrq.gov/datainnovations/clinicaldata/AppendixEAHRQProjectDetails.jsp
    October 05, 2010 - hospitals will receive reports on the quality of their present-on-admission coding and their risk-adjusted mortality … supplemented by numerical laboratory data elements that MPA has found to be important predictors of inpatient mortality … Predictive models for mortality will be developed for five medical Inpatient Quality Indicators (IQI; … adjustment models for the study of "Enhancement of Claims Data to Improve Risk Adjustment of Hospital Mortality … complex clinical data to administrative data on the quality of risk-adjustment models for hospital mortality

  2. Enhanced State Data for Analysis and Tracking of Comparative Effectiveness Impact

    hcup-us.ahrq.gov/datainnovations/hi.jsp
    October 01, 2010 - hospitalization-related laboratory results, an enhancement that has been shown to improve estimates of inpatient mortality

  3. Healthcare Cost and Utilization Project (HCUP) NIS Notes

    hcup-us.ahrq.gov/db/vars/apsdrg/nisnote.jsp
    September 01, 2008 - This severity measure includes the APS-DRG group number and weights developed using the NIS for mortality

  4. Race and Ethnicity Data Improvement Toolkit

    hcup-us.ahrq.gov/datainnovations/raceethnicitytoolkit/home_race.jsp
    September 01, 2014 - Pacific Northwest to identify and, in some cases, augment racial misclassification and improve disease/mortality

  5. Pregnancy Risk Factors and Birth Outcomes within Oregon’s AI/AN Population, 2008-2010 (pdf file)

    hcup-us.ahrq.gov/datainnovations/raceethnicitytoolkit/or32.pdf
    October 08, 2012 - indicators, including obesity, diabetes, preterm birth, smoking, domestic violence, injury • Infant mortality … rates (IMR) for AI/AN in Pacific Northwest lower than for AI/AN people in rest of U.S.; however,

  6. Availability Of Kid Data Elements 2009 (pdf file)

    hcup-us.ahrq.gov/db/nation/kid/Availability_of_KID_Data_Elements_2009.pdf
    January 01, 2009 - Refined DRG -- -- Yes Yes Yes APRDRG APRDRG_Risk_Mortality Severity All Patient Refined DRG: Risk of Mortality … -- Yes Yes Yes APSDRG_LOS_Weight APSDRG_Mortality_Weight Severity All-Payer Severity-adjusted DRG: Mortality … Staging: Length of Stay Scale -- -- Yes Yes -- DS_LOS_Scale DS_Mrt_Level Severity Disease Staging: Mortality … Level: (0) Extremely low - excluded from percentile calculation (mortality probability less than .0001 … greater than 95% of patients) -- -- Yes Yes -- DS_Mrt_Level DS_Mrt_Scale Severity Disease Staging: Mortality

  7. Virginia Hospital Quality Improvement Opportunity

    hcup-us.ahrq.gov/datainnovations/clinicaldata/VirginiaHospitalQualityImprovementOpportunity.jsp
    July 01, 2016 - develop a method to improve the Virginia’s patient level data system’s ability to predict and evaluate mortality

  8. Enhancing the Clinical Content of Administrative Data - Pilot and Planning Projects

    hcup-us.ahrq.gov/datainnovations/clinicaldata/pilot.jsp
    July 01, 2016 - clinical data elements: Enhancement of Claims Data to Improve Risk Adjustment of Hospital Mortality

  9. Healthcare Cost and Utilization Project (HCUP) NIS Notes

    hcup-us.ahrq.gov/db/vars/aprdrg/nisnote.jsp
    September 01, 2008 - This severity measure includes the base APR-DRG, the severity of illness subclass, and the risk of mortality

  10. Healthcare Cost and Utilization Project (HCUP) NRD Notes

    hcup-us.ahrq.gov/db/vars/aprdrg/nrdnote.jsp
    August 01, 2015 - This severity measure includes the base APR-DRG, the severity of illness subclass, and the risk of mortality

  11. Healthcare Cost and Utilization Project (HCUP) KID Notes

    hcup-us.ahrq.gov/db/vars/aprdrg/kidnote.jsp
    September 01, 2008 - This severity measure includes the base APR-DRG, the severity of illness subclass, and the risk of mortality

  12. Healthcare Cost and Utilization Project (HCUP) NEDS Notes

    hcup-us.ahrq.gov/db/vars/injury_severity/nedsnote.jsp
    May 01, 2015 - The ISS correlates linearly with mortality, morbidity, hospital stay and other measures of severity.

  13. Methods – Applying HCUP Quality Indicators (pdf file)

    hcup-us.ahrq.gov/reports/methods/2010_06.pdf
    January 01, 2010 - Patients treated in rehabilitation hospitals tend to have lower mortality rates and longer lengths of … DRGs (DRGs with a NIS 1997 benchmark of less than 0.5% mortality, excluding trauma, immunocompromised … Infarction (AMI) Risk- adjusted Mortality x x x IQI 16 Congestive Heart Failure (CHF) Risk- adjusted … Mortality x x x IQI 20 Pneumonia Risk-adjusted Mortality x x x IQI 30 Percutaneous Transluminal … in low mortality DRGs x x x PSI 6 Iatrogenic pneumothorax x x x PSI 7 Selected infections due to

  14. KIDvariables1997-2006forHCUP-US (2).xls (pdf file)

    hcup-us.ahrq.gov/db/nation/kid/Availability_of_KID_Data_Elements.pdf
    June 13, 2008 - Patient Refined DRG -- -- Yes Yes APRDRG APRDRG_Risk_Mortality Severity All Patient Refined DRG: Risk of Mortality … Weight -- -- Yes Yes APSDRG_LOS_Weight APSDRG_Mortality_Weight Severity All-Payer Severity-adjusted DRG: Mortality … Disease Staging: Length of Stay Scale -- -- Yes Yes DS_LOS_Scale DS_Mrt_Level Severity Disease Staging: Mortality … Level -- -- Yes Yes DS_Mrt_Level DS_Mrt_Scale Severity Disease Staging: Mortality Scale -- -- Yes Yes

  15. Statistical Brief #123: Clostridium difficile Infections (CDI) in Hospital Stays, 2009 (pdf file)

    hcup-us.ahrq.gov/reports/statbriefs/sb124.pdf
    January 01, 2012 - illness scores, were at higher risk of major or extreme loss of function, and were at higher risk of mortality … risk of major or extreme loss of function was higher (93.0 percent vs. 61.2 percent) and the risk of mortality … severity of illness score: major or extreme loss of function 82.5% 61.2% 93.0% 27.2% APR-DRG risk of mortality … , mean score 2.7 2.3 2.9 1.6 Percentage with APR-DRG risk of mortality score: major or extreme likelihood

  16. eHHIC: High-Level Analysis of Transmitted Laboratory Data (pdf file)

    hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/hi26.pdf
    September 27, 2012 - proven through peer reviewed literature (McCullough, 2011) to be important predictors of inpatient mortality … based on adjustment of patient level All-Patient Refined Diagnosis Related Groups(APRDRGs) risk of mortality

  17. Enhanced State Data for Analysis and Tracking of Comparative Effectiveness Impact

    hcup-us.ahrq.gov/datainnovations/fl.jsp
    October 01, 2010 - hospital discharge data, ambulatory and emergency department data, financial data, and Florida maternal mortality

  18. Linking Maternal and Child Health Data to Create (pdf file)

    hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/fl9.pdf
    April 06, 2011 - Ambulatory Hospitalization Data Emergency Department Data Hospital Financial Data Fetal Death Data Mortality

  19. Improving Data & Enhancing Access (IDEA-NW) Project

    hcup-us.ahrq.gov/datainnovations/raceethnicitytoolkit/or28.jsp
    August 01, 2014 - conducted with various public health datasets to evaluate racial misclassification & improve disease/mortality

  20. Microsoft PowerPoint - 2011-0407 AHRQ Meeting - Florida Data Linkage.pptx (pdf file)

    hcup-us.ahrq.gov/datainnovations/raceethnicitytoolkit/fl9.pdf
    April 06, 2011 - Ambulatory Hospitalization Data Emergency Department Data Hospital Financial Data Fetal Death Data Mortality
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