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  1. 2014-04 (pdf file)

    hcup-us.ahrq.gov/reports/methods/2014-04.pdf
    January 01, 2014 - Data Elements in the NIS Disease Severity Measures Files .......................... … measure different aspects of estimate inaccuracy. … derived from ICD-9-CM codes see also: Table B-3, Data Elements in the NIS Disease Severity Measures … Data Elements in the NIS Disease Severity Measures Files Data elements that are italicized are not included … All other data elements listed below are available for all States in the 2011 NIS Disease Severity Measures
  2. hcup-us.ahrq.gov/db/nation/nis/reports/2001niscomparisonrpt.jsp
    November 01, 2015 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … As a result, the NIS includes approximately 7.5 million discharges from 984 hospitals, with weights to … Return to Contents NIS Weights Sample weights were developed for the NIS to obtain national estimates … 25 diagnosis category comparisons revealed only a handful of significant differences for any other measure … When other differences were observed, inconsistency was generally limited to one other measure.
  3. hcup-us.ahrq.gov/datainnovations/clinicaldata/AppendixK_1LabCodingToolInstructions.jsp
    October 01, 2010 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … Neutrophils band – Percent neutrophils is preferred measure.
  4. hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/mn14.jsp
    August 01, 2014 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … Neutrophils band — Percent neutrophils is preferred measure.
  5. hcup-us.ahrq.gov/reports/methods/MS2021-02-Distance-to-Hospital.pdf
    May 26, 2021 - Weights applied to discharges sampled for Scenario 2 ................................................ … Scenarios to compare patient location, hospital location, and travel distance measures Scenario Patient … Estimating proximity to care: are straight line and zipcode centroid distances acceptable measures? … The discharge counts and weights are summarized in Table 3. Table 3. … Weights applied to discharges sampled for Scenario 2 Pairs sampled Sample, discharges Universe,
  6. hcup-us.ahrq.gov/datainnovations/ca.jsp
    October 01, 2010 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … Use supplemental data and statistical approaches to improve race and ethnicity measures reported by hospitals
  7. hcup-us.ahrq.gov/datainnovations/nw.jsp
    October 01, 2010 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … an evaluation of the extent of racial misclassification in these data systems over time and provide measures
  8. hcup-us.ahrq.gov/reports/methods/NIS_Comparison_Report_2001.pdf
    January 01, 2001 - .............................................................................................6 NIS Weights … As a result, the NIS includes approximately 7.5 million discharges from 984 hospitals, with weights … NIS Weights Sample weights were developed for the NIS to obtain national estimates of the hospital … 25 diagnosis category comparisons revealed only a handful of significant differences for any other measure … When other differences were observed, inconsistency was generally limited to one other measure.
  9. hcup-us.ahrq.gov/datainnovations/raceethnicitytoolkit/about_grants_re.jsp
    July 01, 2016 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … Data Improvement through Data Linkages and Data Validation New Measures to Access the Quality of Race … State Databases ( PDF file, 170 KB; HTML ) A presentation on a project to develop validated audit measures … of a project to link death certificate data with the NTR to examine the underestimation of mortality measures
  10. hcup-us.ahrq.gov/db/vars/cmr_version/nisnote.jsp
    September 01, 2008 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … NIS Description of Data Elements   CMR_VERSION - Version of the Elixhauser Comorbidity Measure … Variable Description Value Value Description CMR_VERSION Version of the Elixhauser Comorbidity Measure
  11. hcup-us.ahrq.gov/db/vars/cmr_version/nrdnote.jsp
    August 01, 2015 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … Description of Data Elements   CMR_VERSION - Version of the Elixhauser Comorbidity Measure … Variable Description Value Value Description CMR_VERSION Version of the Elixhauser Comorbidity Measure
  12. hcup-us.ahrq.gov/db/vars/cmr_version/nedsnote.jsp
    May 01, 2015 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … NEDS Description of Data Elements   CMR_VERSION - Version of the Elixhauser Comorbidity Measure … Variable Description Value Value Description CMR_VERSION Version of the Elixhauser Comorbidity Measure
  13. hcup-us.ahrq.gov/db/nation/neds/stats/NEDS_2006_MaskedStats_Core.PDF
    January 01, 2006 - Continuous Data Elements Variable: DISCWT (Weight to ED Visits in AHA universe) Moments N 25954816 Sum Weights … Selected Continuous Data Elements Variable: AGE (Age in years at admission) Moments N 25953898 Sum Weights … Continuous Data Elements Variable: TOTCHG_ED (Total charge for ED services) Moments N 20389743 Sum Weights … of Location and Variability Tests For Location Quantiles AGE Moments Basic Measures of Location … and Variability Tests For Location Quantiles Missing Values TOTCHG_ED Moments Basic Measures
  14. hcup-us.ahrq.gov/db/nation/neds/stats/NEDS_2006v2_MaskedStats_Core.PDF
    April 08, 2010 - Continuous Data Elements Variable: DISCWT (Weight to ED Visits in AHA universe) Moments N 25702597 Sum Weights … Selected Continuous Data Elements Variable: AGE (Age in years at admission) Moments N 25701561 Sum Weights … Continuous Data Elements Variable: TOTCHG_ED (Total charge for ED services) Moments N 20393050 Sum Weights … of Location and Variability Tests For Location Quantiles AGE Moments Basic Measures of Location … and Variability Tests For Location Quantiles Missing Values TOTCHG_ED Moments Basic Measures
  15. hcup-us.ahrq.gov/reports/methods/ComorbiditySoftwareDocumentationFinal.pdf
    September 30, 2004 - (Comorbidity Measures for Use with Administrative Data. Medical Care, 1998;36:8-27). … This document describes the software that creates the comorbidity measures reported by Elixhauser et … (“Comorbidity Measures for Use with Administrative Data.” Medical Care, 1998;36:8-27).
  16. hcup-us.ahrq.gov/reports/statbriefs/sb10.pdf
    July 01, 2006 - The PQIs are a set of measures that can be used with hospital inpatient discharge data to identify quality … This PQI version includes measures for hospital admission rates for the following 16 ambulatory care-sensitive … information on the new Pediatric Quality Indicators (PDIs), which includes the hospital admission rate measures … Diagnoses Admission rates are based on principal diagnosis for all measures except diabetes-related … Reporting of race and ethnicity Race and ethnicity measures can be problematic in hospital discharge
  17. hcup-us.ahrq.gov/reports/race/CostsofDisparitiesIB.pdf
    June 24, 2011 - It highlights how states measure these costs, some of the challenges states may encounter in doing … For these reasons, states often choose measures generated from less suspect race/ethnicity data such … To determine costs in the new report, the state OMHHE calculates three different measures: medical costs … the most useful way to illustrate human costs of disparities is in terms of life expectancy, as this measure … http://www.ahrq.gov/qual/qrdr10.htm This report shows the cost-effectiveness of screening measures
  18. hcup-us.ahrq.gov/reports/methods/FinalReportonObservationStatus_v2Final.pdf
    January 01, 2010 - status” patients by hospitals is not well understood and has the potential to distort traditional measures … Utilization trends that are used to evaluate health policies, such as inpatient measures that track … This suggests that typically random error is the reason for the inconsistency across the two measures … by Source of Referral and Departure Destination, Commonwealth of Massachusetts, Fiscal Year 1998 Measure … METHODS FOR HCUP DATA EXPLORATION Observation Service Codes Other Measures FINDINGS FROM HCUP DATA
  19. Title: (pdf file)

    hcup-us.ahrq.gov/datainnovations/CAAbstractFinal.pdf
    September 29, 2013 - • Use supplemental data and statistical approaches to improve race and ethnicity measures reported
  20. Title: (pdf file)

    hcup-us.ahrq.gov/datainnovations/NWAbstractFinal.pdf
    September 29, 2013 - an evaluation of the extent of racial misclassification in these data systems over time and provide measures

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