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IIS Assessment Aggregate Status Report - Data Quality Incoming/Ongoing Assessment

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...

November 2025 IDAC Takeaway Notes

November 2025 IDAC Takeaway Notes

Issued on December 8, 2025 by AIRA

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.

Measures and Tests for IIS Assessment - Data at Rest (DAR)

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.

May 2025 IDAC Takeaways

May 2025 IDAC Takeaways

Issued on May 22, 2025 by AIRA

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...

November 2024 IDAC Takeaways

November 2024 IDAC Takeaways

Issued on November 27, 2024 by AIRA

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

June 2024 IDAC Takeaways

June 2024 IDAC Takeaways

Issued on June 20, 2024 by AIRA

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

Advancing Patient Matching in IIS: Leveraging the DAR-Like Method for Enhanced Data Quality

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...

Applied Analytics – Improving Data Exchange and Data Quality

Applied Analytics – Improving Data Exchange and Data Quality

Issued on May 3, 2024 by Envision Technology Partners, 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...

Assessing Address Validity in the NDIIS Using Smarty

Assessing Address Validity in the NDIIS Using Smarty

Issued on May 3, 2024 by North Dakota Department of Health and Human Services

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...

Comparative Analysis Between Manual and Automated Onboarding Processes in Texas

Comparative Analysis Between Manual and Automated Onboarding Processes in Texas

Issued on May 3, 2024 by Texas Department of State Health Services

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...

Creating Robust Data Sets by Securely Matching Data Across Organizations

Creating Robust Data Sets by Securely Matching Data Across Organizations

Issued on May 3, 2024 by Minnesota Department of Health

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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...

Deduplication of Temporary Name Records Using Probabilistic Matching

Deduplication of Temporary Name Records Using Probabilistic Matching

Issued on May 3, 2024 by Michigan Department of Health and Human Services

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...

Denominator Inflation: An Opportunity to Discuss, Share, and Build Collaboration

Denominator Inflation: An Opportunity to Discuss, Share, and Build Collaboration

Issued on May 3, 2024 by Connecticut Department of Public Health

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...

Effectively Onboarding Providers Through Data Quality Analysis, Ensuring Interoperability Readiness

Effectively Onboarding Providers Through Data Quality Analysis, Ensuring Interoperability Readiness

Issued on May 3, 2024 by Louisiana Department of Health and Hospitals, STChealth

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...

Evaluating IIS Data Quality in MO: An Ongoing Collaborative Effort

Evaluating IIS Data Quality in MO: An Ongoing Collaborative Effort

Issued on May 3, 2024 by Missouri Department of Health and Senior Services

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...

Health Dashboards for Oklahoma: Tools to Strategize Vaccination Mobility and Improvements

Health Dashboards for Oklahoma: Tools to Strategize Vaccination Mobility and Improvements

Issued on May 3, 2024 by Oklahoma State Department of Health

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...

IIS Deduplication: A Refined and Effective Approach

IIS Deduplication: A Refined and Effective Approach

Issued on May 3, 2024 by Maryland Department of Health

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...