36  Data Quality & Analytics

36.1 Purpose

This module defines how CRAs use data to monitor site performance, identify risks, and support evidence-based oversight. Within the Trial Lifecycle Map, analytics supports continuous risk assessment during the Conduct phase.

36.2 CRA Accountability (Practical)

• Track key operational metrics
• Identify data quality risks early
• Support risk-based monitoring (RBM)
• Detect trends and systemic issues
• Escalate based on evidence, not intuition

36.3 Why This Matters

Modern trials are data-driven. CRAs who understand analytics become decision-support partners, not just monitors.