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Reforms, Ownership and Determinants of Efficiency: An Empirical Study of Commercial Banks in India

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  • Padmasai Arora

    (Padmasai Arora, Associate Professor in Commerce, Keshav Mahavidyalaya, University of Delhi, Delhi, India. E-mail: padmasai0111@yahoo.co.in)

Abstract

Major steps were taken in Indian banking sector in the early 1990s to liberalise commercial bank functioning in order to improve their efficiency. The measurement of bank efficiency provides the foundation for consequent inquiry into reasons producing efficiency differences. This article measures technical efficiency of balanced panel of 54 commercial banks operating in India during 1991–92 to 2006–07 using Data Envelopment Analysis (DEA) with an aim to study effects of reforms and ownership on bank efficiency. Since existing literature lacks uniformity in methodology used for identifying determinants of efficiency in banking, this study employs a blend of tests including profitability analysis (suggested by Spong et al., 1995 ) and found evidence that financial reform, ownership and listing of bank shares have influenced bank efficiency in India. However, no conclusive evidence was found regarding a relationship between size and efficiency. In addition, ‘most’ efficient banks were found to be characterised by higher Net Profit as percentage of Total Assets (NPTA) and higher Profits per Employee (PPE) while ‘least’ efficient banks reported higher levels of Non-Performing Assets (NPAs). JEL Classification: G21, G32

Suggested Citation

  • Padmasai Arora, 2014. "Reforms, Ownership and Determinants of Efficiency: An Empirical Study of Commercial Banks in India," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 13(1), pages 103-138, April.
  • Handle: RePEc:sae:emffin:v:13:y:2014:i:1:p:103-138
    DOI: 10.1177/0974910114534026
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    References listed on IDEAS

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    1. Berger, Allen N. & Mester, Loretta J., 1997. "Inside the black box: What explains differences in the efficiencies of financial institutions?," Journal of Banking & Finance, Elsevier, vol. 21(7), pages 895-947, July.
    2. Bhaumik, Sumon Kumar & Dimova, Ralitza, 2004. "How important is ownership in a market with level playing field?: The Indian banking sector revisited," Journal of Comparative Economics, Elsevier, vol. 32(1), pages 165-180, March.
    3. Sherman, H. David & Gold, Franklin, 1985. "Bank branch operating efficiency : Evaluation with Data Envelopment Analysis," Journal of Banking & Finance, Elsevier, vol. 9(2), pages 297-315, June.
    4. H P Mahesh, 2006. "Liberalisation and Efficiency of Indian Commercial Banks: A Stochastic Frontier Analysis," Working Papers 177, Institute for Social and Economic Change, Bangalore.
    5. 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.
    6. M C A Silva Portela & E Thanassoulis & G Simpson, 2004. "Negative data in DEA: a directional distance approach applied to bank branches," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 55(10), pages 1111-1121, October.
    7. Abhiman Das & Saibal Ghosh, 2006. "Financial deregulation and efficiency: An empirical analysis of Indian banks during the post reform period," Review of Financial Economics, John Wiley & Sons, vol. 15(3), pages 193-221.
    8. H. David Sherman & George Ladino, 1995. "Managing Bank Productivity Using Data Envelopment Analysis (DEA)," Interfaces, INFORMS, vol. 25(2), pages 60-73, April.
    9. Jan-Egbert Sturm & Barry Williams, 2005. "What Determines Differences in Foreign Bank Efficiency?," TWI Research Paper Series 4, Thurgauer Wirtschaftsinstitut, Universität Konstanz.
    10. Seiford, Lawrence M. & Thrall, Robert M., 1990. "Recent developments in DEA : The mathematical programming approach to frontier analysis," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 7-38.
    11. 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.
    12. T. T. Ram Mohan & Subhash Ray, 2004. "Productivity Growth and Efficiency in Indian Banking: A Comparison of Public, Private, and Foreign Banks," Working papers 2004-27, University of Connecticut, Department of Economics.
    13. 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.
    14. Bhattacharyya, Arunava & Lovell, C. A. K. & Sahay, Pankaj, 1997. "The impact of liberalization on the productive efficiency of Indian commercial banks," European Journal of Operational Research, Elsevier, vol. 98(2), pages 332-345, April.
    15. Sturm, Jan-Egbert & Williams, Barry, 2010. "What determines differences in foreign bank efficiency? Australian evidence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 20(3), pages 284-309, July.
    16. Fried, Harold O. & Lovell, C. A. Knox & Schmidt, Shelton S. (ed.), 1993. "The Measurement of Productive Efficiency: Techniques and Applications," OUP Catalogue, Oxford University Press, number 9780195072181.
    17. Sarkar, Jayati & Sarkar, Subrata & Bhaumik, Sumon K., 1998. "Does Ownership Always Matter?--Evidence from the Indian Banking Industry," Journal of Comparative Economics, Elsevier, vol. 26(2), pages 262-281, June.
    18. Robert DeYoung & Kenneth Spong & Richard J. Sullivan, 1995. "What makes a bank efficient? : a look at financial characteristics and management and ownership structure," Financial Industry Perspectives, Federal Reserve Bank of Kansas City, issue Dec, pages 1-19.
    19. Sealey, Calvin W, Jr & Lindley, James T, 1977. "Inputs, Outputs, and a Theory of Production and Cost at Depository Financial Institutions," Journal of Finance, American Finance Association, vol. 32(4), pages 1251-1266, September.
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    1. Misganaw Badasa, 2019. "Has Privatization Promoted Efficiency in Ethiopia?: A Panel Data Analysis on Large and Medium Scale Manufacturing Firms," Economic Research Guardian, Weissberg Publishing, vol. 9(2), pages 55-74, December.

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    More about this item

    Keywords

    Technical efficiency; commercial banks; Indian banking sector; determinants; Data Envelopment Analysis; profitability analysis; t-test;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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