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  1. hcup-us.ahrq.gov/db/vars/hosp_control/kidnote.jsp
    September 01, 2008 - Login Do Your own analysis Explore Expert Research & Limited … HOSP_CONTROL is used for stratification, while H_CONTRL can be used to classify hospitals for analysis
  2. hcup-us.ahrq.gov/db/vars/hosp_control/nisnote.jsp
    September 01, 2008 - Login Do Your own analysis Explore Expert Research & Limited … HOSP_CONTROL is used for stratification, while H_CONTRL can be used to classify hospitals for analysis
  3. hcup-us.ahrq.gov/tech_assist/index_stu.jsp
    February 01, 2022 - Login Do Your own analysis Explore Expert Research & Limited … Tutorials - HCUP Tools Loading Tutorials - Load and Check HCUP Data Tutorials - Multi-year Analysis
  4. untitled (pdf file)

    hcup-us.ahrq.gov/datainnovations/Opioid_trends_ICD_Med_Care.pdf
    May 15, 2017 - In stratified analysis, stays involving adverse effects of opioids in ther- apeutic use showed the largest … http://www.lww-medicalcare.com METHODS This analysis is based on 2015–2016 data from Healthcare Cost … CONCLUSIONS The current analysis shows that trends in stays involving opioid-related diagnoses shifted … Depending on the requirements of the analysis, researchers may opt not to combine data on stays before … and after the ICD transition in the same analysis, but rather report results separately.
  5. hcup-us.ahrq.gov/reports/statbriefs/sb127.pdf
    February 01, 2012 - The analysis presented in this Statistical Brief involves use of a new set of supplemental revisit variables … Accessed on January 24, 2012. 9 The unit of analysis is the hospital discharge (i.e., the hospital stay … Unit of analysis The unit of analysis is the individual patient identified by the synthetic patient-level … Excluded from the analysis are discharges with missing age, expected payer, length of stay, or principal … for the uninsured are not included in this Brief because the number of uninsured patients in the analysis
  6. hcup-us.ahrq.gov/reports/methods/2008_05.pdf
    January 01, 2008 - However, in an earlier analysis, even for States with 30 diagnosis fields available in the year 2000 … In a subsequent analysis, we investigated sources of variation in Patient Safety Indicator (PSI) rates … The analysis concluded there were few state factors (such as state policy, hospital characteristics, … Study Approach The analysis was performed on the nine State Snapshot PSIs which will be released in … With this simple and aggregated analysis, we are not surprised to find few conclusive results.
  7. hcup-us.ahrq.gov/db/nation/neds/NEDS2008Introductionv3.pdf
    November 01, 2015 - 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. … There is no uniform patient identifier available that allows a patient-level analysis with the NEDS. … In contrast, the 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, first perform
  8. hcup-us.ahrq.gov/db/nation/neds/NEDS2007v2IntroductionRevised.pdf
    November 01, 2015 - 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. … There is no uniform patient identifier available that allows a patient-level analysis with the NEDS. … In contrast, the 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, first perform
  9. hcup-us.ahrq.gov/db/nation/neds/NEDS_2006v2_IntroductionRevised.pdf
    November 01, 2015 - 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. … There is no uniform patient identifier available that allows a patient-level analysis with the NEDS. … In contrast, the 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, first perform
  10. hcup-us.ahrq.gov/db/nation/nis/reports/NIS_2005_Design_Report.jsp
    January 01, 2005 - Login Do Your own analysis Explore Expert Research & Limited … Sampling Frame Final Hospital Sample Subsamples Sample Weights Weight Data Elements Data Analysis … SAMPLE SAMPLE WEIGHTS Hospital Weights Discharge Weights Weight Data Elements DATA ANALYSIS … Return to Contents Data Analysis Missing Values Missing data values can compromise the quality … Return to Contents DATA ANALYSIS Missing Values Missing data values can compromise the quality
  11. hcup-us.ahrq.gov/db/nation/neds/NEDS_Introduction_2016.jsp
    January 01, 2016 - Login Do Your own analysis Explore Expert Research & Limited … One of the most distinctive features of the NEDS is its large sample size, which allows for analysis … Important considerations for data analysis are provided along with references detailed reports. … Structure the information for efficient storage, manipulation, and analysis. … In contrast, some HCUP State databases may be used for this type of analysis.
  12. hcup-us.ahrq.gov/db/nation/nis/reports/NIS_2002_Design_Report.jsp
    January 01, 2002 - Login Do Your own analysis Explore Expert Research & Limited … Sampling Frame Final Hospital Sample Subsamples Sample Weights Weight Data Elements 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. … For example, nearly all SAS (Statistical Analysis System) procedures incorporate weights.
  13. hcup-us.ahrq.gov/db/nation/nis/reports/NIS_2001_Design_Report.jsp
    January 01, 2001 - Login Do Your own analysis Explore Expert Research & Limited … Sampling Frame Final Hospital Sample Subsamples Sample Weights Weight Data Elements 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. … For example, nearly all SAS (Statistical Analysis System) procedures incorporate weights.
  14. hcup-us.ahrq.gov/db/nation/nis/reports/NIS_2005_Design_Report.pdf
    January 01, 2005 - .......................................................................................... iv Data Analysis … Data Analysis Missing Values Missing data values can compromise the quality of estimates. … In order to facilitate analysis of trends using multiple years of NIS data, an alternate set of NIS … DATA ANALYSIS Missing Values Missing data values can compromise the quality of estimates. … In order to facilitate analysis of trends using multiple years of NIS data, an alternate set of NIS
  15. hcup-us.ahrq.gov/db/nation/nass/NASS_Introduction_2018.jsp
    January 01, 2018 - Login Do Your own analysis Explore Expert Research & Limited … 4.1 Calculating National Estimates 4.2 Choosing Data Elements for Analysis 4.3 ICD-10-CM Diagnosis … Will not identify or attempt to identify any individual, including by the use of vulnerability analysis … It is essential to check all procedure 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.
  16. hcup-us.ahrq.gov/tech_assist/loadandcheck/508_course/508course_2019.jsp
    January 01, 2019 - Login Do Your own analysis Explore Expert Research & Limited … The zip files in this folder are data files I will unzip and load into the analysis software. … This is the Core data file I will load into my analysis software. … The linkage data element will differ based on the file's unit of analysis. … Let's consider an analysis that is focused on obtaining counts by patient age group for a specific HCUP
  17. Ahrqfinalreportvhi (pdf file)

    hcup-us.ahrq.gov/datainnovations/clinicaldata/AHRQFINALREPORTVHI.pdf
    December 01, 2009 - Michael Pine is experienced in analysis of health data for outcomes measurement. … Is the last time in the record the observation date/time or the analysis date/time?” d. … Data Analysis 25. … An analytical dataset was developed, delivered and preliminary analysis was conducted. … Further analysis will continue after the end of the contract.
  18. hcup-us.ahrq.gov/db/nation/neds/NEDS_2006_Introductionv4.pdf
    January 01, 2006 - 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. … There is no uniform patient identifier available that allows a patient-level analysis with the NEDS. … In contrast, the 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, first perform
  19. hcup-us.ahrq.gov/reports/statbriefs/sb1.jsp
    February 01, 2006 - Login Do Your own analysis Explore Expert Research & Limited … Unit of analysis The unit of analysis for HCUP data is the hospital discharge (i.e., the hospital … Hospital Industry Data Institute Nebraska Hospital Association Nevada Center for Health Information Analysis
  20. hcup-us.ahrq.gov/news/exhibit_booth/nass_brochure.jsp
    March 01, 2020 - Login Do Your own analysis Explore Expert Research & Limited … A statistical software package, such as SAS®, SPSS®, or Stata®, is required for analysis.

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