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  1. hcup-us.ahrq.gov/db/nation/nis/tools/stats/NIS_2010_MaskedStats_Hospital.PDF
    January 01, 2010 - Continuous Data Elements Variable: HOSPWT (Weight to hospitals in AHA universe) Moments N 1051 Sum Weights … Elements Variable: N_DISC_U (Number of AHA universe discharges in NIS_STRATUM) Moments N 1051 Sum Weights … Elements Variable: N_HOSP_U (Number of AHA universe hospitals in NIS_STRATUM) Moments N 1051 Sum Weights … Data Elements Variable: S_DISC_U (Number of sample discharges in NIS_STRATUM) Moments N 1051 Sum Weights … Data Elements Variable: S_HOSP_U (Number of sample hospitals in NIS_STRATUM) Moments N 1051 Sum Weights
  2. hcup-us.ahrq.gov/reports/race/C18RECaseStudyReportforWEBfinal99.pdf
    January 01, 2020 - The P4P Initiative includes two health disparities measures: a composite measure (currently in test … Acute Hospital Quality Measures (Version 3.0). … The CLAS measure is based on a hospital’s responses to a required document called the Cultural Competence … The DHS Secretary’s Office is creating health performance measure goals and objectives for conditions … for State Snapshots; the diabetes measure using race/ethnicity discharge data will likely be included
  3. hcup-us.ahrq.gov/db/nation/nis/reports/NIS_2000_Design_Report.pdf
    January 01, 2000 - Data Analysis Variance Calculations It may be important for researchers to calculate a measure of … e.g., produce more precise estimates) if they account for the potential correlation between repeated measures … DATA ANALYSIS Variance Calculations It may be important for researchers to calculate a measure … One approach to consider in hospital-level longitudinal analyses is to use repeated-measure models that … e.g., produce more precise estimates) if they account for the potential correlation between repeated measures
  4. hcup-us.ahrq.gov/reports/race/R_E_Disparities_rpt.jsp
    July 01, 2016 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … Types of Measures Presented in Featured States’ Data Reports Table 3. … Table 2: Types of Measures Presented in Featured States' Data Reports Measure CO CT GA … , including measures for disparities. … The state is now drafting health equity performance measures.
  5. hcup-us.ahrq.gov/db/nation/nis/reports/NIS_2000_Design_Report.jsp
    January 01, 2000 - e.g., produce more precise estimates) if they account for the potential correlation between repeated measures … DATA ANALYSIS Variance Calculations It may be important for researchers to calculate a measure … of an appropriate method for calculating variances for nationwide estimates depends on the type of measure … One approach to consider in hospital-level longitudinal analyses is to use repeated-measure models that … e.g., produce more precise estimates) if they account for the potential correlation between repeated measures
  6. hcup-us.ahrq.gov/db/nation/nis/tools/stats/NIS_2011_MaskedStats_Hospital.PDF
    January 01, 2011 - Continuous Data Elements Variable: HOSPWT (Weight to hospitals in AHA universe) Moments N 1049 Sum Weights … Elements Variable: N_DISC_U (Number of AHA universe discharges in NIS_STRATUM) Moments N 1049 Sum Weights … Elements Variable: N_HOSP_U (Number of AHA universe hospitals in NIS_STRATUM) Moments N 1049 Sum Weights … Data Elements Variable: S_DISC_U (Number of sample discharges in NIS_STRATUM) Moments N 1049 Sum Weights … Data Elements Variable: S_HOSP_U (Number of sample hospitals in NIS_STRATUM) Moments N 1049 Sum Weights
  7. hcup-us.ahrq.gov/db/nation/nis/tools/stats/NIS_2009_MaskedStats_Hospital.PDF
    January 01, 2009 - Continuous Data Elements Variable: HOSPWT (Weight to hospitals in AHA universe) Moments N 1050 Sum Weights … Elements Variable: N_DISC_U (Number of AHA universe discharges in NIS_STRATUM) Moments N 1050 Sum Weights … Elements Variable: N_HOSP_U (Number of AHA universe hospitals in NIS_STRATUM) Moments N 1050 Sum Weights … Data Elements Variable: S_DISC_U (Number of sample discharges in NIS_STRATUM) Moments N 1050 Sum Weights … Data Elements Variable: S_HOSP_U (Number of sample hospitals in NIS_STRATUM) Moments N 1050 Sum Weights
  8. hcup-us.ahrq.gov/reports/factsandfigures/2008/intro.jsp
    January 01, 2008 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … successful collaboration with its HCUP Partners will continue to provide essential hospital information to measure
  9. hcup-us.ahrq.gov/db/nation/nis/APS-DRGsV20WeightsManual.pdf
    January 06, 2025 - As an additional quality-control measure, certain APS-DRGs were identified and examined, especially … CALCULATE RELATIVE WEIGHTS. … weights were adjusted. … APS-DRGs NORMALIZED WEIGHTS – VERSION 20.0 FINAL WEIGHTS Copyright  2003. HSS, Inc. … sample of hospital discharges, the charge, length of stay, and mortality benchmarks can be used to measure
  10. hcup-us.ahrq.gov/datainnovations/clinicaldata/ahrq-collect-transmission1.pdf
    January 15, 2008 - maintained by Regenstrief Institute – In public domain – Assign unique code for test, method, unit of measure
  11. hcup-us.ahrq.gov/db/nation/nis/reports/NIS_1998_Design_Report.jsp
    January 01, 1998 - Contents DATA ANALYSIS Variance Calculations It may be important for researchers to calculate a measure … of an appropriate method for calculating variances for nationwide estimates depends on the type of measureweights. … One approach to consider in hospital-level longitudinal analyses is to use repeated-measure models that … e.g., produce more precise estimates) if they account for the potential correlation between repeated measures
  12. hcup-us.ahrq.gov/db/nation/nis/reports/NIS_1999_Design_Report.pdf
    January 01, 1999 - DATA ANALYSIS Variance Calculations It may be important for researchers to calculate a measure … appropriate 17 method for calculating variances for nationwide estimates depends on the type of measureweights. … One approach to consider in hospital-level longitudinal analyses is to use repeated-measure models that … e.g., produce more precise estimates) if they account for the potential correlation between repeated measures
  13. hcup-us.ahrq.gov/db/nation/nis/APS_DRGsWeightsV26Public.pdf
    April 01, 2010 - sample of hospital discharges, the charge, length of stay, and mortality benchmarks can be used to measure … Final weights are produced by normalizing weights so that their average across all records in the input … IDENTIFY AND ASSESS ATYPICAL PATTERNS THAT MIGHT AFFECT WEIGHTS As an additional quality-control measure … Imputations were performed for 8 charge weights, and 10 LOS weights to address monotonicity issues. … These imputations were performed for 8 charge weights and 10 LOS weights.
  14. ACKNOWLEDGEMENTS (pdf file)

    hcup-us.ahrq.gov/reports/race/NASHPDisparitiesReport.pdf
    January 01, 2020 - to help measure performance.4 The Agency for Healthcare Research and Quality (AHRQ) within the … Presented in Featured States’ Data Reports Measure CO CT GA MD NJ NM RI UT Prevalence/Incidence … Some of the profiled states (e.g., Georgia and Maryland) already measure the impact of disparities … , including measures for disparities. … • Michigan has published an agency self-assessment tool in order to measure efforts within the
  15. hcup-us.ahrq.gov/datainnovations/raceethnicitytoolkit/data_improve_linkages.jsp
    February 01, 2025 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … The California grantees have developed audit measures for race/ethnicity reporting in statewide hospital … Assessments and Results New Measures to Access the Quality of Race/Ethnicity Reporting in State Databases … ( PDF file, 170 KB; HTML ) A presentation on a project to develop validated audit measures for … of a project to link death certificate data with the NTR to examine the underestimation of mortality measures
  16. hcup-us.ahrq.gov/datainnovations/clinicaldata/WAFinalReport042309.jsp
    July 01, 2016 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … , and studies evaluating measures for physician performance are rare. … Increasingly complex risk adjustment does not necessarily result in a more predictive measure, and risk … Alliance participants agree to use evidence to identify and measure quality health care, then produce … Another significant lesson is that state and federal agencies and programs looking to impose new data, measure
  17. 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.
  18. 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.
  19. hcup-us.ahrq.gov/db/nation/nis/tools/stats/NIS_2007_MaskedStats_Severity.PDF
    January 01, 2007 - 8043415 0 0.00 1.00 0.02 0.15 CM_CHF : AHRQ comorbidity measure: Congestive heart failure 8043415 0 … 0.00 1.00 0.06 0.24 CM_CHRNLUNG : AHRQ comorbidity measure: Chronic pulmonary disease 8043415 0 0.00 … : AHRQ comorbidity measure: Depression 8043415 0 0.00 1.00 0.07 0.25 CM_DM : AHRQ comorbidity measure … : Diabetes, uncomplicated 8043415 0 0.00 1.00 0.14 0.34 CM_DMCX : AHRQ comorbidity measure: Diabetes … measure: Metastatic cancer 8043415 0 0.00 1.00 0.02 0.13 CM_NEURO : AHRQ comorbidity measure: Other
  20. hcup-us.ahrq.gov/reports/statbriefs/sb38.pdf
    October 01, 2007 - to the hospital setting, where nearly 30 percent of personal health care spending is directed.1 One measure … The IQIs, a component of the AHRQ QIs, are a set of measures that can be used with hospital inpatient … It should also be noted that some admissions may be included in more than one IQI measure. … 772,100 3,100 *Admissions include those meeting the AHRQ IQI criteria for inclusion in the mortality measure

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