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.

[1]  M. Farrell The Measurement of Productive Efficiency , 1957 .

[2]  C. W. Sealey,et al.  Inputs, Outputs, and a Theory of Production and Cost at Depository Financial Institutions , 1977 .

[3]  Abraham Charnes,et al.  Measuring the efficiency of decision making units , 1978 .

[4]  A. Charnes,et al.  Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis , 1984 .

[5]  Allen N. Berger,et al.  Competitive viability in banking: Scale, scope, and product mix economies , 1987 .

[6]  H. Kim Economies of Scale and Economies of Scope in Multiproduct Financial Institutions: Further Evidence from Credit Unions: A Note , 1986 .

[7]  R. Levine,et al.  A Sensitivity Analysis of Cross-Country Growth Regressions , 1991 .

[8]  Douglas A. McManus,et al.  Resolving the Scale Efficiency Puzzle in Banking , 1993 .

[9]  F. Førsund,et al.  Banking efficiency in the Nordic countries , 1993 .

[10]  Dennis Fixler,et al.  An index number approach to measuring bank efficiency: An application to mergers , 1993 .

[11]  Robert G. King,et al.  Capital markets and financial intermediation: Financial intermediation and economic development , 1993 .

[12]  David C. Wheelock,et al.  PUBLISHED: Journal of Money, Credit and Banking, , 1996 .

[13]  Stephen F. Knack,et al.  INSTITUTIONS AND ECONOMIC PERFORMANCE: CROSS‐COUNTRY TESTS USING ALTERNATIVE INSTITUTIONAL MEASURES , 1995 .

[14]  Lawrence M. Seiford,et al.  Data envelopment analysis: The evolution of the state of the art (1978–1995) , 1996 .

[15]  Allen N. Berger,et al.  Efficiency of financial institutions: International survey and directions for future research , 1997 .

[16]  A. Charnes,et al.  Data transformations in DEA cone ratio envelopment approaches for monitoring bank performances , 1997 .

[17]  Francisco Perez,et al.  Efficiency analysis in banking firms: An international comparison , 1997 .

[18]  Göran Bergendahl,et al.  DEA and benchmarks – an application to Nordic banks , 1998, Ann. Oper. Res..