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Drivers of Productivity in the Spanish Banking Sector: Recent Evidence

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  • Christian Castro

    (Banco de España)

  • Jorge E. Galán

    (Banco de España)

Abstract

We analyse the drivers of total factor productivity of Spanish banks from early 2000, including the last financial crisis and the post-crisis period. This allows us to study changes in productivity following a major restructuring process in the banking sector such as the one experienced in Spain. Overall, we find that following a period of continued growth, productivity declined after the height of the crisis, though large banks were less affected. We also find that risk, capital levels, competition and input prices were important drivers of the differences in productivity change between banks. Finally, our results suggest that, by the end of our sample period, there was still some room for potential improvements in productivity via exploiting scale economies and enhancing cost efficiency. These opportunities appear to be generally greater for the smaller banks in our sample.

Suggested Citation

  • Christian Castro & Jorge E. Galán, 2019. "Drivers of Productivity in the Spanish Banking Sector: Recent Evidence," Journal of Financial Services Research, Springer;Western Finance Association, vol. 55(2), pages 115-141, June.
  • Handle: RePEc:kap:jfsres:v:55:y:2019:i:2:d:10.1007_s10693-019-00312-w
    DOI: 10.1007/s10693-019-00312-w
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    1. Bertay, Ata Can & Demirgüç-Kunt, Asli & Huizinga, Harry, 2013. "Do we need big banks? Evidence on performance, strategy and market discipline," Journal of Financial Intermediation, Elsevier, vol. 22(4), pages 532-558.
    2. J. W. B. Bos & M. Koetter, 2011. "Handling losses in translog profit models," Applied Economics, Taylor & Francis Journals, vol. 43(3), pages 307-312.
    3. Hughes, Joseph P. & Mester, Loretta J. & Moon, Choon-Geol, 2001. "Are scale economies in banking elusive or illusive?: Evidence obtained by incorporating capital structure and risk-taking into models of bank production," Journal of Banking & Finance, Elsevier, vol. 25(12), pages 2169-2208, December.
    4. Hughes, Joseph P. & Mester, Loretta J., 2013. "Who said large banks don’t experience scale economies? Evidence from a risk-return-driven cost function," Journal of Financial Intermediation, Elsevier, vol. 22(4), pages 559-585.
    5. Joaquín Maudos, 1996. "Eficiencia, cambio técnico y productividad en el sector bancario español: una aproximación de frontera estocástica," Investigaciones Economicas, Fundación SEPI, vol. 20(3), pages 339-358, September.
    6. Kumbhakar, Subal C, et al, 2001. "The Effects of Deregulation on the Performance of Financial Institutions: The Case of Spanish Savings Banks," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 33(1), pages 101-120, February.
    7. Berger, Allen N. & Humphrey, David B., 1991. "The dominance of inefficiencies over scale and product mix economies in banking," Journal of Monetary Economics, Elsevier, vol. 28(1), pages 117-148, August.
    8. Humphrey, David B & Pulley, Lawrence B, 1997. "Banks' Responses to Deregulation: Profits, Technology, and Efficiency," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(1), pages 73-93, February.
    9. Tortosa-Ausina, Emili, 2003. "Nontraditional activities and bank efficiency revisited: a distributional analysis for Spanish financial institutions," Journal of Economics and Business, Elsevier, vol. 55(4), pages 371-395.
    10. Joseph Hughes & William Lang & Loretta Mester & Choon-Geol Moon, 2000. "Recovering Risky Technologies Using the Almost Ideal Demand System: An Application to U.S. Banking," Journal of Financial Services Research, Springer;Western Finance Association, vol. 18(1), pages 5-27, October.
    11. Grifell-Tatje, E. & Lovell, C. A. K., 1997. "The sources of productivity change in Spanish banking," European Journal of Operational Research, Elsevier, vol. 98(2), pages 364-380, April.
    12. Berger, Allen N. & Mester, Loretta J., 1997. "Inside the black box: What explains differences in the efficiencies of financial institutions?," Journal of Banking & Finance, Elsevier, vol. 21(7), pages 895-947, July.
    13. Ana Lozano-Vivas, 1998. "Efficiency and technical change for Spanish banks," Applied Financial Economics, Taylor & Francis Journals, vol. 8(3), pages 289-300.
    14. Zvi Griliches, 1992. "Output Measurement in the Service Sectors," NBER Books, National Bureau of Economic Research, Inc, number gril92-1, March.
    15. David Humphrey, 1993. "Cost and technical change: Effects from bank deregulation," Journal of Productivity Analysis, Springer, vol. 4(1), pages 9-34, June.
    16. Sarmiento, Miguel & Galán, Jorge E., 2017. "The influence of risk-taking on bank efficiency: Evidence from Colombia," Emerging Markets Review, Elsevier, vol. 32(C), pages 52-73.
    17. David C. Wheelock & Paul W. Wilson, 2012. "Do Large Banks Have Lower Costs? New Estimates of Returns to Scale for U.S. Banks," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44(1), pages 171-199, February.
    18. Amel, Dean & Barnes, Colleen & Panetta, Fabio & Salleo, Carmelo, 2004. "Consolidation and efficiency in the financial sector: A review of the international evidence," Journal of Banking & Finance, Elsevier, vol. 28(10), pages 2493-2519, October.
    19. Jacopo Timini, 2018. "The drivers of Italian exports and product market entry: 1862-1913 (Updated August 2020)," Working Papers 1836, Banco de España, revised Aug 2020.
    20. Berger, Allen N. & Humphrey, David B., 1997. "Efficiency of financial institutions: International survey and directions for future research," European Journal of Operational Research, Elsevier, vol. 98(2), pages 175-212, April.
    21. Cuesta, Rafael A. & Orea, Luis, 2002. "Mergers and technical efficiency in Spanish savings banks: A stochastic distance function approach," Journal of Banking & Finance, Elsevier, vol. 26(12), pages 2231-2247.
    22. Luc Laeven & Lev Ratnovski & Hui Tong, 2014. "Bank Size and Systemic Risk," IMF Staff Discussion Notes 14/4, International Monetary Fund.
    23. Jiménez, Gabriel & Lopez, Jose A. & Saurina, Jesús, 2013. "How does competition affect bank risk-taking?," Journal of Financial Stability, Elsevier, vol. 9(2), pages 185-195.
    24. Allen N. Berger & David B. Humphrey, 1992. "Measurement and Efficiency Issues in Commercial Banking," NBER Chapters, in: Output Measurement in the Service Sectors, pages 245-300, National Bureau of Economic Research, Inc.
    25. Mr. Luc Laeven & Mr. Lev Ratnovski & Mr. Hui Tong, 2014. "Bank Size and Systemic Risk," IMF Staff Discussion Notes 2014/004, International Monetary Fund.
    26. Michael Denny & M. Fuss & C. Everson & L. Waverman, 1981. "Estimating the Effects of Diffusion of Technological Innovations in Telecommunications: The Production Structure of Bell Canada," Canadian Journal of Economics, Canadian Economics Association, vol. 14(1), pages 24-43, February.
    27. John C. Panzar & Robert D. Willig, 1977. "Economies of Scale in Multi-Output Production," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 91(3), pages 481-493.
    28. Demsetz, Rebecca S & Strahan, Philip E, 1997. "Diversification, Size, and Risk at Bank Holding Companies," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(3), pages 300-313, August.
    29. Elisabetta Fiorentino & Alessio De Vincenzo & Frank Heid & Alexander Karmann & Michael Koetter, 2009. "The effects of privatization and consolidation on bank productivity: comparative evidence from Italy and Germany," Temi di discussione (Economic working papers) 722, Bank of Italy, Economic Research and International Relations Area.
    30. Mester, Loretta J., 1993. "Efficiency in the savings and loan industry," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 267-286, April.
    31. Vander Vennet, Rudi, 2002. "Cost and Profit Efficiency of Financial Conglomerates and Universal Banks in Europe," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(1), pages 254-282, February.
    32. Martín-Oliver, Alfredo & Ruano, Sonia & Salas-Fumás, Vicente, 2013. "Why high productivity growth of banks preceded the financial crisis," Journal of Financial Intermediation, Elsevier, vol. 22(4), pages 688-712.
    33. Subal kumbhakar & Ana Lozano-Vivas, 2005. "Deregulation and Productivity: The Case of Spanish Banks," Journal of Regulatory Economics, Springer, vol. 27(3), pages 331-351, January.
    34. Tortosa-Ausina, Emili & Grifell-Tatje, Emili & Armero, Carmen & Conesa, David, 2008. "Sensitivity analysis of efficiency and Malmquist productivity indices: An application to Spanish savings banks," European Journal of Operational Research, Elsevier, vol. 184(3), pages 1062-1084, February.
    35. Barbara Casu & Claudia Girardone, 2006. "Bank Competition, Concentration And Efficiency In The Single European Market," Manchester School, University of Manchester, vol. 74(4), pages 441-468, July.
    36. Allen, Linda & Rai, Anoop, 1996. "Operational efficiency in banking: An international comparison," Journal of Banking & Finance, Elsevier, vol. 20(4), pages 655-672, May.
    37. Ana Lozano-Vivas & Fotios Pasiouras, 2014. "Bank Productivity Change and Off-Balance-Sheet Activities Across Different Levels of Economic Development," Journal of Financial Services Research, Springer;Western Finance Association, vol. 46(3), pages 271-294, December.
    38. Pastor, JoseManuel & Perez, Francisco & Quesada, Javier, 1997. "Efficiency analysis in banking firms: An international comparison," European Journal of Operational Research, Elsevier, vol. 98(2), pages 395-407, April.
    39. Galán, Jorge E. & Veiga, Helena & Wiper, Michael P., 2015. "Dynamic effects in inefficiency: Evidence from the Colombian banking sector," European Journal of Operational Research, Elsevier, vol. 240(2), pages 562-571.
    40. Salas, Vicente & Saurina, Jesus, 2003. "Deregulation, market power and risk behaviour in Spanish banks," European Economic Review, Elsevier, vol. 47(6), pages 1061-1075, December.
    41. 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.
    42. 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.
    43. Cavallo, Laura & Rossi, Stefania P. S., 2001. "Scale and scope economies in the European banking systems," Journal of Multinational Financial Management, Elsevier, vol. 11(4-5), pages 515-531, December.
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    2. Ana Lozano-Vivas & Edward Simpson Prescott, 2019. "Introduction to the Special Issue," Journal of Financial Services Research, Springer;Western Finance Association, vol. 55(2), pages 111-113, June.
    3. Jorge E. Galán & Yong Tan, 2024. "Green light for green credit? Evidence from its impact on bank efficiency," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 29(1), pages 531-550, January.
    4. Vanesa Llorens & Alfredo Martín-Oliver & Vicente Salas-Fumas, 2020. "Productivity, competition and bank restructuring process," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 11(3), pages 313-340, September.
    5. Al-Khasawneh, Jamal Ali & Essaddam, Naceur & Hussain, Tashfeen, 2020. "Total productivity and cost efficiency dynamics of US merging banks: A non-parametric bootstrapped analysis of the fifth merger wave," The Quarterly Review of Economics and Finance, Elsevier, vol. 78(C), pages 199-211.

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    More about this item

    Keywords

    Banking; Cost efficiency; Crisis; Scale economies; Productivity;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • G01 - Financial Economics - - General - - - Financial Crises
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance

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