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www.ahrq.gov/data/apcd/backgroundrpt/discuss.html
April 01, 2017 - records, electronic health records, or State mortality data add data. 13-15 The data also may not capture … Two critical data elements in particular create data quality challenges. … Delay in data versus data completeness. … Therefore, one sees drops in utilization or data completeness until those data are received. … APCD core set of data elements.
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www.ahrq.gov/data/apcd/index.html
February 01, 2018 - dental claims, and eligibility and provider files collected from private and public payers. i
APCD data … terms of their capacity to produce price, resource use, and quality information for consumers, APCD data … They include data from most or all insurance companies operating in any particular State, in contrast … across States, measures for use with these data need to be developed and refined, and the data themselves … Obtain and evaluate APCD data from at least three States to ensure that the fields in the APCD data received
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www.ahrq.gov/evidencenow/projects/heart-health/research-results/research/submission-form-mw.html
March 01, 2021 - EvidenceNOW: Data Submission Form
Midwest Cooperative
Resource: Chart Review: Submission for … Baseline, 12, & 18 Months (PDF, 148 KB, 2 pages)
This data submission form was used by an EvidenceNOW
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www.ahrq.gov/evidencenow/projects/heart-health/research-results/research/reporting-instructions-sw.html
March 01, 2021 - EvidenceNOW: Data Reporting Instructions
Southwest Cooperative
Resource: Instructions for … Numerator/Denominator Data Reporting for Cohort 1 (PDF, 237.4 KB, 4 pages)
This document provides
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www.ahrq.gov/evidencenow/projects/heart-health/research-results/research/submission-form-nw.html
March 01, 2021 - EvidenceNOW: Data Submission Form
Northwest Cooperative
Resource: Blood Pressure Chart Abstraction … Protocol and Timeline (PDF, 118.25 KB, 2 pages)
This data submission form was used by an EvidenceNOW
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www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/hais/tools/surgery/modules/onboarding/onboarding_data_into_action.pptx
December 01, 2017 - Presentation: Turning Data Into Action
Turning Data Into Action:
Using HSOPS and SSI Data as
Part of … Work units that debrief around safety culture perform better
Data are data. … Debriefing turns data into information. … The natural question is, “What should we do with this data?” … Much of our work is guided by data and results.
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www.ahrq.gov/sites/default/files/wysiwyg/pqmp/measures/duration/chipra-153-section-8a.pdf
January 01, 2011 - Data Availability
VIII.A.1. What is the availability of data in existing data systems? … How readily are the data
available? … not report S-CHIP enrollment data. … Testing managed care claims data quality in each state
Managed care claims data is sometimes absent … reporting of S-CHIP data.
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www.ahrq.gov/sites/default/files/wysiwyg/data/SyH-DR-Data-Dictionary-Contents-2024mar.csv
April 01, 2024 - SyH-DR Data Dictionary Contents
This SyH-DR Data Dictionary is a catalog of all variables in the SyH-DR … Dictionary Tab Relevant SyH-DR Data Files
Person-Level Variables Commercial Person-Level, Medicaid … Medicare Outpatient
Pharmacy Variables Commercial Pharmacy, Medicaid Pharmacy, Medicare Pharmacy
Data … Variable Name The operative variable name in the SyH-DR data files that conforms to programmatic naming … Masked Indicates whether original unique values have been replaced in the SyH-DR data files.
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www.ahrq.gov/sites/default/files/wysiwyg/data/3P-RD-Data-Dictionary-Geographic-Level.xlsx
June 02, 2025 - README
Physician and Physician Practice Research Database (3P-RD) Data Dictionary
Purpose of the 3P-RD … data sources for 13 states and includes data elements related to characteristics of physicians and physician … This workbook serves as a data dictionary for the 3P-RD Database and provides a list of available data … Because the data contained in the 3P-RD database are drawn from multiple data sources, variables may … Physician Practice
Variable Name Primary Data Source Secondary Data Source Source Variable RUF PUF AR
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www.ahrq.gov/coronavirus/data-analytics.html
August 01, 2023 - Data and Analytics
AHRQ data resources and data analyses help decision makers understand healthcare … These data can help inform the COVID-19 strategies developed by researchers, policymakers, and decision … Access guidance on obtaining HCUP data. … Access guidance on obtaining MEPS data. … The Agency disseminates statistical briefs and working papers based on HCUP and MEPS data.
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www.ahrq.gov/sites/default/files/wysiwyg/antibiotic-use/long-term-care/tracking-measuring-data-facilitator-guide.docx
June 01, 2021 - Slide 4
Monthly Data Collection Form
SAY:
This slide shows the data collection form available on … with monthly data collection. … Consider sharing the data collection form to demonstrate the data needed. … consistent data collection. … Finally, use this data to drive facility interventions!
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www.ahrq.gov/sites/default/files/wysiwyg/pqmp/toolkits/asthma-data-collection-form.pdf
May 21, 2019 - Practice Asthma Data Collection Form
__________________________________
_________________________ … _________
__________________________________________
Confidential
Page 1 of 8
Practice Asthma Data … (VCHIP) for IMPLEMENT
05/21/2019 projectredcap.org
https://projectredcap.org
Practice Asthma Data
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www.ahrq.gov/data/visualizations/or-procedures-inpatient.html
June 01, 2022 - HCUP brings together the data collection efforts of the HCUP Data Partners . … Instructions:
Choose one of four OR data categories: Cost and Frequency; Mean Cost per Stay; Sex-age … Group Detailed; Sex-age Group Totals
Click buttons at the top of the visualization to see different data
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www.ahrq.gov/sdoh/data-analytics/sdoh-data.html
June 01, 2023 - Users should refer to the data source documentation and codebooks, as well as the original data sources … Download Data and Documentation
Data Source Documentation ( PDF, 6 MB) contains information for researchers … Codebook Files 2009-2020
County Data 2009-2020
ZIP Code Data 2011-2020
Census Tract Data 2009-2020 … Visualizing SDOH Data
To demonstrate the possibilities of the SDOH data files, AHRQ has created the … Visualizing SDOH Data
See an example of how you can use the SDOH data to create visualizations.
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www.ahrq.gov/data/visualizations/prevalence-fh-mfd.html
October 01, 2023 - The prevalence data can be filtered by the condition of interest (familial hypercholesterolemia or multifactorial … Hover over data points for additional information.
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www.ahrq.gov/opioids/data/analyses.html
November 01, 2022 - Recent Data Analyses
Recreational Marijuana Laws and the Use of Opioids: Evidence from NSDUH
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www.ahrq.gov/sites/default/files/wysiwyg/policymakers/chipra/factsheets/fullreports/chipra-203-section-8-a-data-feasibility.pdf
June 02, 2025 - Section 8-A, Data Feasibility Tool
EHR Data Feasibility Tool copyright 2011 American Medical
Association … N/A
Boolean - Use this for true/false or yes/no data elements
Code - Use if the data element is coded … Entered/Accessed by User (Front End User Facing)
EHR Data Element Name
EHR Data Source Application … 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/pqmp/measures/duration/chipra-155-section-2-sas-data.pdf
June 02, 2025 - CHIPRA 155: Section 2, SAS Data … Coverage Presumed Ineligible
data … /365.25;
birth_month=dob_m+(dob_y-2003)*12;
ageout_month=dob_m+((dob_y+18)-2003)*12;
run;
data … chip(i)=0;
end;
if ageout_monthdata … do j=1 to 84;
if monthdays(j)>0 then eligible=1;
end;
if eligible=1;
drop j;
run;
data
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www.ahrq.gov/sites/default/files/wysiwyg/cahps/cahps-database/data-research/cahps-data-research-abstract-form-example.pdf
July 01, 2025 - CAHPS Data Research Abstract Form Example
CAHPS Database Research Abstract Form – February 2025 1 … , “Smith CAHPS Research Abstract.doc”) and submit to CAHPSDatabase@westat.com
(Subject line: CAHPS Data … to the CAHPS Databases, the data do not constitute a nationally
representative sample. … in the research data f iles. … **Data from years prior are available upon request.
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www.ahrq.gov/sites/default/files/wysiwyg/hai/tools/mrsa-2/116-evaluating-cleaning-data-collection-tool.docx
April 01, 2025 - Evaluating Environmental Cleaning With Fluorescent Gel:
Data Collection Instructions and Form
Surgical … Services
For: All Surgical Services
ENVIRONMENTAL CLEANING WITH FLUORESCENT GEL: DATA COLLECTION INSTRUCTIONS … 5: Place a check mark under the “Day 1” column of the Environmental Cleaning With Fluorescent Gel: Data … This example shows how the data would be prepared for a board or committee meeting. … A similar table could be developed to share data with department staff so they can keep tabs on their