References
- Aigner, D., C. A. Knox Lovelll, and P. Schmidt. 1977. “Formulation and Estimation of Stochastic Frontier Production Function Models.” Journal of Econometrics 6 (1): 21–37. doi:https://doi.org/10.1016/0304-4076(77)90052-5.
- Altunbas, Y., S. Carbo, E. P. M. Gardener, and P. Molyneux. 2007. “Examining the Relationships Between Capital, Risk and Efficiency in European Banking.” European Financial Management 13 (1): 49–70.
- Andreou, P. C., I. Karasamani, C. Louca, and D. Ehrlich. 2017. “The Impact of Managerial Ability on Crisis-Period Corporate Investment.” Journal of Business Research 79 (May): 107–122. doi:https://doi.org/10.1016/j.jbusres.2017.05.022.
- Andreou, P. C., D. Philip, and P. Robejsek. 2016. “Bank Liquidity Creation and Risk-Taking: Does Managerial Ability Matter?” Journal of Business Finance and Accounting 43 (1–2): 226–259. doi:https://doi.org/10.1111/jbfa.12169.
- Andrews, D. W. K., and B. Lu. 2001. “Consistent Model and Moment Selection Procedures for GMM Estimation with Application to Dynamic Panel Data Models.” Journal of Econometrics 101 (1): 123–164. doi:https://doi.org/10.1016/S0304-4076(00)00077-4.
- Arellano, M., and S. Bond. 1991. “Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations.” The Review of Economic Studies 58 (2): 277. doi:https://doi.org/10.2307/2297968.
- Arellano, M., and O. Bover. 1995. “Another Look at the Instrumental Variable Estimation of Error-Components Models.” Journal of Econometrics 68 (1): 29–51. doi:https://doi.org/10.1016/0304-4076(94)01642-D.
- Assaf, A., A. N. Berger, R. A. Roman, and E. G. Tsionas. 2019. “Does Efficiency Help Banks Survive and Thrive During Financial Crises?” Journal of Banking and Finance 106: 445–470. doi:https://doi.org/10.2139/ssrn.2970251.
- Badunenko, O., and S. C. Kumbhakar. 2017. “Economies of Scale, Technical Change and Persistent and Time-Varying Cost Efficiency in Indian Banking: Do Ownership, Regulation and Heterogeneity Matter?” European Journal of Operational Research 260 (2): 789–803. doi:https://doi.org/10.1016/j.ejor.2017.01.025.
- 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. doi:https://doi.org/10.1080/1351847X.2019.1663229.
- Bank of Italy. 2013. La recente analisi dei prestiti deteriorati condotta dalla Banca d’Italia: principali caratteristiche e risultati.
- Beaton, K., A. Myrvoda, and S. Thompson. 2016. “Non-Performing Loans in the ECCU : Determinants and Macroeconomic Impact.” IMF Working Paper, 1–33. doi:https://doi.org/10.5089/9781475555714.001.
- Beatty, A., and S. Liao. 2014. “Financial Accounting in the Banking Industry: A Review of the Empirical Literature.” Journal of Accounting and Economics 58 (2–3): 339–383. doi:https://doi.org/10.1016/j.jacceco.2014.08.009.
- Becchetti, L., R. Ciciretti, and A. Paolantonio. 2016. “The Cooperative Bank Difference Before and After the Global Financial Crisis.” Journal of International Money and Finance 69: 224–246. doi:https://doi.org/10.1016/j.jimonfin.2016.06.016.
- Beck, R., P. Jakubik, and A. Piloiu. 2015. “Key Determinants of Non-Performing Loans: New Evidence from a Global Sample.” Open Economies Review 26 (3): 525–550. doi:https://doi.org/10.1007/s11079-015-9358-8.
- Ben Naceur, S., K. Marton, and C. Roulet. 2018. “Basel III and Bank-Lending: Evidence from the United States and Europe.” Journal of Financial Stability 39: 1–27. doi:https://doi.org/10.1016/j.jfs.2018.08.002.
- Berger, A. N., and R. DeYoung. 1997. “Problem Loans and Cost Efficiency in Commercial Banks.” Journal of Banking and Finance 21 (6): 849–870. doi:https://doi.org/10.1016/S0378-4266(97)00003-4.
- Bertrand, M., and A. Schoar. 2003. “Managing with Style: The Effect of Managers on Firm Policies.” Quarterly Journal of Economics 118 (4): 1169–1208.
- Blasch, J., N. Boogen, M. Filippini, and N. Kumar. 2017. “Explaining Electricity Demand and the Role of Energy and Investment Literacy on end-use Efficiency of Swiss Households.” Energy Economics 68: 89–102. doi:https://doi.org/10.1016/j.eneco.2017.12.004.
- Bloom, N., S. Bond, and J. Van Reenen. 2007. “Uncertainty and Investment Dynamics.” Review of Economic Studies 74 (2): 391–415.
- Blundell, R., and S. Bond. 1998. “Initial Conditions and Moment Restrictions in Dynamic Panel Data Models.” Journal of Econometrics 87 (1): 115–143. doi:https://doi.org/10.1016/S0304-4076(98)00009-8.
- Bofondi, M., and T. Ropele. 2011. “Macroeconomic Determinants of bad Loans: Evidence from Italian Banks.” Questioni di Economia e Finanza (Occasional Papers) 89 (89), doi:https://doi.org/10.1016/j.econlet.2016.06.031.
- Castro, V. 2013. “Macroeconomic Determinants of the Credit Risk in the Banking System: The Case of the GIPSI.” Economic Modelling 31 (1): 672–683. doi:https://doi.org/10.1016/j.econmod.2013.01.027.
- Casu, B., B. Deng, and A. Ferrari. 2017. “Post-crisis Regulatory Reforms and Bank Performance: Lessons from Asia.” European Journal of Finance 23 (15): 1544–1571. doi:https://doi.org/10.1080/1351847X.2016.1177566.
- Casu, B., and C. Girardone. 2009. “Testing the Relationship between Competition and Efficiency in Banking: A Panel Data Analysis.” Economics Letters 105 (1): 134–137. doi:https://doi.org/10.1016/j.econlet.2009.06.01.
- Cerulli, G., V. D’Apice, F. Fiordelisi, and F. Masala. 2020. “Benchmarking Non-Performing Loans.” The European Journal of Finance 26 (16): 1591–1605. doi:https://doi.org/10.1080/1351847X.2020.1794923.
- Chatelain, J. B., and K. Ralf. 2021. “2021. Inference on Time-Invariant Variables Using Panel Data: A Pretest Estimator.” Economic Modelling 97: 157–166. doi:https://doi.org/10.1016/j.econmod.2021.01.014.
- Chemmanur, T. J., and I. Paeglis. 2005. “Management Quality, Certification, and Initial Public Offerings.” Journal of Financial Economics 76 (2): 331–368. doi:https://doi.org/10.1016/j.jfineco.2004.10.001.
- Chemmanur, T. J., I. Paeglis, and K. Simonyan. 2009. “Management Quality, Financial and Investment Policies, and Asymmetric Information.” Journal of Financial and Quantitative Analysis 44 (5): 1045–1079. doi:https://doi.org/10.1017/S0022109009990299.
- Demerjian, P. R., B. Lev, M. F. Lewis, and S. E. McVay. 2013. “Managerial Ability and Earnings Quality.” Accounting Review 88 (2): 463–498. doi:https://doi.org/10.2308/accr-50318.
- Demerjian, P., B. Lev, and S. McVay. 2012. “Quantifying Managerial Ability: A New Measure and Validity Tests.” Management Science 58 (7): 1229–1248. doi:https://doi.org/10.1287/mnsc.1110.1487.
- European Commission. 2015. Country Report Italy 2015.
- European Systemic Risk Board. 2017. Resolving Non-Performing Loans in Europe (Issue July). doi:https://doi.org/10.2849/498190.
- Farrell, M. J. 1957. “The Measurement of Productive Efficiency.” Journal of the Royal Statistical Society. Series A (General) 120 (3): 253–290.
- Filippini, M., T. Geissmann, and W. H. Greene. 2018. “Persistent and Transient Cost Efficiency—an Application to the Swiss Hydropower Sector.” Journal of Productivity Analysis 49 (1): 65–77. doi:https://doi.org/10.1007/s11123-017-0522-6.
- Filippini, M., and W. Greene. 2016. “Persistent and Transient Productive Inefficiency: A Maximum Simulated Likelihood Approach.” Journal of Productivity Analysis 45 (2): 187–196. doi:https://doi.org/10.1007/s11123-015-0446-y.
- Fiordelisi, F., V. D’Apice, and V. Puopolo. 2018. “Non-Performing Loans in European Banking: The Role of Judicial Efficiency.” Presented to the American Finance Association 2018 conference, Philadelphia.
- Fiordelisi, Franco, and D. S. Mare. 2014. “Competition and Financial Stability in European Cooperative Banks.” Journal of International Money and Finance 45: 1–16. doi:https://doi.org/10.1016/j.jimonfin.2014.02.008.
- Fiordelisi, Franco, D. Marques-Ibanez, and P. Molyneux. 2011. “Efficiency and Risk in European Banking.” Journal of Banking and Finance 35 (5): 1315–1326. doi:https://doi.org/10.1016/j.jbankfin.2010.10.005.
- Fiordelisi, Franco, O. Ricci, and F. S. Stentella Lopes. 2017. “The Unintended Consequences of the Launch of the Single Supervisory Mechanism in Europe.” Journal of Financial and Quantitative Analysis 52 (6): 2809–2836. doi:https://doi.org/10.1017/S0022109017000886.
- Ghosh, A. 2015. “Banking-industry Specific and Regional Economic Determinants of Non-Performing Loans: Evidence from US States.” Journal of Financial Stability 20: 93–104. doi:https://doi.org/10.1016/j.jfs.2015.08.004.
- Ghosh, A. 2017. “Sector-specific Analysis of Non-Performing Loans in the US Banking System and their Macroeconomic Impact.” Journal of Economics and Business 93: 29–45. doi:https://doi.org/10.1016/j.jeconbus.2017.06.002.
- Girardone, C., P. Molyneux, and E. P. M. Gardener. 2004. “Analysing the Determinants of Bank Efficiency: The Case of Italian Banks.” Applied Economics 36 (3): 215–227.
- Granger, C. J. W. 1969. “Investigating Causal Relations by Econometric Models and Cross-Spectral Methods.” Econometrica 37 (3): 424–438.
- Jassaud, Nadège, and K. Kang. 2015. “A Strategy for Developing a Market for Nonperforming Loans in Italy.” IMF Working Papers 15 (24): 1. doi:https://doi.org/10.5089/9781498337984.001.
- Jeitschko, T. D., and S. D. Jeung. 2005. “Incentives for Risk-Taking in Banking - A Unified Approach.” Journal of Banking and Finance 29 (3): 759–777.
- Jiménez, G., S. Ongena, J. L. Peydró, and J. Saurina. 2017. “Macroprudential Policy, Countercyclical Bank Capital Buffers, and Credit Supply: Evidence from the Spanish Dynamic Provisioning Experiments.” Journal of Political Economy 125 (6): 2126–2177. doi:https://doi.org/10.1086/694289.
- Kleibergen, F., and R. Paap. 2006. “Generalized Reduced Rank Tests Using the Singular Value Decomposition.” Journal of Econometrics 133 (1): 97–126. doi:https://doi.org/10.1016/j.jeconom.2005.02.011.
- Koutsomanoli-Filippaki, A., and E. Mamatzakis. 2009. “Performance and Merton-Type Default Risk of Listed Banks in the EU: A Panel VAR Approach.” Journal of Banking and Finance 33 (11): 2050–2061. doi:https://doi.org/10.1016/j.jbankfin.2009.05.009.
- Kripfganz, S., and C. Schwarz. 2019. “Estimation of Linear Dynamic Panel Data Models with Time-Invariant Regressors.” Journal of Applied Econometrics 34 (4): 526–546. doi:https://doi.org/10.1002/jae.2681.
- Kumbhakar, S. C., G. Lien, and J. B. Hardaker. 2014. “Technical Efficiency in Competing Panel Data Models: A Study of Norwegian Grain Farming.” Journal of Productivity Analysis 41 (2): 321–337. doi:https://doi.org/10.1007/s11123-012-0303-1.
- Lien, G., S. C. Kumbhakar, and H. Alem. 2018. “Endogeneity, Heterogeneity, and Determinants of Inefficiency in Norwegian Crop-Producing Farms.” International Journal of Production Economics 201 (April): 53–61. doi:https://doi.org/10.1016/j.ijpe.2018.04.023.
- Louzis, D. P., A. T. Vouldis, and V. 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 (4): 1012–1027. doi:https://doi.org/10.1016/j.jbankfin.2011.10.012.
- Luo, Y., S. Tanna, G. De Vita. 2016. “Financial Openness, Risk and Bank Efficiency: Cross-Country Evidence.” Journal of Financial Stability 24: 132–148.
- Nickell, S. 1981. “Biases in Dynamic Models with Fixed Effects.” Econometrica 49 (6): 1417–1426. doi:https://doi.org/10.1016/0165-1765(88)90046-8.
- Podpiera, J., and L. Weill. 2008. “Bad Luck or Bad Management?” Emerging Banking Market Experience. Journal of Financial Stability 4 (2): 135–148. doi:https://doi.org/10.1016/j.jfs.2008.01.005.
- Quagliariello, M. 2007. “Banks’ Riskiness Over the Business Cycle: A Panel Analysis on Italian Intermediaries.” Applied Financial Economics 17 (2): 119–138. doi:https://doi.org/10.1080/09603100500486501.
- Radić, N., F. Fiordelisi, and C. Girardone. 2012. “Efficiency and Risk-Taking in Pre-Crisis Investment Banks.” Journal of Financial Services Research 41 (1–2): 81–101. doi:https://doi.org/10.1007/s10693-011-0111-1.
- Rajan, R. 1994. “Why Bank Credit Policies Fluctuate.” The Quarterly Journal of Economics 2 (109): 399–441.
- Reinhart, C. M., and K. S. Rogoff. 2011. “From Financial Crash to Debt Crisis.” American Economic Review 101 (5): 1676–1706. doi:https://doi.org/10.1257/aer.101.5.1676.
- Roodman, D. 2009. “Practitioners’ Corner: A Note on the Theme of Too Many Instruments.” Oxford Bulletin of Economics and Statistics 71 (1): 135–158. doi:https://doi.org/10.1111/j.1468-0084.2008.00542.x.
- Salas, V., and J. Saurina. 2002. “Credit Risk in two Institutional Regimes: Spanish Commercial and Savings Banks.” Journal of Financial Services Research 22 (3): 203–224. doi:https://doi.org/10.1023/A:1019781109676.
- Schivardi, F., E. Sette, and G. Tabellini. 2017. “Credit Misallocation During the European Financial Crisis.” SSRN Electronic Journal 66. doi:https://doi.org/10.2139/ssrn.3051189.
- Schmidt, P. 2011. “One-step and two-Step Estimation in SFA Models.” Journal of Productivity Analysis 36 (2): 201–203. doi:https://doi.org/10.1007/s11123-011-0228-0.
- Sealey, C. W., and J. T. Lindley. 1977. “Inputs, Outputs, and a Theory of Production and Cost at Depository Financial Institutions.” The Journal of Finance 32 (4): 1251–1266. doi:https://doi.org/10.2307/2326527.
- Sims, C. A. 1972. “Money, Income, and Causality.” American Economic Review 62 (4): 540–552.
- Stern, G. H., and R. J. Feldman. 2008. “Managing the Expanded Safety Net.” The Region, Federal Reserve Bank of Minneapolis 22: 4–11.
- Tsionas, E., and S. Kumbhakar. 2014. “Firm Heterogeneity, Persistent and Transient Technical Inefficiency: A Generalized True Random-Effects Model.” Journal of Applied Econometrics 29: 110–132. doi:https://doi.org/10.1002/jae.
- Wang, H. J., and P. Schmidt. 2002. “One-step and two-Step Estimation of the Effects of Exogenous Variables on Technical Efficiency Levels.” Journal of Productivity Analysis 18 (2): 129–144. doi:https://doi.org/10.1023/A:1016565719882.
- Williams, J. 2004. “Determining Management Behaviour in European Banking.” Journal of Banking and Finance 28 (10): 2427–2460. doi:https://doi.org/10.1016/j.jbankfin.2003.09.010.
- Windmeijer, F. 2005. “A Finite Sample Correction for the Variance of Linear Efficient two-Step GMM Estimators.” Journal of Econometrics 126 (1): 25–51. doi:https://doi.org/10.1016/j.jeconom.2004.02.005.