Loan churn – as a recognized indicator of irresponsible and potentially predatory behavior – has been observed in various contexts and verified by known historical events and actions taken by Ginnie Mae. While supervisory regimes have been tightened since for VA programmes, the approach outlined in this paper can be extended to behaviors under other GSEs and other programmes within Ginnie Mae too, and can help detect these issues in a timely manner.