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hcup-us.ahrq.gov/reports/statbriefs/sb195-Potentially-Preventable-Hospitalizations.jsp
November 01, 2015 - Login
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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
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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.
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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.
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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.
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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.
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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.
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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.
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hcup-us.ahrq.gov/reports/statbriefs/sb155.jsp
May 01, 2013 - Login
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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
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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
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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
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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
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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.
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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
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hcup-us.ahrq.gov/news/exhibit_booth/nrd_brochure.jsp
May 01, 2017 - Login
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Explore Expert Research & Limited … A statistical software package, such as SAS®, SPSS®, or Stata®, is required for analysis.
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hcup-us.ahrq.gov/datainnovations/clinicaldata/LinkingClinicalData.jsp
September 01, 2012 - Login
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Explore Expert Research & Limited … transmission
After transmission to host system
Data merging will create unified database for analysis
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hcup-us.ahrq.gov/reports/statbriefs/sb161.jsp
September 01, 2013 - Login
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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.,
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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.
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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
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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
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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