Thank you to everyone who joined us for the April 2026 member-led webinar, “Making Population Health Data Trustworthy at State Scale,” presented by Clinical Architecture. During the session, Laura Nixon, VP, Interoperability Solutions, Clinical Architecture, and Russell Dexter, Director of Analytics and Data Quality, Connie, shared real-world insights on improving the usability and trustworthiness of population health data—particularly race, ethnicity, and language (REL) data.

Key takeaways included:

• Evaluating demographic data at the point of aggregation is critical to building confidence in population health and equity analysis
• Common data quality and usability gaps organizations face—and how to identify them
• Practical strategies for engaging data contributors to improve consistency and reliability across systems
• An overview of the Patient Information Quality Improvement (PIQI) Framework and how that framework and its methodology make scoring objective and repeatable

If you have any questions or would like to continue the conversation, feel free to reach out to us at .