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Evolution of bank efficiency in Brazil: A DEA approach

  • Staub, Roberta B.
  • da Silva e Souza, Geraldo
  • Tabak, Benjamin M.

This paper investigates cost, technical and allocative efficiencies for Brazilian banks in the recent period (2000-2007). We use Data Envelopment Analysis (DEA) to compute efficiency scores. Brazilian banks were found to have low levels of economic (cost) efficiency compared to banks in Europe and in the US. For the period with high macroeconomic volatility (2000-2002) the economic inefficiency in Brazilian banks can be attributed mainly to technical inefficiency rather than allocative inefficiency. State-owned banks are significantly more cost efficient than foreign, private domestic and private with foreign participation. There is no evidence of differences in economic efficiency due to type of activity and bank size. These results may provide some useful guidance for financial regulators and bank managers.

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Article provided by Elsevier in its journal European Journal of Operational Research.

Volume (Year): 202 (2010)
Issue (Month): 1 (April)
Pages: 204-213

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Handle: RePEc:eee:ejores:v:202:y:2010:i:1:p:204-213
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  1. Sturm, Jan-Egbert & Williams, Barry, 2004. "Foreign bank entry, deregulation and bank efficiency: Lessons from the Australian experience," Journal of Banking & Finance, Elsevier, vol. 28(7), pages 1775-1799, July.
  2. Sensarma, Rudra, 2006. "Are foreign banks always the best? Comparison of state-owned, private and foreign banks in India," Economic Modelling, Elsevier, vol. 23(4), pages 717-735, July.
  3. Leightner, Jonathan E. & Lovell, C. A. Knox, 1998. "The Impact of Financial Liberalization on the Performance of Thai Banks," Journal of Economics and Business, Elsevier, vol. 50(2), pages 115-131, March.
  4. 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.
  5. André Minella & Paulo Springer de Freitas & Ilan Goldfajn & Marcelo Kfoury Muinhos, 2003. "Inflation Targeting in Brazil: Constructing Credibility under Exchange Rate Volatility," Working Papers Series 77, Central Bank of Brazil, Research Department.
  6. Levine, Ross & Loayza, Norman & Beck, Thorsten, 2000. "Financial intermediation and growth: Causality and causes," Journal of Monetary Economics, Elsevier, vol. 46(1), pages 31-77, August.
  7. Bos, J.W.B. & Kool, C.J.M., 2006. "Bank efficiency: The role of bank strategy and local market conditions," Journal of Banking & Finance, Elsevier, vol. 30(7), pages 1953-1974, July.
  8. Mertens, Alexander & Urga, Giovanni, 2001. "Efficiency, scale and scope economies in the Ukrainian banking sector in 1998," Emerging Markets Review, Elsevier, vol. 2(3), pages 292-308, September.
  9. Sathye, Milind, 2003. "Efficiency of banks in a developing economy: The case of India," European Journal of Operational Research, Elsevier, vol. 148(3), pages 662-671, August.
  10. Bonin, John P. & Hasan, Iftekhar & Wachtel, Paul, 2004. "Bank performance, efficiency and ownership in transition countries," BOFIT Discussion Papers 7/2004, Bank of Finland, Institute for Economies in Transition.
  11. Rezitis, Anthony N., 2008. "Efficiency and productivity effects of bank mergers: Evidence from the Greek banking industry," Economic Modelling, Elsevier, vol. 25(2), pages 236-254, March.
  12. Blundell, R. & Bond, S., 1995. "Initial Conditions and Moment Restrictions in Dynamic Panel Data Models," Economics Papers 104, Economics Group, Nuffield College, University of Oxford.
  13. Sengupta, Rajdeep, 2007. "Foreign entry and bank competition," Journal of Financial Economics, Elsevier, vol. 84(2), pages 502-528, May.
  14. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Oxford University Press, vol. 58(2), pages 277-297.
  15. Bos, J.W.B. & Schmiedel, H., 2007. "Is there a single frontier in a single European banking market?," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 2081-2102, July.
  16. Beck, Thorsten & Crivelli, Juan Miguel & Summerhill, William, 2005. "State bank transformation in Brazil - choices and consequences," Journal of Banking & Finance, Elsevier, vol. 29(8-9), pages 2223-2257, August.
  17. Iannotta, Giuliano & Nocera, Giacomo & Sironi, Andrea, 2007. "Ownership structure, risk and performance in the European banking industry," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 2127-2149, July.
  18. Robert Lensink & Aljar Meesters & Ilko Naaborg, 2008. "Bank efficiency and foreign ownership: do good institutions matter?," ULB Institutional Repository 2013/14283, ULB -- Universite Libre de Bruxelles.
  19. Williams, Jonathan & Nguyen, Nghia, 2005. "Financial liberalisation, crisis, and restructuring: A comparative study of bank performance and bank governance in South East Asia," Journal of Banking & Finance, Elsevier, vol. 29(8-9), pages 2119-2154, August.
  20. Fries, Steven & Taci, Anita, 2005. "Cost efficiency of banks in transition: Evidence from 289 banks in 15 post-communist countries," Journal of Banking & Finance, Elsevier, vol. 29(1), pages 55-81, January.
  21. Staikouras, Christos & Mamatzakis, Emmanuel & Koutsomanoli-Filippaki, Anastasia, 2008. "Cost efficiency of the banking industry in the South Eastern European region," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 18(5), pages 483-497, December.
  22. Maudos, Joaquin & de Guevara, Juan Fernandez, 2007. "The cost of market power in banking: Social welfare loss vs. cost inefficiency," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 2103-2125, July.
  23. Hasan, Iftekhar & Marton, Katherin, 2000. "Development and efficiency of the banking sector in a transitional economy : Hungarian experience," BOFIT Discussion Papers 7/2000, Bank of Finland, Institute for Economies in Transition.
  24. Allen N. Berger & David B. Humphrey, 1990. "The dominance of inefficiencies over scale and product mix economies in banking," Finance and Economics Discussion Series 107, Board of Governors of the Federal Reserve System (U.S.).
  25. R J Colwell & E P Davis, 1992. "Output, Productivity and Externalities - the Case of Banking," Bank of England working papers 3, Bank of England.
  26. Ariff, Mohamed & Can, Luc, 2008. "Cost and profit efficiency of Chinese banks: A non-parametric analysis," China Economic Review, Elsevier, vol. 19(2), pages 260-273, June.
  27. Simon H. Kwan, 2002. "The X-Efficiency of Commercial Banks in Hong Kong," Working Papers 122002, Hong Kong Institute for Monetary Research.
  28. Márcio I. Nakane & Daniela B. Weintraub, 2004. "Bank Privatization and Productivity: Evidence for Brazil," Working Papers Series 90, Central Bank of Brazil, Research Department.
  29. 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.
  30. Garcia-Cestona, Miguel & Surroca, Jordi, 2008. "Multiple goals and ownership structure: Effects on the performance of Spanish savings banks," European Journal of Operational Research, Elsevier, vol. 187(2), pages 582-599, June.
  31. Drake, Leigh & Hall, Maximilian J.B. & Simper, Richard, 2006. "The impact of macroeconomic and regulatory factors on bank efficiency: A non-parametric analysis of Hong Kong's banking system," Journal of Banking & Finance, Elsevier, vol. 30(5), pages 1443-1466, May.
  32. Yildirim, H. Semih & Philippatos, George C., 2007. "Restructuring, consolidation and competition in Latin American banking markets," Journal of Banking & Finance, Elsevier, vol. 31(3), pages 629-639, March.
  33. Baer, Werner & Nazmi, Nader, 2000. "Privatization and restructuring of banks in Brazil," The Quarterly Review of Economics and Finance, Elsevier, vol. 40(1), pages 3-24.
  34. Kraft, Evan & Tirtiroglu, Dogan, 1998. "Bank Efficiency in Croatia: A Stochastic-Frontier Analysis," Journal of Comparative Economics, Elsevier, vol. 26(2), pages 282-300, June.
  35. Clarke, George R.G. & Cull, Robert & Shirley, Mary M., 2005. "Bank privatization in developing countries: A summary of lessons and findings," Journal of Banking & Finance, Elsevier, vol. 29(8-9), pages 1905-1930, August.
  36. Gallant, A. Ronald, 1982. "Unbiased determination of production technologies," Journal of Econometrics, Elsevier, vol. 20(2), pages 285-323, November.
  37. Boubakri, Narjess & Cosset, Jean-Claude & Fischer, Klaus & Guedhami, Omrane, 2005. "Privatization and bank performance in developing countries," Journal of Banking & Finance, Elsevier, vol. 29(8-9), pages 2015-2041, August.
  38. Bonaccorsi di Patti, Emilia & Hardy, Daniel C., 2005. "Financial sector liberalization, bank privatization, and efficiency: Evidence from Pakistan," Journal of Banking & Finance, Elsevier, vol. 29(8-9), pages 2381-2406, August.
  39. Allen N. Berger & Robert DeYoung & Hesna Genay & Gregory F. Udell, 1999. "Globalization of financial institutions: evidence from cross-border banking performance," Working Paper Series WP-99-25, Federal Reserve Bank of Chicago.
  40. Mamatzakis, Emmanuel & Staikouras, Christos & Koutsomanoli-Filippaki, Anastasia, 2008. "Bank efficiency in the new European Union member states: Is there convergence?," International Review of Financial Analysis, Elsevier, vol. 17(5), pages 1156-1172, December.
  41. Koetter, M. & Bos, J.W.B. & Heid, F. & Kolari, J.W. & Kool, C.J.M. & Porath, D., 2007. "Accounting for distress in bank mergers," Journal of Banking & Finance, Elsevier, vol. 31(10), pages 3200-3217, October.
  42. Havrylchyk, Olena, 2006. "Efficiency of the Polish banking industry: Foreign versus domestic banks," Journal of Banking & Finance, Elsevier, vol. 30(7), pages 1975-1996, July.
  43. Baltagi, Badi H. & Wu, Ping X., 1999. "Unequally Spaced Panel Data Regressions With Ar(1) Disturbances," Econometric Theory, Cambridge University Press, vol. 15(06), pages 814-823, December.
  44. Clarke, George R.G. & Crivelli, Juan Miguel & Cull, Robert, 2005. "The direct and indirect impact of bank privatization and foreign entry on access to credit in Argentina's provinces," Journal of Banking & Finance, Elsevier, vol. 29(1), pages 5-29, January.
  45. Giuliano Iannotta & Giacomo Nocera & Andrea Sironi, 2007. "Ownership structure, risk and performance in the European banking industry," Post-Print hal-00861806, HAL.
  46. Colwell, R J & Davis, E P, 1992. " Output and Productivity in Banking," Scandinavian Journal of Economics, Wiley Blackwell, vol. 94(0), pages S111-29, Supplemen.
  47. Isik, Ihsan & Hassan, M. Kabir, 2002. "Technical, scale and allocative efficiencies of Turkish banking industry," Journal of Banking & Finance, Elsevier, vol. 26(4), pages 719-766, April.
  48. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
  49. Park, Kang H. & Weber, William L., 2006. "A note on efficiency and productivity growth in the Korean Banking Industry, 1992-2002," Journal of Banking & Finance, Elsevier, vol. 30(8), pages 2371-2386, August.
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