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  1. hcup-us.ahrq.gov/reports/methods/2010_03.pdf
    January 01, 2010 - Discharge Estimates for the 25 Most Common Principal Diagnoses, NIS, 2007 ........... 15  Figure 3. … Discharge Estimates for the 25 Most Common Principal Procedures, NIS, 2007 ......... 18  Figure 4. … Medicare Discharge Estimates for the 25 Most Common DRGs in the NIS, 2007 ........ 29  Figure 5. … Nearly all NIS discharge estimates closely align with the discharge counts from the AHA Survey. … Reliable estimates from the NIS are possible even for rare conditions.
  2. hcup-us.ahrq.gov/news/exhibit_booth/HCUPOverviewPresentationDeck_083021.pdf
    March 10, 2021 - The NEDS must be weighted to produce national and regional hospital estimates. … Generate national and regional pediatric estimates of healthcare statistics. … Generate national estimates of all- cause and condition-specific readmissions. … Generate national and regional estimates for hospital-owned ED visits. … • How do my estimates using an HCUP database compare with HCUPnet (validation)?
  3. hcup-us.ahrq.gov/news/exhibit_booth/HCUPOverviewDeck_121422.pdf
    February 09, 2022 - The NEDS must be weighted to produce national and regional hospital estimates. … Generate national and regional pediatric estimates of healthcare statistics. … Generate national estimates of all- cause and condition-specific readmissions. … Generate national and regional estimates for hospital-owned ED visits. … • How do my estimates using an HCUP database compare with HCUPnet (validation)?
  4. hcup-us.ahrq.gov/reports/statbriefs/sb223-Ambulatory-Inpatient-Surgeries-2014.jsp
    January 01, 2014 - Self-reported facility estimates from the American Hospital Association suggest that a growing share … b Based on population estimates from the U.S. … b Based on population estimates from the U.S. … The NIS is intended for national estimates only; no State-level estimates can be produced. … The 2012 NIS was redesigned to optimize national estimates.
  5. hcup-us.ahrq.gov/news/exhibit_booth/HCUPOverviewDeck_092921.pdf
    March 10, 2021 - The NEDS must be weighted to produce national and regional hospital estimates. … Generate national and regional pediatric estimates of healthcare statistics. … Generate national estimates of all- cause and condition-specific readmissions. … Generate national and regional estimates for hospital-owned ED visits. … • How do my estimates using an HCUP database compare with HCUPnet (validation)?
  6. hcup-us.ahrq.gov/reports/methods/2009_02.pdf
    January 01, 2009 - For State-level estimates, the SID were used to create individual state-specific disparities analysis … files that were designed to provide estimates for the State Snapshots Website, a derivative product … Data Source: Urban Institute and Kaiser Commission on Medicaid and the Uninsured estimates based on … Estimates that did not satisfy these criteria were set to missing. … to the unadjusted estimates for the numerator S in formula A.1.
  7. hcup-us.ahrq.gov/reports/methods/2016-03.pdf
    January 01, 2016 - Beginning with 2012 data, the NIS was redesigned to improve national estimates. … of inpatient discharges for injury from 2001–2011 with estimates for 2012 using the redesigned NIS, … the prior year estimates were recalculated for this Method Series report using the NIS trend weights … Estimates for the total U.S. are from the National (Nationwide) Inpatient Sample (NIS). … National estimates for 2001–2011used the NIS trend weights for estimates consistent with the 2012 redesigned
  8. hcup-us.ahrq.gov/reports/statbriefs/sb111.pdf
    May 01, 2011 - All differences between subgroup estimates noted in the text are statistically significant at the 0.05 … Census Bureau for regional population estimates and population estimates by age and sex. … The regional estimates were from the ―Table 1: Annual Estimates of the Resident Population for the United … The population estimates by age and sex were from ―Table 2: Annual Estimates of the Resident Population … Median community-level income denominator data was from Claritas Population Estimates, 2001 to 2009
  9. hcup-us.ahrq.gov/reports/statbriefs/sb111.jsp
    May 01, 2011 - All differences between subgroup estimates noted in the text are statistically significant at the 0.05 … Census Bureau for regional population estimates and population estimates by age and sex. … The regional estimates were from the "Table 1: Annual Estimates of the Resident Population for the United … The population estimates by age and sex were from "Table 2: Annual Estimates of the Resident Population … urban-rural population denominator data was from Claritas Population Estimates, 2006 to 2009.
  10. hcup-us.ahrq.gov/reports/statbriefs/sb120.pdf
    September 01, 2011 - Second, the national estimates of eating disorder- related hospital stays are provided for each specific … To improve the accuracy, all annual estimates are two-year averages (e.g., the estimate for 1999 2000 … estimates for eating disorders hospital stays by payer, age, and sex in 1999 2000, 2005 2006, 2007 … National estimates of eating disorder hospitalizations 1999 2000 Average over 1999 and 2000 … Hospitalizations for specific eating disorder categories Table 2 provides the national estimates of
  11. hcup-us.ahrq.gov/reports/methods/2006_8.pdf
    January 01, 2006 - **Calculated using Urban Institute and Kaiser Commission on Medicaid and the Uninsured estimates based … The threshold selected for reporting estimates in this report is a relative standard error less than … For disparities analysis file estimates, the standard errors are calculated as described in the HCUP … Standard error estimates for age/sex adjusted inpatient rates per 100,000 population using the 2003 … to the unadjusted estimates for the numerator S in formula A.1.
  12. hcup-us.ahrq.gov/reports/methods/2005_06.pdf
    January 01, 2005 - **Calculated using Urban Institute and Kaiser Commission on Medicaid and the Uninsured estimates based … The threshold selected for reporting estimates in this report is a relative standard error less than … For disparities analysis file estimates, the standard errors are calculated as described in the HCUP … Standard error estimates for age/sex adjusted inpatient rates per 100,000 population using the 2002 … to the unadjusted estimates for the numerator S in formula A.1.
  13. hcup-us.ahrq.gov/reports/methods/2004-05.pdf
    January 01, 2004 - **Calculated using Urban Institute and Kaiser Commission on Medicaid and the Uninsured estimates based … The threshold selected for reporting estimates in this report is at least 70 unweighted cases in the … For disparities analysis file estimates, the standard errors are calculated as described in the HCUP … Standard error estimates for age/sex adjusted inpatient rates per 100,000 population using the 2001 … to the unadjusted estimates for the numerator S in formula A.1.
  14. hcup-us.ahrq.gov/db/nation/nass/NASS_Introduction_2017.jsp
    January 01, 2017 - Weighted, it estimates approximately 10.6 million major ambulatory surgery encounters and 13.7 million … To produce national estimates, weights MUST be used. … However, some adjustment still may be necessary for the estimates of totals. … Variance estimates must account for both the sampling design and the form of the statistic. … Examples include estimates of expenditure and utilization patterns.
  15. hcup-us.ahrq.gov/db/nation/nass/NASS_Introduction_2016.pdf
    January 01, 2016 - Weighted, it estimates approximately 10.6 million major ambulatory surgery encounters and 13.6 million … To produce national estimates, weights MUST be used. … However, some adjustment still may be necessary for the estimates of totals. … Variance estimates must account for both the sampling design and the form of the statistic. … Examples include estimates of expenditure and utilization patterns.
  16. hcup-us.ahrq.gov/db/nation/neds/NEDS2020Introduction.pdf
    September 01, 2022 - Calculating National Estimates To produce national estimates, weights MUST be applied to the sample … Summary independent benchmarks for NEDS estimates are in Appendix D. … Missing Values Missing data values can compromise the quality of estimates. … However, some adjustment may still be necessary for the estimates of totals. … Examples would be estimates of expenditure and utilization patterns.
  17. hcup-us.ahrq.gov/reports/methods/2010_06.pdf
    January 01, 2010 - and used the SID for State-level estimates. … Estimates that did not satisfy these criteria were set to missing. … If coding changes cause earlier estimates to not be comparable to the later estimates, then the earlier … estimates are not reported. … to the unadjusted estimates for the numerator S in formula A.1.
  18. hcup-us.ahrq.gov/news/newsletters/newsltrQ4_2022.jsp
    January 01, 2022 - The NASS produces national estimates of in-scope ambulatory surgery encounters in hospital-owned facilities … The NEDS generates national estimates about emergency department visits across the country, regardless … Update to HCUP Online Tutorial Series The Producing National HCUP Estimates Online Tutorial … tutorial demonstrates how the HCUP nationwide databases can be used to produce national and regional estimates … The Producing National Estimates Tutorial, along with other helpful HCUP interactive courses, can be
  19. hcup-us.ahrq.gov/reports/statbriefs/sb147.jsp
    January 01, 2013 - Census Bureau, National Intercensal Estimates, 2000-2010 and Claritas Population Estimates, 2009. … Census Bureau, National Intercensal Estimates, 2000-2010 and Claritas Population Estimates, 2009. … Census Bureau, National Intercensal Estimates, 2000-2010. … Census Bureau, National Intercensal Estimates, 2000-2010. … Census Bureau, National Intercensal Estimates, 2000-2010 and Claritas Population Estimates, 2009-2010
  20. hcup-us.ahrq.gov/reports/statbriefs/sb16.pdf
    November 01, 2006 - All differences between estimates noted in the text are statistically significant at the 0.05 level … CDC estimates that approximately 200,000 hospitalizations for “flu complications” occur each year. … The estimates in this publication focus on only those hospitalizations that were explicitly coded as … Data Source The estimates in this Statistical Brief are based on data from the HCUP 2004 Nationwide … Supplemental sources included data on regional population estimates from Table 8: Annual Estimates of

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