Building a Propensity Model for Collections: How US Banks Predict Payment Behaviour Before Default

TL;DR Once an account transitions to default, the probability of curing it drops to 7%. That single figure, drawn from research on consumer credit default transitions, is the entire business case for propensity modelling in collections. The probability of a current account transitioning to default sits at 23%. The probability of recovering an account that […]


