IDEAS home Printed from https://ideas.repec.org/a/eee/streco/v61y2022icp227-241.html
   My bibliography  Save this article

A long-term analysis of efficiency in the Italian banking system from 1861 to 2010

Author

Listed:
  • Agovino, Massimiliano
  • Bartoletto, Silvana
  • Garofalo, Antonio

Abstract

In this paper, we analyse the performance of the Italian banking system in the 1861–2010 period. In this regard, we apply a stochastic frontier analysis cum ARDL procedure. First, we implement stochastic frontier analysis to the cost function of the Italian banking system in order to identify the years in which the banking system allocated its resources most efficiently. To this end, we propose a version of the stochastic frontier in which the inefficiency term is modelled as a linear function of the capital ratio and of the non-core ratio. The underlying hypothesis is that the efficiency of the banking system is guided by its degree of solvency and stability (capital ratio and non-core ratio, respectively). Finally, in order to verify the existence and stability of a long-term relationship between banking efficiency and capital ratio and non-core-ratio, we implement ARDL estimation. In so doing, we verify whether solvency and stability are two important factors in determining the efficiency of the Italian banking system in the long run. We show that the efficiency of the banking system is influenced negatively by the non-core ratio and positively by the capital ratio, respectively. Finally, only the non-core ratio influences the efficiency of the Italian banking system in the long run.

Suggested Citation

  • Agovino, Massimiliano & Bartoletto, Silvana & Garofalo, Antonio, 2022. "A long-term analysis of efficiency in the Italian banking system from 1861 to 2010," Structural Change and Economic Dynamics, Elsevier, vol. 61(C), pages 227-241.
  • Handle: RePEc:eee:streco:v:61:y:2022:i:c:p:227-241
    DOI: 10.1016/j.strueco.2022.02.015
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0954349X22000339
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.strueco.2022.02.015?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Dautović, Ernest, 2019. "Has regulatory capital made banks safer? Skin in the game vs moral hazard," ESRB Working Paper Series 91, European Systemic Risk Board.
    2. Chaudhuri, Kausik & Wu, Yangru, 2003. "Random walk versus breaking trend in stock prices: Evidence from emerging markets," Journal of Banking & Finance, Elsevier, vol. 27(4), pages 575-592, April.
    3. Sunil Kumar & Rachita Gulati, 2014. "Deregulation and Efficiency of Indian Banks," India Studies in Business and Economics, Springer, edition 127, number 978-81-322-1545-5, September.
    4. Souza, Geraldo da Silva e & Gomes, Eliane Gonçalves & Alves, Eliseu Roberto de Andrade & Gasques, José Garcia, 2020. "Technological progress in the Brazilian agriculture," Socio-Economic Planning Sciences, Elsevier, vol. 72(C).
    5. Carmen M. Reinhart & Kenneth S. Rogoff, 2014. "This Time is Different: A Panoramic View of Eight Centuries of Financial Crises," Annals of Economics and Finance, Society for AEF, vol. 15(2), pages 215-268, November.
    6. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    7. Barra, Cristian & Destefanis, Sergio & Lubrano Lavadera, Giuseppe, 2016. "Risk and regulation: A difference-in-differences analysis for Italian local banks," Finance Research Letters, Elsevier, vol. 17(C), pages 25-32.
    8. Berger, Allen N. & Miller, Nathan H. & Petersen, Mitchell A. & Rajan, Raghuram G. & Stein, Jeremy C., 2005. "Does function follow organizational form? Evidence from the lending practices of large and small banks," Journal of Financial Economics, Elsevier, vol. 76(2), pages 237-269, May.
    9. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    10. Carmen M. Reinhart & Kenneth S. Rogoff, 2009. "Varieties of Crises and Their Dates," Introductory Chapters, in: This Time Is Different: Eight Centuries of Financial Folly, Princeton University Press.
    11. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    12. William Greene, 2003. "Simulated Likelihood Estimation of the Normal-Gamma Stochastic Frontier Function," Journal of Productivity Analysis, Springer, vol. 19(2), pages 179-190, April.
    13. Casu, Barbara & Girardone, Claudia, 2010. "Integration and efficiency convergence in EU banking markets," Omega, Elsevier, vol. 38(5), pages 260-267, October.
    14. Òscar Jordà & Björn Richter & Moritz Schularick & Alan M Taylor, 2021. "Bank Capital Redux: Solvency, Liquidity, and Crisis," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(1), pages 260-286.
    15. Meeusen, Wim & van den Broeck, Julien, 1977. "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 18(2), pages 435-444, June.
    16. Richard S. Grossman, 2010. "Unsettled Account: The Evolution of Banking in the Industrialized World since 1800," Economics Books, Princeton University Press, edition 1, number 9219.
    17. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    18. Cole, Rebel A. & Goldberg, Lawrence G. & White, Lawrence J., 2004. "Cookie Cutter vs. Character: The Micro Structure of Small Business Lending by Large and Small Banks," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 39(2), pages 227-251, June.
    19. Paradi, Joseph C. & Zhu, Haiyan, 2013. "A survey on bank branch efficiency and performance research with data envelopment analysis," Omega, Elsevier, vol. 41(1), pages 61-79.
    20. Joon-Ho Hahm & Hyun Song Shin & Kwanho Shin, 2013. "Noncore Bank Liabilities and Financial Vulnerability," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45, pages 3-36, August.
    21. Riccardo De Bonis & Andrea Silvestrini, 2014. "The Italian financial cycle: 1861-2011," Cliometrica, Journal of Historical Economics and Econometric History, Association Française de Cliométrie (AFC), vol. 8(3), pages 301-334, September.
    22. Toniolo,Gianni Assisted by-Name:Clement,Piet, 2007. "Central Bank Cooperation at the Bank for International Settlements, 1930–1973," Cambridge Books, Cambridge University Press, number 9780521043700.
    23. Feng, Guohua & Zhang, Xiaohui, 2012. "Productivity and efficiency at large and community banks in the US: A Bayesian true random effects stochastic distance frontier analysis," Journal of Banking & Finance, Elsevier, vol. 36(7), pages 1883-1895.
    24. Borio,Claudio & Toniolo,Gianni & Clement,Piet (ed.), 2008. "The Past and Future of Central Bank Cooperation," Cambridge Books, Cambridge University Press, number 9780521877794.
    25. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    26. Sealey, Calvin W, Jr & Lindley, James T, 1977. "Inputs, Outputs, and a Theory of Production and Cost at Depository Financial Institutions," Journal of Finance, American Finance Association, vol. 32(4), pages 1251-1266, September.
    27. Wang, Ke & Huang, Wei & Wu, Jie & Liu, Ying-Nan, 2014. "Efficiency measures of the Chinese commercial banking system using an additive two-stage DEA," Omega, Elsevier, vol. 44(C), pages 5-20.
    28. Maudos, Joaquin & Pastor, Jose M. & Perez, Francisco & Quesada, Javier, 2002. "Cost and profit efficiency in European banks," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 12(1), pages 33-58, February.
    29. Federico Belotti & Silvio Daidone & Giuseppe Ilardi & Vincenzo Atella, 2013. "Stochastic frontier analysis using Stata," Stata Journal, StataCorp LP, vol. 13(4), pages 718-758, December.
    30. M. Bahmani-Oskooee & S. Chomsisengphet, 2002. "Stability of M2 money demand function in industrial countries," Applied Economics, Taylor & Francis Journals, vol. 34(16), pages 2075-2083.
    31. Stevenson, Rodney E., 1980. "Likelihood functions for generalized stochastic frontier estimation," Journal of Econometrics, Elsevier, vol. 13(1), pages 57-66, May.
    32. Royston, Patrick & White, Ian R., 2011. "Multiple Imputation by Chained Equations (MICE): Implementation in Stata," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 45(i04).
    33. Rajan, Raghuram G. & Zingales, Luigi, 2003. "The great reversals: the politics of financial development in the twentieth century," Journal of Financial Economics, Elsevier, vol. 69(1), pages 5-50, July.
    34. Massimiliano Affinito & Giorgio Albareto & Raffaele Santioni, 2016. "Purchases of sovereign debt securities by Italian banks during the crisis: the role of balance-sheet conditions," Questioni di Economia e Finanza (Occasional Papers) 330, Bank of Italy, Economic Research and International Relations Area.
    35. Elena Beccalli & Barbara Casu & Claudia Girardone, 2006. "Efficiency and Stock Performance in European Banking," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 33(1‐2), pages 245-262, January.
    36. Destefanis, Sergio, 2001. "A Non-parametric Analysis of the Italian Banking System's Efficiency," MPRA Paper 81270, University Library of Munich, Germany.
    37. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    38. Arestis, Philip & Biefang-Frisancho Mariscal, Iris, 1999. "Unit roots and structural breaks in OECD unemployment," Economics Letters, Elsevier, vol. 65(2), pages 149-156, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Nurhuda Nizar & Ahmad Danial Zainudin & Siti Zaitun Saddam & Muhammad Ridzuan Abdul Aziz, 2023. "The utilization of CAMEL framework in analyzing the financial soundness of commercial banks in Malaysia: Pre and in the time of Covid 19," Information Management and Business Review, AMH International, vol. 15(2), pages 186-196.
    2. Eunice Macrean Atieno & Caroline Ayuma & Christine Ngari, 2022. "Effectiveness of Credit Appraisal on management Non-Performing Loans in Kenyan Commercial Banks," International Journal of Research and Scientific Innovation, International Journal of Research and Scientific Innovation (IJRSI), vol. 9(11), pages 40-45, November.
    3. Eunice Macrean Atieno & Caroline Ayuma & Christine Ngari, 2022. "Effectiveness of Credit Appraisal on management Non-Performing Loans in Kenyan Commercial Banks," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 9(11), pages 40-45, November.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Agovino, Massimiliano & Bartoletto, Silvana & Garofalo, Antonio, 2019. "Modelling the relationship between energy intensity and GDP for European countries: An historical perspective (1800–2000)," Energy Economics, Elsevier, vol. 82(C), pages 114-134.
    2. Vaneet Bhatia & Sankarshan Basu & Subrata Kumar Mitra & Pradyumna Dash, 2018. "A review of bank efficiency and productivity," OPSEARCH, Springer;Operational Research Society of India, vol. 55(3), pages 557-600, November.
    3. Mai, Nhat Chi, 2015. "Efficiency of the banking system in Vietnam under financial liberalization," OSF Preprints qsf6d, Center for Open Science.
    4. Francesco Aiello & Graziella Bonanno, 2018. "Multilevel empirics for small banks in local markets," Papers in Regional Science, Wiley Blackwell, vol. 97(4), pages 1017-1037, November.
    5. Gritli, Mohamed Ilyes & Rey, Serge, 2019. "Compte capital et développement financier en Tunisie : Causalité et relation de long terme," L'Actualité Economique, Société Canadienne de Science Economique, vol. 95(4), pages 405-428, Décembre.
    6. Francesco Aiello & Graziella Bonanno, 2018. "On The Sources Of Heterogeneity In Banking Efficiency Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 32(1), pages 194-225, February.
    7. Kutlu, Levent & Mamatzakis, Emmanuel & Tsionas, Mike G., 2022. "A principal–agent approach for estimating firm efficiency: Revealing bank managerial behavior," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 79(C).
    8. Eftychia Nikolaidou & Sofoklis Vogiazas, 2014. "Credit Risk Determinants for the Bulgarian Banking System," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 20(1), pages 87-102, February.
    9. Ibrahim Ari & Muammer Koc, 2018. "Sustainable Financing for Sustainable Development: Understanding the Interrelations between Public Investment and Sovereign Debt," Sustainability, MDPI, vol. 10(11), pages 1-25, October.
    10. Bashiri Behmiri, Niaz & Pires Manso, José R., 2012. "Does Portuguese economy support crude oil conservation hypothesis?," Energy Policy, Elsevier, vol. 45(C), pages 628-634.
    11. Sahoo, Manoranjan & Babu, M. Suresh & Dash, Umakant, 2016. "Long run sustainability of current account balance of China and India: New evidence from combined cointegration test," MPRA Paper 79013, University Library of Munich, Germany, revised 2016.
    12. Senay ACIKGOZ & Anil AKCAGLAYAN, 2014. "Turkiye’de Cari Islemler Aciginin Surdurulebilirligi," Ege Academic Review, Ege University Faculty of Economics and Administrative Sciences, vol. 14(1), pages 83-97.
    13. Aamir Javed & José Alberto Fuinhas & Agnese Rapposelli, 2023. "Asymmetric Nexus between Green Technology Innovations, Economic Policy Uncertainty, and Environmental Sustainability: Evidence from Italy," Energies, MDPI, vol. 16(8), pages 1-20, April.
    14. Devi Prasad DASH & Debi Prasad BAL & Manoranjan SAHOO, 2016. "Nexus between defense expenditure and economic growth in BRIC economies: An empirical investigation," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(1(606), S), pages 89-102, Spring.
    15. Shahzad, Syed Jawad Hussain & Kumar, Ronald Ravinesh & Zakaria, Muhammad & Hurr, Maryam, 2017. "Carbon emission, energy consumption, trade openness and financial development in Pakistan: A revisit," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 185-192.
    16. Halil Alt ntas & Melike Kum, 2013. "Multivariate Granger Causality between Electricity Generation, Exports, Prices and Economic Growth in Turkey," International Journal of Energy Economics and Policy, Econjournals, vol. 3(Special), pages 41-51.
    17. Guohua Feng & Chuan Wang & Xibin Zhang, 2019. "Estimation of inefficiency in stochastic frontier models: a Bayesian kernel approach," Journal of Productivity Analysis, Springer, vol. 51(1), pages 1-19, February.
    18. repec:ipg:wpaper:2014-380 is not listed on IDEAS
    19. Joseph Kwadwo Tuffour & Thelma Mensah, 2018. "The Effects of Governance Type and Economic Crises on Foreign Direct Investment Inflows in Ghana," Foreign Trade Review, , vol. 53(2), pages 63-80, May.
    20. Olena STRYZHAK & Ramazan SAYAR & Yılmaz Onur ARI, 2022. "Geopolitical risks, GDP and tourism: an ARDL-ECM cointegration study on Ukraine," CES Working Papers, Centre for European Studies, Alexandru Ioan Cuza University, vol. 14(1), pages 85-113, May.
    21. Charles O. Manasseh & Timothy E. Mathew & Jonathan E. Ogbuabor, 2017. "Investigating the Nexus between Institutional Quality and Stock Market Development in Nigeria: An Autoregressive Distributed Lag (ARDL) Approach," African Development Review, African Development Bank, vol. 29(2), pages 272-292, June.

    More about this item

    Keywords

    Cost efficiency; Italian banks; Capital ratio; Non-core ratio; Stochastic frontier analysis;
    All these keywords.

    JEL classification:

    • N23 - Economic History - - Financial Markets and Institutions - - - Europe: Pre-1913
    • N24 - Economic History - - Financial Markets and Institutions - - - Europe: 1913-
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • C01 - Mathematical and Quantitative Methods - - General - - - Econometrics
    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:streco:v:61:y:2022:i:c:p:227-241. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/525148 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.