Preventing the deterioration of bank loan portfolio quality: a focus on unlikely-to-pay loans

References

• Abid, Lobna, Med N. Ouertani, and Sonia Zouari-Ghorbel. 2014. “Macroeconomic and Bank-Specific Determinants of Household’s Non-performing Loans in Tunisia: A Dynamic Panel Data.” Procedia Economics and Finance 13: 58–68.
   Google Scholar
• Accornero, M., P. Alessandri, L. Carpinelli, and A. M. Sorrentino. 2017. “Non-performing Loans and the Supply of Bank Credit: Evidence from Italy.” Bank of Italy Occasional Paper, No. 374.
   Google Scholar
• Aggarwal, Raj, and Kevin T. Jacques. 2001. “The Impact of FDICIA and Prompt Corrective Action on Bank Capital and Risk: Estimates Using a Simultaneous Equations Model.” Journal of Banking and Finance 25 (6): 1139–1160.
   Web of Science ®Google Scholar
• Amador, Juan S., José E. Gòmez-Gonzàlez, and Andrés M. Pabòn. 2013. “Loans Growth and Banks’ Risk New Evidence.” Borradores de Economis, num. 763.
   Google Scholar
• Arellano, Manuel, and Stephen Bond. 1991. “Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations.” Review of Economic Studies 58 (3): 277–297.
   Google Scholar
• Arellano, M., and O. Bover 1994. “Participación laboral femenina en España durante los ochenta.” Boletín económico-Banco de España (10): 63–67.
   Google Scholar
• Arellano, Manuel, and Olympia Bover. 1995. “Another Look at the Instrumental Variable Estimation of Error-Components Models.” Journal of Econometrics 68 (1): 29–51.
   Web of Science ®Google Scholar
• Asea, P. K., and B. Blomberg 1998. “Lending Cycles.” Journal of Econometrics 83 (1–2): 89–128.
   Web of Science ®Google Scholar
• Ayadi, R., D. Cucinelli, and W. DeGroen. 2019. “Banking Business Model Monitor: Performance, Risk, Response to Regulation and Resolution: 2005–2017.” Available at file:///C:/Users/doria/Downloads/Banking-Business-Models-Monitor-Europe-2019.pdf.
   Google Scholar
• Baldini, A., and M. Causi. 2020. “Restoring Credit Market Stability Conditions in Italy: Evidences on Loan and Bad Loan Dynamics.” The European Journal of Finance 26 (7–8): 746–773.
   Web of Science ®Google Scholar
• Bank of Italy. 2018. “Rapporto di stabilità finanziaria.” November.
   Google Scholar
• Barth, J. R., G. Caprio, Jr., and R. Levine. 2004. “Bank Regulation and Supervision: What Works Best?” Journal of Financial Intermediation 13: 205–248.
   Web of Science ®Google Scholar
• Baselga-Pascual, Laura, Antonio Trujillo-Ponce, and Clara Cardone-Riportella. 2015. “Factors Influencing Bank Risk in Europe: Evidence from the Financial Crisis.” North American Journal of Economics and Finance 34: 138–166.
   Web of Science ®Google Scholar
• Beck, Ronald, Petr Jakubik, and Anamaria Piloiu. 2015. “Key Determinants of Non-performing Loans: new Evidence from a Global Sample.” Open Economies Review 26: 525–550.
   Web of Science ®Google Scholar
• Berger, Allen N., and Robert DeYoung. 1997. “Problem Loans and Cost Efficiency in Commercial Banks.” Journal of Banking and Finance 21: 849–870.
   Web of Science ®Google Scholar
• Berger, Allen N., and Gregory F. Udell. 2004. “The Institutional Memory Hypothesis and the Procyclicality of Bank Lending Behavior.” Journal of Financial Intermediation 13 (4): 458–495.
   Web of Science ®Google Scholar
• Bikker, Jacob A., and Paul A. J. Metzemakers. 2005. “Bank Provisioning Behaviour and Procyclicality.” Journal of International Financial Markets, Institutions and Money 15: 141–157.
   Google Scholar
• Blundell, Richard, and Stephen Bond. 1998. “Initial Conditions and Moment Restrictions in Dynamic Panel Data Models.” Journal of Econometrics 87 (3): 115–143.
   Google Scholar
• Bofondi, M., L. Carpinelli, and E. Sette 2018. “Credit Supply During a Sovereign Debt Crisis.” Journal of the European Economic Association 16 (3): 696–729.
   Web of Science ®Google Scholar
• Bofondi, Marcello, and Giorgio Gobbi. 2004. “Bad Loans and Entry into Local Credit Markets.” Bank of Italy, Vol. 509.
   Google Scholar
• Bofondi, Marcello, and Tiziano Ropele. 2011. “Macroeconomic Determinants of Bad Loans: Evidence from Italian Banks.” Occasional Paper, Bank of Italy, No. 89.
   Google Scholar
• Bonaccorsi di Patti, E., and A. Kashyap. 2017. “Which Banks Recover from Large Adverse Shocks?” National Bureau of Economic Research, NBER Working Paper No. 23654, August.
   Google Scholar
• Boudriga, Abdelkader, Neila Boulila, and Sana Jellouli. 2009. “Does Bank Supervision Impact Nonperforming Loans: Cross-Country Determinants Using Aggregate Data?” MPRA Paper No. 18068.
   Google Scholar
• Castro, Vitor. 2013. “Macroeconomic Determinants of the Credit Risk in the Banking System: The Case of the GIPSI.” Economic Modelling 31: 672–683.
   Web of Science ®Google Scholar
• Chaibi, Hasna. 2016. “Determinants of Problem Loans: Non-performing Loans vs Loan Quality Deterioration.” International Business Research 9 (10): 86–93.
   Google Scholar
• Chavan, P., and L. Gambacorta 2019. “Bank Lending and Loan Quality: an Emerging Economy Perspective.” Empirical Economics 57 (1): 1–29.
   Web of Science ®Google Scholar
• Cucinelli, Doriana, Maria L. Di Battista, Malvina Marchese, and Laura Nieri. 2018. “Credit Risk in European Banks: The Bright Side of the Internal Ratings Based Approach.” Journal of Banking and Finance 93: 213–229.
   Web of Science ®Google Scholar
• Dell’Arriccia, Giovanni, and Robert Marquez. 2006. “Lending Booms and Lending Standards.” The Journal of Finance 61 (5): 2511–2546.
   Web of Science ®Google Scholar
• Espinoza, Raphael, and Ananthaktishnan Prasad. 2010. “Non Performing Loans in the GCC Banking System and their Macroeconomic Effects.” IMF Working Paper, WP/10/224, International Monetary Fund.
   Google Scholar
• European Banking Authority. 2016. “Final Report on the Application of the Definition of Default under Article 178 of Regulation (EU) No 575/2013.” EBA/GL/2016/07, 29 September.
   Google Scholar
• European Banking Authority. 2018. “Final Report. Guidelines on Management of Non-performing and Forborne Exposures.” EBA/GL/2018/06, 31 October.
   Google Scholar
• European Central Bank. 2017. “Addendum to the ECB Guidance to Banks on Non-performing Loans: Prudential Provisioning Backstop for Non-performing Exposures ”.
   Google Scholar
• European Commission. 2016. “Commission Regulation (EU) No. 2016/2067 of 22 November 2016.” Official Journal of the European Union, 29 November.
   Google Scholar
• European Council. 2017. “Council Conclusions on Action Plan to Tackle Non-performing Loans in Europe.” July.
   Google Scholar
• European Parliament. 2018. “Non Performing Loans in the Banking Union. Stocktaking and Challenges.” Briefing Economic Governance Support Unit. October.
   Google Scholar
• European Parliament. 2019. “Regulation (EU) 2019/630 of the European Parliament and of the Council of 17 April 2019 Amending Regulation (EU) No 575/2013 as Regards Minimum Loss Coverage for Non-performing Exposures.” Official Journal of the European Union, 25 April.
   Google Scholar
• Foos, Daniel, Lars Norden, and Martin Weber. 2010. “Loan Growth and Riskiness of Banks.” Journal Banking and Finance 34: 2929–2940.
   Web of Science ®Google Scholar
• Ghosh, Amit. 2015. “Banking-Industry Specific and Regional Economic Determinants of Non-performing Loans: Evidence from US States.” Journal of Financial Stability 20: 93–104.
   Web of Science ®Google Scholar
• Glen, Jack, and Camilo Mondragón-Vélez. 2011. “Business Cycle Effects on Commercial Bank Loan Portfolio Performance in Developing Economies.” International Finance Corporation, World Bank Group.
   Google Scholar
• Godlewski, Christophe J. 2005. “Bank Capital and Credit Risk Taking in Emerging Market Economies.” Journal of Banking Regulation 6 (2): 128–145.
   Google Scholar
• Grigoli, F., M. Mansilla, and M. Saldías. 2018. “Macro-financial Linkages and Heterogeneous Non-performing Loans Projections: An Application to Ecuador.” Journal of Banking & Finance 97: 130–141.
   Web of Science ®Google Scholar
• Hou, Y., and D. Dickinson. 2007. “The Non-performing Loans: Some Bank-Level Evidences.” Euro-Philippines Network in Banking and Finance Enhancing Teaching and Research, 27 August.
   Google Scholar
• Jimenez, Gabriel, and Jesùs Saurina. 2006. “Credit Cycles, Credit Risk, and Prudential Regulation.” International Journal of Central Banking 2: 65–98.
   Google Scholar
• Keeton, William R. 1999. “Does Faster Loan Growth Lead to Higher Loan Losses.” Federal Reserve Bank of Kansas City Economic Review 1999 (2nd quarter): 57–75.
   Google Scholar
• Keeton, William R., and Charles Morris. 1987. “Why Do Banks’ Loan Losses Differ?” Federal Reserve Bank of Kansas City, Economic Review, May, 3–21.
   Google Scholar
• Klein, Nir. 2013. “Non-performing Loans in CESEE: Determinants and Impact on Macroeconomic Performance.” IMF Working Paper. WP/13/72.
   Google Scholar
• Laeven, Luc, and Giovanni Majnoni. 2003. “Loan Loss Provisioning and Economic Slowdowns: Too Much, Too Late?” Journal of Financial Intermediation 12: 178–197.
   Web of Science ®Google Scholar
• Louzis, Dimitrios P., Angelos T. Vouldis, and Vasilios L. Metaxas. 2012. “Macroeconomic and Bank-Specific Determinants of Non-performing Loans in Greece: A Comparative Study of Mortgage, Business and Consumer Loan Portfolios.” Journal of Banking and Finance 36: 1012–1027.
   Web of Science ®Google Scholar
• Lown, C., and D. P. Morgan 2006. “The Credit Cycle and the Business Cycle: New Findings Using the Loan Officer Opinion Survey.” Journal of Money, Credit and Banking 38 (6): 1575–1597.
   Web of Science ®Google Scholar
• Macit, F. 2012. “What Determines the Non-performing Loans Ratio: Evidence from Turkish Commercial Banks.” Center for Economic Analysis 13: 33–39.
   Google Scholar
• Makri, Vasiliki, Athanasios Tsagkanos, and Athanasios Bellas. 2014. “Determinants of Non-performing Loans: The Case of Eurozone.” Panoeconomicus 61: 193–206.
   Web of Science ®Google Scholar
• Marcucci, Juri, and Mario Quagliariello. 2009. “Asymmetric Effects of the Business Cycle on Bank Credit Risk.” Journal of Banking and Finance 33: 1624–1635.
   Web of Science ®Google Scholar
• Olszak, M., P. Chodnicka-Jaworska, I. Kowalska, and F. Świtała. 2018. “Bank-Type Specific Determinants of Sensitivity of Loan-Loss Provisions to Business Cycle.” The European Journal of Finance 24 (17): 1672–1698.
   Web of Science ®Google Scholar
• Ozili, P. K. 2019. “Non-performing Loans and Financial Development: New Evidence.” The Journal of Risk Finance 20 (1): 59–81.
   Web of Science ®Google Scholar
• Panetta, F. 2013. “Il Credito e il finanziamento alle imprese in Reload Banking.” La banca del Domani per un Nuovo Sviluppo dell’Italia, Banca d’Italia.
   Google Scholar
• Podpiera, Jiri, and Laurent Weill. 2008. “Bad Luck or Bad Management? Emerging Banking Market Experience.” Journal of Financial Stability 4: 135–148.
   Web of Science ®Google Scholar
• Poghosyan, T., and M. Cihak. 2011. “Determinants of Bank Distress in Europe: Evidence from a New Data Set.” Journal of Financial Services Research 40: 163–184.
   Web of Science ®Google Scholar
• PriceWaterCoooper. 2019. “The Italian NPL Market.” https://www.pwc.com/it/it/publications/npl/doc/the-Italian-NPL-market-dec2019.pdf.
   Google Scholar
• PriceWaterHouse Cooper. 2018. “The Italian NPL Market. Entering a New Era”.
   Google Scholar
• Quagliariello, Marco. 2008. “Does Macroeconomy Affect Bank Stability? A Review of the Empirical Evidence.” Journal of Banking Regulation 9 (2): 102–115.
   Google Scholar
• Radlet, Steven, and Jeffrey Sachs. 1998. “The Onset of the East Asian Financial Crisis.” Nber Working Paper Series.
   Google Scholar
• Rajan, R. 1994. “Why Bank Credit Policies Fluctuate.” The Quarterly Journal of Economics 2 (109): 399–441.
   Google Scholar
• Ranjan, Rajiv, and Sarat C. Dhal. 2003. “Nonperforming Loans and Terms of Credit of Public Sector Banks in India: An Empirical Assessment.” Reserve Bank of India Occasional Papers 24: 81–121.
   Google Scholar
• Rime, Bertrand. 2001. “Capital Requirements and Bank Behaviour: Empirical Evidence for Switzerland.” Journal of Banking and Finance 25 (4): 789–805.
   Web of Science ®Google Scholar
• Roodman, David. 2009. “How to Do Xtabond2: An Introduction to Difference and System GMM in Stata.” The Stata Journal: Promoting Communications on Statistics and Stata 9 (1): 86–136.
   Google Scholar
• Rossi, Stefania P. S., Markus Schwaiger, and Gerhard Winkler. 2005. “Managerial Behavior and Cost/Profit Efficiency in the Banking Sectors of Central and Eastern European Countries.” Working Paper No. 96, Austrian National Bank.
   Google Scholar
• Shrives, Ronald E., and Drew Dahl. 1992. “The Relationship Between Risk and Capital in Commercial Banks.” Journal of Banking and Finance 16 (2): 439–457.
   Web of Science ®Google Scholar
• Sinkey, J. F., and M. Greenawalt. 1991. “Loan-Loss Experience and Risk-Taking Behavior at Large Commercial Banks.” Journal of Financial Services Research 5 (1): 43–59.
   Google Scholar
• Temesvary, Judit, and Adam Banai. 2017. “The Drivers of Foreign Bank Lending in Central and Eastern Europe: The Roles of Parent, Subsidiary and Host Market Traits.” Journal of International Money and Finance 79: 157–173.
   Web of Science ®Google Scholar
• Vithessonthi, Chaiporn. 2016. “Deflation, Bank Credit Growth, and Non-performing Loans: Evidence from Japan.” International Review of Financial Analysis 45: 295–305.
   Web of Science ®Google Scholar
• Williams, J. 2004. “Determining Management Behaviour in European Banking.” Journal of Banking and Finance 28: 2427–2460.
   Web of Science ®Google Scholar
• Windmeijer, Frank. 2005. “A Finite Sample Correction for the Variance of Linear Efficient Two-Step GMM Estimators.” Journal of Econometrics 126 (1): 25–51.
   Web of Science ®Google Scholar