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Determinants of Efficiency of Commercial Banks in India after Global Crises

Author

Listed:
  • K. Ravirajan

    (Research Scholar (Corresponding Author), Madras School of Economics, Gandhi Mandapam Road, Chennai-600 025 (India))

  • K. R. Shanmugam

    (Director and Professor, Madras School of Economics, Gandhi Mandapam Road, Chennai)

Abstract

This study contributes to the bank efficiency literature by estimating the technical efficiency, pure efficiency and scale efficiency of banks in four different ownership groups in India from 2008-09 to 2019-20 utilizing the DEA method and three alternative approaches to choose inputs and outputs of banks-intermediation approach, value added approach and operating approach. It also uses the tobit estimation procedure to identify the factors determining the variations in the technical efficiency of banks. Results indicate a high degree of inefficiency of several banks during the study period and there is a greater scope for improving their performances. There exists sizable scale inefficiency and banks are likely to lose sizable output. The results also indicate that banks with larger capital adequacy ratio or young banks or larger banks or more profitable banks are more efficient. Foreign banks and nationalized banks are more efficient than private domestic banks. We hope that the findings of this study will be useful to international agencies and other stakeholders in evaluating and improving the performance of Indian banks.

Suggested Citation

  • K. Ravirajan & K. R. Shanmugam, 2023. "Determinants of Efficiency of Commercial Banks in India after Global Crises," Working Papers 2023-250, Madras School of Economics,Chennai,India.
  • Handle: RePEc:mad:wpaper:2023-250
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    References listed on IDEAS

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    1. Aditi Bhattacharyya & Sudeshna Pal, 2013. "Financial reforms and technical efficiency in Indian commercial banking: A generalized stochastic frontier analysis," Review of Financial Economics, John Wiley & Sons, vol. 22(3), pages 109-117, September.
    2. Abhiman Das & Subal C. Kumbhakar, 2012. "Productivity and efficiency dynamics in Indian banking: An input distance function approach incorporating quality of inputs and outputs," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 27(2), pages 205-234, March.
    3. 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.
    4. Jaffry, Shabbar & Ghulam, Yaseen & Pascoe, Sean & Cox, Joe, 2007. "Regulatory changes and productivity of the banking sector in the Indian sub-continent," Journal of Asian Economics, Elsevier, vol. 18(3), pages 415-438, June.
    5. K. R. Shanmugam & Rakesh Nigam, 2020. "Impact of technology on the financial performance of Indian commercial banks: a clustering based approach," Innovation and Development, Taylor & Francis Journals, vol. 10(3), pages 433-449, September.
    6. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    7. Meeusen, Wim & van den Broeck, Julien, 1977. "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 18(2), pages 435-444, June.
    8. Dwivedi Amit Kumar & Charyulu Kumara D., 2011. "Efficiency of Indian Banking Industry in the Post-Reform Era," IIMA Working Papers WP2011-03-01, Indian Institute of Management Ahmedabad, Research and Publication Department.
    9. 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.
    10. George J. Benston, 1965. "Branch Banking And Economies Of Scale," Journal of Finance, American Finance Association, vol. 20(2), pages 312-331, May.
    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. Ali Ataullah & Tony Cockerill & Hang Le, 2004. "Financial liberalization and bank efficiency: a comparative analysis of India and Pakistan," Applied Economics, Taylor & Francis Journals, vol. 36(17), pages 1915-1924.
    13. 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.
    14. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    15. 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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    More about this item

    Keywords

    Technical Efficiency; Pure and Scale Efficiency; Data Envelopment Analysis; Non-Performing Assets; Indian Commercial Banks; Emerging Market;
    All these keywords.

    JEL classification:

    • G2 - Financial Economics - - Financial Institutions and Services
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • C6 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling

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