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341. Statistical Brief #127: 30-Day Readmissions following Hospitalizations for Chronic vs. Acute Conditions, 2008 (pdf file)
     hcup-us.ahrq.gov/reports/statbriefs/sb127.pdf
     February 01, 2012 - The analysis presented in this Statistical Brief involves use of a new set of supplemental revisit variables … Accessed on January 24, 2012. 9 The unit of analysis is the hospital discharge (i.e., the hospital stay … Unit of analysis The unit of analysis is the individual patient identified by the synthetic patient-level … Excluded from the analysis are discharges with missing age, expected payer, length of stay, or principal … for the uninsured are not included in this Brief because the number of uninsured patients in the analysis

342. NASHP Environmental Scan 3-1 to TR v2.xls (pdf file)
     hcup-us.ahrq.gov/reports/race/50StateScan04_26forweb.pdf
     December 01, 2010 - Care or Both Impetus Lead State Agency (or Division) Funding Source Data Source(s) Unit(s) of Analysis … Care or Both Impetus Lead State Agency (or Division) Funding Source Data Source(s) Unit(s) of Analysis … Care or Both Impetus Lead State Agency (or Division) Funding Source Data Source(s) Unit(s) of Analysis … Care or Both Impetus Lead State Agency (or Division) Funding Source Data Source(s) Unit(s) of Analysis … Care or Both Impetus Lead State Agency (or Division) Funding Source Data Source(s) Unit(s) of Analysis

343. untitled (pdf file)
     hcup-us.ahrq.gov/datainnovations/Opioid_trends_ICD_Med_Care.pdf
     May 15, 2017 - In stratified analysis, stays involving adverse effects of opioids in ther- apeutic use showed the largest … http://www.lww-medicalcare.com METHODS This analysis is based on 2015–2016 data from Healthcare Cost … CONCLUSIONS The current analysis shows that trends in stays involving opioid-related diagnoses shifted … Depending on the requirements of the analysis, researchers may opt not to combine data on stays before … and after the ICD transition in the same analysis, but rather report results separately.

344. Substance-Relatedinpatientsstays (pdf file)
     hcup-us.ahrq.gov/reports/infographics/Substance-RelatedInpatientsStays.pdf
     January 01, 2013 - The analysis, Geographic Variation in Substance-related Inpatient Stays Across States and Counties

345. Trends in Observed Adult Inpatient Mortality for High-Volume Conditions, 2002–2012 (pdf file)
     hcup-us.ahrq.gov/reports/statbriefs/sb194-Inpatient-Mortality-High-Volume-Conditions.pdf
     November 01, 2014 - For data year 2012, we used an analysis file derived from the HCUP State Inpatient Databases (SID) that … At the time of this analysis, NIS trend weights for making national estimates compatible between 2002 … Types of hospitals included in HCUP State Inpatient Databases This analysis used State Inpatient Databases … Excluded for this analysis are long-term care facilities such as rehabilitation, psychiatric, and alcoholism … Unit of analysis The unit of analysis is the hospital discharge (i.e., the hospital stay), not a person

346. Overview of Hospital Stays in the United States, 2012 (pdf file)
     hcup-us.ahrq.gov/reports/statbriefs/sb180-Hospitalizations-United-States-2012.pdf
     January 01, 2012 - to note that maternal stays for females admitted for pregnancy and delivery were included in this analysis … The change in sample design for 2012 necessitates recomputation of prior years' NIS data to enable analysis … Unit of analysis The unit of analysis is the hospital discharge (i.e., the hospital stay), not a person … Department of Commerce, Bureau of Economic Analysis (BEA), with 2012 as the index base.4 That is, all … Bureau of Economic Analysis.

347. HCUP_methods_series_cover.ai (pdf file)
     hcup-us.ahrq.gov/reports/methods/2010_01.pdf
     January 01, 2010 - incorporating POA and laboratory data within administrative datasets, and developing a dataset for analysis … Hospitals need feedback on data quality, analysis, and results to demonstrate that their efforts are … and report the data Pilot sites are also analyzing results, but were not able to complete the analysis … incorporating POA and laboratory data within administrative datasets, and developing a dataset for analysis … LOINC. 3M also analyzed the resulting dataset created by joining the data and provided an in-depth analysis

348. Characteristics of Adverse Drug Events Originating During the Hospital Stay, 2011 #164
     hcup-us.ahrq.gov/reports/statbriefs/sb164.jsp
     October 01, 2013 - Login Do Your own analysis Explore Expert Research & Limited … These differences by hospital characteristics should be examined further using multivariate analysis … The final analysis file for this Statistical Brief included 2,737 hospitals (60.1 percent) and 20,172,966 … Unit of analysis The unit of analysis is the hospital discharge (i.e., the hospital stay), not a person … However, we did not include antineoplastic drugs (cancer chemotherapy) in our analysis because these

349. Statistical Brief #1
     hcup-us.ahrq.gov/reports/statbriefs/sb1.jsp
     February 01, 2006 - Login Do Your own analysis Explore Expert Research & Limited … Unit of analysis The unit of analysis for HCUP data is the hospital discharge (i.e., the hospital … Hospital Industry Data Institute Nebraska Hospital Association Nevada Center for Health Information Analysis

350. Section 5
     hcup-us.ahrq.gov/reports/factsandfigures/2008/section5_TOC.jsp
     January 01, 2008 - Login Do Your own analysis Explore Expert Research & Limited … inpatient MH stays because it occurs less than 2,000 times in 2008; however, this diagnosis is included in analysis … This analysis reflects care only in community hospitals and thus excludes MHSA stays in specialty psychiatric

351. Citation 0123 (doc file)
     hcup-us.ahrq.gov/db/Citation_0123.doc
     January 07, 2023 - Organization Maryland Health Services Cost Review Commission Massachusetts Center for Health Information and Analysis

352. Citation 0123 (pdf file)
     hcup-us.ahrq.gov/db/Citation_0123.pdf
     January 11, 2023 - Maryland Health Services Cost Review Commission Massachusetts Center for Health Information and Analysis

353. Microsoft Word - NHQR6-HCUPMethodsReport v7.doc (pdf file)
     hcup-us.ahrq.gov/reports/methods/2008_05.pdf
     January 01, 2008 - However, in an earlier analysis, even for States with 30 diagnosis fields available in the year 2000 … In a subsequent analysis, we investigated sources of variation in Patient Safety Indicator (PSI) rates … The analysis concluded there were few state factors (such as state policy, hospital characteristics, … Study Approach The analysis was performed on the nine State Snapshot PSIs which will be released in … With this simple and aggregated analysis, we are not surprised to find few conclusive results.

354. Process Diagram for Linking Data (pdf file)
     hcup-us.ahrq.gov/datainnovations/raceethnicitytoolkit/or20.pdf
     June 16, 2014 - Distributor SID Contains race/ethnicity, dx codes, and other fields that we wish to access for analysis

355. Load and Check HCUP Data - Accessible Version
     hcup-us.ahrq.gov/tech_assist/loadandcheck/508_course/508course_2019.jsp
     January 01, 2019 - Login Do Your own analysis Explore Expert Research & Limited … The zip files in this folder are data files I will unzip and load into the analysis software. … This is the Core data file I will load into my analysis software. … The linkage data element will differ based on the file's unit of analysis. … Let's consider an analysis that is focused on obtaining counts by patient age group for a specific HCUP

356. HCUP Nationwide Inpatient Sample Design Report 2005
     hcup-us.ahrq.gov/db/nation/nis/reports/NIS_2005_Design_Report.jsp
     January 01, 2005 - Login Do Your own analysis Explore Expert Research & Limited … Sampling Frame Final Hospital Sample Subsamples Sample Weights Weight Data Elements Data Analysis … SAMPLE SAMPLE WEIGHTS Hospital Weights Discharge Weights Weight Data Elements DATA ANALYSIS … Return to Contents Data Analysis Missing Values Missing data values can compromise the quality … Return to Contents DATA ANALYSIS Missing Values Missing data values can compromise the quality

357. HEALTHCARE COST AND UTILIZATION PROJECT — HCUP (pdf file)
     hcup-us.ahrq.gov/db/nation/neds/NEDS_2006v2_IntroductionRevised.pdf
     November 01, 2015 - One of the most distinctive features of the NEDS is its large sample size, which allows for analysis …  Structure the information for efficient storage, manipulation, and analysis. … There is no uniform patient identifier available that allows a patient-level analysis with the NEDS. … In contrast, the HCUP state databases may be used for this type of analysis. … Choosing Data Elements for Analysis For all data elements to be used in the analysis, first perform

358. HEALTHCARE COST AND UTILIZATION PROJECT — HCUP (pdf file)
     hcup-us.ahrq.gov/db/nation/neds/NEDS2007v2IntroductionRevised.pdf
     November 01, 2015 - One of the most distinctive features of the NEDS is its large sample size, which allows for analysis …  Structure the information for efficient storage, manipulation, and analysis. … There is no uniform patient identifier available that allows a patient-level analysis with the NEDS. … In contrast, the HCUP state databases may be used for this type of analysis. … Choosing Data Elements for Analysis For all data elements to be used in the analysis, first perform

359. HEALTHCARE COST AND UTILIZATION PROJECT — HCUP (pdf file)
     hcup-us.ahrq.gov/db/nation/neds/NEDS2008Introductionv3.pdf
     November 01, 2015 - One of the most distinctive features of the NEDS is its large sample size, which allows for analysis …  Structure the information for efficient storage, manipulation, and analysis. … There is no uniform patient identifier available that allows a patient-level analysis with the NEDS. … In contrast, the HCUP state databases may be used for this type of analysis. … Choosing Data Elements for Analysis For all data elements to be used in the analysis, first perform

360. HCUP Nationwide Inpatient Sample Design Report 2001
     hcup-us.ahrq.gov/db/nation/nis/reports/NIS_2001_Design_Report.jsp
     January 01, 2001 - Login Do Your own analysis Explore Expert Research & Limited … Sampling Frame Final Hospital Sample Subsamples Sample Weights Weight Data Elements Data Analysis … Data Analysis Missing Values Missing data values compromise the quality of estimates. … DATA ANALYSIS Missing Values Missing data values can compromise the quality of estimates. … For example, nearly all SAS (Statistical Analysis System) procedures incorporate weights.