Forecasting recoveries in debt collection: Debt collectors and information production

Abstract

Recent theoretical work suggests that debt collection agencies play an important role in gathering and processing debtor information. We study a comprehensive data set with information provided by original creditors and information gathered in third-party debt collection. In line with the theoretical results, the initial information is sparse and the gathered information is essential for better-informed predictions.