Rapid expansion of credit strongly correlates with insolvency. There's an excellent paper by Gudrun Johnson back when she worked at the IMF that captures it in

Rapid expansion of credit strongly correlates with insolvency. There's an excellent paper by Gudrun Johnson back when she worked at the IMF that captures it in the sovereign insolvency context.