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  1. hcup-us.ahrq.gov/reports/factsandfigures/2009/sources_methods.jsp
    January 01, 2009 - 2009 PDF SOURCES AND METHODS Unit of Analysis The unit of analysis is the hospital stay ratherthan the patient. … clinically meaningful categories that are sometimes more useful for presenting descriptive statistics than
  2. C (pdf file)

    hcup-us.ahrq.gov/reports/methods/2010_05.pdf
    January 01, 2010 - other than the known history—then this census view has to be reconsidered. … Does the analyst conclude that females had a higher complication rate than males in 2008? … The female complication rate was higher than that for males. … Rather, it is meant to emphasize the specificity of the population for which the statistics are calculated … We can state plainly that the female complication rate was higher than the male complication rate in
  3. hcup-us.ahrq.gov/reports/statbriefs/sb234-Adverse-Drug-Events.jsp
    January 01, 2018 - In contrast, the length of stay was less than half a day longer (4.2 percent higher) in 2014 than in … more than one ADE cause. … included in the tables are actual values, not estimates, because the data include a census of discharges ratherthan a sample of discharges. … Because we analyze numbers for the actual population rather than a sample, there is no need to estimate
  4. hcup-us.ahrq.gov/reports/statbriefs/sb11.pdf
    August 01, 2006 - from 2 vagina C-sec Over a were d 38 per when were p Since births has de VBAC had a 13.7 in than … The average s associated with un- icated C-sections were 0, which is more than greater than the … who previous C-section to 2003—a decline of more 0 percent. 3, private insurance was for more than … $5,000 greater than the mean charge for all routine vaginal deliveries. … The principal procedure is the procedure that was performed for definitive treatment rather than one
  5. hcup-us.ahrq.gov/reports/statbriefs/sb11.jsp
    June 11, 2008 - The average charges associated with uncomplicated C-sections were $11,500, which is more than $5,000 … greater than the mean charge for all routine vaginal deliveries. … example, the average charges associated with uncomplicated C-sections were $11,500, which was more than … $5,000 greater than the mean charge for all routine vaginal deliveries. … The principal procedure is the procedure that was performed for definitive treatment rather than one
  6. hcup-us.ahrq.gov/reports/statbriefs/sb12.jsp
    May 12, 2016 - Private insurance was billed for more than 60 percent of hospital stays for appendicitis, a condition … Mean hospital costs for GI cancers were also higher than costs for non-cancer GI conditions. … Conversely, more than 60 percent of hospitalizations for appendicitis were billed to private insurers … GI organs, peritoneum” (which comprise a number of infrequent conditions and often include symptoms ratherthan specific GI disorders).
  7. hcup-us.ahrq.gov/reports/statbriefs/sb194-Inpatient-Mortality-High-Volume-Conditions.pdf
    November 01, 2014 - design—starting with 2012, the NIS is a sample of discharge records from all HCUP-participating hospitals, ratherthan a sample of hospitals from which all discharges were retained (as is the case for NIS years before … of hospitals and discharges supplied by the statewide data organizations that contribute to HCUP, ratherthan the definitions used by the American Hospital Association (AHA) Annual Survey of Hospitals. … The new sampling strategy is expected to result in more precise estimates than those that resulted from
  8. hcup-us.ahrq.gov/reports/statbriefs/sb10.pdf
    July 01, 2006 - Hispanics were more than 2.4 times more likely than non-Hispanic whites to be hospitalized for hypertension … use the number of hospitalizations for appendicitis and newborns, respectively, in the denominators, ratherthan U.S. population data. … rate less than 1.0. … A relative rate significantly less than 1.0 or greater than 1.0 may signal disparities in the quality
  9. hcup-us.ahrq.gov/reports/statbriefs/sb186-Operating-Room-Procedures-United-States-2012.jsp
    December 01, 2014 - In 2012, there were more than 28 million nonmaternal and nonneonatal hospital stays, which cost more … than $342 billion. … sample design—the NIS is now a sample of discharge records from all HCUP-participating hospitals , ratherthan a sample of hospitals from which all discharges were retained. … of hospitals and discharges supplied by the statewide data organizations that contribute to HCUP, rather
  10. hcup-us.ahrq.gov/reports/methods/TrendReport2005_1.pdf
    March 19, 2004 - 31 When is it Appropriate to Use Hospital Weights Rather than Discharge Weights? … When is it Appropriate to Use Hospital Weights Rather than Discharge Weights? … than prescriptive. … hospitals from the universe and weight sample discharges up to the AHA count of hospital discharges (rather … Nevertheless, perhaps elderly patients hospitalized for affective disorders tended to be discharged rather
  11. hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/hi31.jsp
    September 01, 2014 - Rather than 19, we would need only 2.
  12. hcup-us.ahrq.gov/reports/statbriefs/sb54.pdf
    August 01, 2008 - percen compared to wealthier co Even though percent of th population w Medicaid, it expected pa than … lts, mood re nearly twice e the principal sthma-related s than for stays tion of asthma. … with asthma noted as a secondary condition Asthma is often a secondary reason for hospitalization ratherthan the principal reason. … ” included ZIP Codes with median income level greater than or equal to $36,000.
  13. hcup-us.ahrq.gov/reports/statbriefs/sb64.pdf
    December 01, 2008 - More than 90 percent of pressure ulcer-related stays among adults were for the principal treatment … as the secondary diagnosis, rather than the principal reason for admission. … 65 years old, resulting in a mean age (71.9 years) that was more than ten years older than patients … When more than one payer is listed for a hospital discharge, the first-listed payer is used. … *Includes hospital stays for both adults and children less than 18 years old.
  14. hcup-us.ahrq.gov/db/nation/nis/reports/NIS_2003_Design_Report_Edited_012506.pdf
    January 01, 2003 - The 2003 NIS includes data from 37 states, two more than the 2002 NIS. … The 2003 NIS includes data from 37 states – two more states than the 2002 NIS and 29 more states than … For example, a medium-sized teaching hospital would be considered a rather large rural hospital. … This is in contrast to the superpopulation model, which adopts a stochastic viewpoint rather than a … Further, the sample weights were developed as annual, cross-sectional weights, rather than longitudinal
  15. hcup-us.ahrq.gov/reports/statbriefs/sb240-Co-occurring-Physical-Mental-Substance-Conditions-Hospital-Stays.pdf
    February 01, 2018 - Among stays for a physical health condition in 2014, co- occurring M/SUDs—  Were present for more than … Physical health stays were over 15 times more common overall than M/SUD stays (27.8 vs. 1.8 million … among patients in other payer categories (less than 83 percent) and among Whites (85.5 percent) than … design—starting with 2012, the NIS is now a sample of discharge records from all HCUP-participating hospitals, rather … of hospitals and discharges supplied by the statewide data organizations that contribute to HCUP, rather
  16. hcup-us.ahrq.gov/reports/statbriefs/sb187-Hospital-Stays-Children-2012.pdf
    January 01, 2012 - All other OR procedures occurred in fewer than 20,000 hospital stays and at a rate of fewer than 21 … When more than one payer is listed for a hospital discharge, the first-listed payer is used. … sample design—the NIS is now a sample of discharge records from all HCUP- participating hospitals, ratherthan a sample of hospitals from which all discharges were retained … of hospitals and discharges supplied by the statewide data organizations that contribute to HCUP, rather
  17. hcup-us.ahrq.gov/reports/statbriefs/sb121.pdf
    September 01, 2011 - ■ Readmissions were more likely for some groups of patients than others. … ■ Costs were consistently higher for readmissions than for initial stays. … Costs were more than 50 percent higher for the readmission with COPD as any diagnosis ($10,900) or … Because we are describing a population rather than a sample that represents an underlying population … Costs were consistently higher for readmissions than for index stays (table 3).
  18. hcup-us.ahrq.gov/reports/methods/2004-05.pdf
    January 01, 2004 - combined race/ethnicity categories to classify patients on admission to the hospital, often by observing ratherthan asking the patient. … 30% of the discharges in the hospital had the race reported as “other”, more than 50% of the discharges … approach because we view the outcomes as a result of myriad processes that go into treatment decisions ratherthan being the result of specific, fixed processes generating outcomes for a specific population and
  19. hcup-us.ahrq.gov/db/nation/nis/reports/NIS_2002_Design_Report.pdf
    January 01, 2002 - The 2002 NIS includes data from 35 states, two more than the 2001 NIS. … The 2002 NIS includes data from 35 states – two more states than the 2001 NIS and 27 more states than … For example, a medium-sized teaching hospital would be considered a rather large rural hospital. … This is in contrast to the superpopulation model, which adopts a stochastic viewpoint rather than a … Further, the sample weights were developed as annual, cross-sectional weights, rather than longitudinal
  20. hcup-us.ahrq.gov/reports/statbriefs/sb225-Inpatient-US-Stays-Trends.pdf
    December 01, 2016 - All other hospitalization types decreased less than 10 percent. … All other types of hospital stays decreased less than 10 percent. … In both years, females had higher rates of hospital stays than males. … design—starting with 2012, the NIS is now a sample of discharge records from all HCUP-participating hospitals, rather … of hospitals and discharges supplied by the statewide data organizations that contribute to HCUP, rather

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