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  1. www.ahrq.gov/data/ushik.html
    July 01, 2022 - United States Health Information Knowledgebase (USHIK) was a metadata registry of healthcare-related data … registry did not attempt to change the metadata content but rather provided a structured way to view data … Human Services (HHS) Secretary's initiative to promote quality of care by enhancing the quality of dataData Dictionary, and NCPDP April 2014 Data Dictionary, now available at https://x12.org/ and https … leveraging data from within the insurance claims and reimbursement system.
  2. www.ahrq.gov/sdoh/data-analytics/sdoh-beta-database.html
    July 01, 2022 - To ensure consistency in variable names and construction, analyses should not combine data from the beta … Download Data The SDOH Data Source Documentation (PDF, 1.5 MB) file contains information for researchers … about the structure and contents of the database and descriptions of each data source used to populate … County 2009-2018 ZCTA Data Files 2011-2018 2009 (XLSX, 5 MB)   2010 (XLSX, 6 MB
  3. www.ahrq.gov/sites/default/files/wysiwyg/cahps/news-and-events/events/webinars/data-analysis-webcast-program-2.pdf
    November 01, 2006 - Improving Patient Experience: Data Analysis Methods webcast - Ginsberg AHRQ’S CAHPS® PROGRAM Caren … • Data & Analytics: Generate measures and data to track and improve performance, and evaluate progress … patient experience of care − our knowledge of measuring patient experience and collecting relevant data … − informative reporting of patient experience data − quality improvement involving CAHPS ► Develops … changes, regular measurement and performance feedback, and experience of interpreting and using survey data
  4. www.ahrq.gov/sites/default/files/wysiwyg/cahps/news-and-events/events/webinars/data-analysis-webcast-intro-1.pdf
    March 03, 2021 - Improving Patient Experience: Data Analysis Methods webcast - Intro Improving Patient Experience: … Data Analysis Methods A Webcast Presented by the AHRQ CAHPS User Network March 3, 2021 1:00 – 2:00
  5. www.ahrq.gov/sites/default/files/wysiwyg/cahps/news-and-events/events/webinars/data-analysis-webcast-advancing-methods-4.pdf
    March 03, 2021 - Improving Patient Experience: Data Analysis Methods webcast - Wellstar Advancing Methods of Implementing … Listening carefully re: problems with care" & " Training ....... " Issues and Challenges in Data … Bereavement firsts-emotional fluctuations Hospice days on service impacts scores Outcomes and Data … Format 5 Whys Approach to Cause Analysis Fishbone Approach to Cause Analysis Issues and Challenges in Data … Evaluation Outcomes and Data Evaluation Countermeasures and Action Plans: Key Principals for Success
  6. www.ahrq.gov/sites/default/files/wysiwyg/cahps/news-and-events/events/webinars/data-analysis-webcast-examples-3.pdf
    March 03, 2021 - Improving Patient Experience: Data Analysis Methods webcast - VA Examples of Patient Experience Improvement … The “outcome” in SHEP data is the Overall Hospital Rating measure (IP), the Rating of Provider measure … ta ls Star Rating * based on July 2020 Release - N=3478 Hospitals with Star Ratings (includes VA data … STAR Rating VA HCAHPS * based on July 2020 Release - N=3478 Hospitals with Star Ratings (includes VA data … STAR Rating VA HCAHPS * based on July 2020 Release - N=3478 Hospitals with Star Ratings (includes VA data
  7. www.ahrq.gov/sites/default/files/wysiwyg/nhguide/5_TK2_P2T6-Sample_Laboratory_Data_Printout_Phase2.doc
    May 01, 2014 - Comprehensive Antibiogram Toolkit: Phase 2 Sample Laboratory Data Printout Note.
  8. www.ahrq.gov/sites/default/files/wysiwyg/nhguide/5_TK2_P2T2-Sample_Data_Request_Phase_2.doc
    May 01, 2014 - Comprehensive Antibiogram Toolkit: Phase 2 Sample Data Request Date Dear Clinical Laboratory Microbiology … several subsets in alternative data-presentation formats … · Data from several time periods. … · Data in electronic format. … It would be easier and less prone to error if we can manipulate electronic data.
  9. www.ahrq.gov/sites/default/files/wysiwyg/patient-safety/quality-measures/qsrs/qsrs-aiml-presentation.pdf
    January 05, 2005 - QSRS AI/ML Clinical Data Abstraction: Final Presentation 1 QSRS AI/ML Clinical Data Abstraction MOVING … abstractions can be conducted 24/7/365 so labor staff can be assigned more complex tasks or larger data … updates will only need to be modified in one place Scalability 6 The Problem - Unlocking Data … Blank 9 Smart Solution built with AWS Architected Principles Key Principles ● Security ○ All data … Large Language Model (LLM) is an advanced AI system trained on massive amounts of data to understand
  10. www.ahrq.gov/cpi/about/otherwebsites/meps.ahrq.gov/index.html
    August 01, 2013 - MEPS collects data on the specific health services that Americans use, how frequently they use them, … the cost of these services, and how they are paid for, as well as data on the cost, scope, and breadth … Access to MEPS Data MEPS-HC data are available on the MEPS Web site in data tables, downloadable data … files, annually projected expenditures through 2016, and interactive data tools. … An AHRQ data center allows researchers with approved projects access to data files not available for
  11. www.ahrq.gov/research/findings/final-reports/iomracereport/reldata6a.html
    May 01, 2018 - Defining Categorization Needs for Race and Ethnicity Data 4. … Promote better data collection. Promote workforce diversity. … HHS Data Council. 1999. … Improving racial and ethnic data on health: Report of a workshop . … Love, National Association of Health Data Organizations, and B.
  12. www.ahrq.gov/sites/default/files/wysiwyg/data/3P-RD-Data-Dictionary.xlsx
    June 02, 2025 - data sources for 13 states, and includes data elements related to characteristics of physicians and … Purpose and Contents of the Data Dictionary This workbook serves as a data dictionary for the 3P-RD … Due to data contained in the 3P-RD database are drawn from multiple data sources, variables may have … Primary Data Source: The primary data source of the variable. … Secondary Data Source: The secondary data source of the variable.
  13. www.ahrq.gov/research/findings/final-reports/iomracereport/reldata6.html
    May 01, 2018 - Defining Categorization Needs for Race and Ethnicity Data 4. … Improving Data Collection across the Health Care System 6. Implementation A. … , granular ethnicity, and language need data across entities to minimize redundancy in data collection … Incentive Programs The collection of data on race, ethnicity, and language and use of these data to … programmatic applications ( HHS Data Council, 1999 ).
  14. www.ahrq.gov/sites/default/files/wysiwyg/pqmp/measures/acute/chipra-200-section-8-data-feasibility-tool-1.pdf
    June 02, 2025 - Section 8, Data Feasibility Tool and Feasibility Testing Results EHR Data Feasibility Tool copyright … this data element is obtained. … drop-down menu item Data Search Type How you would search for the data type. … Element Description EHR Data Source Application EHR Data Element Name Location in EHR Data Entered … /Accessed by User Data Search Type Coding System (Data Search Type) Stored Data Type Coding System
  15. www.ahrq.gov/sites/default/files/wysiwyg/sops/surveys/2024-sops-deidentified-data-research-abstract-example.pdf
    January 01, 2024 - SOPS® Database De-Identified Data Research Abstract Form Example SOPS De-identified Research Abstract … : April 2024 1 Agency for Healthcare Research and Quality (AHRQ) SOPS® Database De-Identified Data … to the SOPS Databases, the data do not constitute a nationally representative sample. … data files. … Documentation of cleaning that was done is provided with the data files.
  16. www.ahrq.gov/sites/default/files/wysiwyg/sops/surveys/2024-sops-deidentified-data-research-abstract-form.docx
    January 01, 2024 - SOPS® Database De-Identified Data Research Abstract Form Agency for Healthcare Research and Quality … (AHRQ) SOPS® Database De-Identified Data Research Abstract Form Instructions Please use this form … to the SOPS Database, the data do not constitute a nationally representative sample. … cleaning and because some sites did not authorize the inclusion of their data in the de-identified data … Documentation of cleaning that was done is provided with the data files.
  17. www.ahrq.gov/sites/default/files/wysiwyg/data/SyH-DR-Primary-Diagnosis-Imputed-Flag-January2024.pdf
    January 01, 2024 - SyH-DR Known Data Issue: Primary Diagnosis Imputed Flag AHRQ Publication No. 24-0031-2-EF January … 2024 Synthetic Healthcare Data for Research (SyH-DR) Known Data Issue: Primary Diagnosis Imputed Flag … If you downloaded the SyH-DR data files before January 2024, the variable Primary Diagnosis Code ( … As of the SyH-DR data file update in January 2024, the Primary Diagnosis Code (ICD-10) Imputed Flag … mailto:DataInnovations@ahrq.hhs.gov Synthetic Healthcare Data for Research (SyH-DR) Known Data Issue
  18. www.ahrq.gov/sites/default/files/wysiwyg/data/SyH-DR-Maryland-Medicaid-Diagnoses-Codes-January2024.pdf
    January 01, 2024 - SyH-DR Known Data Issue: Maryland Medicaid Diagnosis Codes AHRQ Publication No. 24-0031-1-EF January … 2024 Synthetic Healthcare Data for Research (SyH-DR) Known Data Issue: Maryland Medicaid Diagnosis … In creating the database, we excluded ICD-9 codes identified in the SyH-DR source data and set them … to missing values in the SyH-DR data files. … Synthetic Healthcare Data for Research (SyH-DR) Known Data Issue: Maryland Medicaid Diagnosis Codes
  19. www.ahrq.gov/sites/default/files/wysiwyg/research/findings/nhqrdr/2023qdr-data-sources.pdf
    December 01, 2023 - Data collection for varicella began in July 1996; data collection for PCV began in July 2001 Data … Starting with data year 1995, linked file data are produced in a period data https://www.cdc.gov/ https … Hospitals submit data to the CMS Clinical Data Warehouse, CMS’s central repository for clinical data … SAMHSA recommended not comparing the 2020 data with previous years’ data and data from the 2020 NSDUH … Data users should be aware of possible effects on the data and especially trend analysis for these data
  20. www.ahrq.gov/sites/default/files/wysiwyg/evidencenow/results/research/reporting-instructions-sw.pdf
    March 31, 2017 - DQIP with your practice’s selected data reporting method  Schedule a data reporting meeting with … Click “+ new item” to enter the practice’s data for the first time a. … Select the “Edit” icon to enter next quarter’s data. 4. … Save: Click “Save” button after entering data to submit it. 10. … Specific Egnyte folders will be established for each data-providing entity.

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