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321. Figure 5: Sample Georgia Minority Health Report Card: Barrow County
     hcup-us.ahrq.gov/figures/figure5_re_rpt.jsp
     July 01, 2016 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … statistics on the racial/ethnic composition of Barrow County, a table with the county grade for various measures

322. Healthcare Cost and Utilization Project (HCUP) KID Notes
     hcup-us.ahrq.gov/db/vars/recnum/kidnote.jsp
     September 01, 2008 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … RECNUM can be used to link the KID Core and Severity Measures file.

323. Nisvariables1988-2014Forhcup-Us (pdf file)
     hcup-us.ahrq.gov/db/nation/nis/NISvariables1988-2014forHCUP-US.pdf
     October 14, 2016 - Yes Yes Yes Yes Yes Yes Yes DIED DISCWT Core, Hospital Discharge weight on Core file and Hospital Weights … Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes DISCWT DISCWT_F Hospital Discharge weights … Yes Yes Yes -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- DISCWT_F DISCWT_S Hospital Discharge weights … - -- -- -- -- -- -- -- -- -- DISCWT_S DISCWT_U Hospital Discharge weight on Core file and Hospital Weights … Stratum information is also in the Hospital Weights file. -- -- -- -- -- -- -- -- -- -- Yes Yes Yes

324. Nisvariables1988-2012Forhcup-Us (pdf file)
     hcup-us.ahrq.gov/db/nation/nis/NISvariables1988-2012forHCUP-US.pdf
     May 14, 2013 - Yes Yes Yes Yes Yes Yes Yes DIED DISCWT Core, Hospital Discharge weight on Core file and Hospital Weights … -- Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes DISCWT DISCWT_F Hospital Discharge weights … Yes Yes Yes Yes Yes -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- DISCWT_F DISCWT_S Hospital Discharge weights … - -- -- -- -- -- -- -- -- -- DISCWT_S DISCWT_U Hospital Discharge weight on Core file and Hospital Weights … Stratum information is also in the Hospital Weights file. -- -- -- -- -- -- -- -- -- -- Yes Yes Yes

325. Microsoft Word - Stand Alone R-E Exec Sum 4-28 for web.docx (pdf file)
     hcup-us.ahrq.gov/reports/race/StandAloneR_EExecSum4_28forweb.pdf
     March 11, 2011 - health care quality varies by population; the 2009 edition concludes that nearly two- thirds of the measures … categories of documents: • Data reports: Compile race/ethnicity-specific metrics and performance measures … Indicators Presented, Unit(s) of Analysis, and Comparison Rate(s) The most commonly presented measures … Every featured state data report also included measures of health care access/utilization, such as avoidable … Some already measure this while others are exploring ways to do so.

326. INTRODUCTION TO THE HCUP NATIONAL INPATIENT SAMPLE (NIS), 2016
     hcup-us.ahrq.gov/db/nation/nis/NIS_Introduction_2016.jsp
     January 01, 2016 - of disease severity measures. … Linkage between the Inpatient Core file and the Disease Severity Measures file Prior to the … files (record = hospital) Table 3 for the Disease Severity Measures files (record = inpatient stay … Return to Introduction Variance Calculations It may be important for researchers to calculate a measure … of an appropriate method for calculating variances for nationwide estimates depends on the type of measure

327. Methods Report Describing 2016-2020 HCUP Data in the National Healthcare Quality and Disparities Report (NHQDR) Methods Series Report 2023-01 (pdf file)
     hcup-us.ahrq.gov/reports/methods/MS2023-01-NHQDRMethodsReport_508.pdf
     November 21, 2023 - area- based measures. … The AHRQ QIs measure an event that occurs in a hospital, requiring a numerator count of the event of … The States that met the inclusion criteria for developing the national-level weights in the final NHQDR … as a percent of the national measure. … Discharge-level weights included with the NEDS are used to produce national estimates.

328. Cost of Disparities Fact Sheet (pdf file)
     hcup-us.ahrq.gov/reports/race/ReportcardsIB.pdf
     September 26, 2011 - RACIAL AND ETHNIC HEALTH DISPARITIES: STATE EXPERIENCE Using Report Cards to Measure Racial … document states produce is a “report card,” or a publication that uses data from race/ethnicity-specific measures … This issue brief focuses on New Mexico’s experience using report cards to measure racial and ethnic … Report card measures assess risk factors and condition prevalence/incidence (e.g., youth obesity, chlamydia … Conclusion State report cards that assign letter grades based on race/ethnicity-specific measures

329. HCUP-US Index Page
     hcup-us.ahrq.gov/tech_assist/index_stu.jsp
     February 01, 2022 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … Sampling design - NIS SASD SEDD Serving the Uninsured: Safety-Net Hospitals, 2003 Severity Measures … Hospital Market Structure (HMS) Files Software Tools - KID-Trend File Software Tools - NIS-Trend Weights … - HCUP Tools Loading Tutorial Trends for National Estimates (PDF report) Trend Tables Trends Weights

330. Process Diagram for Linking Data
     hcup-us.ahrq.gov/datainnovations/raceethnicitytoolkit/or20.jsp
     July 01, 2014 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … Using SID as analytic dataset, report on quality/completeness of race data for AI/AN; other outcome measures

331. Enhancing the Clinical Content of Administrative Data - Present on Admission (POA) Toolkit: Feedback and Reporting Tools
     hcup-us.ahrq.gov/datainnovations/clinicaldata/tkfeedback.jsp
     July 01, 2016 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … Management) Hospital-Specific Reports POA Distribution Tables and Tables on Patient Safety Measures

332. NIS Database Documentation - Corrections
     hcup-us.ahrq.gov/db/nation/nis/corrections_2011.jsp
     January 01, 2011 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … correctly merged with the Diagnosis and Procedure Groups File (NIS_2011_DX_PR_GRPS) or the Disease Severity Measures

333. AHRQ Slide Template 2019-Regular (pdf file)
     hcup-us.ahrq.gov/news/exhibit_booth/HCUPOverviewDeck_121422.pdf
     February 09, 2022 - assignment is not mutually exclusive Some codes cross-classified to more than one comorbidity measure … Clinically similar comorbidity measures Some comorbidity measures clinically similar but differentiated … American Hospital Association (AHA) Linkage Files • Supplemental Variables for Revisit Analyses • Trend Weights … revisit/revisit.jsp http://www.hcup-us.ahrq.gov/toolssoftware/revisit/revisit.jsp NIS and KID Trend Weights … Files Adjust Discharge Weights for Longitudinal Analyses • Adjust discharge weights to account for

334. Clinical Content Enhancement Toolkit
     hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/data_collection.jsp
     February 01, 2025 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … Linking laboratory data to administrative data also provides more accurate risk adjustments and better measures … While hospital datasets generally contain more detailed measures of patient demographics, comorbidities … Linked data can be used as a measure of patient outcomes based on hospital mortality rates, and also

335. THE HCUP NATIONWIDE READMISSIONS DATABASE (NRD), 2014
     hcup-us.ahrq.gov/db/nation/nrd/NRD_Introduction_2010-2014.jsp
     January 01, 2014 - Weights by Patient Age and Sex, 2011 Table A.5.5 Range of Discharge Weights by Patient Age and Sex … and Procedure Groups File (NRD_yyyy_DX_PR_GRPS.zip, where yyyy indicates the data year) Severity Measures … Series reports that provide additional information on readmissions: Overview of Key Readmission Measures … This report describes 12 key measures of hospital readmissions from different agencies or companies. … The 12 measures were selected for inclusion because they are: (1) endorsed by the National Quality Forum

336. Availability Of Kid Data Elements 2009 (pdf file)
     hcup-us.ahrq.gov/db/nation/kid/Availability_of_KID_Data_Elements_2009.pdf
     January 01, 2009 - comorbidity measure: Depression -- -- Yes Yes Yes CM_DEPRESS CM_DM Severity AHRQ comorbidity measure … comorbidity measure: Obesity -- -- Yes Yes Yes CM_OBESE CM_PARA Severity AHRQ comorbidity measure: Paralysis … during hospitalization Yes Yes Yes Yes Yes DIED DISCWT Core Discharge weight on Core file and Hospital Weights … those that involve total charges DISCWT_U Core, Hospital Discharge weight on Core file and Hospital Weights … Stratum information is also in the Hospital Weights file. -- Yes Yes Yes Yes KID_STRATUM LOS Core Length

337. Slide 1 (pdf file)
     hcup-us.ahrq.gov/datainnovations/clinicaldata/FL20LOINCIntroductionHammond.pdf
     February 25, 2008 - Examples – Urine – Blood – Abdomen – Heart 25 Feburary 2008 Hammond 11 TYPE OF SCALE • The scale of measure … • Scales may be – Quantitative (true measurement) – Ordinal (ranked set of options) – Nominal (e.g.

338. 2002 HCUP Nationwide Inpatient Sample (NIS) Comparison Report
     hcup-us.ahrq.gov/db/nation/nis/reports/2002niscomparisonrpt.jsp
     June 01, 2016 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … As a result, the NIS includes approximately 7.8 million discharges from 984 hospitals, with weights to … Because NIS weights are based on the AHA survey, there was close agreement between the two sources. … The AHA-derived sampling weights in the NIS yield discharge counts consistent with the AHA universe, … When other differences were observed, inconsistency was generally limited to one other measure.

339. Ms2022-01-Nhqdrmethodsreport (pdf file)
     hcup-us.ahrq.gov/reports/methods/MS2022-01-NHQDRMethodsReport.pdf
     October 28, 2022 - area- based measures. … The AHRQ QIs measure an event that occurs in a hospital, requiring a numerator count of the event of … The States that met the inclusion criteria for developing the national-level weights in the final NHQDR … as a percent of the national measure. … Discharge-level weights included with the NEDS are used to produce national estimates.

340. Methods Applying AHRQ Quality Indicators to Healthcare Cost and Utilization Project (HCUP) Data for the 2021 National Healthcare Quality and Disparities Report (NHQDR) (pdf file)
     hcup-us.ahrq.gov/reports/methods/MS2021-03-NHQDRMethodsReport.pdf
     December 09, 2021 - area- based measures. … The AHRQ QIs measure an event that occurs in a hospital, requiring a numerator count of the event of … The States that met the inclusion criteria for developing the national-level weights in the final NHQDR … as a percent of the national measure. … Discharge-level weights included with the NEDS are used to produce national estimates.