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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/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/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/reports/statbriefs/sb29.jsp
April 01, 2007 - Login
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Explore Expert Research & Limited … Unit of analysis
The unit of analysis is the hospital discharge (i.e., the hospital stay), not a person … All-listed diagnoses were used for this analysis. … To define ADEs in this analysis, we used the following ICD-9-CM codes or external cause of injury codes … For purposes of analysis, such a case was counted only once.
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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/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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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/db/nation/nis/NIS_Introduction_2015.pdf
January 01, 2015 - Important considerations for data analysis are
provided along with references to detailed reports. … The NIS is available yearly, beginning with 1988, allowing analysis of trends over time. … For trends analysis using NIS data 2011 and earlier, revised
weights should be used to make estimates … Choosing Data Elements for Analysis
• For all data elements you plan to use in your analysis, first … • The NIS is available yearly, beginning with 1988, allowing analysis of trends over time.
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hcup-us.ahrq.gov/db/nation/neds/NEDS2015Introduction.pdf
December 01, 2017 - One of the most
distinctive features of the NEDS is its large sample size, which allows for analysis … • Structure the information for efficient storage, manipulation, and analysis. … In contrast,
some HCUP State databases may be used for this type of analysis. … Choosing Data Elements for Analysis
For all data elements to be used in the analysis, the user should … It is essential to check all ICD-9-CM and ICD-10-CM codes used for analysis to ensure
that the codes
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hcup-us.ahrq.gov/db/nation/kid/KID_2012_Introduction.pdf
January 01, 2012 - ...................................................................10
HOW TO USE THE KID FOR DATA ANALYSIS … Important considerations for data
analysis are provided along with references to detailed reports. … There is no uniform patient identifier available that allows a patient-level
analysis with the KID. … (For trends analysis using 1997 KID
data, see the next section of this report regarding trend weights … Choosing Data Elements for Analysis
For all data elements you plan to use in your analysis, first
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hcup-us.ahrq.gov/db/nation/kid/kid_2016_introduction.jsp
January 01, 2016 - Login
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Explore Expert Research & Limited … Will not identify or attempt to identify any individual, including by the use of vulnerability analysis … Important considerations for data analysis are provided along with references to detailed reports. … There is no uniform patient identifier available that allows a patient-level analysis with the KID. … Choosing Data Elements for Analysis
For all data elements you plan to use in your analysis, first
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hcup-us.ahrq.gov/reports/HCUPCDiffHosp2010-2014Report102616.pdf
October 26, 2016 - METHODS
This analysis uses the HCUP SID from 2010 through 2014 from 41 States and the
District of … The SID used for this analysis
included a data element that indicated whether the CDI diagnosis was … Maryland Health Services Cost Review
Commission
Massachusetts Center for Health
Information and Analysis … The analysis was limited to SID that included data elements indicating whether the
principal and secondary … Discharges and hospitals failing any of the above edit checks were excluded from the
analysis.
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hcup-us.ahrq.gov/reports/statbriefs/sb10.jsp
July 10, 2006 - Login
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Explore Expert Research & Limited … from the Healthcare Cost and Utilization Project (HCUP) 2003 State Inpatient Databases disparities analysis … Unit of analysis
The unit of analysis is the hospital discharge (i.e., the hospital stay), not a … The 2003 State Inpatient Databases disparities analysis file was limited to 23 states, and to hospitals
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hcup-us.ahrq.gov/reports/ataglance/HCUPCDiffHosp2010-2014Report102616.pdf
October 26, 2016 - METHODS
This analysis uses the HCUP SID from 2010 through 2014 from 41 States and the
District of … The SID used for this analysis
included a data element that indicated whether the CDI diagnosis was … Maryland Health Services Cost Review
Commission
Massachusetts Center for Health
Information and Analysis … The analysis was limited to SID that included data elements indicating whether the
principal and secondary … Discharges and hospitals failing any of the above edit checks were excluded from the
analysis.
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hcup-us.ahrq.gov/reports/methods/2006_1.pdf
January 01, 2006 - ....................................................................................16
APPENDIX C: ANALYSIS … • An analysis (in progress) of the AHRQ Patient Safety Indicators (PSIs) using California and
New … The
analysis shows that POA-specified complications in the PPCs were associated with higher
hospital … • Analysis of California OSHPD inpatient discharge data3 for all types of diagnoses for three
years … Hospitals with the following POA rates were excluded from their analysis.
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hcup-us.ahrq.gov/news/exhibit_booth/sasd_brochure.jsp
May 01, 2018 - 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/raceethnicitytoolkit/or34.pdf
October 11, 2013 - annual fluctuations
• Complete and abridged life tables constructed
using these rates
Analysis … life tables will be disseminated to
Tribes
• Cancer registrars will be conducting AI/AN
survival analysis