Determinants of Commercial Bank Performance in Transition; An Application of Data Envelopment Analysis
Banking sectors in transition economies have experienced major transformations throughout the 1990s. While some countries have been successful in eliminating underlying distortions and restructuring their financial sectors, in some cases financial sectors remain underdeveloped and the rates of financial intermediation continue to be low. We estimate indicators of commercial bank efficiency by applying a version of Data Envelopment Analysis (DEA) to bank-level data from a wide range of transition countries. In addition to stressing the importance of some bank-specific variables, the censored Tobit analysis suggests that (1) foreign ownership with controlling power and enterprise restructuring enhances commercial bank efficiency; (2) the effects of prudential tightening on the efficiency of banks vary across different prudential norms; and (3) consolidation is likely to improve the efficiency of banking operations. Overall, the results confirm the usefulness of DEA for transition-related applications and shed some light on the question of the optimal architecture of a banking system.
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- Ratna Sahay & Jeromin Zettelmeyer & Eduardo Borensztein & Andrew Berg, 1999. "The Evolution of Output in Transition Economies: Explaining the Differences," IMF Working Papers 99/73, International Monetary Fund.
- Brockett, P. L. & Charnes, A. & Cooper, W. W. & Huang, Z. M. & Sun, D. B., 1997. "Data transformations in DEA cone ratio envelopment approaches for monitoring bank performances," European Journal of Operational Research, Elsevier, vol. 98(2), pages 250-268, April.
- Allen N. Berger & David B. Humphrey, 1997.
"Efficiency of financial institutions: international survey and directions for future research,"
Finance and Economics Discussion Series
1997-11, Board of Governors of the Federal Reserve System (U.S.).
- 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.
- Allen N. Berger & David B. Humphrey, 1997. "Efficiency of Financial Institutions: International Survey and Directions for Future Research," Center for Financial Institutions Working Papers 97-05, Wharton School Center for Financial Institutions, University of Pennsylvania.
- Levine, Ross & Renelt, David, 1991.
"A sensitivity analysis of cross-country growth regressions,"
Policy Research Working Paper Series
609, The World Bank.
- Levine, Ross & Renelt, David, 1992. "A Sensitivity Analysis of Cross-Country Growth Regressions," American Economic Review, American Economic Association, vol. 82(4), pages 942-63, September.
- 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.
- Francisco Pérez García & Javier Quesada Ibañez & José Manuel Pastor Monsálvez, 1995. "Efficiency Analysis In Banking Firms: An International Comparison," Working Papers. Serie EC 1995-18, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
- Allen N. Berger & Gerald A. Hanweck & David B. Humphrey, 1986.
"Competitive viability in banking: scale, scope, and product mix economies,"
Research Papers in Banking and Financial Economics
82, Board of Governors of the Federal Reserve System (U.S.).
- Berger, Allen N. & Hanweck, Gerald A. & Humphrey, David B., 1987. "Competitive viability in banking : Scale, scope, and product mix economies," Journal of Monetary Economics, Elsevier, vol. 20(3), pages 501-520, December.
- Fleming, Alex & Lily Chu & Bakker, Marie-Renee, 1996. "The Baltics - Banking crises observed," Policy Research Working Paper Series 1647, The World Bank.
- Demirguc-Kent, Asli & Detragiache, Enrica, 1998. "Financial liberalization and financial fragility," Policy Research Working Paper Series 1917, The World Bank.
- Kim, H Youn, 1986. "Economies of Scale and Economies of Scope in Multiproduct Financial Institutions: Further Evidence from Credit Unions: A Note," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 18(2), pages 220-26, May.
- Demirguc-Kunt, Asli & Huizinga, Harry, 2000. "Financial structure and bank profitability," Policy Research Working Paper Series 2430, The World Bank.
- Berg, Sigbjorn Atle & Forsund, Finn R. & Hjalmarsson, Lennart & Suominen, Matti, 1993. "Banking efficiency in the Nordic countries," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 371-388, April.
- James R. Barth & Gerard Caprio, Jr. & Ross Levine, 2002.
"Bank Regulation and Supervision: What Works Best?,"
NBER Working Papers
9323, National Bureau of Economic Research, Inc.
- Barth, James R. & Caprio Jr., Gerard & Levine, Ross, 2001. "Bank regulation and supervision : what works best?," Policy Research Working Paper Series 2725, The World Bank.
- Stijn Claessens, 1998.
"Banking reform in transition countries,"
Journal of Economic Policy Reform,
Taylor & Francis Journals, vol. 2(2), pages 115-133.
- R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
- McAllister, Patrick H. & McManus, Douglas, 1993. "Resolving the scale efficiency puzzle in banking," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 389-405, April.
- Richard S. BARR & Lawrence M. SEIFORD & Thomas F. SIEMS, 1994. "Forecasting Bank Failure : A Non-Parametric Frontier Estimation Approach," Discussion Papers (REL - Recherches Economiques de Louvain) 1994041, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
- Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
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