How to conduct a proper root cause analysis. Outlier AI Blocked Unblock Follow Following. May 24, 2017. ... Understanding the underlying causes of change is known as root cause analysis. The root cause is the action or event that eventually results in the change. ... Never miss a story from Towards Data Science.