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301. INTRODUCTION TO THE HCUP NATIONAL INPATIENT SAMPLE (NIS), 2012
     hcup-us.ahrq.gov/db/nation/nis/NIS_Introduction_2012.jsp
     January 01, 2012 - Files Table 3: Data Elements in the NIS Disease Severity Measures Files Table 4: Data Elements … of disease severity measures. … Refer to Table 3 in Appendix III for a list of data elements in the Severity Measures file. … files (record = hospital) Table 3 for the Disease Severity Measures files (record = inpatient stay … (to calculate national estimates) Discharge weights (weights for 1988–1993 are on Hospital Weights

302. Enhanced State Data Grants
     hcup-us.ahrq.gov/datainnovations/grants.jsp
     July 01, 2016 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … The Hawaii team continues to assess and improve data quality, and to conduct research to measure … The New York team conducted analyses that compared outcome measures, risk-adjustment models, comparative … standard" for R/E/L accuracy) Going forward, the California team will continue revising audit measures … sheets, pre/post training tests, and key informant surveys Conducted a patient telephone survey to measure

303. 2016-06 (pdf file)
     hcup-us.ahrq.gov/reports/methods/2016-06.pdf
     January 01, 2016 - Thus, whereas incidence and prevalence are defined as measures of disease occurrence and frequency, … In the case of HCUP, these terms can be thought of as measures of event occurrence and frequency, with … determine what populations contribute to the numerators and denominators of incidence and prevalence measures … is ideal, has a slightly different and less concerning set of limitations than does applying these measures … transient but can recur, the examples allow individuals who experienced past events to contribute to measures

304. Microsoft Word - CaseforPOAIndicator_final_060806 _2_.doc (pdf file)
     hcup-us.ahrq.gov/reports/methods/2007_02.pdf
     January 01, 2007 - Therefore, trend studies involving 1997 might prefer to employ other measures of hospital size, such … structure could also be characterized as discharges nested within years nested within hospitals (repeated measures … comorbidity measure: Depression -- -- Yes CM_DEPRESS CM_DM Severity AHRQ comorbidity measure: Diabetes … AHRQ comorbidity measure: Liver disease -- -- Yes CM_LIVER CM_LYMPH Severity AHRQ comorbidity measure … Severity AHRQ comorbidity measure: Obesity -- -- Yes CM_OBESE CM_PARA Severity AHRQ comorbidity measure

305. INTRODUCTION TO THE HCUP NATIONAL INPATIENT SAMPLE (NIS), 2013
     hcup-us.ahrq.gov/db/nation/nis/NIS_Introduction_2013.jsp
     January 01, 2013 - Files Table 3: Data Elements in the NIS 2013 Disease Severity Measures Files Table 4: Data Elements … of disease severity measures. … Refer to Table 3 in Appendix III for a list of data elements in the Severity Measures file. … files (record = hospital) Table 3 for the Disease Severity Measures files (record = inpatient stay … (to calculate national estimates) Discharge weights (weights for 1988–1993 are on Hospital Weights

306. NRD Description of Data Elements
     hcup-us.ahrq.gov/db/nation/nrd/nrddde.jsp
     May 01, 2024 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … anemias 2010-2015 Q3 Severity Q1Q3 Severity (not in Q4) CM_ARTH AHRQ comorbidity measure … disease 2010-2015 Q3 Severity Q1Q3 Severity (not in Q4) CM_COAG AHRQ comorbidity measure … abuse 2010-2015 Q3 Severity Q1Q3 Severity (not in Q4) CM_HTN_C AHRQ comorbidity measure … cancer 2010-2015 Q3 Severity Q1Q3 Severity (not in Q4) CM_NEURO AHRQ comorbidity measure

307. NIS Description of Data Elements
     hcup-us.ahrq.gov/db/nation/nis/nisdde.jsp
     February 01, 2025 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … anemias 2002-2015 Q3 Severity Q1Q3 Severity (not in Q4) CM_ARTH AHRQ comorbidity measure … disease 2002-2015 Q3 Severity Q1Q3 Severity (not in Q4) CM_COAG AHRQ comorbidity measure … abuse 2002-2015 Q3 Severity Q1Q3 Severity (not in Q4) CM_HTN_C AHRQ comorbidity measure … Hospital census region 1988-1992 Hospital   STRAT_ST Stratum for state-specific weights

308. 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

309. Kid 1997 Summarystats Core (pdf file)
     hcup-us.ahrq.gov/db/nation/kid/tools/stats/KID_1997_SummaryStats_CORE.PDF
     January 01, 1997 - 2006 The UNIVARIATE Procedure Variable: AGE (I:Age in years at admission) Moments N 1905797 Sum Weights … 2006 The UNIVARIATE Procedure Variable: LOS (I:Length of stay (cleaned)) Moments N 1899731 Sum Weights … The UNIVARIATE Procedure Variable: LOS_X (I:Length of stay (uncleaned)) Moments N 1905796 Sum Weights … 2006 The UNIVARIATE Procedure Variable: TOTCHG (I:Total charges (cleaned)) Moments N 1846949 Sum Weights … UNIVARIATE Procedure Variable: TOTCHG_X (I:Total charges (from data source)) Moments N 1854185 Sum Weights

310. INTRODUCTION TO THE HCUP KIDS' INPATIENT DATABASE (KID), 2009
     hcup-us.ahrq.gov/db/nation/kid/kid_2009_introduction.jsp
     January 01, 2009 - Data Elements in the KID Disease Severity Measures Files Table 4. … sets of disease severity measures. … for all States in the 2009 KID Disease Severity Measures Files. … measure: Hypothyroidism CM_LIVER 2003, 2006, 2009 AHRQ comorbidity measure: Liver disease … AHRQ comorbidity measure: Psychoses CM_PULMCIRC 2003, 2006, 2009 AHRQ comorbidity measure:

311. HEALTHCARE COST AND UTILIZATION PROJECT — HCUP (pdf file)
     hcup-us.ahrq.gov/db/nation/nis/NIS_2009_INTRODUCTION.pdf
     January 01, 2009 - Data Elements in the NIS Disease Severity Measures Files ............................ 16 HCUP NIS … of disease severity measures. … Refer to Table 3 in Appendix III for a list of data elements in the Severity Measures file. … weights. … for all States in the 2009 NIS Disease Severity Measures files.

312. 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.

313. 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.

314. 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

315. Statistical Brief #10
     hcup-us.ahrq.gov/reports/statbriefs/sb10.jsp
     July 10, 2006 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … The PQIs are a set of measures that can be used with hospital inpatient discharge data to identify quality … This PQI version includes measures for hospital admission rates for the following 16 ambulatory care-sensitive … Diagnoses Admission rates are based on principal diagnosis for all measures except diabetes-related … Reporting of race and ethnicity Race and ethnicity measures can be problematic in hospital discharge

316. NRD Related Reports
     hcup-us.ahrq.gov/db/nation/nrd/nrdrelatedreports.jsp
     June 01, 2020 - Procedure Classes for ICD-9-CM Surgery Flags for ICD-9-CM HCUP Supplemental Files NIS-Trend Weights … Readmissions and Revisits Using Hospital Administrative Data (PDF file, 301 KB) Overview of Key Readmission Measures

317. 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

318. HEALTHCARE COST AND UTILIZATION PROJECT — HCUP (pdf file)
     hcup-us.ahrq.gov/db/nation/kid/KID_2009_Introduction.pdf
     January 01, 2009 - sets of disease severity measures. … for all States in the 2009 KID Disease Severity Measures Files. … 2009 AHRQ comorbidity measure: Liver disease CM_LYMPH 2003, 2006, 2009 AHRQ comorbidity measure … measure: Obesity CM_PARA 2003, 2006, 2009 AHRQ comorbidity measure: Paralysis CM_PERIVASC 2003 … measure: Valvular disease CM_WGHTLOSS 2003, 2006, 2009 AHRQ comorbidity measure: Weight loss

319. 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.

320. 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.