Misuse of the P Value: Using Quality Improvement Analyses to Identify Clinically Significant Improvements.

The example in this article highlights the pitfall of relying only on statistical analyses and P values to determine the importance of a clinical project, and provides a practical example for how run or SPC charts can be used to identify improvements over time.