Cost efficiency, production and value-added models in the analysis of bank branch performance

This paper develops a framework for performance appraisal in the context of a bank branch network. A data envelopment analysis model is advocated that can identify both input and output inefficiencies from a cost minimization perspective. The model is then applied to the analysis of a bank branch network and the production and value-added approaches are deployed jointly to give a comprehensive assessment of bank branch efficiency. The sources of underperformance are identified and their managerial implications are explored.

[1]  R. Banker Maximum likelihood, consistency and data envelopment analysis: a statistical foundation , 1993 .

[2]  Leigh Drake,et al.  Relative efficiency in the branch network of a UK Bank: an empirical study , 1994 .

[3]  A. Athanassopoulos Service quality and operating efficiency synergies for management control in the provision of financial services: Evidence from Greek bank branches , 1997 .

[4]  A. U.S.,et al.  Measuring the efficiency of decision making units , 2003 .

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

[6]  Abstmct Hypothesis Tests Using Data Envelopment Analysis , 2022 .

[7]  Stavros A. Zenios,et al.  Using data envelopment analysis for costing bank products , 1999, Eur. J. Oper. Res..

[8]  M. Oral,et al.  An empirical study on measuring operating efficiency and profitability of bank branches , 1990 .

[9]  George J. Benston,et al.  BRANCH BANKING AND ECONOMIES OF SCALE , 1965 .

[10]  Emili Tortosa‐Ausina Bank Cost Efficiency and Output Specification , 2002 .

[11]  Robert G. Dyson,et al.  Efficiency, size, benchmarks and targets for bank branches: an application of data envelopment analysis , 1999, J. Oper. Res. Soc..

[12]  H. Sherman,et al.  Managing Bank Productivity Using Data Envelopment Analysis DEA , 1995 .

[13]  Z. Griliches Output Measurement in the Service Sectors , 1992 .

[14]  Muhittin Oral,et al.  AN EMPIRICAL STUDY ON ANALYZING THE PRODUCTIVITY OF BANK BRANCHES , 1992 .

[15]  R. Färe,et al.  The measurement of efficiency of production , 1985 .

[16]  W. Cooper,et al.  Data Envelopment Analysis: A Comprehensive Text with Models, Applications, References and DEA-Solver Software , 1999 .

[17]  Antreas D. Athanassopoulos,et al.  The Use of Data Envelopment Analysis in Banking Institutions: Evidence from the Commercial Bank of Greece , 2000, Interfaces.

[18]  Tai-Hsin Huang Estimating X-Efficiency in Taiwanese Banking Using a Translog Shadow Profit Function , 2000 .

[19]  D. Giokas,et al.  A Study of the Relative Efficiency of Bank Branches: An Application of Data Envelopment Analysis , 1990 .

[20]  D. Giokas Bank branch operating efficiency: A comparative application of DEA and the loglinear model , 1991 .

[21]  Allen N. Berger,et al.  Measurement and Efficiency Issues in Commercial Banking , 1992 .

[22]  Allen N. Berger,et al.  Bank efficiency derived from the profit function , 1993 .

[23]  Celik Parkan Measuring the efficiency of service operations: An application to bank branches , 1987 .

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

[25]  Diana Hancock,et al.  Bank Profitability, Interest Rates, and Monetary Policy , 1985 .

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

[27]  Antreas D. Athanassopoulos,et al.  Nonparametric Frontier Models for Assessing the Market and Cost Efficiency of Large-Scale Bank Branch Networks , 1998 .

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

[29]  Henry Tulkens,et al.  On FDH efficiency analysis: Some methodological issues and applications to retail banking, courts, and urban transit , 1993 .

[30]  Rolf Färe,et al.  The effect of risk-based capital requirements on profit efficiency in banking , 2004 .

[31]  Rajiv D. Banker,et al.  Hypothesis tests using data envelopment analysis , 1996 .