Resource Repository

This report includes aggregate results for Data Quality Incoming/Ongoing Assessment for IIS participating in the Measurement and Improvement (M&I) Initiative. Assessment is completed quarterly using measures and tests developed by the Measurement for Assessmen...

This resource includes the takeaway notes and recording from the November 2025 IIS Data Analyst Collaborative (IDAC). The topic discussed was FluMist experiences and areas for improvement.

During this Discovery Session, Arizona and Texas shared how they’ve leveraged the Data at Rest (DAR) Measurement & Improvement content area to enhance IIS data quality. Arizona showcased reporting and visualization tools that improve completeness, validity, ...

This session highlighted the role of accurate patient matching in IIS data quality and shared key takeaways from AIRA’s second pilot, including enhancements to the tool, lessons learned, and how the findings can inform IIS programs moving forward. Whether...

This document outlines the community-driven measures and tests for Data at Rest (DAR) measurement in Assessment, the second stage of the M&I Initiative.

During the IIS Data Analyst Collaborative (IDAC) held on May 15, 2025, 58 participants engaged in lively conversation structured around questions related to IIS Data Cleansing. Takeaways Attached & Link to Recording Key takeaways from the discussion are incl...

This session showcased key highlights from the AIRA 2025 National Meeting including recaps of the following highly rated breakout sessions: • Closing the Gap: A Data-Driven Approach to Address Health Gaps in NC from Jenny Myers, MPH, North Carolina Departme...

These are the takeaways and recording from the November 2024 IIS Data Analyst Collaborative (IDAC). The topic discussed was real versus artificial coverage rates.

During this Discovery Session, presenters discussed the next steps for Patient Matching – HL7 as part of AIRA’s Measurement and Improvement (M&I) Initiative. The draft Measures and Tests for Patient Matching – HL7 document was reviewed with the IIS commu...

During the session, presenters discussed immunization data exchange after 20 million immunization messages were exchanged. The US Department of Veterans Affairs (VA) has been exchanging, tracking, and analyzing immunization messages to understand the reasons b...

During this session, presenters from the Society for Post-Acute and Long-term Care Medicine Inc. (AMDA) and AIRA discuss Moving Needles, a CDC-funded initiative to increase the connectivity between Post-Acute and Long-Term Care (PALTC) EHRs and IIS

During this session, presenters navigate emerging standards as they support public health data modernization initiatives and provide structured data specifications to meet the needs of public health programs and their partners

These are the takeaways and presentations from the June 2024 IIS Data Analyst Collaborative. The topic discussed was denominator inflation

During this session, you'll hear about AIRA 2024 National Meeting Highlights. Presentation includes: • AIRA 2024 National Meeting Highlights from Courtnay Londo, AIRA • Assessment of Parental Vaccination Acceptance as a Predictor of Childhood Vaccination...

National Meeting Presentation | Advancing Patient Matching in IIS: Leveraging the DAR-Like Method for Enhanced Data Quality (Please note: The presentation slides shared provided an outline of presentations given at the AIRA 2024 National Meeting and are inc...

National Meeting Presentation | Applied Analytics – Improving Data Exchange and Data Quality (Please note: The presentation slides shared provided an outline of presentations given at the AIRA 2024 National Meeting and are incomplete without the accompany...

National Meeting Presentation | Assessing Address Validity in the NDIIS Using Smarty (Please note: The presentation slides shared provided an outline of presentations given at the AIRA 2024 National Meeting and are incomplete without the accompanying oral c...

National Meeting Presentation | Comparative Analysis Between Manual and Automated Onboarding Processes in Texas (Please note: The presentation slides shared provided an outline of presentations given at the AIRA 2024 National Meeting and are incomplete with...

National Meeting Presentation | Creating Robust Data Sets by Securely Matching Data Across Organizations (Please note: The presentation slides shared provided an outline of presentations given at the AIRA 2024 National Meeting and are incomplete without the...

National Meeting Presentation | Deduplication of Temporary Name Records Using Probabilistic Matching (Please note: The presentation slides shared provided an outline of presentations given at the AIRA 2024 National Meeting and are incomplete without the acc...

National Meeting Presentation | Denominator Inflation: An Opportunity to Discuss, Share, and Build Collaboration (Please note: The presentation slides shared provided an outline of presentations given at the AIRA 2024 National Meeting and are incomplete wit...

National Meeting Presentation | Effectively Onboarding Providers Through Data Quality Analysis, Ensuring Interoperability Readiness (Please note: The presentation slides shared provided an outline of presentations given at the AIRA 2024 National Meeting and...

National Meeting Presentation | Evaluating IIS Data Quality in MO: An Ongoing Collaborative Effort (Please note: The presentation slides shared provided an outline of presentations given at the AIRA 2024 National Meeting and are incomplete without the accom...

National Meeting Presentation | Health Dashboards for Oklahoma: Tools to Strategize Vaccination Mobility and Improvements (Please note: The presentation slides shared provided an outline of presentations given at the AIRA 2024 National Meeting and are incom...

National Meeting Presentation | IIS Deduplication: A Refined and Effective Approach (Please note: The presentation slides shared provided an outline of presentations given at the AIRA 2024 National Meeting and are incomplete without the accompanying oral co...

National Meeting Presentation | Immunization Dashboards: Catalysts for Informed Decision-Making (Please note: The presentation slides shared provided an outline of presentations given at the AIRA 2024 National Meeting and are incomplete without the accompan...

National Meeting Presentation | Measurement & Improvement (Please note: The presentation slides shared provided an outline of presentations given at the AIRA 2024 National Meeting and are incomplete without the accompanying oral commentary and discussion.)

National Meeting Presentation | Moving Our Data to the 21st Century: Improving Data Quality for IIS System Transition (Please note: The presentation slides shared provided an outline of presentations given at the AIRA 2024 National Meeting and are incomplet...

National Meeting Presentation | Nevada IIS Data Quality Feedback Report and Provider Engagement (Please note: The presentation slides shared provided an outline of presentations given at the AIRA 2024 National Meeting and are incomplete without the accompan...

National Meeting Presentation | Packaging HL7 Data Quality Improvement into Actionable Steps (Please note: The presentation slides shared provided an outline of presentations given at the AIRA 2024 National Meeting and are incomplete without the accompanyin...

National Meeting Presentation | Reporting Beyfortus (nirsevimab-alip) to Texas Immunization Registry: Data Quality Challenges (Please note: The presentation slides shared provided an outline of presentations given at the AIRA 2024 National Meeting and are i...

National Meeting Presentation | School Enrollment and IIS Denominators: Confirmation or Contradiction? (Please note: The presentation slides shared provided an outline of presentations given at the AIRA 2024 National Meeting and are incomplete without the a...

National Meeting Presentation | Sharing Immunization Data with Bulk FHIR Query: Approaches and Challenges (Please note: The presentation slides shared provided an outline of presentations given at the AIRA 2024 National Meeting and are incomplete without th...

National Meeting Presentation | Unveiling California’s Health Data Revolution: The Master Patient Index Solution (Please note: The presentation slides shared provided an outline of presentations given at the AIRA 2024 National Meeting and are incomplete w...

National Meeting Presentation | Using Vaccination Data to Promote Immunization Compliance Among Providers (Please note: The presentation slides shared provided an outline of presentations given at the AIRA 2024 National Meeting and are incomplete without th...

Takeaways from the IIS Data Analyst Collaborative (IDAC) in April 2024

Takeaways from the IIS Data Analyst Collaborative (IDAC) in February 2024