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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 data … Data 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.
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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
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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
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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
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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
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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
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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.
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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.
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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
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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
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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.
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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.
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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 ).
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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
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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.
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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.
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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
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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
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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
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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.