GGi: From data to insight (16 October 2026)

Summary

An integrated quality report (IQR or IQPR) connects clinical quality, experience, workforce, operations, risk and improvement. It is not every metric in one pack; it helps teams and boards judge whether services are safe, effective, caring, responsive and well-led, where assurance is limited and what must happen next. In this article, GGi senior consultant James Avery asks what constitutes a good integrated quality report. The article explores how:

• Good quality reports turn data into insight that drives change.

• Triangulated evidence explains not just what changed, but why.

• Insight must reach the frontline teams who can act.

• A seven-step test and maturity matrix shows where to improve.