This paper develops a novel measure of state fragility: the probability of state failure. We define state failure as …, institutional deficiency, and public service deterioration. Using a machine-learning approach, we estimate failure probabilities for … are the main predictors of failure, whereas aggregate macroeconomic conditions contribute little. State failure is highly …