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301. Exhibit 3.3. Childbirth
     hcup-us.ahrq.gov/reports/factsandfigures/figures/2005/2005_3_3b.jsp
     January 01, 2005 - Exhibit 3.3. Childbirth Exhibit 3.3. Childbirth Number and Percent of Maternal Stays by Birth Type, 1993-2005 All-listed Maternal Procedures 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 Discharges All maternal discharges 3,774,200 3,7…

302. Exhibit 2.10. Injuries
     hcup-us.ahrq.gov/reports/factsandfigures/figures/2005/2005_2_10.jsp
     January 01, 2005 - Exhibit 2.10. Injuries Exhibit 2.10. Injuries Number of Stays, Average Cost per Stay, Average Length of Stay, and In-hospital Death Rate for Discharges with an Injury Diagnosis, 2005 CCS Principal Diagnosis Category and Name Total Number of Stays in Thousands Average Costs per Stay Average Len…

303. Exhibit 3.3. Childbirth
     hcup-us.ahrq.gov/reports/factsandfigures/figures/2005/2005_3_3c.jsp
     January 01, 2005 - Exhibit 3.3. Childbirth Exhibit 3.3. Childbirth Number and Percent of Maternal Stays by Birth Type, 1993-2005 All-listed Maternal Procedures 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 Discharges All maternal discharges 3,774,200 3,7…

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

305. Neds 2022 Core Maskedstats Weighted (pdf file)
     hcup-us.ahrq.gov/db/nation/neds/stats/NEDS_2022_Core_MaskedStats_Weighted.PDF
     January 01, 2022 - Core File 15:48 Tuesday, November 5, 2024 3 Means of Continuous Data Elements Statistics Mean Std Error … Core File 15:48 Tuesday, November 5, 2024 5 Means of Continuous Data Elements Statistics Mean Std Error

306. Neds 2021 Core Maskedstats Weighted (pdf file)
     hcup-us.ahrq.gov/db/nation/neds/stats/NEDS_2021_Core_MaskedStats_Weighted.PDF
     January 01, 2021 - 2021 Core File 18:25 Friday, March 1, 2024 3 Means of Continuous Data Elements Statistics Mean Std Error … 2021 Core File 18:25 Friday, March 1, 2024 5 Means of Continuous Data Elements Statistics Mean Std Error

307. Section3 (pdf file)
     hcup-us.ahrq.gov/reports/factsandfigures/2007/pdfs/section3.pdf
     January 01, 2007 - PERCENT OF AGE- SPECIFIC TOTAL DISCHARGES * Statistics based on estimates with a relative standard error … (standard error/weighted estimate) greater than 0.30 or with standard error equal to 0 in the nationwide

308. Statistical Brief #88: Trends in Uninsured Hospital Stays, 1998-2007 (pdf file)
     hcup-us.ahrq.gov/reports/statbriefs/sb88.pdf
     March 01, 2010 - 37,800 2.2% 39,100 1.7% 963,900 2.4% * Statistics based on estimates with a relative standard error … (standard error/weighted estimate) greater than 0.30 or with standard error = 0 in the nationwide statistics

309. INTRODUCTION TO THE HCUP NATIONAL INPATIENT SAMPLE (NIS), 2020
     hcup-us.ahrq.gov/db/nation/nis/NIS_Introduction_2020.jsp
     January 01, 2020 - 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

310. INTRODUCTION TO THE HCUP NATIONAL INPATIENT SAMPLE (NIS), 2019
     hcup-us.ahrq.gov/db/nation/nis/NIS_Introduction_2019.jsp
     January 01, 2019 - 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

311. INTRODUCTION TO THE HCUP NATIONAL INPATIENT SAMPLE (NIS), 2017
     hcup-us.ahrq.gov/db/nation/nis/NIS_Introduction_2017.jsp
     January 01, 2017 - 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. INTRODUCTION TO THE HCUP NATIONAL INPATIENT SAMPLE (NIS), 2014
     hcup-us.ahrq.gov/db/nation/nis/NIS_Introduction_2014.jsp
     January 01, 2014 - 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

313. Statistical Brief #97: Most Expensive Hospitalizations, 2008 (pdf file)
     hcup-us.ahrq.gov/reports/statbriefs/sb97.pdf
     October 01, 2010 - total charges to explore whether there are any anomalies in the top percent that suggest measurement error … Identifying values above this cutoff as potential measurement error is a reasonably conservative criterion

314. Requirements for Publishing with HCUP Data
     hcup-us.ahrq.gov/db/publishing.jsp
     April 01, 2025 - Requirements for Publishing with HCUP Data An official website of the Department of Health & Human Services Search All AHRQ Websites Careers Contact Us Espanol FAQs Email Up…

315. Maskedstats Nis 2020 Core Weighted V2 (pdf file)
     hcup-us.ahrq.gov/db/nation/nis/tools/stats/MaskedStats_NIS_2020_Core_Weighted_V2.PDF
     January 01, 2020 - 1, 2022 2 Means of Continuous Data Elements Statistics Variable Label N Minimum Maximum Mean Std Error … File 20:35 Thursday, December 1, 2022 3 Means of Continuous Data Elements Statistics Variable Std Error … 1, 2022 4 Means of Continuous Data Elements Statistics Variable Label N Minimum Maximum Mean Std Error … File 20:35 Thursday, December 1, 2022 5 Means of Continuous Data Elements Statistics Variable Std Error … 1, 2022 6 Means of Continuous Data Elements Statistics Variable Label N Minimum Maximum Mean Std Error

316. Intro to HCUP NIS Database (pdf file)
     hcup-us.ahrq.gov/db/nation/nis/NISIntroduction2017.pdf
     December 01, 2019 - 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 … 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

317. HEALTHCARE COST AND UTILIZATION PROJECT — HCUP (pdf file)
     hcup-us.ahrq.gov/db/nation/nis/NISIntroduction2018.pdf
     November 01, 2020 - 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 … 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

318. HEALTHCARE COST AND UTILIZATION PROJECT — HCUP (pdf file)
     hcup-us.ahrq.gov/db/nation/nis/NISIntroduction2020.pdf
     September 01, 2022 - 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 … 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

319. HEALTHCARE COST AND UTILIZATION PROJECT — HCUP (pdf file)
     hcup-us.ahrq.gov/db/nation/nis/NISIntroduction2019.pdf
     September 01, 2021 - 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 … 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

320. Methods – Applying HCUP Quality Indicators (pdf file)
     hcup-us.ahrq.gov/reports/methods/2019-01.pdf
     January 01, 2019 - QI estimates were included in the QDR if they reached a threshold defined by a relative standard error … For population counts based on Claritas data, there is no sampling error. … Standard Error Estimates for Weighted Discharge Rates per 100,000 Population Using the 2016 Claritas … Consequently, the standard error of the rate R was calculated as: SER =100,000 * SES / N. … We multiplied this standard error by 1,000. 2.