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...

Italian Abstract: Il lavoro fornisce un quadro descrittivo dei recenti flussi di richiedenti asilo in Italia e nell’Unione Europea. Dopo aver esaminato le dinamiche degli ingressi irregolari e delle richieste di protezione internazionale, si analizzano le differenze a livello europeo...

This article focuses on the application of the Pykhtin model to the Italian banking system to measure concentration risk by industry sector and geographic region. The proposed approach generalizes the portfolio model used in Pillar 1 for the calculation of the capital requirement, removing the...

After the crisis, bank regulators are considering mitigating liquidity risk by introducing quantity limits on liquidity and maturity mismatch. We argue that aggregate liquidity risk can be reduced with little deadweight loss by encouraging banks, through adequate regulatory relief, to satisfy...

Developments in the real-estate sector are of crucial importance for the business cycle and financial stability. This study analyses developments in the Italian housing market on the basis of both real and financial variables. Following the sharp contraction of the market during the financial...

We analyze the impact of the financial crisis on the structure and the dynamics of the Italian inter-bank market, focusing on monthly banks' assets and liabilities data between January 2007 and December 2010. The analysis is developed using an ad hoc data-set based on supervisory reports. The...

In this paper we use a single-equation time series approach to examine the macroeconomic determinants of banks' loan quality in Italy in the past twenty years, as measured by the ratio of new bad loans to the outstanding amount of loans in the previous period. We analyse the quality of loans to...

This paper provides an assessment of the costs of complying with Basel III for the Italian economy. The main findings are the following. For each percentage point increase in the capital ratio implemented over an eight-year horizon, the level of GDP would decline by 0.00-0.33% (0.03-0.39% if...

We assess the long-term economic impact of the new regulatory standards (the Basel III reform), answering the following questions. (1) What is the impact of the reform on long-term economic performance? (2) What is the impact of the reform on economic fluctuations? (3) What is the impact of the...

The paper considers several approaches to the measurement of firms' tax burden in order to identify significant indicators for the banking sector. It also analyses features of tax provisions which are peculiar to the Italian system. On these bases, it looks at measures affecting the tax burden...