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21. Healthcare Cost and Utilization Project (HCUP) NIS Notes
    hcup-us.ahrq.gov/db/vars/totchg_x/nisnote.jsp
    September 01, 2008 - Any charges for professional fees and convenience items were subtracted from the reported total charges … Beginning in 1997, all reported professional fees and patient convenience items were subtracted from … No Charges The source reported total charges with the value of 1 for discharges with no charges ($0 … Beginning in 2007, the total charges were the charges reported for UB-04 revenue center "0001". … The data source reported incorrect charges for these hospitals.

22. Slide 1 (pdf file)
    hcup-us.ahrq.gov/datainnovations/clinicaldata/5MHAProjBenefits011508.pdf
    January 15, 2008 - and in financial penalties 4 Evaluation of Data Quality (1) Rates chronic conditions are not reported … as POA Comparison of rates chronic conditions and associated combination codes are reported as POA … Comparison of rates of reported hospital- acquired complications in high-risk patients discharged … dead and discharged alive 5 Evaluation of Data Quality (2) Rates conditions reported as POA are … laboratory data Rates cases with prolonged risk-adjusted lengths of stay do not have at least one reported

23. Healthcare Cost and Utilization Project (HCUP) NEDS Notes
    hcup-us.ahrq.gov/db/vars/multinjury/nedsnote.jsp
    May 01, 2015 - NEDS Description of Data Elements   MULTINJURY - Multiple ICD-9-CM injuries reported … Two HCUP variables indicate injuries are reported on the record: INJURY is used to indicate at least … one injury is reported in the first-listed or later diagnoses; MULTINJURY is used to indicate that more … than one injury is reported, regardless of diagnosis position. … 0 One or no injury diagnosis reported 1 More than one injury diagnosis reported, regardless of position

24. Healthcare Cost and Utilization Project (HCUP) KID Notes
    hcup-us.ahrq.gov/db/vars/totchg/kidnote.jsp
    September 01, 2008 - Beginning in 1997, all reported professional fees and patient convenience items were subtracted from … No Charges The source reported total charges with the value of 1 for discharges with no charges ($0 … Connecticut includes non-covered charges in the total charges if they are reported by hospitals, but … Beginning in 2007, the total charges were the charges reported for UB-04 revenue center "0001". … The data source reported incorrect charges for these hospitals.

25. HCUPanalysisCdiff2022 (pdf file)
    hcup-us.ahrq.gov/reports/ataglance/HCUPanalysisCdiff2022.pdf
    December 08, 2022 - These ICD-10-CM codes could be reported as either the principal or secondary diagnosis to identify C. … This allowed the rate of C. diff hospitalizations to be reported for all stays related to C. diff and … Table 2 and 3 display the rates for C. diff reported as present on admission to the hospital (Table … Rate of Adult, Nonmaternal Inpatient Stays with Any Diagnosis of Clostridioides difficile Reported as … Rate of Adult, Nonmaternal Inpatient Stays with Any Diagnosis of Clostridioides difficile Not Reported

26. New Measures to Access the Quality of Race/Ethnicity Reporting in State Databases (pdf file)
    hcup-us.ahrq.gov/datainnovations/raceethnicitytoolkit/ca20.pdf
    January 10, 2012 - hospitals > 10% unknown – 1 hospital > 20% unknown Candidate Audit Measures • Reflect self-reported … Agreement – Summary Level Data • Hospital Summary Level Data Estimated disagreement = Abs(Reported … – Predicted)/2 + % Unknown Reported = Distribution of race categories Predicted = Population mean … Agreement 6 0 7 0 8 0 9 0 1 0 0 50 60 70 80 90 100 % Match on race/ethnicity Agreement - mean reported … CCR Registrar CCR Existing Gold Standard for Self- Report Clinical Trials Database Self-reported

27. Healthcare Cost and Utilization Project (HCUP) NASS Notes
    hcup-us.ahrq.gov/db/vars/i10_multinjury/nassnote.jsp
    August 10, 2019 - NASS Description of Data Elements   I10_MULTINJURY - Multiple ICD-10-CM injuries reported … variables indicate initial encounters for injuries: I10_INJURY is used to indicate at least one injury is reported … the first-listed or later diagnoses; I10_MULTINJURY is used to indicate that more than one injury is reported … Values Variable Description Value Value Description I10_MULTINJURY Multiple ICD-10-CM injuries reported … on record 0 One or no injury diagnosis reported 1 More than one injury diagnosis reported, regardless

28. Healthcare Cost and Utilization Project (HCUP) NIS Notes
    hcup-us.ahrq.gov/db/vars/totchg/nisnote.jsp
    September 01, 2008 - Beginning in 1997, all reported professional fees and patient convenience items were subtracted from … No Charges The source reported total charges with the value of 1 for discharges with no charges ($0 … Connecticut includes non-covered charges in the total charges if they are reported by hospitals, but … Beginning in 2007, the total charges were the charges reported for UB-04 revenue center "0001". … The data source reported incorrect charges for these hospitals.

29. LOINC Mapping Tool Instructions
    hcup-us.ahrq.gov/datainnovations/clinicaldata/AppendixK_1LabCodingToolInstructions.jsp
    October 01, 2010 - Albumin – If albumin fraction is reported (1A1), then the total albumin also must be reported (1A2). … Base Units Deficit (Excess) – Either or both may be reported. 6. … When pO2 or O2 Saturation is reported, either FIO2 or O2 Flow Rate should be reported, if known. … If neither is reported, an FIO2 of 28 percent will be assumed. 17. … If number per volume is reported, corresponding total white blood count is required.

30. LOINC Overview and Instructions (pdf file)
    hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/mn14.pdf
    November 04, 2014 - For each LOINC code corresponding to a lab test result that will be reported by your hospital, please … Base Units Deficit (Excess) – Either or both may be reported. 6. … When pO2 or O2 Saturation is reported, either FIO2 or O2 Flow Rate should be reported, if known. … If neither is reported, an FIO2 of 20 percent will be assumed. 16. … If number per volume is reported, corresponding total white blood count is required.

31. HCUPanalysisCdiff2019 (pdf file)
    hcup-us.ahrq.gov/reports/ataglance/HCUPanalysisCdiff.pdf
    April 12, 2021 - These ICD-10-CM codes could be reported as either the principal or secondary diagnosis to identify C. … Diff reported as present on admission per 1,000 adult, nonmaternal discharges (Table 2). … Diff not reported as present on admission per 1,000 adult, nonmaternal discharges (Table 3). … • Hospital reported all diagnoses as present on admission on all discharges. … • Hospital reported POA only on Medicare discharges.

32. Healthcare Cost and Utilization Project (HCUP) NIS Notes
    hcup-us.ahrq.gov/db/vars/ageday/nisnote.jsp
    September 01, 2008 - AGEDAY is missing (.) if the age cannot be calculated and the reported age in days is missing. … An invalid calculated AGEDAY is not replaced by the reported age in days. … During HCUP processing, only the reported age in days could be used to assign AGEDAY. … Beginning in 2001, the reported Age in Days was used when AGEDAY could not be calculated. … During HCUP processing, only the reported age in days could be used to assign AGEDAY.

33. Healthcare Cost and Utilization Project (HCUP) NRD Notes
    hcup-us.ahrq.gov/db/vars/i10_birth/nrdnote.jsp
    August 10, 2015 - The data element I10_BIRTH identifies whether a diagnosis indicating the birth of a newborn is reported … Variable Description Value Value Description I10_BIRTH ICD-10-CM Birth Indicator 0 No birth diagnosis reported … on record 1 Birth diagnosis reported on record, born in a hospital 2 Birth diagnosis reported on record … , born outside hospital 3 Birth diagnosis reported on record, unspecified as to place of birth  

34. Healthcare Cost and Utilization Project (HCUP) KID Notes
    hcup-us.ahrq.gov/db/vars/ageday/kidnote.jsp
    September 01, 2008 - AGEDAY is missing (.) if the age cannot be calculated and the reported age in days is missing. … An invalid calculated AGEDAY is not replaced by the reported age in days. … Beginning in 2001, the reported Age in Days was used when AGEDAY could not be calculated. … Beginning in 2007, reported age in days was used if the calculated age in days was missing. … During HCUP processing, only the reported age in days could be used to assign AGEDAY.

35. Healthcare Cost and Utilization Project (HCUP) KID Notes
    hcup-us.ahrq.gov/db/vars/aweekend/kidnote.jsp
    September 01, 2008 - Florida Beginning in 1997, the reported admission day of week was used to assign AWEEKEND. … The data source in Florida has reported that during this time period, the reported value was sometimes … Michigan Prior to 2001, the reported admission day of week was used to assign AWEEKEND. … assignment of AWEEKEND varies by year in New York: Beginning in 2000 data, AWEEKEND is assigned from the reported … 1998-1999 data purchased from HCUP Central Distributor, AWEEKEND in New York was calculated from the reported

36. Icd-10Vignette Numberofcodes04072017 (pdf file)
    hcup-us.ahrq.gov/datainnovations/ICD-10Vignette_NumberOfCodes04072017.pdf
    April 07, 2017 - Number of Diagnosis and Procedure Codes Reported Under ICD-9-CM and ICD-10-CM/PCS. ONLINE. … Rather, compared with 2013–2014, the rate of increase in the mean number of diagnosis codes reported … • For inpatient stays, there was a small decrease in the mean number of procedures reported under … In 2015, in the SEDD and SASD, procedures mostly were reported using CPT codes. … These SEDD also have ICD-9-CM procedure codes reported in the first three quarters of 2015.

37. Healthcare Cost and Utilization Project (HCUP) NIS Notes
    hcup-us.ahrq.gov/db/vars/i10_birth/nisnote.jsp
    September 10, 2008 - The data element I10_BIRTH identifies whether a diagnosis indicating the birth of a newborn is reported … Variable Description Value Value Description I10_BIRTH ICD-10-CM Birth Indicator 0 No birth diagnosis reported … on record 1 Birth diagnosis reported on record, born in a hospital 2 Birth diagnosis reported on record … , born outside hospital 3 Birth diagnosis reported on record, unspecified as to place of birth  

38. Healthcare Cost and Utilization Project (HCUP) KID Notes
    hcup-us.ahrq.gov/db/vars/i10_birth/kidnote.jsp
    September 10, 2008 - The data element I10_BIRTH identifies whether a diagnosis indicating the birth of a newborn is reported … Variable Description Value Value Description I10_BIRTH ICD-10-CM Birth Indicator 0 No birth diagnosis reported … on record 1 Birth diagnosis reported on record, born in a hospital 2 Birth diagnosis reported on record … , born outside hospital 3 Birth diagnosis reported on record, unspecified as to place of birth  

39. 2015-06 (pdf file)
    hcup-us.ahrq.gov/reports/methods/2015-06.pdf
    January 01, 2015 - POA indicators can be reported with principal and secondary diagnoses, in addition to external cause … On the 4010 electronic claim for CMS, a “1” is to be reported for exempt diagnoses. … Across all nonexempt diagnoses (90.3 percent) were reported as present on admission (POA=Y). … (POA=Y) and more likely to have POA reported as not present on admission (POA=N). … the exempt diagnosis does not require that POA be reported.

40. Healthcare Cost and Utilization Project (HCUP) NEDS Notes
    hcup-us.ahrq.gov/db/vars/aweekend/nedsnote.jsp
    May 01, 2015 - Florida (SID) Beginning in 1997, the reported admission day of week was used to assign AWEEKEND. … The data source in Florida has reported that during this time period, the reported value was sometimes … Maryland (SID and SEDD) During HCUP processing, AWEEKEND was assigned using the reported admission … assignment of AWEEKEND varies by year in New York: Beginning in 2000 data, AWEEKEND is assigned from the reported … 1998-1999 data purchased from HCUP Central Distributor, AWEEKEND in New York was calculated from the reported