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Overview

Validating data from Health IT systems is the cornerstone of effective Health IT Enabled QI. Ensuring that Health IT-generated reports and data reflect an accurate picture of the care and outcomes of your population ensures that data is actionable for quality improvement, monitoring as well as many other purposes. This validation must be ongoing as system , provider, workflow, and other changes, can all impact accuracy of data. This section provides worksheets, guides, and tips for validating data.

Data Accuracy Resources
Event date: 4/22/2026 3:00 PM - 4:00 PM Export event

HITEQ Skill Builder Series | Building Tomorrow's Health Center Health IT and Data Systems, Today

Use Case 1: Getting Ahead of the Hype: Proactive Strategies for Managing AI in Health Centers

Session Description: This session helped participants shift from readiness to proactive management by developing concrete strategies for tailoring AI use by role and within their organization. An expert panel discussed policies that support ethical use, maximize value, and create adaptable systems to withstand the AI frenzy.

Series Description: 
This learning pathway is a comprehensive, structured series designed for health center leaders and IT professionals focused on the future of their organization's technology infrastructure. This progression guides participants through the strategic considerations, best practices, and innovative approaches to designing and implementing robust Health IT and data systems. Moving from foundational principles to advanced concepts, the series covers topics such as system interoperability, data governance, scalable architecture, and leveraging emerging technologies to enhance patient care and operational effectiveness. By the end of this pathway, you will have a clear roadmap for building a resilient, integrated, and future-ready health IT ecosystem.

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Acknowledgements

This resource collection was compiled by the HITEQ Center staff with guidance from HITEQ Advisory Committee members and collaborators of the HITEQ Center.