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421. ASCII Implementation Guide.
     hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/hi7.jsp
     July 01, 2016 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … Units of Measure Each laboratory test has a unique test code that represents both the laboratory test … and the unit of measure. … The laboratory test codes were designed to accept the submission of the units of measure used specified … information system personnel at your facility if you have questions regarding the laboratory units of measures

422. Microsoft Word - POA Methods 11_01.doc (pdf file)
     hcup-us.ahrq.gov/reports/methods/2011_05.pdf
     January 01, 2011 - Sufficient clinical detail and accurate coding are paramount for use of claims and administrative data to measure … Sufficient clinical detail and accurate coding are paramount for use of claims and administrative data to measure … The authors suggest that tracking this as a measure of coding accuracy could also serve as an indicator … The hazards of using administrative data to measure surgical quality. … Do pre-existing complications affect the failure to rescue quality measures?

423. Nis 1993 Summarystats (pdf file)
     hcup-us.ahrq.gov/db/nation/nis/tools/stats/NIS_1993_SummaryStats.PDF
     January 01, 1993 - Elements The UNIVARIATE Procedure Variable: AGE (I:Age in years at admission) Moments N 6537017 Sum Weights … Elements The UNIVARIATE Procedure Variable: LOS (I:Length of stay (cleaned)) Moments N 6532344 Sum Weights … The UNIVARIATE Procedure Variable: LOS_X (I:Length of stay (uncleaned)) Moments N 6538974 Sum Weights … UNIVARIATE Procedure Variable: TOTCHG_X (I:Total charges (from data source)) Moments N 6358225 Sum Weights … UNIVARIATE Procedure Variable: DISCWT_U (H:Weight to discharges in universe) Moments N 6538976 Sum Weights

424. Nis 1997 Summarystats (pdf file)
     hcup-us.ahrq.gov/db/nation/nis/tools/stats/NIS_1997_SummaryStats.PDF
     January 01, 1997 - 2005 The UNIVARIATE Procedure Variable: LOS (I:Length of stay (cleaned)) Moments N 7123113 Sum Weights … The UNIVARIATE Procedure Variable: LOS_X (I:Length of stay (uncleaned)) Moments N 7148418 Sum Weights … 2005 The UNIVARIATE Procedure Variable: TOTCHG (I:Total charges (cleaned)) Moments N 7010887 Sum Weights … UNIVARIATE Procedure Variable: TOTCHG_X (I:Total charges (from data source)) Moments N 7036575 Sum Weights … UNIVARIATE Procedure Variable: DISCWT_U (H:Weight to discharges in universe) Moments N 7148420 Sum Weights

425. Nis 1996 Summarystats (pdf file)
     hcup-us.ahrq.gov/db/nation/nis/tools/stats/NIS_1996_SummaryStats.PDF
     January 01, 1996 - Elements The UNIVARIATE Procedure Variable: LOS (I:Length of stay (cleaned)) Moments N 6524952 Sum Weights … The UNIVARIATE Procedure Variable: LOS_X (I:Length of stay (uncleaned)) Moments N 6542066 Sum Weights … 2005 The UNIVARIATE Procedure Variable: TOTCHG (I:Total charges (cleaned)) Moments N 6412825 Sum Weights … UNIVARIATE Procedure Variable: TOTCHG_X (I:Total charges (from data source)) Moments N 6430213 Sum Weights … UNIVARIATE Procedure Variable: DISCWT_U (H:Weight to discharges in universe) Moments N 6542069 Sum Weights

426. Nis 1994 Summarystats (pdf file)
     hcup-us.ahrq.gov/db/nation/nis/tools/stats/NIS_1994_SummaryStats.PDF
     January 01, 1994 - Elements The UNIVARIATE Procedure Variable: LOS (I:Length of stay (cleaned)) Moments N 6370843 Sum Weights … The UNIVARIATE Procedure Variable: LOS_X (I:Length of stay (uncleaned)) Moments N 6385007 Sum Weights … 2005 The UNIVARIATE Procedure Variable: TOTCHG (I:Total charges (cleaned)) Moments N 6222930 Sum Weights … UNIVARIATE Procedure Variable: TOTCHG_X (I:Total charges (from data source)) Moments N 6236998 Sum Weights … UNIVARIATE Procedure Variable: DISCWT_U (H:Weight to discharges in universe) Moments N 6385011 Sum Weights

427. Nis 1995 Summarystats (pdf file)
     hcup-us.ahrq.gov/db/nation/nis/tools/stats/NIS_1995_SummaryStats.PDF
     January 01, 1995 - Elements The UNIVARIATE Procedure Variable: LOS (I:Length of stay (cleaned)) Moments N 6696550 Sum Weights … The UNIVARIATE Procedure Variable: LOS_X (I:Length of stay (uncleaned)) Moments N 6714932 Sum Weights … 2005 The UNIVARIATE Procedure Variable: TOTCHG (I:Total charges (cleaned)) Moments N 6560269 Sum Weights … UNIVARIATE Procedure Variable: TOTCHG_X (I:Total charges (from data source)) Moments N 6578947 Sum Weights … UNIVARIATE Procedure Variable: DISCWT_U (H:Weight to discharges in universe) Moments N 6714935 Sum Weights

428. NEDSChangesBeginningDataYear2016 (pdf file)
     hcup-us.ahrq.gov/db/nation/neds/NEDSChangesBeginningDataYr2016.pdf
     September 01, 2021 - Hospital-level file o Hospital Weights File is a single file containing information on hospital characteristics … Newly Added Data Elements Data Element Name Description NEDS File Year Added CMR_aaab Comorbidity measures … codes Diagnosis and Procedure Groups 2019 CMR_VERSION Version of the Elixhauser Comorbidity Measure … b Where aaa denotes the specific comorbidity measure.

429. Calculating Community-Level Statistics for HCUPnet: Methods (pdf file)
     hcup-us.ahrq.gov/tech_assist/data_query/508_Methods_Community_Statistics20220128.pdf
     January 01, 2021 - Community-level statistics are measures created at the county (or county-equivalent) and sub-state regional … Metrics The community-level metrics capture various measures of hospital utilization and expenditures … County-level population estimates by sex and age were used for the per capita measures. … Standard population weights are computed using Claritas population counts. … State-level benchmarks involved creation of discharge-level completion weights, which were functions

430. Frequently Asked Questions for Coronary Procedures Project
     hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/ny14.jsp
     September 01, 2014 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … Clinical measures will include: Inpatient and 30-day risk-adjusted post-procedure mortality rates … Alternative measures of clinical performance will be compared and the most useful selected for detailed … Additional quality measures not supported by these registries would be highly desirable.

431. Neds 2007V2 Maskedstats Core (pdf file)
     hcup-us.ahrq.gov/db/nation/neds/stats/NEDS_2007v2_MaskedStats_Core.PDF
     April 09, 2010 - Continuous Data Elements Variable: DISCWT (Weight to ED Visits in AHA universe) Moments N 26627923 Sum Weights … Selected Continuous Data Elements Variable: AGE (Age in years at admission) Moments N 26625568 Sum Weights … Continuous Data Elements Variable: TOTCHG_ED (Total charge for ED services) Moments N 21730770 Sum Weights … of Location and Variability Tests For Location Quantiles AGE Moments Basic Measures of Location … and Variability Tests For Location Quantiles Missing Values TOTCHG_ED Moments Basic Measures

432. Neds 2008 Maskedstats Core (pdf file)
     hcup-us.ahrq.gov/db/nation/neds/stats/NEDS_2008_MaskedStats_Core.PDF
     January 01, 2008 - Continuous Data Elements Variable: DISCWT (Weight to ED Visits in AHA universe) Moments N 28447148 Sum Weights … Selected Continuous Data Elements Variable: AGE (Age in years at admission) Moments N 28445564 Sum Weights … Continuous Data Elements Variable: TOTCHG_ED (Total charge for ED services) Moments N 23513481 Sum Weights … of Location and Variability Tests For Location Quantiles AGE Moments Basic Measures of Location … and Variability Tests For Location Quantiles Missing Values TOTCHG_ED Moments Basic Measures

433. Neds 2007 Maskedstats Core (pdf file)
     hcup-us.ahrq.gov/db/nation/neds/stats/NEDS_2007_MaskedStats_Core.PDF
     January 01, 2007 - Continuous Data Elements Variable: DISCWT (Weight to ED Visits in AHA universe) Moments N 26971660 Sum Weights … Selected Continuous Data Elements Variable: AGE (Age in years at admission) Moments N 26969598 Sum Weights … Continuous Data Elements Variable: TOTCHG_ED (Total charge for ED services) Moments N 21948372 Sum Weights … of Location and Variability Tests For Location Quantiles AGE Moments Basic Measures of Location … and Variability Tests For Location Quantiles Missing Values TOTCHG_ED Moments Basic Measures

434. Nis 1990 Summarystats (pdf file)
     hcup-us.ahrq.gov/db/nation/nis/tools/stats/NIS_1990_SummaryStats.PDF
     January 01, 2023 - Elements The UNIVARIATE Procedure Variable: AGE (I:Age in years at admission) Moments N 6262118 Sum Weights … Elements The UNIVARIATE Procedure Variable: LOS (I:Length of stay (cleaned)) Moments N 6261899 Sum Weights … The UNIVARIATE Procedure Variable: LOS_X (I:Length of stay (uncleaned)) Moments N 6268512 Sum Weights … Elements The UNIVARIATE Procedure Variable: TOTCHG (I:Total charges (cleaned)) Moments N 6086863 Sum Weights … UNIVARIATE Procedure Variable: TOTCHG_X (I:Total charges (from data source)) Moments N 6093563 Sum Weights

435. Understanding Drivers of Health Care Disparities and Developing Targeted Interventions
     hcup-us.ahrq.gov/datainnovations/raceethnicitytoolkit/ca9.jsp
     July 01, 2014 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … Care System Flowchart Detecting Define health disparities Define vulnerable populations Measure … Success Successes Memorial Regional Hospital, Broward County, Florida: Increased heart failure ideal measure … Del Sol Medical Center, El Paso, Texas: Ideal care measure increased from 15% to 94%. … Articulating some important language about funding slide 26 Data Standards Must be for self-reported measures

436. LOINC Summary Report by Hospital
     hcup-us.ahrq.gov/datainnovations/clinicaldata/Appendix15BDformatCopyofSummarySheet.jsp
     May 15, 2011 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … FACILITY 5 BAYCARE   LOINC code LOINC Name Result Interface Code Result Name Unit of Measure … Result Interface Code Result Name Unit of Measure Result Interface Code Result Name Unit … of Measure Result Interface Code (ID) Result Interface Code (HISTESTCD) Result Name Unit of … Measure Result Interface Code (ID) Result Name Unit of Measure 1742-6 Alanine aminotransferase

437. Enhancing the Clinical Content of Administrative Data - Laboratory Data Toolkit
     hcup-us.ahrq.gov/datainnovations/clinicaldata/lvtoolkit.jsp
     August 01, 2011 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … readings—with administrative databases has been shown to provide more accurate risk-adjustments and better measures

438. Nationwide Readmissions Database (NRD)
     hcup-us.ahrq.gov/news/exhibit_booth/nrd_brochure.jsp
     May 01, 2017 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … characteristics Expected payer Total charges Discharge status Length of stay Severity and comorbidity measures

439. Statistical Brief #61: Potentially Preventable Hospitalizations among Hispanic Adults, 2006 (pdf file)
     hcup-us.ahrq.gov/reports/statbriefs/sb61.pdf
     October 01, 2008 - Hispanics had lower quality of care than non-Hispanic whites on two-thirds of its 32 core quality measures … and lower levels of access to care on 6 of 10 core access measures.1 Rates of potentially preventable … addition to providing rates for particular conditions, PQI software generates rates for a composite measure … of acute care and a composite measure of chronic care. … Reporting of race and ethnicity Race and ethnicity measures can be problematic in hospital discharge

440. HCUP-US Overview
     hcup-us.ahrq.gov/overview.jsp
     February 01, 2022 - The AHRQualityIndicators™ (QIs) are measures of healthcare quality that make use of readily available