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  1. hcup-us.ahrq.gov/reports/methods/2007_07.pdf
    January 01, 2007 - The sampling and weighting strategy used for the disparities analysis file is similar to the method … Statistical Methods. … For States with 30 procedure fields available, 95 percent of records captured all of patients’ procedures … This method takes into account the cluster and stratification aspects of the disparities analysis file … We adjusted rates for age and sex using the method of direct standardization (Fleiss, 1973).
  2. hcup-us.ahrq.gov/reports/methods/2005_06.pdf
    January 01, 2005 - the Third National Healthcare Disparities Report. 2005.HCUP Method Series Report #2005-06 Online. … The sampling and weighting strategy used for the disparities analysis file is similar to the method … Statistical Methods. … For States with 30 procedure fields available, 95 percent of records captured all of patients’ procedures … We adjusted rates for age and sex using the method of direct standardization (Fleiss, 1973).
  3. hcup-us.ahrq.gov/reports/methods/2008_06.pdf
    January 01, 2008 - The sampling and weighting strategy used for the disparities analysis file is similar to the method … payer data that occurred on a small proportion of discharge records, we used a “hot deck” imputation method … For States with 30 procedure fields available, 95 percent of records captured all of patients’ procedures … This method takes into account the cluster and stratification aspects of the disparities analysis file … We adjusted rates for age and sex using the method of direct standardization (Fleiss, 1973).
  4. hcup-us.ahrq.gov/tech_assist/data_query/508_Methods_Community_Statistics20220128.pdf
    January 01, 2021 - stay, and costs for all inpatient discharges in the county or region and by selected diagnosis and procedure … Details on the methods are provided below. … • Clinical Classifications Software (CCS)1,2 principal diagnoses (2011–2015) • CCS1,2 all-listed procedures … Diagnoses, treatment, and procedures also tend to be different from LTAC facilities compared with other … Computation of the national and state-level statistics followed procedures that were slightly different
  5. hcup-us.ahrq.gov/reports/methods/2006_8.pdf
    January 01, 2006 - The sampling and weighting strategy used for the disparities analysis file is similar to the method … Statistical Methods. … For States with 30 procedure fields available, 95 percent of records captured all of patients’ procedures … This method takes into account the cluster and stratification aspects of the disparities analysis file … We adjusted rates for age and sex using the method of direct standardization (Fleiss, 1973).
  6. hcup-us.ahrq.gov/reports/methods/Comparison_Report_NIS41995Final.pdf
    December 21, 1998 - C:\unzipped\Methods Series Reports to Convert\Comparison_Report_NIS4 1995.wpd HCUP Methods Series … HCUP Methods Series Report #1998-1. ONLINE. December 21, 1998. U.S. … . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4 METHODS … • Procedure groups (The principal procedure code for each discharge was assigned to a procedure group … Procedures for which the NIS discharges were significantly higher than the NHDS estimates include the
  7. hcup-us.ahrq.gov/reports/methods/Comparison_Report_NIS21993Final.pdf
    April 03, 1997 - C:\unzipped\Methods Series Reports to Convert\Comparison_Report_NIS2 1993.wpd HCUP Methods Series … HCUP Methods Series Report #1997-1. ONLINE. April 3, 1997. U.S. … . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4 METHODS … • Procedure groups (The principal procedure code for each discharge was assigned to a procedure group … , Version 2 procedure code categories.
  8. hcup-us.ahrq.gov/reports/methods/MS2024-01-NHQDRMethodsReport.pdf
    November 25, 2024 - payer data that occurred on a small proportion of discharge records, we used a “hot deck” imputation method … Using this method, we were able to calculate appropriate statistics for both national and State-level … As in prior years’, we applied a direct standardization method for risk adjustment to the area-based … Next, a “hot deck” imputation method (which draws donors from strata of similar hospitals and patients … This method takes into account the cluster and stratification aspects when calculating these statistics
  9. hcup-us.ahrq.gov/reports/methods/MS2023-01-NHQDRMethodsReport_508.pdf
    November 21, 2023 - payer data that occurred on a small proportion of discharge records, we used a “hot deck” imputation method … Using this method, we were able to calculate appropriate statistics for both national and State-level … As in prior years’, we applied a direct standardization method for risk adjustment to the area-based … Next, a “hot deck” imputation method (which draws donors from strata of similar hospitals and patients … This method takes into account the cluster and stratification aspects when calculating these statistics
  10. hcup-us.ahrq.gov/reports/methods/Comparison_Report_NIS11988-92Final.pdf
    July 11, 1996 - C:\unzipped\Methods Series Reports to Convert\Comparison_Report_NIS1 1988-92.wpd HCUP Methods Series … HCUP Methods Series Report #1996-1. July 11, 1996. U.S. … groups (The principal procedure code for each discharge was assigned to a procedure group defined … Comparisons by Procedure Category 13 Table 8 lists the top 50 procedure categories, ranked according … Comparisons by Procedure Category 18 Table 16 lists the top 50 procedure categories ranked according
  11. hcup-us.ahrq.gov/reports/methods/2004-05.pdf
    January 01, 2004 - HCUP Method Series Report # 2004-05 Online. March 19, 2005. U.S. … The sampling and weighting strategy used for the disparities analysis file is similar to the method … Statistical Methods. … For States with 30 procedure fields available, 95 percent of records captured all of patients’ procedures … We adjusted rates for age and sex using the method of direct standardization (Fleiss, 1973).
  12. hcup-us.ahrq.gov/reports/methods/2003_04.pdf
    January 01, 2003 - HCUP Method Series Report # 2003-04 ONLINE. March 19, 2005. U.S. … For States with 30 procedure fields available, 95 percent of records captured all of patients’ procedures … We adjusted rates for age and sex using the method of direct standardization (Fleiss, 1973). … For States with 30 procedure fields available, 95 percent of records captured all of patients’ procedures … We adjusted rates for age and sex using the method of direct standardization (Fleiss, 1973).
  13. hcup-us.ahrq.gov/reports/methods/2015_09.jsp
    January 01, 2015 - Elixhauser Comorbidity Software Refined for ICD-10-CM Chronic Condition Indicator Refined for ICD-10-CM Procedure … Elixhauser Comorbidity Software for ICD-9-CM Utilization Flags for Revenue Center Codes and ICD-9-CM Procedure … However, the basis of this estimate differs from the method used prior to the 2012 NIS, which estimated … This was the method used to illustrate the diabetes analysis in this report. … Top Internet Citation: Method Series Report 2015-09.
  14. hcup-us.ahrq.gov/reports/methods/2003_05.pdf
    January 01, 2003 - payer data that occurred on a small proportion of discharge records, we used a “hot deck” imputation method … For States with 30 procedure fields available, 95 percent of records captured all of patients’ procedures … This method takes into account the cluster and stratification aspects of the NIS sample design when … We adjusted rates for age and sex using the method of direct standardization (Fleiss, 1973). … enclosed in parentheses was estimated separately for each cell g by squaring the SE calculated using the method
  15. hcup-us.ahrq.gov/reports/methods/2004CCSUserGuideFinal.pdf
    September 01, 2004 - Microsoft Word - Clinical Classifications Software_lp11.doc HCUP Methods Series kbr33831 HCUP … Similarly, the single-level procedure CCS aggregates procedures into 231 mutually exclusive categories … 9-CM procedure codes used to map CCS category Heart valve procedures 3500 3501 3502 3503 3504 3510 … Representation of ICD-9-CM procedure codes In practice, ICD-9-CM procedures are represented by 3- … adjustment of managed care claims data using the clinical classifications for health policy research method
  16. hcup-us.ahrq.gov/reports/methods/MS2021-03-NHQDRMethodsReport.pdf
    December 09, 2021 - payer data that occurred on a small proportion of discharge records, we used a “hot deck” imputation method … Using this method, we were able to calculate appropriate statistics for both national and State-level … As in prior years’, Watson Health applied a direct standardization method for risk adjustment to the … Next, a “hot deck” imputation method (which draws donors from strata of similar hospitals and patients … This method takes into account the cluster and stratification aspects when calculating these statistics
  17. hcup-us.ahrq.gov/reports/methods/2009_01.pdf
    January 01, 2009 - payer data that occurred on a small proportion of discharge records, we used a “hot deck” imputation method … For States with 30 procedure fields available, 95 percent of records captured all of patients’ procedures … This method takes into account the cluster and stratification aspects of the NIS sample design when … We adjusted rates for age and sex using the method of direct standardization (Fleiss, 1973). … Methods for HCUP Data in the 2009 NHQR August 7, 2009 26 • No heart transplant procedure (any ICD-
  18. 2016-08 (pdf file)

    hcup-us.ahrq.gov/reports/methods/2016-08.pdf
    January 01, 2016 - HCUP (01/10/2017) 2 Methods Series Report: SEDD Procedures PROCEDURE CODING SYSTEMS The differences … Series Report: SEDD Procedures METHODS We used descriptive statistics to examine the procedure codes … HCUP (01/10/2017) 9 Methods Series Report: SEDD Procedures Procedures Reported on SEDD Records That … HCUP (01/10/2017) 11 Methods Series Report: SEDD Procedures Table 5. … HCUP (01/10/2017) 17 Methods Series Report: SEDD Procedures A procedure for the measurement of arterial
  19. hcup-us.ahrq.gov/reports/methods/1999NISComparisonReportFinal.pdf
    March 08, 2002 - Table 2: NIS and NHDS Comparisons by Region, 1999 HCUP Methods Series kbr33831 Contact Information … HCUP Methods Series Report #2002-2. ONLINE. March 8, 2002. U.S. … A description of the method used for calculating standard errors for the NHDS is given in Appendix A … Second, the NHDS use of a non-standard method of coding diagnoses for pregnancy and delivery can be … A second method of comparison is to test for significance of difference between proportions of patients
  20. MAINTAIN AND EXPAND (pdf file)

    hcup-us.ahrq.gov/reports/methods/2000NISComparisonReportFinal.pdf
    February 28, 2003 - MAINTAIN AND EXPAND HCUP Methods Series kbr33831 Contact Information: Healthcare Cost and … HCUP Methods Series Report #2003-1. ONLINE. February 28, 2003. U.S. … A description of the method used for calculating standard errors for the NHDS is given in Appendix C … We have included a second method of comparing discharges on all the NIS-MedPAR tables: a test between … The NIS and MedPAR proportions were consistent with only one procedure group (“other therapeutic procedures

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