Efficiency Analysis of Commercial Banks in India: An Application of Data Envelopment Analysis

Mihir Dash*, Vishnopriya Babu**
* Professor of Quantitative Methods, School of Business, Alliance University, Bangalore, India.
** Former Student in Finance, School of Business, Alliance University, Bangalore, India.
DOI : https://doi.org/10.26634/jmgt.12.3.13879


The efficiency of Indian banks has emerged as a key issue in recent years. This study analyses the technical efficiency of banks in India with respect to different input and output factors. The data for the study is collected from the annual reports of a sample of eighteen public sector banks and thirteen private sector banks, for the period of 2007-12. The analysis is based on the non-parametric Data Envelopment Analysis (DEA) using the intermediation approach. The inputs considered were Capital, Reserves, Deposits, and Interest Expended, while the outputs considered were Investments, Advances, Interest Income, and Other Income.

The results of the study indicate that public sector banks were significantly more efficient than the private sector banks in the initial year 2007-08 of the study period, and were consistently more efficient than private sector banks throughout the study period, except for the year 2010-11. The results of the study also indicate that private sector banks have worsened in efficiency with respect to interest expended over the study period, while public sector banks have worsened in efficiency with respect to other income over the study period. Thus, the private sector banks must take steps to control their interest expenditure whilst maintaining their outputs, while the public sector banks must take steps to increase their other (noninterest) income whilst controlling their inputs.


Indian Banking System, Public Sector, Private Sector, Technical Efficiency, Data Envelopment Analysis, Intermediation Approach.

How to Cite this Article?

Dash, M., and Babu, V. (2018). Efficiency Analysis of Commercial Banks in India: An Application of Data Envelopment Analysis. i-manager’s Journal on Management, 12(3), 1-10. https://doi.org/10.26634/jmgt.12.3.13879


[1]. Arora, U. & Verma, R. (2007). An Analysis of Operational and Productivity Efficiency of Public Sector Banks in India. Finance India, 21(1), 167- 176.
[2]. Banker, R. D., Charnes, A., & Cooper, W. W. (1984). Some models for estimating technical and scale inefficiencies in data envelopment analysis. Management Science, 30(9), 1078-1092.
[3]. Charnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2(6), 429- 444.
[4]. Chhikara, K. S. & Rani, S. (2012). Measuring Efficiency of Public Sector Banks in India by using Data Envelopment Analysis: A Study. Journal of Institute of Public Enterprise 35(3/4), 2-15.
[5]. Das, A. & Kumbhakar, S. C. (2012). Productivity and efficiency dynamics in Indian banking: An input distance function approach incorporating quality of inputs and outputs. Journal of Applied Econometrics, 27(2), 205- 234.
[6]. Dash, M., & Charles, C. (2012). An Analysis of the Technical Efficiency of Banks in India. IUP Journal of Bank Management, 11(4), 100-109.
[7]. Dwivedi, A. K. & Charyulu, D. K. (2011). Efficiency of Indian Banking Industry in the Post-Reform Era (No. WP2011-03-01). Indian Institute of Management Ahmedabad, Research and Publication Department.
[8]. Farrell, M. J. (1957). The measurement of productive efficiency. Journal of the Royal Statistical Society. Series A (General), 120(3), 253-290.
[9]. India Brand Equity Foundation (2017). Banking Sector Report, New Delhi, India: India Brand Equity Foundation.
[10]. Kaur, S., & Gupta, P. K. (2015). Productive efficiency mapping of the Indian banking system using data envelopment analysis. Procedia Economics and Finance, 25, 227-238.
[11]. Kodan, A. S., Chhikara, K. S., Mehra, S., & Yadav, A. (2012). Productivity of Commercial Banks in India: A Bank Group-Wise Study. IUP Journal of Managerial Economics, 10(1), 35-45.
[12]. Rajeev, M. & Mahesh, H. P. (2010). Banking sector reforms and NPA: A study of Indian commercial banks (Working Paper No. 252). The Institute for Social and Economic Change, Bangalore.
[13]. Reddy, C. S. & Subramanyam, T. (2011). Data Envelopment Analysis Models to Measure Risk Efficiency: Indian Commercial Banks. IUP Journal of Applied Economics, 10(4), 40-69.
[14]. Sanjeev, G. M. (2009). Efficiency of Indian public sector banks: An application of DEA approach. IUP Journal of Applied Finance, 15(11), 52-61.
[15]. Vegesna, S. & Dash, M. (2014). Efficiency of Public and Private Sector Banks in India. Journal of Applied Management and Investments, 3(3), 183-187.
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