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Performance and Merton-Type Default Risk of Listed Banks in EU: a panel VAR approach

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  • Anastasia Koutsomanoli-Filippaki

    ()
    (Council of Economic Advisors, Ministry of Economy and Finance, Greece)

  • Emmanuel Mamatzakis

    ()
    (Department of Economics, University of Macedonia)

Abstract

This paper provides empirical evidence that sheds new light into the dynamic interactions between risk and efficiency, a highly debated issue in the literature. Using a large panel data set that includes 251 listed banks operating in the enlarged European Union over the period 1998 to 2006 this study exploits a three-step procedure. First, we estimate three alternative measures of bank performance, based on alternative efficiency definitions, by employing a directional distance function framework, along with a cost frontier and a profit function. As a second step, we calculate a Merton type bank default risk, based on the Black and Scholes (1973) option pricing theory. Then, we employ a Panel-VAR analysis, which allows the examination of the underlying relationships between efficiency and risk without applying any a-priori restrictions. Most evidence shows that the effect of a one standard deviation shock of the distance to default on inefficiency is negative and substantial. There is some evidence of a reverse causation, but the impact of a shock in bank inefficiency on risk is small and lasts for a short period of time. As part of a sensitivity analysis, we extent our study to investigate the relationship between efficiency and default risk for banks with different types of ownership structures and across financial systems with different levels of development.

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Bibliographic Info

Paper provided by Department of Economics, University of Macedonia in its series Discussion Paper Series with number 2009_09.

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Date of creation: Apr 2009
Date of revision: Apr 2009
Handle: RePEc:mcd:mcddps:2009_09

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Web page: http://www.uom.gr/index.php?tmima=3

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Keywords: bank inefficiency; default risk; panel VAR; causality.;

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  1. Bonin, John P. & Hasan, Iftekhar & Wachtel, Paul, 2005. "Bank performance, efficiency and ownership in transition countries," Journal of Banking & Finance, Elsevier, vol. 29(1), pages 31-53, January.
  2. Williams, Jonathan, 2004. "Determining management behaviour in European banking," Journal of Banking & Finance, Elsevier, vol. 28(10), pages 2427-2460, October.
  3. 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.
  4. Allen N. Berger & Loretta J. Mester, 1997. "Inside the black box: what explains differences in the efficiencies of financial institutions?," Finance and Economics Discussion Series 1997-10, Board of Governors of the Federal Reserve System (U.S.).
  5. Demirguc-Kunt, Asli & Levine, Ross, 1995. "Stock market development and financial intermediaries : stylized facts," Policy Research Working Paper Series 1462, The World Bank.
  6. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-54, May-June.
  7. Pasaran, M.H. & Im, K.S. & Shin, Y., 1995. "Testing for Unit Roots in Heterogeneous Panels," Cambridge Working Papers in Economics 9526, Faculty of Economics, University of Cambridge.
  8. Gary Gorton & Richard Rosen, 1992. "Corporate Control, Portfolio Choice, and the Decline of Banking," NBER Working Papers 4247, National Bureau of Economic Research, Inc.
  9. Stijn Claessens & Luc Laeven, 2004. "What drives bank competition? Some international evidence," Proceedings, Federal Reserve Bank of Cleveland, pages 563-592.
  10. M Arellano & O Bover, 1990. "Another Look at the Instrumental Variable Estimation of Error-Components Models," CEP Discussion Papers dp0007, Centre for Economic Performance, LSE.
  11. Allen Berger & John Leusner & John Mingo, 1994. "The Efficiency of Bank Branches," Center for Financial Institutions Working Papers 94-27, Wharton School Center for Financial Institutions, University of Pennsylvania.
  12. Hughes, Joseph P, et al, 1996. "Efficient Banking under Interstate Branching," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 28(4), pages 1045-71, November.
  13. Joseph Hughes, 1999. "Incorporating risk into the analysis of production," Atlantic Economic Journal, International Atlantic Economic Society, vol. 27(1), pages 1-23, March.
  14. Lepetit, Laetitia & Nys, Emmanuelle & Rous, Philippe & Tarazi, Amine, 2008. "Bank income structure and risk: An empirical analysis of European banks," Journal of Banking & Finance, Elsevier, vol. 32(8), pages 1452-1467, August.
  15. Canan Yildirim, 2002. "Evolution of banking efficiency within an unstable macroeconomic environment: the case of Turkish commercial banks," Applied Economics, Taylor & Francis Journals, vol. 34(18), pages 2289-2301.
  16. Martinez Peria, Maria Soledad & Mody, Ashoka, 2004. "How foreign participation and market concentration impact bank spreads : evidence from Latin America," Policy Research Working Paper Series 3210, The World Bank.
  17. David C. Wheelock & Paul W. Wilson, 1993. "Explaining bank failures: deposit insurance, regulation, and efficiency," Working Papers 1993-002, Federal Reserve Bank of St. Louis.
  18. José Manuel Pastor Monsálvez & Lorenzo Serrano Martínez, 2000. "Efficiency, Endogenous And Exogenous Credit Risk In The Banking Systems Of The Euro Area," Working Papers. Serie EC 2000-17, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
  19. Demirguc-Kunt, Asli & Huizinga, Harry, 2000. "Financial structure and bank profitability," Policy Research Working Paper Series 2430, The World Bank.
  20. Jiri Podpiera & Laurent Weill, 2007. "Bad Luck or Bad Management? Emerging Banking Market Experience," Working Papers 2007/5, Czech National Bank, Research Department.
  21. Altunbas, Y. & Gardener, E. P. M. & Molyneux, P. & Moore, B., 2001. "Efficiency in European banking," European Economic Review, Elsevier, vol. 45(10), pages 1931-1955, December.
  22. John H. Boyd & Gianni De Nicolã, 2005. "The Theory of Bank Risk Taking and Competition Revisited," Journal of Finance, American Finance Association, vol. 60(3), pages 1329-1343, 06.
  23. 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 435-44, June.
  24. 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.
  25. Allen, Franklin & Gale, Douglas, 2004. "Competition and Financial Stability," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(3), pages 453-80, June.
  26. Maddala, G S & Wu, Shaowen, 1999. " A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 631-52, Special I.
  27. Berger, Allen N. & Clarke, George R. G. & Cull, Robert & Klapper, Leora & Udell, Gregory F., 2005. "Corporate governance and bank performance : a joint analysis of the static, selection, and dynamic effects of domestic, foreign, and state ownership," Policy Research Working Paper Series 3632, The World Bank.
  28. R. Färe & D. Primont, 2003. "Luenberger Productivity Indicators: Aggregation Across Firms," Journal of Productivity Analysis, Springer, vol. 20(3), pages 425-435, November.
  29. Chambers, Robert G. & Chung, Yangho & Fare, Rolf, 1996. "Benefit and Distance Functions," Journal of Economic Theory, Elsevier, vol. 70(2), pages 407-419, August.
  30. Richard S. Barr & Thomas F. Siems, 1994. "Predicting bank failure using DEA to quantify management quality," Financial Industry Studies Working Paper 94-1, Federal Reserve Bank of Dallas.
  31. Anca Podpiera & Jiri Podpiera, 2005. "Deteriorating Cost Efficiency in Commercial Banks Signals an Increasing Risk of Failure," Working Papers 2005/06, Czech National Bank, Research Department.
  32. 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.
  33. Reint Gropp & Vesala Jukka & Giuseppe Vulpes, 2004. "Market Indicators, Bank Fragility, and Indirect Market Discipline," Finance 0411015, EconWPA.
  34. H. Semih Yildirim & George Philippatos, 2007. "Efficiency of Banks: Recent Evidence from the Transition Economies of Europe, 1993-2000," The European Journal of Finance, Taylor & Francis Journals, vol. 13(2), pages 123-143.
  35. Barbara Casu & Claudia Girardone, 2004. "An Analysis of the Relevance of Off-Balance Sheet Items in Explaining Productivity Change in European Banking," Money Macro and Finance (MMF) Research Group Conference 2004 37, Money Macro and Finance Research Group.
  36. 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.
  37. Fare, Rolf & Grosskopf, Shawna & Noh, Dong-Woon & Weber, William, 2005. "Characteristics of a polluting technology: theory and practice," Journal of Econometrics, Elsevier, vol. 126(2), pages 469-492, June.
  38. DeYoung, Robert & Hasan, Iftekhar, 1998. "The performance of de novo commercial banks: A profit efficiency approach," Journal of Banking & Finance, Elsevier, vol. 22(5), pages 565-587, May.
  39. 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.
  40. Merton, Robert C., 1973. "On the pricing of corporate debt: the risk structure of interest rates," Working papers 684-73., Massachusetts Institute of Technology (MIT), Sloan School of Management.
  41. Mester, Loretta J., 1996. "A study of bank efficiency taking into account risk-preferences," Journal of Banking & Finance, Elsevier, vol. 20(6), pages 1025-1045, July.
  42. Clark, Jeffrey A & Siems, Thomas F, 2002. "X-Efficiency in Banking: Looking beyond the Balance Sheet," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(4), pages 987-1013, November.
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