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  1. hcup-us.ahrq.gov/reports/statbriefs/sb210-Malnutrition-Hospital-Stays-2013.pdf
    January 01, 2013 - Patients from rural areas tended to be hospitalized with malnutrition at a higher rate than did those … Overall, more than 1 in 10 hospital stays involving cachexia (11.7 percent) and more than 1 in 12 stays … data define this as the principal procedure—the procedure that is performed for definitive treatment rather … 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
  2. hcup-us.ahrq.gov/reports/statbriefs/sb208-Teen-Childbirth-Hospital-Stays-Trends.pdf
    January 01, 2016 - All data are reported for the hospital stay of the mother rather than the newborn. … Differences of greater than 10 percent are noted in the text. … deliveries among females less than 20 years of age in 2013 and are excluded. … 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
  3. hcup-us.ahrq.gov/reports/statbriefs/sb208-Teen-Childbirth-Hospital-Stays-Trends.jsp
    August 01, 2016 - All data are reported for the hospital stay of the mother rather than the newborn. … Differences of greater than 10 percent are noted in the text. … all deliveries among females less than 20 years of age in 2013 and are excluded. … 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
  4. hcup-us.ahrq.gov/reports/statbriefs/sb181-Hospital-Costs-United-States-2012.pdf
    January 01, 2012 - Introduction In 2012, health care expenditures in the United States accounted for more than 17 percent … More than half of stays covered by private insurance were surgical (52 percent). … 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
  5. hcup-us.ahrq.gov/db/nation/nis/reports/NIS_2000_Design_Report.jsp
    January 01, 2000 - The twenty-eight 2000 NIS states include four more states than the 1999 NIS and 20 more states than the … For example, a medium-sized teaching hospital would be considered a rather large rural hospital. … The number of hospitals in the Georgia frame is two less than the Georgia universe. … This is in contrast to the superpopulation model, which adopts a stochastic viewpoint rather than a deterministic … Further, the sample weights were developed as annual, cross-sectional weights rather than longitudinal
  6. hcup-us.ahrq.gov/db/nation/nis/reports/NIS_2000_Design_Report.pdf
    January 01, 2000 - The twenty-eight 2000 NIS states include four more states than the 1999 NIS and 20 more states than … For example, a medium- sized teaching hospital would be considered a rather large rural hospital. … • The number of hospitals in the Georgia frame is two less than the Georgia universe. … 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
  7. hcup-us.ahrq.gov/reports/statbriefs/sb191-Hospitalization-Mental-Substance-Use-Disorders-2012.pdf
    January 01, 2012 - greater than among stays without M/SUD diagnoses (6.0 percent) … Average length of stay was more than 38 percent higher for all M/SUD stays than for all other stays … When more than one payer is listed for a hospital discharge, the first-listed payer is used. … design—starting with 2012, the NIS is 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
  8. hcup-us.ahrq.gov/reports/factsandfigures/2008/sources_methods.jsp
    January 01, 2008 - 2008 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
  9. hcup-us.ahrq.gov/toolssoftware/revisit/UserGuide-SuppRevisitFilesCD.pdf
    October 01, 2024 - Many times researchers may be interested in knowing how many visits a distinct patient had rather than … The supplemental variables were labeled “revisit” rather than “readmission” intentionally. … In other words, these supplemental variables enable more than identification of hospital readmissions … This second qualification excludes less than 0.5 percent of the synthetic patient linkage numbers and … Sometimes when identifying an episode of care, rather than straight utilization, a period of time during
  10. hcup-us.ahrq.gov/datainnovations/ICD-10Vignette_NumberOfCodes04072017.pdf
    April 07, 2017 - Rather, compared with 2013–2014, the rate of increase in the mean number of diagnosis codes reported … • For the uninsured population, the number of procedures decreased faster from 2014– 2015 than from … • Diagnosis codes: Increased at a slower rate from 2014–2015 than from 2013–2014 o 2013–2014: 4.8 … • Diagnosis codes: Increased at a slower rate from 2014–2015 than from 2013–2014 o 2013–2014: 5.2 … Rather, compared with 2013–2014, the rate of increase in the number of diagnosis codes slowed from
  11. hcup-us.ahrq.gov/db/nation/nis/reports/NIS_2002_Design_Report.jsp
    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 deterministic … Further, the sample weights were developed as annual, cross-sectional weights, rather than longitudinal
  12. hcup-us.ahrq.gov/db/nation/nis/reports/NIS_2001_Design_Report.jsp
    January 01, 2001 - The 2001 NIS includes data from 33 states — five more states than the 2000 NIS and 25 more states than … For example, a medium-sized teaching hospital would be considered a rather large rural hospital. … The Hawaii frame contains seven hospitals less than the Hawaii universe. … This is in contrast to the superpopulation model, which adopts a stochastic viewpoint rather than a deterministic … Further, the sample weights were developed as annual, cross-sectional weights rather than longitudinal
  13. hcup-us.ahrq.gov/reports/statbriefs/sb181-Hospital-Costs-United-States-2012.jsp
    October 01, 2014 - More than half of stays covered by private insurance were surgical (52 percent). … and less than 2 percent in all adult age groups. … 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
  14. hcup-us.ahrq.gov/reports/statbriefs/sb219-Opioid-Hospital-Stays-ED-Visits-by-State.jsp
    October 31, 2016 - Rates for more than 40 individual States and the District of Columbia are provided for 2014 along with … Differences greater than 10 percent between estimates are noted in the text. … 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 … Together, the SID encompass more than 95 percent of all U.S. community hospital discharges.
  15. hcup-us.ahrq.gov/reports/statbriefs/sb219-Opioid-Hospital-Stays-ED-Visits-by-State.pdf
    October 31, 2016 - ■ Across States, the rate of opioid-related inpatient stays in 2014 varied more than five-fold. … ■ The rate of increase for opioid-related ED visits was greater than that for opioid-related … 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 … Together, the SID encompass more than 95 percent of all U.S. community hospital discharges.
  16. hcup-us.ahrq.gov/reports/statbriefs/sb222-Preeclampsia-Eclampsia-Delivery-Trends.jsp
    April 01, 2017 - The condition was less severe among white women than among black women. … In 2014, more than 1 in 10 delivery hospitalizations had a diagnosis of hypertension. … data define this as the principal procedure —the procedure that is performed for definitive treatment rather … 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
  17. hcup-us.ahrq.gov/reports/statbriefs/sb222-Preeclampsia-Eclampsia-Delivery-Trends.pdf
    December 01, 2016 - women, the rate of preeclampsia/eclampsia was 70 per 1,000 deliveries in 2014—60 percent higher than … ■ The condition was less severe among white women than among black women. … data define this as the principal procedure—the procedure that is performed for definitive treatment rather … 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
  18. hcup-us.ahrq.gov/reports/statbriefs/sb192-Pediatric-Preventable-Hospitalizations-Asthma-Diabetes.pdf
    December 01, 2014 - Differences greater than 10 percent are noted in the text. … 5 years, at 290.4 per 100,000 children aged less than 5 years. … However, the decrease in rate was less than 10 percent in small metropolitan areas and more than 20 … design—starting with 2012, the NIS is 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
  19. MAINTAIN AND EXPAND (pdf file)

    hcup-us.ahrq.gov/db/nation/nis/reports/Changes_in_NIS_Design_1998.pdf
    January 01, 1998 - Therefore, we decided to eliminate rehabilitation hospitals from the NIS (and the target universe) rather … random sample of hospitals would tend to yield a sample that is representative of the sampling frame rather … However, we do not want to stratify hospitals on occupancy rate for the NIS because it is an outcome rather … In fact, in the aggregate one would expect mortality to be predicted by case-mix severity rather than … The NHDS is the realization of a single sample rather than the average of 1,000 samples as we calculate
  20. hcup-us.ahrq.gov/reports/statbriefs/sb180-Hospitalizations-United-States-2012.jsp
    October 01, 2014 - The rate of hospital stays in 2012 was lower in the Pacific and Mountain divisions than in the other … the average cost of a hospital stay was lower for females than for males ($9,400 vs. $11,700). … 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

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