Labor-use efficiency in Indian banking: A branch-level analysis

This paper uses data envelopment analysis to measure labor-use efficiency of individual branches of a large public sector bank with a sizable network of branches across India. We find considerable variation in the average levels of efficiency of bank branches across the four metropolitan regions considered in this study. In this context, we introduce the concept of area or spatial efficiency for each region relative to the nation as a whole. Our findings suggest that the policies, procedures, and incentives handed down from the corporate level cannot fully neutralize the detrimental influence of the local work culture across different regions. Most of the potential reduction in labor cost appears to be coming from possible downsizing in the clerical and subordinate staff. Our analysis identifies branches that operate at very low levels of labor-use efficiency and possible candidates for increased supervision and control.

[1]  Joseph C. Paradi,et al.  Assessing Bank and Bank Branch Performance: Modeling Considerations and Approaches , 2004 .

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

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

[4]  Gary D. Ferrier,et al.  Consistency Conditions for Regulatory Analysis of Financial Institutions : A Comparison of Frontier Efficiency Methods , 1997 .

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

[6]  A. Bartel Human Resource Management and Performance in the Service Sector: The Case of Bank Branches , 2000 .

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

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

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

[10]  Simon H. Kwan Operating Performance of Banks among Asian Economies: An International and Time Series Comparison , 2002 .

[11]  Takayuki Asada,et al.  Performance measures, managerial practices and manufacturing technologies in Japanese manufacturing firms: state-of-the-art , 2008 .

[12]  W. Cook,et al.  Multicomponent Efficiency Measurement and Shared Inputs in Data Envelopment Analysis: An Application to Sales and Service Performance in Bank Branches , 2000 .

[13]  J. Paradi,et al.  Best practice analysis of bank branches: An application of DEA in a large Canadian bank , 1997 .

[14]  Yair E. Orgler,et al.  Cost Analysis For Branching Systems: Methodology, Test Results, And Implications For Management , 1982 .

[15]  A. Kouzelis,et al.  Cost behaviour in the banking industry: evidence from a Greek commercial bank , 1989 .

[16]  A. Banerjee Strategy for Economic Reform in West Bengal , 2002 .

[17]  Allen N. Berger,et al.  Efficiency of Financial Institutions: International Survey and Directions for Future Research , 1997 .

[18]  J. Pastor,et al.  Target setting: An application to a bank branch network , 1997 .

[19]  James W. Kolari,et al.  Branch office economies of scale and scope: evidence from savings banks in Finland , 1994 .

[20]  Lorne N. Switzer,et al.  Economies of Scale and Scope in Canadian Branch Banking , 2008 .

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

[22]  Joseph C. Paradi,et al.  Commercial branch performance evaluation and results communication in a Canadian bank--a DEA application , 2004, Eur. J. Oper. Res..

[23]  Boaz Golany,et al.  A Data Envelopment Analysis of the Operational Efficiency of Bank Branches , 1999, Interfaces.

[24]  Matthias Staat,et al.  Environmental variables and relative efficiency of bank branches: a DEA-bootstrap approach , 2005 .

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

[26]  William W. Cooper,et al.  Handbook on data envelopment analysis , 2011 .

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

[28]  George Ioannou,et al.  Performance-Net : A Decision Support System for Reconfiguring a Bank's Branch Network , 2007 .

[29]  Lawrence M. Seiford,et al.  Models for performance benchmarking: Measuring the effect of e-business activities on banking performance , 2004 .

[30]  M. Franda Radical politics in West Bengal , 1971 .

[31]  Stephen Wood,et al.  Human resource management and performance , 1999 .

[32]  Henry Tulkens,et al.  Nonparametric Approaches to the Assessment of the Relative Efficiency of Bank Branches , 1996 .