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  1. hcup-us.ahrq.gov/reports/statbriefs/sb195-Potentially-Preventable-Hospitalizations.jsp
    November 01, 2015 - Login Do Your own analysis Explore Expert Research & Limited … Data Source The estimates in this Statistical Brief are based upon an analysis done for the National … For data year 2012, we used an analysis file derived from the HCUP State Inpatient Databases (SID) that … At the time of this analysis, NIS trend weights to make national estimates compatible between 2003-2011 … Unit of analysis The unit of analysis is the hospital discharge (i.e., the hospital stay) or the ED
  2. hcup-us.ahrq.gov/reports/methods/2014-02.pdf
    January 01, 2014 - AARP State Profiles ACS American Community Survey ARF Area Resource Files BEA Bureau of Economic Analysis … 08/15/14) Population Denominator Data 9 Bureau of Economic Analysis … The uniform coding scheme of PAY1 simplifies the analysis of the expected primary payer across states … This may or may not be helpful, depending on the purpose of the analysis. Total vs. … There may be other ways to use HCUP payer data, depending on the purpose of the analysis.
  3. hcup-us.ahrq.gov/reports/methods/2016-04.pdf
    January 01, 2016 - AARP State Profiles ACS American Community Survey ARF Area Resource Files BEA Bureau of Economic Analysis … 09/07/16) Population Denominator Data 9 Bureau of Economic Analysis … The uniform coding scheme of PAY1 simplifies the analysis of the expected primary payer across states … This may or may not be helpful, depending on the purpose of the analysis. Total vs. … There may be other ways to use HCUP payer data, depending on the purpose of the analysis.
  4. hcup-us.ahrq.gov/reports/methods/2017-04.pdf
    January 01, 2017 - AARP State Profiles ACS American Community Survey ARF Area Resource Files BEA Bureau of Economic Analysis … 08/02/17) Population Denominator Data 9 Bureau of Economic Analysis … The uniform coding scheme of PAY1 simplifies the analysis of the expected primary payer across states … This may or may not be helpful, depending on the purpose of the analysis. Total vs. … There may be other ways to use HCUP payer data, depending on the purpose of the analysis.
  5. hcup-us.ahrq.gov/reports//methods/2014-02.pdf
    January 01, 2014 - AARP State Profiles ACS American Community Survey ARF Area Resource Files BEA Bureau of Economic Analysis … 08/15/14) Population Denominator Data 9 Bureau of Economic Analysis … The uniform coding scheme of PAY1 simplifies the analysis of the expected primary payer across states … This may or may not be helpful, depending on the purpose of the analysis. Total vs. … There may be other ways to use HCUP payer data, depending on the purpose of the analysis.
  6. hcup-us.ahrq.gov/reports/methods/2007_01.pdf
    January 01, 2007 - The analysis file is named “nis_diabetes” in the program code that follows. … Hospital length of stay and cost: A multilevel modeling analysis. … Applied Longitudinal Data Analysis: Modeling Change and Event Occurrence. … “Multilevel Methods, Theory, and Analysis,” In Anderson, NB (Ed.) … Applied Multilevel Analysis: A Practical Guide for Medical Researchers.
  7. hcup-us.ahrq.gov/db/nation/nass/2019_NASS_Introduction.pdf
    January 01, 2019 - ............................................................... 21 4 HOW TO USE THE NASS FOR DATA ANALYSIS … • Important considerations for data analysis are highlighted, and references to further resources … HCUP (10/14/2021) 22 2019 NASS Introduction 4 HOW TO USE THE NASS FOR DATA ANALYSIS This section … It is critical to check all ICD-10-CM codes used for analysis to ensure that the codes are in effect … In contrast, some HCUP State databases may be used for this type of analysis.
  8. hcup-us.ahrq.gov/reports/statbriefs/sb155.jsp
    May 01, 2013 - Login Do Your own analysis Explore Expert Research & Limited … evaluated in the receiving hospital's ED; however, it was not possible to examine this issue in the current analysis … encounter/visit shown in the medical record to be chiefly responsible for the services provided." 6 This analysis … Unit of analysis The unit of analysis is the hospital discharge (i.e., the hospital stay), not a person … Maryland Health Services Cost Review Commission Massachusetts Center for Health Information and Analysis
  9. hcup-us.ahrq.gov/reports/statbriefs/sb155.pdf
    March 01, 2013 - in the receiving hospital’s ED; however, it was not possible to examine this issue in the current analysis … encounter/visit shown in the medical record to be chiefly responsible for the services provided.”6 This analysis … Unit of analysis The unit of analysis is the hospital discharge (i.e., the hospital stay), not a person … Organization Maryland Health Services Cost Review Commission Massachusetts Center for Health Information and Analysis … statbriefs/sb155.pdf mailto:hcup@ahrq.gov Definitions Types of hospitals included in HCUP Unit of analysis
  10. hcup-us.ahrq.gov/reports/statbriefs/sb89.pdf
    April 01, 2010 - For pediatrics, only three states are included in the analysis: Arizona, Nebraska, and South Carolina … Unit of analysis The unit of analysis is the individual patient identified by the encrypted unique patient … Each patient is included only once in the present analysis. … This differs from discharge-level analysis, in which a person who is admitted to the hospital multiple … Excluded from the analysis are patients who died at the initial stay or whose initial stay occurred
  11. hcup-us.ahrq.gov/reports/methods/2006_4.pdf
    January 01, 2006 - The purpose of this analysis was to create a limited number of utilization flags that reveal additional … For analysis purposes, all revenue codes were modified to include the leading zero. … Depending on the purpose of the analysis, it may be advisable to use the ICU flag in conjunction with … Depending on the purpose of the analysis, it may be advisable to use Newborn level II in conjunction … Depending on the purpose of the analysis, it may be advisable to use Newborn level IV in conjunction
  12. hcup-us.ahrq.gov/db/nation/nis/reports/NIS_2002_Design_Report.pdf
    January 01, 2002 - .......................................................................................... iv Data Analysis … ..........................................................................................23 DATA ANALYSIS … describes the NIS sample and weights, summarizes the contents of the 2002 NIS, and discusses data analysis … Data Analysis Missing Values Missing data values compromise the quality of estimates. … DATA ANALYSIS Missing Values Missing data values can compromise the quality of estimates.
  13. hcup-us.ahrq.gov/db/nation/nis/reports/NIS_2001_Design_Report.pdf
    January 01, 2001 - ......................................................................................... iii Data Analysis … ..........................................................................................23 DATA ANALYSIS … describes the NIS sample and weights, summarizes the contents of the 2001 NIS, and discusses data analysis … Data Analysis Missing Values Missing data values compromise the quality of estimates. … describes the NIS sample and weights, summarizes the contents of the 2001 NIS, and discusses data analysis
  14. hcup-us.ahrq.gov/news/exhibit_booth/nrd_brochure.jsp
    May 01, 2017 - Login Do Your own analysis Explore Expert Research & Limited … A statistical software package, such as SAS®, SPSS®, or Stata®, is required for analysis.
  15. hcup-us.ahrq.gov/datainnovations/clinicaldata/LinkingClinicalData.jsp
    September 01, 2012 - Login Do Your own analysis Explore Expert Research & Limited … transmission After transmission to host system Data merging will create unified database for analysis
  16. hcup-us.ahrq.gov/reports/statbriefs/sb161.jsp
    September 01, 2013 - Login Do Your own analysis Explore Expert Research & Limited … In addition to describing growth in the number of septicemia hospitalizations, this analysis provides … Data Source The estimates in this Statistical Brief are based upon a readmission analysis file created … identified as any patient with a principal or secondary septicemia diagnosis (as appropriate to the analysis … Unit of analysis The units of analysis in this Statistical Brief are the hospital admission (i.e.,
  17. MAINTAIN AND EXPAND (pdf file)

    hcup-us.ahrq.gov/reports/methods/2011_03.pdf
    January 01, 2011 - Data Analysis 3. … DATA ANALYSIS METHODS AND FINDINGS Methods The goal of the data analysis conducted for this study … The data analysis was based on the 2008 HCUP SASD and SEDD. … These records were not used in the analysis. For the SEDD, all records were used. … However, no interviewees had conducted any related analysis.
  18. hcup-us.ahrq.gov/reports/statbriefs/sb223-Ambulatory-Inpatient-Surgeries-2014.pdf
    January 01, 2014 - The analysis was limited to visits for an invasive surgery commonly performed for therapeutic purposes … Types of hospitals included in HCUP State Ambulatory Surgery and Services Databases This analysis used … The analysis was further limited to ambulatory surgeries performed at facilities owned by community … We limited the analysis to community hospitals with at least 100 ambulatory surgery visits per year. … Unit of analysis The unit of analysis is the ambulatory surgery visit or hospital discharge (i.e., the
  19. hcup-us.ahrq.gov/reports/statbriefs/sb195-Potentially-Preventable-Hospitalizations.pdf
    December 01, 2014 - For data year 2012, we used an analysis file derived from the HCUP State Inpatient Databases (SID) that … At the time of this analysis, NIS trend weights to make national estimates compatible between 2003–2011 … in the ED, he or she would be included in the inpatient or ED treat-and-release data used in this analysis … Types of hospitals included in HCUP State Inpatient Databases This analysis used State Inpatient Databases … Unit of analysis The unit of analysis is the hospital discharge (i.e., the hospital stay) or the ED
  20. hcup-us.ahrq.gov/reports/statbriefs/sb217-Burn-Hospital-Stays-ED-Visits-2013.pdf
    January 01, 2013 - All E codes were considered in this analysis, so the same stay may be reported in more than one cause … All E codes were considered in this analysis, so the same visit may be reported in more than one cause … Those codes that were included in the analysis of burn site and burn severity are also indicated in … b For analysis of burn severity, the worst level (highest degree) of burn on the stay or visit record … Unit of analysis The unit of analysis is the hospital discharge (i.e., the hospital stay) or the ED

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