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301. Maskedstats Nis 2015 Core Weighted (pdf file)
     hcup-us.ahrq.gov/db/nation/nis/tools/stats/MaskedStats_NIS_2015_Core_Weighted.PDF
     January 01, 2015 - Observations 7153989 Sum of Weights 35769942 Statistics Variable Label N N Miss Minimum Maximum Mean Std Error … 2 Means of Continuous Data Elements Statistics Variable Label N N Miss Minimum Maximum Mean Std Error

302. Maskedstats Nrd 2018 Core Weighted (pdf file)
     hcup-us.ahrq.gov/db/nation/nrd/stats/MaskedStats_NRD_2018_Core_Weighted.PDF
     January 01, 2018 - 2 Means of Continuous Data Elements Statistics Variable Label N N Miss Minimum Maximum Mean Std Error … 3 Means of Continuous Data Elements Statistics Variable Label N N Miss Minimum Maximum Mean Std Error … 4 Means of Continuous Data Elements Statistics Variable Label N N Miss Minimum Maximum Mean Std Error … 5 Means of Continuous Data Elements Statistics Variable Label N N Miss Minimum Maximum Mean Std Error … 6 Means of Continuous Data Elements Statistics Variable Label N N Miss Minimum Maximum Mean Std Error

303. 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 FAQs…

304. 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 FAQs…

305. HCUP-US KID Overview
     hcup-us.ahrq.gov/kidoverview.jsp
     July 01, 2025 - utilities in Windows® and Macintosh® cannot decompress or decrypt these zip files and will produce an error

306. 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.

307. 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…

308. 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…

309. 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

310. 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…

311. 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

312. 2006 05 Nistrendsreport 1988-2004A (pdf file)
     hcup-us.ahrq.gov/reports/methods/2006_05_NISTrendsReport_1988-2004A.pdf
     January 01, 2006 - For example, the margins of error under the 2012 design are expected to be about 53 percent of the … 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 … weight given each mean was inversely proportional to its estimated variance (square of the standard error … The error terms are designated .

313. 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

314. Exhibit 4.2. Average Charges for the Most Frequent Conditions
     hcup-us.ahrq.gov/reports/factsandfigures/figures/2005/2005_4_2.jsp
     January 01, 2005 - Exhibit 4.2. Average Charges for the Most Frequent Conditions Exhibit 4.2. Average Charges for the Most Frequent Conditions Average Charge per Stay and per Day, Average Length of Stay, Discharges, and Charges for the Top 10 Principal Diagnoses with Highest Charges per Stay, 2005 CCS Principal Diagno…

315. 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

316. Motor Vehicle Crash Mortality among Northwest AI/AN (pdf file)
     hcup-us.ahrq.gov/datainnovations/raceethnicitytoolkit/or31.pdf
     October 08, 2012 - Motor Vehicle Crash Mortality among Northwest AI/AN Northwest Portland Area Indian Health Board Indian Leadership for Indian Health Motor Vehicle Crash Mortality among Northwest American Indians & Alaska Natives Improving Data & Enhancing Access (IDEA-NW) Project, NW Tribal EpiCenter Megan …

317. Enhancing Hawaii Hospital Information Content: Data Acquisition.
     hcup-us.ahrq.gov/datainnovations/clinicalcontentenhancementtoolkit/hi25.jsp
     September 01, 2014 - Composite Id with Check digit DT Date DTM Date/Time EI Entity Identifier ERL Error … HHIC shall not raise an error due to the presence of a required element, but may raise an error due to … in the element, but shall be able to successfully process the message if the element is omitted (no error … However, HHIC will not generate an application error if it receives the element. … 14 TOTAL 22 Web Monitoring Remote access 3 3 9 3 9 0 0 1 3 Error

318. 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.

319. 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

320. 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