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  1. hcup-us.ahrq.gov/reports/projections/2012-02.pdf
    January 01, 2012 - Microsoft Word - hcup_proj_2012-02.docx Contact Information: Healthcare Cost and Utilization Project (HCUP) Agency for Healthcare Research and Quality 540 Gaither Road Rockville, MD 20850 http://www.hcup-us.ahrq.gov For Technical Assistance with HCUP Products: Email: hcup@ahrq.gov or Phone…
  2. hcup-us.ahrq.gov/db/nation/nass/NASSIntroduction2021.pdf
    April 01, 2024 - The following three objectives guided the definition of data elements in all HCUP databases: • Ensure … The main objective of a stratified sample is to ensure that it is representative of the target universe … It is essential to check all procedure codes used for analysis to ensure that the codes are in effect … It is critical to check all ICD-10-CM codes used for analysis to ensure that the codes are in effect … Confidentiality of Records Limitations on selected data elements to ensure patient confidentiality:
  3. hcup-us.ahrq.gov/db/nation/nass/NASSIntroduction2022.pdf
    December 01, 2024 - The main objective of a stratified sample is to ensure that it is representative of the target universe … After the initial strata collapsing was completed, additional adjustments were made to ensure no single … It is essential to check all procedure codes used for analysis to ensure that the codes are in effect … It is critical to check all ICD-10-CM codes used for analysis to ensure that the codes are in effect … Confidentiality of Records Limitations on selected data elements to ensure patient confidentiality:
  4. MAINTAIN AND EXPAND (pdf file)

    hcup-us.ahrq.gov/reports/methods/1998ChangesintheNISRedesignFinal.pdf
    January 18, 2002 - Differences between HCUP and non-HCUP states The main objective of a stratified sample is to ensure … Stratification helps ensure that the sample of hospitals is representative of the target population of … Second, the cutoff points for bed size categories are modified to ensure that about one-third of hospitals … We want to ensure that the NIS produces a range of hospital outcomes similar to that shown in the entire … This was to ensure geographic dispersion of the sample within the HCUP states.
  5. (pdf file)

    hcup-us.ahrq.gov/datainnovations/clinicaldata/AHRQFINALREPORTVHI.pdf
    December 01, 2009 - VHI developed several key materials to help ensure hospital participation: The full recruitment … VHI took several steps to help ensure that participation in the pilot would be as easy as possible. … Once the PCN was standardized, the first step to ensure that the linkage was effective was to perform … Describe the procedures you employed to ensure that the information you received was reasonable and
  6. hcup-us.ahrq.gov/db/nation/neds/NEDS2017Introduction.pdf
    December 01, 2019 - The main objective of a stratified sample is to ensure that it is representative of the target universe … To ensure that all of trauma centers are identified for the NEDS, the ACS/COT list of trauma centers … To ensure that weights are used appropriately and estimates and variances are calculated accurately, … It is critical to check all ICD-9-CM and/or ICD-10-CM/PCS codes used for analysis to ensure the codes … Confidentiality of Records Limitations on selected data elements to ensure patient confidentiality:
  7. hcup-us.ahrq.gov/db/nation/neds/NEDS2018Introduction.pdf
    November 01, 2020 - The main objective of a stratified sample is to ensure that it is representative of the target universe … To ensure that all trauma centers are identified for the NEDS, ATS reviews the ACS/COT list of trauma … To ensure that weights are applied appropriately and estimates and variances are calculated accurately … It is critical to check all ICD-9-CM and/or ICD-10-CM/PCS codes used for analysis to ensure that the … Confidentiality of Records Limitations on selected data elements to ensure patient confidentiality
  8. hcup-us.ahrq.gov/db/nation/neds/NEDS2019Introduction.pdf
    September 01, 2021 - The main objective of a stratified sample is to ensure that it is representative of the target universe … To ensure that all trauma centers are identified for the NEDS, ATS reviews the ACS/COT list of trauma … To ensure that weights are applied appropriately and estimates and variances are calculated accurately … It is critical to check all ICD-9-CM and/or ICD-10-CM/PCS codes used for analysis to ensure that the … Confidentiality of Records Limitations on selected data elements to ensure patient confidentiality
  9. hcup-us.ahrq.gov/db/nation/neds/NEDS_Introduction_2019.jsp
    January 01, 2019 - The main objective of a stratified sample is to ensure that it is representative of the target universe … To ensure that all trauma centers are identified for the NEDS, ATS reviews the ACS/COT list of trauma … To ensure that weights are applied appropriately and estimates and variances are calculated accurately … It is critical to check all ICD-9-CM and/or ICD-10-CM/PCS codes used for analysis to ensure that the … Partner-Specific Restrictions Confidentiality of Hospitals Limitations on sampling to ensure
  10. hcup-us.ahrq.gov/reports/statbriefs/sb234-Adverse-Drug-Events.pdf
    June 01, 2016 - “other pancytopenia,” we excluded the pancytopenia codes (284.11 and 284.12) from our analysis to ensure … anaphylactic reactions due to causes other than vaccines, we excluded code 999.42 from our analysis to ensure … included serum reactions due to causes other than vaccines, we excluded code 999.52 from our analysis to ensure
  11. hcup-us.ahrq.gov/db/nation/nass/NASS_Introduction_2020.jsp
    January 01, 2020 - The following three objectives guided the definition of data elements in all HCUP databases: Ensure … The main objective of a stratified sample is to ensure that it is representative of the target universe … It is essential to check all procedure codes used for analysis to ensure that the codes are in effect … It is critical to check all ICD-10-CM codes used for analysis to ensure that the codes are in effect … Data Restrictions Confidentiality of Hospitals Limitations on sampling to ensure hospital
  12. hcup-us.ahrq.gov/db/nation/nass/2020_NASS_Introduction.pdf
    January 01, 2020 - The following three objectives guided the definition of data elements in all HCUP databases: • Ensure … The main objective of a stratified sample is to ensure that it is representative of the target universe … It is essential to check all procedure codes used for analysis to ensure that the codes are in effect … It is critical to check all ICD-10-CM codes used for analysis to ensure that the codes are in effect … Confidentiality of Records Limitations on selected data elements to ensure patient confidentiality:
  13. hcup-us.ahrq.gov/db/nation/nass/2019_NASS_Introduction.pdf
    January 01, 2019 - The following three objectives guided the definition of data elements in all HCUP databases: • Ensure … The main objective of a stratified sample is to ensure that it is representative of the target universe … It is essential to check all procedure codes used for analysis to ensure that the codes are in effect … It is critical to check all ICD-10-CM codes used for analysis to ensure that the codes are in effect … Confidentiality of Records Limitations on selected data elements to ensure patient confidentiality:
  14. hcup-us.ahrq.gov/db/nation/nass/NASS_Introduction_2019.jsp
    January 01, 2019 - The main objective of a stratified sample is to ensure that it is representative of the target universe … It is essential to check all procedure codes used for analysis to ensure that the codes are in effect … It is critical to check all ICD-10-CM codes used for analysis to ensure that the codes are in effect … Data Restrictions Confidentiality of Hospitals Limitations on sampling to ensure hospital … Confidentiality of Records Limitations on selected data elements to ensure patient confidentiality
  15. 2014-04 (pdf file)

    hcup-us.ahrq.gov/reports/methods/2014-04.pdf
    January 01, 2014 - To ensure that the NIS sample is representative of the target universe of U.S. community hospitals and … To ensure a self-weighted sample that has 20 percent of the universe within each stratum represented … The main reason for this comparison was to ensure that the modifications to the universe described … Under the SYS design, the sample weights ensure that every sample estimate is equal to the universe … Under the original NIS design, the sample weights ensure that every sample estimate is equal to the
  16. hcup-us.ahrq.gov/db/nation/nis/reports/NISRedesignFinalReport040914.pdf
    June 11, 2014 - To ensure that the NIS sample is representative of the target universe of U.S. community hospitals and … To ensure a self-weighted sample that has 20 percent of the universe within each stratum represented … The main reason for this comparison was to ensure that the modifications to the universe described … Under the SYS design, the sample weights ensure that every sample estimate is equal to the universe … Under the original NIS design, the sample weights ensure that every sample estimate is equal to the
  17. hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/data_collection.jsp
    February 01, 2025 - The organization�s leadership need to ensure that the vendor has a clear understanding of the project
  18. hcup-us.ahrq.gov/db/nation/kid/kidchecklist.jsp
    November 01, 2024 - understand the KID database design, its strengths and limitations, and how it has changed over time to ensure
  19. hcup-us.ahrq.gov/db/nation/nis/APS-DRGsV20WeightsManual.pdf
    January 06, 2025 - purpose of this step was to identify potential problems in the preceding data processing steps and to ensure … Normalized weights for the APS-DRGs were standardized to ensure that the average weight calculated
  20. hcup-us.ahrq.gov/db/nation/nass/NASS_Introduction_2018.jsp
    January 01, 2018 - The main objective of a stratified sample is to ensure that it is representative of the target universe … It is essential to check all procedure codes used for analysis to ensure that the codes are in effect … It is critical to check all ICD-10-CM codes used for analysis to ensure that the codes are in effect … Data Restrictions Confidentiality of Hospitals Limitations on sampling to ensure hospital … Confidentiality of Records Limitations on selected data elements to ensure patient confidentiality

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