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  1. MS2020-03 (pdf file)

    hcup-us.ahrq.gov/reports/methods/2020-03.pdf
    January 01, 2020 - from the payer information provided in the source data; however, in some cases, generic or unclear … In some cases, the HCUP Partner also provides expanded, more detailed versions of the payer codes (e.g … However, in some cases the data source values and source documentation do not allow for unambiguous … In these cases, because explicit codes for Medicare Advantage exist within the HCUP Partner’s payer … In these cases, the generic codes were assumed to represent private BCBS plans.
  2. hcup-us.ahrq.gov/reports/statbriefs/HCUP-SB312-508.pdf
    September 27, 2024 - ■ From 2016 to 2021, the overall rate of SMM (i.e., cases with and without a COVID-19 diagnosis) … increased 40 percent, from 72.0 cases per 10,000 delivery stays in 2016 to 101.1 in 2021 … annual rate of SMM delivery stays by patient characteristics comparing 2016 and 2021 overall (i.e., cases … SMM) by patient characteristics and COVID-19 status, 2016 and 2021 Characteristic Number of SMM cases … Notes: Total number of SMM cases is rounded to the nearest 100. aRate per 10,000 delivery stays; bwith
  3. hcup-us.ahrq.gov/db/nation/nis/APS-DRGsV20DefinitionsManual.pdf
    January 13, 2015 - Note that the "without MCC" category includes cases both with and without CCs. … For remaining cases, set the Consolidated DRG (CDRG). … Assign an APS-DRGs® Group Number to remaining cases. … NEONATE This Appendix can not be used to assign CDRGs to newborn and neonatal cases. … All other cases are assigned to the CDRG to the right of the "W/O ESWL" label.
  4. hcup-us.ahrq.gov/db/nation/nis/APS-DRGs%20V21%20Definitions%20Manual.pdf
    January 13, 2015 - Note that the "without MCC" category includes cases both with and without CCs. … For remaining cases, set the Consolidated DRG (CDRG). … Assign an APS-DRGs® Group Number to remaining cases. … NEONATE This Appendix can not be used to assign CDRGs to newborn and neonatal cases. … All other cases are assigned to the CDRG to the right of the "W/O ESWL" label.
  5. hcup-us.ahrq.gov/db/nation/kid/kid_2003_introduction_rpt.jsp
    January 01, 2003 - UNCBRTH = 1) Complicated in-hospital births (HOSPBRTH = 1 and UNCBRTH = 0) All other pediatric cases … It also lists the differences in types of hospitals and age inclusion for pediatric cases. … CHLDWT_U 1997 Weight to pediatric cases in universe for national estimates. … When you detect anomalies (such as large numbers of missing cases), perform descriptive statistics by … Because very few cases have more than 15 diagnoses or procedures, the diagnosis and procedure vectors
  6. hcup-us.ahrq.gov/datainnovations/raceethnicitytoolkit/or28.pdf
    November 15, 2011 - hospital discharge system (2008 data) Increased ascertainment of AI/AN admissions >200% Among matched cases
  7. hcup-us.ahrq.gov/db/nation/nis/APS-DRGsWeightsV27Public.pdf
    April 01, 2010 - Issues were identified in cases where the weight for the lower severity exceeded the middle severity … In such cases, the anomalous weight category is combined with the middle category and the weight for … In cases where the lower severity weight is in excess of the middle severity and the middle severity … Given the lack of cases in APS-DRG 8704, this DRG was combined with 8705. … Table 3-2 on page 14 lists the 9 APS-DRGs® with fewer than 25 weighted cases based upon their observed
  8. hcup-us.ahrq.gov/reports/natstats/his95/clinclas.htm
    January 01, 1999 - Within a level, the categories are mutually exclusive; for example, the number of cases in categories … 1.1.1, 1.1.2, 1.1.3, and 1.1.4 will sum to the number of cases in "1.1 Bacterial infection." … For example, charge data were available for more than 90 percent of cases in all but two diagnosis categories … Paralysis" (present for 83.7 percent of cases) and "255. … Administrative/social admission" (present for 89 percent of cases).
  9. hcup-us.ahrq.gov/reports/statbriefs/sb39.pdf
    October 01, 2007 - The group labeled "other" includes diagnoses of drug- related mental disorders, cases of drug abuse or … dependence in pregnancy or affecting newborns, and cases related to combined or unspecified drug abuse … Hospital stays related to hallucinogen abuse were rare, representing only 0.5 percent of all drug abuse cases … The group labeled "other" includes diagnoses of drug-related mental disorders, cases of drug abuse or … dependence in pregnancy or affecting newborns, and cases related to combined or unspecified drug abuse
  10. 2015 01 (pdf file)

    hcup-us.ahrq.gov/reports/methods/2015_01.pdf
    January 01, 2015 - Also, by eliminating cases with missing values, potentially valuable information contained in the … completely at random (MCAR), meaning that the probability of a missing value is the same for all cases … Then, if the observed data include an indicator for surgical cases, we would say that total charges … Thus, the regression “adjusts” predictions for cases with missing values. … (survey nonrespondents) or cases with missing data are often reweighted according to the sample
  11. hcup-us.ahrq.gov/reports/statbriefs/sb154.pdf
    March 01, 2013 - Readmission rates were even higher for some less frequent procedures—nearly one in three in some cases … Inpatient Databases (SID), 2010, Agency for Healthcare Research and Quality (AHRQ). -- Indicates too few cases … Inpatient Databases (SID), 2010, Agency for Healthcare Research and Quality (AHRQ). -- Indicates too few cases … Inpatient Databases (SID), 2010, Agency for Healthcare Research and Quality (AHRQ). -- Indicates too few cases … Inpatient Databases (SID), 2010, Agency for Healthcare Research and Quality (AHRQ). -- Indicates too few cases
  12. hcup-us.ahrq.gov/db/vars/dqtr/nassnote.jsp
    August 01, 2019 - For these cases, a temporary discharge quarter = 3 was used for the DRG grouper and ICD-9-CM verification
  13. hcup-us.ahrq.gov/db/nation/nis/APS-DRGs%20V22%20Weights%20Manual.pdf
    March 01, 2005 - Table 3-2 on page 10 lists the 35 APS-DRGs® with fewer than 50 weighted cases nationally in 2002, based … The logic of CDRG 315 has been modified to include cases with a principal diagnosis of Type I diabetes … MDC 22 – BURNS: Full thickness burn cases that also receive long term mechanical ventilation (procedure … Page 2 For assistance, please call Client Services at (800) 999-DRGS (3747) Insight No. 310 All cases … PROCEDURES UNRELATED TO THE PRINCIPAL DIAGNOSIS: The cases assigned to CDRG 468 (Extensive O.R.
  14. hcup-us.ahrq.gov/reports/methods/2015_09.jsp
    January 01, 2015 - Top Missing Values The procedures presented in this report omit cases with missing values from all … It should be noted that if the cases with and without missing values are assumed to be similar with respect … This assumes that the means and rates based on nonmissing cases would be representative of the means … and rates of missing cases. … from complex samples. 13 In this context, the survey weights are not used to weight the sampled cases
  15. hcup-us.ahrq.gov/reports/methods/2015-09.pdf
    January 01, 2015 - MISSING VALUES The procedures presented in this report omit cases with missing values from all calculations … It should be noted that if the cases with and without missing values are assumed to be similar with … This assumes that the means and rates based on nonmissing cases would be representative of the means … and rates of missing cases. … create an ASCII file for use by STATA. */ libname IN “location of NIS file” ; /* Subset diabetes cases
  16. hcup-us.ahrq.gov/reports/statbriefs/sb207-Sports-Hospital-Emergency-Department-2013.pdf
    January 01, 2013 - In these cases, the visit or stay is counted separately for each identified sports activity. … In these cases, the visit or stay is counted separately for each identified sports activity. … In these cases, the visit is counted separately for each identified sports activity. … In these cases, the stay is counted separately for each identified sports activity. … In these cases, the visit is counted separately for each identified sports activity.
  17. hcup-us.ahrq.gov/reports/ataglance/HCUPanalysisCdiff2022.pdf
    December 08, 2022 - achieve and sustain progress in protecting patients from the transmission of serious and, in some cases … Treatment of severe cases may require a colectomy and may result in death. … Timely information on the burden of C. diff cases in the inpatient setting provides analysts and policymakers … C. diff cases that resolved without an inpatient stay are not captured in the trends.
  18. hcup-us.ahrq.gov/reports/statbriefs/sb43.pdf
    December 01, 2007 - In the vast majority of these cases, pulmonary heart disease was recorded as a secondary condition … However, 416.1 is extremely rare, contributing fewer than 100 cases to the estimates presented here. … The numbers of cases differ substantially from the CDC study, which reported 260,000 hospital stays … pulmonary heart disease as a secondary diagnosis (Percentage of secondary pulmonary heart disease cases
  19. hcup-us.ahrq.gov/reports/statbriefs/sb3.pdf
    April 01, 2006 - These principal conditions included septicemia (where 11.8 percent of all cases also had pressure sores … Note: A small number of cases not represented on the graph were covered by other types of insurance, … Note: A small number of cases not represented on the graph were covered by other types of insurance,
  20. hcup-us.ahrq.gov/datainnovations/clinicaldata/ahrq-collect-transmission1.pdf
    January 15, 2008 - POA indicator for non-Medicare cases) • Availability of LOINC® codes for laboratory data

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