CLiREN-LMS
Data Quality Management and Query Resolution

Query Metrics

Key Idea

30-45 minutes Foundational Step 4 of 7
Callout

Key Idea

4 / 7
Callout

Key Idea

Query metrics help the study team understand the volume, type, timeliness, and resolution of data quality issues. They turn query management from a reactive process into a monitoring tool. A high number of queries from one site, one form, or one variable may indicate unclear CRF design, insufficient training, workflow problems, or source documentation gaps.