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  1. hcup-us.ahrq.gov/reports/methods/2006_10.pdf
    January 01, 2006 - Microsoft Word - CaseforPOAIndicator_final_060806 _2_.doc HCUP Methods Series kbr33831 Contact … HCUP Methods Series Report # 2006-10 Online. April 9, 2007. U.S. … The method used to accomplish this evaluation was to compare the SASD counts of ambulatory surgery facilities … The ICD CCS program aggregates procedure codes into 231 mutually exclusive procedure categories. … The ICD- 9-CM procedure codes are used to classify surgical procedures and some diagnostic procedures
  2. 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-
  3. hcup-us.ahrq.gov/reports/methods/2008_08.pdf
    January 01, 2008 - Microsoft Word - deliverable57_01.doc HCUP Methods Series kbr33831 Contact Information: Healthcare … HCUP Methods Series Report # 2008-08. Online April 4, 2008. U.S. … The method used to accomplish this evaluation was to compare the SASD counts of ambulatory surgery facilities … The ICD-9-CM CCS program aggregates procedure codes into 231 mutually exclusive procedure categories … The ICD-9-CM procedure codes are used to classify surgical procedures and some diagnostic procedures
  4. hcup-us.ahrq.gov/reports/methods/2005_02.pdf
    January 01, 2005 - mix of calendar and other reporting periods) Reporting Unit Visit Visit Hospital Collection Method … in two areas on the UB-92: (1) “procedure” fields for principal and other procedures, and (2) line … The “procedure” fields, for principal and secondary procedures (UB-92 Form Locator numbers 80 and 81 … Defining and Identifying ED Visit Records There is no standard or uniform method for identifying ED … Each method presents limitations or contingencies.
  5. 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).
  6. 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
  7. hcup-us.ahrq.gov/reports/methods/2011_04.pdf
    January 01, 2011 - Microsoft Word - 2011_04.docx HCUP Methods Series kbr33831 Contact Information: Healthcare … HCUP Methods Series Report # 2011-04. ONLINE October 29, 2012. U.S. … Available: http://www.hcup-us.ahrq.gov/reports/methods/methods.jsp. … Method The data sources for this study were: (1) all states in the HCUP State Inpatient Databases … Sincerely, The HCUP Methods Series Team http://www.hcup-us.ahrq.gov/reports/methods/2011_04.pdf
  8. hcup-us.ahrq.gov/reports/methods/2006_7.pdf
    January 01, 2006 - payer data that occurred on a small proportion of discharge records, we used a “hot deck” imputation 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 NIS sample design when … We adjusted rates for age and sex using the method of direct standardization (Fleiss, 1973).
  9. hcup-us.ahrq.gov/reports/methods/2006_4.pdf
    January 01, 2006 - HCUP_methods_series_cover.ai HCUP Methods Series kbr33831 Contact Information: Healthcare … HCUP Methods Series Report # 2006-04 Online. July 14, 2006. U.S. … certain procedures, such as non-invasive, diagnostic services. … certain procedures, such as non-invasive, diagnostic services. … For example, if a discharge record has five procedures reported, then NPR equals five.
  10. hcup-us.ahrq.gov/reports/methods/2007_06.pdf
    January 01, 2007 - payer data that occurred on a small proportion of discharge records, we used a “hot deck” imputation 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 NIS sample design when … We adjusted rates for age and sex using the method of direct standardization (Fleiss, 1973).
  11. hcup-us.ahrq.gov/reports/methods/2005_05.pdf
    January 01, 2005 - HCUP Method Series Report #2005-05 Online. December 27, 2005. U.S. … 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 NIS sample design when … We adjusted rates for age and sex using the method of direct standardization (Fleiss, 1973).
  12. hcup-us.ahrq.gov/reports/methods/2008_05.pdf
    January 01, 2008 - 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
  13. hcup-us.ahrq.gov/reports/methods/2004_07.pdf
    January 01, 2004 - HCUP Method Series Report # 2004-07 Online. May 20, 2005. U.S. … 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 NIS sample design when … We adjusted rates for age and sex using the method of direct standardization (Fleiss, 1973).
  14. 2012 04 (pdf file)

    hcup-us.ahrq.gov/reports/methods/2012_04.pdf
    January 01, 2012 - Overview of Key Readmission Measures and Methods. 2012. HCUP Methods Series Report #2012-04. … The Jencks et al. (2009) method also targeted Medicare FFS beneficiaries. … The algorithm to identify a planned procedure is based on a predefined list of procedures that are … Scope The following ICD-9-CM procedure codes are used to identify the procedures: 81.51 Total … arthroplasty (e.g., partial hip arthroplasty, revision procedures) or represents a different procedure
  15. hcup-us.ahrq.gov/reports/methods/2003_02.pdf
    January 01, 2003 - HCUP Methods Series Report No. 2015-09. … This was the method used to illustrate the diabetes analysis in this report. … These procedures were made available as experimental procedures in Version 7 of the SAS System, and … )  The SURVEYSELECT procedure provides a variety of methods for selecting probability-based random … The interface is similar to other SAS procedures.
  16. hcup-us.ahrq.gov/reports/methods/2004_06Addendum.pdf
    January 01, 2004 - HCUP Methods Series Report # 2004-06. ONLINE November 10, 2010. U.S. … UTILIZATION PROJECT (HCUP) E CODE EVALUATION ADDENDUM WITH UPDATED INFORMATION FOR 2006 AND 2008 HCUP Method … Please reference the complete report for additional details on methods. … second-hand tobacco smoke E870-E879 Misadventures during surgical and medical care & surgical and medical procedures … as the cause of abnormal reaction or later complication, without mention of misadventure at time of procedure
  17. 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).
  18. hcup-us.ahrq.gov/reports/methods/TrendReport2005_1.pdf
    March 19, 2004 - HCUP_methods_series_cover.ai HCUP Methods Series kbr33831 Contact Information: Healthcare … HCUP Methods Series Report # 2005-01. ONLINE April 30,2005 U.S. … 31 WHICH STATISTICAL METHODS SHOULD BE USED FOR NIS TREND ANALYSES?........ … Second, in 1998 the sampling method changed to better reflect the cross-sectional population of hospitals … Second, in 1998 the sampling method changed to better reflect the cross-sectional population of hospitals
  19. hcup-us.ahrq.gov/reports/methods/MS2022-01-NHQDRMethodsReport.pdf
    October 28, 2022 - 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
  20. hcup-us.ahrq.gov/reports/methods/2020-04.pdf
    January 01, 2020 - 2019NHQDRMethodsReport HCUP Method Series Methods Applying AHRQ Quality Indicators to Healthcare … 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 … or occurs before the first operating room procedure; and admissions with a procedure for esophageal … Next, a “hot deck” imputation method (which draws donors from strata of similar hospitals and patients

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