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  1. hcup-us.ahrq.gov/reports/statbriefs/sb182-Medicaid-Uninsured-Hospitalizations-2012.jsp
    October 01, 2014 - data define this as the principal procedure —the procedure that is performed for definitive treatment rather … 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
  2. hcup-us.ahrq.gov/reports/statbriefs/sb164.jsp
    October 01, 2013 - 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 … Across all ADE causes, infants younger than 1 year had rates that were 83 to 97 percent lower than those … Antibiotics: Age less than 1 year: 1.7*.
  3. hcup-us.ahrq.gov/reports/statbriefs/sb180-Hospitalizations-United-States-2012.pdf
    January 01, 2012 - 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 … Stays other than maternal/neonatal stays or surgical stays were considered medical stays.
  4. hcup-us.ahrq.gov/db/nation/nis/reports/NIS_1994_Design_Report.jsp
    January 01, 1994 - This prevented the sample from including more than 40 percent of Illinois discharges. … However, it was implemented for exclusion rather than inclusion. … This was 12 hospitals more than the target sample size of 156. … 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
  5. hcup-us.ahrq.gov/reports/statbriefs/sb236-Atrial-Fibrillation-Hospital-Stays-Trends.pdf
    August 22, 2017 - For example, the rate was 16,309 per 100,000 adults aged 85 years or older in 2014—more than 3 times … higher than the rate for adults in the next oldest age group at 5,397 per 100,000 adults aged 65–84 … 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
  6. hcup-us.ahrq.gov/db/vars/ageday/nisnote.jsp
    September 01, 2008 - NIS Description of Data Elements   AGEDAY - Age in days (when AGE is less than … Georgia Prior to 2001, AGEDAY is coded differently in Georgia than in the other HCUP states. … days using a mix of days (for patients up to one month old) and 30-day intervals for (patients older than … one month): Patients age less than 1 month old is coded in days from 0 to 30 (i.e., 0, 1, 2, 3 etc … Beginning in 1994, the source supplied age group categories rather than reporting age in days.
  7. hcup-us.ahrq.gov/reports/statbriefs/sb75.pdf
    June 01, 2009 - of sports-related injuries were "treat-and-release" cases (i.e., the child was released from the ED rather … Across all five conditions, boys were more frequently hospitalized than girls. … in hospitalization in more than half the ED visits (51.8 percent). … year; thus, the rates should be interpreted as the rate of "visits" or "rate of hospitalizations" rather … **Counts suppressed due to small cell size (less than 11).
  8. hcup-us.ahrq.gov/reports/statbriefs/sb236-Atrial-Fibrillation-Hospital-Stays-Trends.jsp
    February 01, 2018 - vs. 17.5 percent) and much more likely to die during hospitalization (2.1 percent vs. 0.1 percent) than … For example, the rate was 16,309 per 100,000 adults aged 85 years or older in 2014—more than 3 times … 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
  9. hcup-us.ahrq.gov/reports/statbriefs/sb200-Procedures-Treat-Uterine-Fibroids.jsp
    January 01, 2016 - Medicaid paid for more inpatient stays than AS visits. Table 1. … a We report hospital charges rather than costs because Cost-to-Charge Ratios are not available for ambulatory … data define this as the principal procedure —the procedure that is performed for definitive treatment rather … We report hospital charges rather than costs because Cost-to-Charge Ratios are not available for ambulatory … Together, the SID encompass more than 95 percent of all U.S. community hospital discharges.
  10. hcup-us.ahrq.gov/reports/natstats/his95/clinclas.htm
    January 01, 1999 - HCUP also includes statewide encounter data on services other than inpatient hospital care, such as … Information on age and sex was most reliable (error rates less than 1 percent), and principal diagnosis … Because the unit of analysis for this study is the inpatient stay rather than the patient, principal … The unit of analysis is the discharge, or hospital stay, rather than the patient. … Eighteen major diagnosis groupings were divided into more than 600 diagnosis categories and 16 major
  11. hcup-us.ahrq.gov/reports/statbriefs/sb205-Hospital-Discharge-Postacute-Care.jsp
    May 01, 2016 - More than 40 percent of discharges to PAC went to skilled nursing facilities (SNFs). … Stays discharged to PAC were much longer and more costly than those with routine discharges (7.0 days … These cases were not included here because they are considered PAC stays rather than acute inpatient … 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
  12. hcup-us.ahrq.gov/db/nation/nis/reports/NIS_1992_1988_Design_Report.jsp
    January 01, 1992 - For example, lengths of stay tend to be longer in East Coast hospitals than in West Coast hospitals. … Also, rural hospitals are generally smaller and offer fewer services than urban hospitals. … However, it was implemented for exclusion rather than inclusion. … 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. MAINTAIN AND EXPAND (pdf file)

    hcup-us.ahrq.gov/reports/methods/2011_03.pdf
    January 01, 2011 - Rather than attempt to cover all possible coding practices in all HCUP states (e.g., a thorough search … Report UB-04 (CMS 1450) Claims Guidelines The UB-04 (CMS 1450) claim form is used by facilities rather … Specifically, the field is intended to capture the diagnosis that occasioned the visit rather than the … than coding inconsistencies. … Rather, code the condition(s) to the highest degree of certainty for that encounter/visit, such as
  14. hcup-us.ahrq.gov/reports/statbriefs/sb210-Malnutrition-Hospital-Stays-2013.jsp
    September 01, 2016 - 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
  15. 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
  16. hcup-us.ahrq.gov/reports/statbriefs/sb132.jsp
    May 01, 2012 - approximately 12,000 children under the age of 15 will be diagnosed with cancer in 2012, and that more than … Increases in costs per stay were largely attributable to increases in cost per day, rather than increased … Increases in mean costs per stay were largely attributable to increases in mean cost per day, ratherthan increased length of hospital stay (data not shown). … When more than one payer is listed for a hospital discharge, the first-listed payer is used.
  17. hcup-us.ahrq.gov/reports/statbriefs/sb126.jsp
    February 01, 2012 - ) and 67 higher than for uninsured male newborns (39.8 percent received a circumcision). … the majority of these costs were attributable to the hospital stay during which the infant was born ratherthan the circumcision itself. … by Medicaid and 67 percent more likely than uninsured infants. … Software (CCS) The principal procedure is the procedure that was performed for definitive treatment rather
  18. hcup-us.ahrq.gov/db/vars/mdid_s/nisnote.jsp
    September 01, 2008 - following reasons: Some hospitals assign their own internal attending physician identification numbers ratherthan using the license numbers issued by the licensing agency of the physician or other health care … If 10 bytes match without the 11th byte, it is more than likely the same physician. … encrypted values supplied by the source in the 1999 inpatient data contained slightly different coding than … When the source values were shorter than six characters, the HCUP value was padded to bring it into conformity
  19. hcup-us.ahrq.gov/reports/UtilizFollowMedExpanSNHs.pdf
    December 16, 2020 - Results In expansion states, Medicaid inpatient stays increased by a smaller percentage at SNHs than … non-SNH services, which may be less costly, and to use emergency department (ED) services rather than … Additionally, the extent to which new privately insured patients use SNH rather than non- SNH services … Additionally, SNHs often experience resource constraints and budget reductions that result in eliminating rather … For non-SNHs, the expansion effect was stronger in 2016 than in 2014.
  20. 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

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