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421. CHIPRA 235: Section 6, Table 5. Reasons for Variance (pdf file)
     www.ahrq.gov/sites/default/files/wysiwyg/pqmp/measures/availability/chipra-235-section-6-table-5.pdf
     January 01, 2013 - added after Analyst 1 data extraction 3 Data update: NPPES taxonomy code was added/updated after … Analyst 1 data extraction 1 Data update: Specialty-related visit claims added after Analyst 1 … Analyst 1 data extraction 2 Data update: NPPES taxonomy code was added/updated after Analyst … 1 data extraction 2 Data update: Specialty-related visit claims added after Analyst 1 data extraction … update: NPPES taxonomy code was added/updated after Analyst 1 data extraction 2 Data update:

422. Final Progress Report: Advancing Quality Measurement and Care Improvement with Health Information Exchange (pdf file)
     www.ahrq.gov/sites/default/files/2025-02/shapiro-report.pdf
     January 01, 2025 - EHR data. … Methods: Aim 1 retrospectively compared measures using HIE data to site-specific EHR data provided by … compared with site-specific data. … Testing concordance between data from two health data systems using kappa values. … The visit-data warehouse: enabling novel secondary use of health information exchange data. eGEMs.

423. "CAHPS Health Plan Survey 5.1H - Child Version Including Medicaid and Children with Chronic Conditions Supplemental Items: Survey on the Experiences with Care of Children Age 17 and Younger, as Submitted to the 2023 AHRQ CAHPS Health Plan Survey Database (n = 47 states) (pdf file)
     www.ahrq.gov/sites/default/files/wysiwyg/cahps/cahps-database/health-plan-5.1-child-composite-measures.pdf
     January 24, 2024 - authorizing AHRQ to share the data with CMS for Core Set reporting. … AL: CHIP rates were calculated using data from the AHRQ CAHPS Database. … AZ: CHIP rates were calculated using data from the AHRQ CAHPS Database. … AR: CHIP rates were calculated using data from the AHRQ CAHPS Database. … CA: CHIP rates were calculated using data from the AHRQ CAHPS Database.

424. Elements of an Evaluation Plan | Agency for Healthcare Research and Quality
     www.ahrq.gov/talkingquality/assess/evaluation-plan.html
     January 01, 2023 - for an Evaluation Data Collection Methods To Answer Evaluation Questions Data Collection Tools and … What data sources will you use? Are some data already available that you can use? … When you collect data about groups or organizations , you may also collect data on their Plans. … Data Collection Methods To Answer Evaluation Questions How will you collect data on your measures? … Data Analysis Analysis methods vary by how you collect the data.

425. SDOH Environmental Scan - Updated April 29, 2021 (xls file)
     www.ahrq.gov/sites/default/files/wysiwyg/sdoh/sdoh-environmental-scan.xlsx
     April 29, 2021 - “social determinants of health data sources,” “healthcare data source,” “economic data,” “social data … source,” “education data source,” “physical infrastructure data source,” “pollution data,” “crime data … ,” “workforce/employment data,” “housing and living condition data,” “data on healthcare systems,” and … Data Source Name Name of the data source or database. … Link to Data Download URL where the data are available for download or URL for the data source home page

426. CAHPS Health Plan Survey 5.1H, Adult Version (Medicaid): Survey on the Experiences with Care of Adults Age 18 and Older, as Submitted to the 2023 AHRQ CAHPS Health Plan Survey Database (n = 42 states) (pdf file)
     www.ahrq.gov/sites/default/files/wysiwyg/cahps/cahps-database/health-plan-5.1-adult-composite-measures.pdf
     January 24, 2024 - AZ: Rates were calculated using data from the AHRQ CAHPS Database. … CA: Rates were calculated using data from the AHRQ CAHPS Database. … CO: Rates were calculated using data from the AHRQ CAHPS Database. … DE: Rates were calculated using data from the AHRQ CAHPS Database. … DC: Rates were calculated using data from the AHRQ CAHPS Database.

427. AHRQ SDOH Database Overview (pdf file)
     www.ahrq.gov/sites/default/files/wysiwyg/sdoh/SDOH-overview-presentation.pdf
     July 01, 2022 - Covers all SDOH domains ► Designed to link to other data by geography ► Standardized data documentation … source documentation ► Overview of SDOH files and specifics by data source ► Tables with data sources … Sources Data Type Examples of Data Sources Potential Linking Variables Claims/Billing Data Research … Data Publicly Available Data • CDC: Compressed Mortality File • County-level data from registries/administrative … data County Practice or Health System Data • EHR data • Population health management data Census

428. Final Progress Report: Development of a community-wide real-time health information exchange–based hospital readmission risk prediction and notification system (pdf file)
     www.ahrq.gov/sites/default/files/2024-01/kharrazi-report.pdf
     January 01, 2024 - Evidence suggests that this can be accomplished by increased discharge data timeliness, data completeness … HIE data. 4  Results Principal Findings Common HIE data streams/structures are a viable source … data sources 34. … New types of data: The new types and sources of HIE data are simultaneously a challenge and an advantage … (e.g., CRISP), claims, and EHR data; training will incrementally add various data sources to measure

429. Introducing the Child HCAHPS® Survey Database webcast-Rubin (pdf file)
     www.ahrq.gov/sites/default/files/wysiwyg/cahps/news-and-events/events/webinars/child-hcahps-steps-participation.pdf
     May 20, 2022 - Submit Data Submit data files according to the required data specifications 28 CAHPS Child … Hospital Survey Data Submission System 29 The CAHPS Child Ho spita l Survey Data Submission System … Login Welc ome Welcome to the CAHPS Child Hospital Survey Data Submission System. … The CAHPS Database will accept all survey data collected January 2021 - December 2021 . … Submission Data Confidentiality • Participating hospitals can be assured that their data are kept

430. AHRQ Physician and Physician Practice Research Database Methodology Report (pdf file)
     www.ahrq.gov/sites/default/files/wysiwyg/data/3P-RD-Methodology-Report.pdf
     February 01, 2023 - Data processing for the 3P-RD entailed importing acquired data, performing initial data cleaning and … APCD, Medicaid data from CMS T- MSIS, and Medicare FFS data from CMS Medicare data. 5.4.2 Practice … The primary change to data processing for T-MSIS and Medicare FFS data iwas the environment – all data … data. … use agreement (DUA) governing the data used for the state’s data.

431. Quality Improvement Study Template - Implementation Guide | Agency for Healthcare Research and Quality
     www.ahrq.gov/hai/tools/ambulatory-surgery/sections/implementation/implementation-guide/app-k-blank-temp.html
     May 01, 2017 - –  -  Physician Assistant –  -  Infection Preventionist Slide 4: Data … Description What: Where: What you’re using to collect data: Who: Exclusions: Who will … collect data: Collection period: Slide 5: Data Collection Baseline data collection period … : Number of cases observed: Data collected – data were collected> Slide 6: Baseline … Data Data collection period:  Exclusions:                 

432. AHRQ Comparative Health System Performance Initiative: Annual Workshop (pdf file)
     www.ahrq.gov/sites/default/files/wysiwyg/chsp/news-and-events/events/workshops/chsp-annual-workshop1-slides.pdf
     September 29, 2016 - Warehouse • Claims Data • Survey Data • Clinical Data • Market Data • Health System Definition • Distribution … • ACO descriptions and coverage 8 Claims Data • Claims data • Survey data • Clinical data • Market … • Claims data • Survey data • Clinical data • Market data Domain Subdomain Example measure(s) Environmental … • Claims data • Survey data • Clinical data • Market data • HVHC is a provider learning network of … Warehouse 14 Market Data • Claims data • Survey data • Clinical data • Market data • ACO Tracking

433. AHRQ Physician and Physician Practice Research Database (3P-RD) (pdf file)
     www.ahrq.gov/sites/default/files/wysiwyg/data/AHRQ-Physician-and-Physician-Practice-Research-Database-3P-RD-FINAL.pdf
     February 08, 2023 - Health Systems 7 Data Acquisition Stage • Obtained SMB data … for 21 states • Conducted outreach to 7 states for APCD data • Obtained APCD data from four (4 … source • All states include ► CMS Medicare FFS data ► Medicaid data; data sources vary • Only … states with APCD data include ► Medicare Advantage data ► Commercial data 14 Build Stage: Physician … /data/innovations/3p-rd.html Website: ahrq.gov/data/innovations/3p-rd.html Website: ahrq.gov/data

434. 5 Tk2 P2O-Comprehensive Antibiogram Toolkit Phase 2 Development (pdf file)
     www.ahrq.gov/sites/default/files/wysiwyg/nhguide/5_TK2_P2O-Comprehensive_Antibiogram_Toolkit_Phase_2_Development.pdf
     May 01, 2014 - Review the data request and the ability of the laboratory to produce the data in a common computer … multiple data requests. … summary antibiotic sensitivity data that comprise the antibiogram. … The clinical laboratory should save these data in a common computer format. … The laboratory should transmit the antibiogram data to the program champion electronically.

435. 5 Tk2 P2O-Comprehensive Antibiogram Toolkit Phase 2 Development (doc file)
     www.ahrq.gov/sites/default/files/wysiwyg/nhguide/5_TK2_P2O-Comprehensive_Antibiogram_Toolkit_Phase_2_Development.doc
     February 05, 2009 - Review the data request and the ability of the laboratory to produce the data in a common computer format … data requests. … summary antibiotic sensitivity data that comprise the antibiogram. … The clinical laboratory should save these data in a common computer format. … The laboratory should transmit the antibiogram data to the program champion electronically.

436. Inventory and Prioritization of Measures To Support the Growing Effort in Transparency Using All-Payer Claims Databases (pdf file)
     www.ahrq.gov/sites/default/files/publications/files/prioritization-report_0.pdf
     January 01, 2020 - Low data quality • Develop public report card for data quality. • Improve data infrastructure. … Results of Data Evaluation Availability of APCD data. … data. … Delay in data versus data completeness. … data.

437. HCBS CAHPS Survey Database: What You Need to Know - CORROTHERS (pdf file)
     www.ahrq.gov/sites/default/files/wysiwyg/cahps/news-and-events/events/webinars/hcbs-webcast-051623-corrothers.pdf
     January 01, 2021 - Corrothers HCBS CAHPS Database Lead, Westat 22 CAHPS Database Overview • Central repository of data … data submission 25 CAHPS Data Submission Process The CAHPS Database Online Submission System opens … DUA Step 3 Upload Questionnaire Step 4 Submit Data 26 CAHPS Database Products AHRQ Data Tools … use research data sets … Data Confidentiality HCBS CAHPS Database Technical Assistance

438. Develop Your Own? | Agency for Healthcare Research and Quality
     www.ahrq.gov/patient-safety/quality-resources/tools/chtoolbx/develop/index.html
     June 01, 2020 - Definitions of data elements, data collection, and data analyses are sufficiently precise and comprehensible … data. … Medical records data. Survey data. Administrative Data . … Survey Data . … Example : If data collection methods make it easier to submit electronic data rather than data on paper

439. Module-4-Slides (pdf file)
     www.ahrq.gov/sites/default/files/wysiwyg/takeheart/training/module-4-slides.pdf
     August 19, 2021 - Preparing and Understanding Your Data to Support Systems Change Module 4 S h e r r y G r a c e , … this module, you should be able to: 1 Understand the importance of data and identify different data … types. 2 Establish baseline data for referrals, enrollment and adherence in CR. 3 Create a data collection … Can Be Answered By Data Type 11 PARTICIPANTS 11 Data Type What does it show? … Use the data planning tool to help determine missing and available data to support automatic referral

440. Module-4-Implementation-Guide (pdf file)
     www.ahrq.gov/sites/default/files/wysiwyg/takeheart/training/module-4-implementation-guide.pdf
     September 01, 2021 - 1 TAKEheart Data Implementation Guide – Module 4 Preparing and Understanding Your Data to Support … to get the data you need Step Four: Evaluate data accuracy and address priority issues Step Five … • Data quality: refers to the appropriateness of the data to serve its intended purpose. … A common error is to leave the “data people” in charge of the data task. … The only data that matters are data that you USE.