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301. INTRODUCTION TO THE HCUP NATIONAL INPATIENT SAMPLE (NIS), 2015
     hcup-us.ahrq.gov/db/nation/nis/NIS_Introduction_2015.jsp
     January 01, 2015 - sampling strategy produces more precise estimates than the previous NIS design by reducing sampling error … The self-weighting design of the new NIS reduces the margin of error for estimates and delivers more … For national-level estimates, the 2012 NIS systematic design reduces the margin of error by 42 to 48 … The systematic design also consistently reduced the margin of error for estimates at the DRG level. … Unbiased estimates of error variance are then obtained by comparing the actual values to the predicted

302. Exhibit 3.6. Orthopedic Procedures
     hcup-us.ahrq.gov/reports/factsandfigures/figures/2005/2005_3_6B.jsp
     January 01, 2005 - Exhibit 3.6. Orthopedic Procedures Exhibit 3.6. Orthopedic Procedures Growth in Discharges with Procedures on the Musculoskeletal System, 1993-2005 CCS Procedure Category and Name (All-listed Procedures) Number of Discharges with a Procedure Percent Growth in Discharges with a Procedure from 199…

303. Exhibit 2.10. Injuries
     hcup-us.ahrq.gov/reports/factsandfigures/figures/2005/2005_2_10b.jsp
     January 01, 2005 - Exhibit 2.10. Injuries Exhibit 2.10. Injuries Number of Discharges and Percent Change in Discharges with a Principal Diagnosis of Injuries, 1997-2005 CCS Principal Diagnosis Category and Name Discharges in Thousands Standard Errors in Thousands Percent Change 1997 2005 1997 2005 …

304. Incorporation of Laboratory Results into Statewide Hospital Data
     hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/hi31.jsp
     September 01, 2014 - HL7 interface $0 (open source) Commercial solution cost more New data feed Error

305. Healthcare Cost and Utilization Project (HCUP) NIS Notes
     hcup-us.ahrq.gov/db/vars/dshospid/nisnote.jsp
     September 01, 2008 - Healthcare Cost and Utilization Project (HCUP) NIS Notes An official website of the Department of Health & Human Services Search All AHRQ Websites Careers Contact Us Espanol …

306. Healthcare Cost and Utilization Project (HCUP) KID Notes
     hcup-us.ahrq.gov/db/vars/dshospid/kidnote.jsp
     September 01, 2008 - Healthcare Cost and Utilization Project (HCUP) KID Notes An official website of the Department of Health & Human Services Search All AHRQ Websites Careers Contact Us Espanol …

307. Results Final Report
     hcup-us.ahrq.gov/datainnovations/clinicaldata/3MSummaryResultsReportFinal.jsp
     October 03, 2010 - and excluded discharges from the analysis if: The discharge was classified to an ungroupable or error … Screening Criteria Percent of Discharges Failed Data Quality Screening Criteria Ungroupable - Error … The frequency of the laboratory test result values was also examined and extreme or error test results … The complete list and frequency of the test results identified as extreme or in error are shown in Appendix … The R 2 also summarizes the degree of error inherent in the Admission APR DRG and risk of mortality

308. HCUP_methods_series_cover.ai (pdf file)
     hcup-us.ahrq.gov/reports/methods/TrendReport2005_1.pdf
     March 19, 2004 - analyst might have to normalize the weights to sum to the sample size and provide better estimates of error … Hierarchical models account separately for the discharge-level error, the hospital-level error, and … variation in sample discharge weights across strata, which contributed to smaller estimates of standard error … weight given each mean was inversely proportional to its estimated variance (square of the standard error … The error terms are designated ει.

309. Microsoft Word - CentralDistributor_NIS88-97binderV5.doc (pdf file)
     hcup-us.ahrq.gov/db/nation/nis/NIS94_Overview_122104.pdf
     November 01, 2015 - files can be deleted. 5 Correction to the 1993 Nationwide Inpatient Sample A programming error … These programs have an error in the SPSS code and need the following corrections.

310. NEDS Related Reports
     hcup-us.ahrq.gov/db/nation/neds/nedsrelatedreports.jsp
     June 01, 2024 - NEDS Related Reports An official website of the Department of Health & Human Services Search All AHRQ Websites Careers Contact Us Espanol FAQs Email Updates …

311. Why the NIS should not be used to make State-level estimates
     hcup-us.ahrq.gov/db/nation/nis/nis_statelevelestimates.jsp
     January 01, 2016 - "Can I use older years of the NIS that include State identifiers to do State-level estimates?" AHRQ strongly advises researchers against using the NIS to estimate State-specific statistics. Prior to 2012, State is available as a NIS data element. However, these NIS samples were not designed to yield a representat…

312. Exhibit 3.1. Most Frequent All-listed Procedures
     hcup-us.ahrq.gov/reports/factsandfigures/figures/2005/2005_3_1.jsp
     January 01, 2005 - Exhibit 3.1. Most Frequent All-listed Procedures Exhibit 3.1. Most Frequent All-listed Procedures Number, Percent Distribution, and Rank of Discharges for the Most Frequent All-listed Inpatient Hospital Procedures, 1997, 2004, and 2005 All-listed Procedure CCS Condition Category and Name Number of…

313. Microsoft Word - APS_DRG_Def_Public_V211.doc (pdf file)
     hcup-us.ahrq.gov/db/nation/nis/APS-DRGs%20V21%20Definitions%20Manual.pdf
     January 13, 2015 - assign a birthweight category as follows: BIRTHWEIGHT VALUE BIRTHWEIGHT CATEGORY < 100 Grams 9 (Error … 2,499 Grams 1 (1,000 - 2,499 Grams) 2,500 - 9,000 Grams 2 (> 2,499 Grams) > 9,000 Grams 9 (Error … 76419, 76429 76499, 76509, 76519 2 (> 2,499 Grams) 76400, 76410, 76420 76490, 76500, 76510 9 (Error … Has a birthweight category of "9" (Error) been assigned in either Step 8 or 9? … PDX Invalid Illogical PDX Invalid Discharge Status or LOS Died LOS Transferred LOS Birthweight Error

314. Microsoft Word - covtoc.doc (pdf file)
     hcup-us.ahrq.gov/db/nation/nis/APS-DRGsV20DefinitionsManual.pdf
     January 13, 2015 - assign a birthweight category as follows: BIRTHWEIGHT VALUE BIRTHWEIGHT CATEGORY < 100 Grams 9 (Error … 2,499 Grams 1 (1,000 - 2,499 Grams) 2,500 - 9,000 Grams 2 (> 2,499 Grams) > 9,000 Grams 9 (Error … 76419, 76429 76499, 76509, 76519 2 (> 2,499 Grams) 76400, 76410, 76420 76490, 76500, 76510 9 (Error … Has a birthweight category of "9" (Error) been assigned in either Step 8 or 9? … PDX Invalid Illogical PDX Invalid Discharge Status or LOS Died LOS Transferred LOS Birthweight Error

315. Methods for Calculating Patient Travel Distance to Hospital in HCUP Data (pdf file)
     hcup-us.ahrq.gov/reports/methods/MS2021-02-Distance-to-Hospital.pdf
     May 26, 2021 - compares the distribution of the travel distances across the three scenarios using the root mean square error … 2,398,600 8.13 0.45 8.22 Noncore 1,811,797 10.56 0.40 10.64 Abbreviation: RMSE, root mean square error … variables - γ : vector of coefficients for urban/rural location dummy variables - εi : mean-zero error

316. Mnpoavideotranscript (pdf file)
     hcup-us.ahrq.gov/datainnovations/clinicaldata/MNPOAvideotranscript.pdf
     September 24, 2010 - Michael on screen:     Michael speaking:  My name is Michael Pine.  I’m an academic cardiologist who, for the past  two decades, has been developing and applying new methods of measuring and    improving clinical quality.  Today I’ll be sharing some information with you  about what we, as physicians, need to know abou…

317. Neds 2012 Maskedstats Core Weighted (pdf file)
     hcup-us.ahrq.gov/db/nation/neds/stats/NEDS_2012_MaskedStats_Core_Weighted.PDF
     January 01, 2012 - 18, 2014 2 Means of Continuous Data Elements Statistics Variable Label N N Miss Min Max Mean Std Error … 18, 2014 3 Means of Continuous Data Elements Statistics Variable Label N N Miss Min Max Mean Std Error … 18, 2014 4 Means of Continuous Data Elements Statistics Variable Label N N Miss Min Max Mean Std Error … 18, 2014 5 Means of Continuous Data Elements Statistics Variable Label N N Miss Min Max Mean Std Error

318. Neds 2010 Maskedstats Core Weighted (pdf file)
     hcup-us.ahrq.gov/db/nation/neds/stats/NEDS_2010_MaskedStats_Core_Weighted.PDF
     January 01, 2010 - Monday, October 29, 2012 1 Means of Continuous Data Elements Variable Label N N Miss Min Max Mean Std Error … Monday, October 29, 2012 2 Means of Continuous Data Elements Variable Label N N Miss Min Max Mean Std Error … Monday, October 29, 2012 3 Means of Continuous Data Elements Variable Label N N Miss Min Max Mean Std Error … Monday, October 29, 2012 4 Means of Continuous Data Elements Variable Label N N Miss Min Max Mean Std Error

319. Neds 2011V2 Maskedstats Core Weighted (pdf file)
     hcup-us.ahrq.gov/db/nation/neds/stats/NEDS_2011v2_MaskedStats_Core_Weighted.PDF
     November 03, 2014 - 2 Means of Continuous Data Elements Statistics Variable Label N Sum of Weights Min Max Mean Std Error … 3 Means of Continuous Data Elements Statistics Variable Label N Sum of Weights Min Max Mean Std Error … 4 Means of Continuous Data Elements Statistics Variable Label N Sum of Weights Min Max Mean Std Error … 5 Means of Continuous Data Elements Statistics Variable Label N Sum of Weights Min Max Mean Std Error

320. Neds 2011 Maskedstats Core Weighted (pdf file)
     hcup-us.ahrq.gov/db/nation/neds/stats/NEDS_2011_MaskedStats_Core_Weighted.PDF
     January 01, 2011 - Thursday, December 5, 2013 1 Means of Continuous Data Elements Variable Label N N Miss Min Max Mean Std Error … Thursday, December 5, 2013 2 Means of Continuous Data Elements Variable Label N N Miss Min Max Mean Std Error … Thursday, December 5, 2013 3 Means of Continuous Data Elements Variable Label N N Miss Min Max Mean Std Error … Thursday, December 5, 2013 4 Means of Continuous Data Elements Variable Label N N Miss Min Max Mean Std Error