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401. Citation 0722 (doc file)
     hcup-us.ahrq.gov/db/Citation_0722.doc
     July 20, 2022 - Organization Maryland Health Services Cost Review Commission Massachusetts Center for Health Information and Analysis

402. Microsoft Word - Citation_0722.doc (pdf file)
     hcup-us.ahrq.gov/db/Citation_0722.pdf
     July 26, 2022 - Maryland Health Services Cost Review Commission Massachusetts Center for Health Information and Analysis

403. 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

404. 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

405. HEALTHCARE COST AND UTILIZATION PROJECT — HCUP (pdf file)
     hcup-us.ahrq.gov/db/nation/nass/2020_NASS_Introduction.pdf
     January 01, 2020 - ............................................................... 20 4 HOW TO USE THE NASS FOR DATA ANALYSIS … ................................................................ 21 4.2 Choosing Data Elements for Analysis … • Important considerations for data analysis are highlighted, and references to further resources … It is critical to check all ICD-10-CM codes used for analysis to ensure that the codes are in effect … In contrast, some HCUP State databases may be used for this type of analysis.

406. INTRODUCTION TO THE HCUP NATIONWIDE AMBULATORY SURGERY SAMPLE (NASS) 2019 (pdf file)
     hcup-us.ahrq.gov/db/nation/nass/2019_NASS_Introduction.pdf
     January 01, 2019 - ............................................................... 21 4 HOW TO USE THE NASS FOR DATA ANALYSIS … • Important considerations for data analysis are highlighted, and references to further resources … HCUP (10/14/2021) 22 2019 NASS Introduction 4 HOW TO USE THE NASS FOR DATA ANALYSIS This section … It is critical to check all ICD-10-CM codes used for analysis to ensure that the codes are in effect … In contrast, some HCUP State databases may be used for this type of analysis.

407. 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.

408. 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

409. Microsoft Word - HCUP NIS Checklist_PDF Version.docx (pdf file)
     hcup-us.ahrq.gov/db/nation/nis/HCUPNISChecklist_081020.pdf
     August 10, 2020 - Data Analysis 4. … The unit of analysis in the NIS is inpatient stays, not individual patients. … Data Analysis Checklist Item Description Checklist Resource ⬜ Use weights for national estimates … To learn how to apply the trend weights for multi- year analyses, view the HCUP Multi-Year Analysis

410. Fl9Meetingagenda (pdf file)
     hcup-us.ahrq.gov/datainnovations/clinicaldata/FL9MeetingAgenda.pdf
     April 22, 2008 - Description of Flowchart Process • Selection of Clinical Data Elements, Medical Record Coding • Data Analysis

411. 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

412. HEALTHCARE COST AND UTILIZATION PROJECT — HCUP (pdf file)
     hcup-us.ahrq.gov/db/nation/kid/KID_2019_Introduction.pdf
     January 01, 2019 - ...................................................................11 HOW TO USE THE KID FOR DATA ANALYSIS … There is no uniform patient identifier available that allows a patient-level analysis with the KID. … Choosing Data Elements for Analysis • For all data elements you plan to use in your analysis, first … (For trends analysis using 1997 KID data, see the next section of this report regarding trend weights … • To facilitate analysis of trends including the 1997 KID, another set of KID discharge weights

413. 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.

414. 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.

415. Population Denominator Data Sources and Data for Use with HCUP Databases (Updated with 2021 Population Data) (pdf file)
     hcup-us.ahrq.gov/reports/methods/MS2022-03-PopulationReport.pdf
     December 15, 2022 - 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.

416. MS-2020-02 (pdf file)
     hcup-us.ahrq.gov/reports/methods/2020-02.pdf
     January 01, 2020 - AARP State Profiles ACS American Community Survey ARF Area Resource Files BEA Bureau of Economic Analysis … Denominators 7 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.

417. 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

418. 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.

419. HCUP Nationwide Inpatient Sample Design Report 2002
     hcup-us.ahrq.gov/db/nation/nis/reports/NIS_2002_Design_Report.jsp
     January 01, 2002 - 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.

420. 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