This report investigates the use of artificial intelligence and machine learning (AI-ML) techniques used by the Italian financial intermediaries to assess creditworthiness. The analysis aims to evaluate how financial intermediaries use AI-ML techniques for customer selection and management...

This paper analyses the main microeconomic determinants of Italian banks' purchases of sovereign debt securities from 2007 to 2013, with special reference to their balance-sheet conditions. The analysis distinguishes two phases of the crisis – the period following the Lehman Brothers collapse...

Unlikely to pay loans (UTPs) are non-performing loans (NPLs) that have a non-zero probability of returning to the performing state. This paper draws on Italian Central Credit Register data on the entire population of Italian UTP firms from 2005 to 2019, matched with firm and bank balance sheet...