Data Quality Review Program

Strengthening trust in your data through expert, non‑punitive review that validates accuracy, consistency, and clinical representation. 

The Data Quality Review (DQR) Program supports hospitals and healthcare facilities participating in the Get With The Guidelines® registries. It provides an external, collaborative review process designed to strengthen data accuracy, consistency, and reliability in a non-punitive, supportive environment.

By validating abstraction processes and improving inter-rater reliability (IRR), the DQR Program helps ensure that registry data truly reflects clinical practice—leading to stronger insights and improved internal performance.

Collaborative Support

Coding instructions for Get With The Guidelines can span hundreds of pages. Through collaboration with 51Âé¶¹ subject matter experts, participating sites gain:

· Confidence in interpreting & abstracting data consistently
· Clarity on coding standards and documentation alignment
· Validation that data accurately represents care delivery

Why the Impact Matters

Reliable data enables evidence-based decisions, supports regulatory and certification preparedness and builds trust and transparency across the care continuum. 

Key Benefits of Participation

· Clinical Accuracy & Patient Safety
· Performance Measurement & Accountability
· Quality Improvement & Program Development
· Regulatory Compliance & Certification Preparedness
· Trust & Transparency
· Research Opportunities
· No-Cost Opportunity