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321. Population Denominator Data Sources and Data for Use with HCUP Databases (Updated with 2020 Population Data) (pdf file)
     hcup-us.ahrq.gov/reports/methods/MS-2021-04-PopulationReport.pdf
     January 01, 2021 - AARP State Profiles ACS American Community Survey ARF Area Resource Files BEA Bureau of Economic Analysis … Denominators Area Health Resource File (AHRF) Sponsor: National Center for Health Workforce Analysis … The uniform coding scheme of PAY1 simplifies the analysis of the expected primary payer across states … This may or may not be helpful, depending on the purpose of the analysis. Total vs. … There may be other ways to use HCUP payer data, depending on the purpose of the analysis.

322. THE HCUP NATIONWIDE EMERGENCY DEPARTMENT SAMPLE (NEDS), 2007 (Version 1)
     hcup-us.ahrq.gov/db/nation/neds/NEDS_Introduction_2007.jsp
     January 01, 2007 - Login Do Your own analysis Explore Expert Research & Limited … 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. … Return to Introduction   HOW TO USE THE NEDS FOR DATA ANALYSIS This section provides a brief … In contrast, the HCUP state databases may be used for this type of analysis.

323. THE HCUP NATIONWIDE EMERGENCY DEPARTMENT SAMPLE (NEDS), 2006 (Version 1)
     hcup-us.ahrq.gov/db/nation/neds/NEDS_Introduction_2006.jsp
     January 01, 2006 - Login Do Your own analysis Explore Expert Research & Limited … 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. … Return to Introduction   HOW TO USE THE NEDS FOR DATA ANALYSIS This section provides a brief … In contrast, the HCUP state databases may be used for this type of analysis.

324. Linking Clinical Data to Administrative Data - AHRQ Contract with MHA
     hcup-us.ahrq.gov/datainnovations/clinicaldata/RealTimeLOINCTranslationPoster.jsp
     July 01, 2016 - Login Do Your own analysis Explore Expert Research & Limited … , PhD, Bahia Diefenbach, PhD, Pamela Banning, BS Florida Center for Health Information and Policy Analysis … Administrator, Office of Health Information Technology Florida Center for Health Information and Policy Analysis … Project, Office of Health Information Technology Florida Center for Health Information and Policy Analysis

325. American Hospital Association Linkage Files
     hcup-us.ahrq.gov/db/state/ahalinkage/aha_linkage.jsp
     November 01, 2019 - Login Do Your own analysis Explore Expert Research & Limited … This allows for richer empirical analysis especially where hospital characteristics may be important

326. HEALTHCARE COST AND UTILIZATION PROJECT — HCUP (pdf file)
     hcup-us.ahrq.gov/db/nation/neds/NEDS_Introduction_2009.pdf
     January 01, 2009 - 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 would allow a patient-level analysis with the … 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, the user should

327. HEALTHCARE COST AND UTILIZATION PROJECT — HCUP (pdf file)
     hcup-us.ahrq.gov/db/nation/neds/NEDS2009Introductionv3.pdf
     September 01, 2011 - 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 would allow a patient-level analysis with the … 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, the user should

328. HEALTHCARE COST AND UTILIZATION PROJECT — HCUP (pdf file)
     hcup-us.ahrq.gov/db/nation/neds/NEDS2010Introductionv3.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 would allow a patient-level analysis with the … 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, the user should

329. INTRODUCTION TO THE HCUP KIDS' INPATIENT DATABASE (KID), 2019
     hcup-us.ahrq.gov/db/nation/kid/kid_2019_introduction.jsp
     January 01, 2012 - Login Do Your own analysis Explore Expert Research & Limited … Choosing Data Elements for Analysis Diagnosis-Related Groups Missing Values Hospital-Level … Will not identify or attempt to identify any individual, including by the use of vulnerability analysis … Important considerations for data analysis are provided along with references to detailed reports. … There is no uniform patient identifier available that allows a patient-level analysis with the KID.

330. THE HCUP NATIONWIDE EMERGENCY DEPARTMENT SAMPLE (NEDS), 2017
     hcup-us.ahrq.gov/db/nation/neds/NEDS_Introduction_2017.jsp
     January 01, 2017 - Login Do Your own analysis Explore Expert Research & Limited … One of the most distinctive features of the NEDS is its large sample size, which allows for analysis … Important considerations for data analysis are provided along with references detailed reports. … Structure the information for efficient storage, manipulation, and analysis. … In contrast, some HCUP State databases may be used for this type of analysis.

331. THE HCUP NATIONWIDE EMERGENCY DEPARTMENT SAMPLE (NEDS), 2014
     hcup-us.ahrq.gov/db/nation/neds/NEDS_Introduction_2014.jsp
     January 01, 2014 - Login Do Your own analysis Explore Expert Research & Limited … 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. … The Multi-year Analysis tutorial presents solutions that may be necessary when conducting analyses … In contrast, some HCUP State databases may be used for this type of analysis.

332. Origin of Adverse Drug Events in U.S. Hospitals, 2011 (pdf file)
     hcup-us.ahrq.gov/reports/statbriefs/sb158.pdf
     August 11, 2013 - adverse drug events, 2011 Across a total of 20,172,966 discharges in the 32 States included in our analysis … discharge records with missing or incomplete present-on-admission information were excluded from the 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 … and Quality 540 Gaither Road Rockville, MD 20850 mailto:hcup@ahrq.gov Definitions Unit of analysis

333. Characteristics of Adverse Drug Events Originating During the Hospital Stay, 2011 (pdf file)
     hcup-us.ahrq.gov/reports/statbriefs/sb164.pdf
     October 01, 2013 - However, we did not include antineoplastic drugs (cancer chemotherapy) in our analysis because these … 2011 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 … Maryland Health Services Cost Review Commission Massachusetts Center for Health Information and Analysis

334. Trends in Observed Adult Inpatient Mortality for High-Volume Conditions, 2002-2012 #194
     hcup-us.ahrq.gov/reports/statbriefs/sb194-Inpatient-Mortality-High-Volume-Conditions.jsp
     July 01, 2015 - Login Do Your own analysis Explore Expert Research & Limited … 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 … Unit of analysis The unit of analysis is the hospital discharge (i.e., the hospital stay), not a person

335. 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

336. THE HCUP NATIONWIDE READMISSIONS DATABASE (NRD), 2020
     hcup-us.ahrq.gov/db/nation/nrd/Introduction_NRD_2020.jsp
     January 01, 2020 - Structure the information for efficient storage, manipulation, and analysis. … This analysis was limited to the Medicare FFS population because of the data source. … The details of this analysis are provided in Appendix E .   … This analysis was limited in that it focused on the Medicare FFS population. … These 20 conditions represent 54 percent of the index events in the analysis.

337. 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

338. 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

339. 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

340. 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.