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Trends in efficiency in response to regulatory reforms: The case of Indian and Pakistani commercial banks

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  • Jaffry, Shabbar
  • Ghulam, Yaseen
  • Cox, Joe

Abstract

This paper attempts to estimate trends in the efficiency levels of Indian and Pakistani commercial banks between 1985 and 2003, a time period which encompasses two phases of significant change to the regulation of the financial sector in both countries. Our efficiency estimates show that, during the initial years of the post reform period, a reduction in efficiency is observed for banks in both countries. However, efficiency levels were found to have increased subsequently, suggesting a period of initial adjustment throughout much of the 1990s followed by a subsequent correction in the latter part of the sample period.

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  • Jaffry, Shabbar & Ghulam, Yaseen & Cox, Joe, 2013. "Trends in efficiency in response to regulatory reforms: The case of Indian and Pakistani commercial banks," European Journal of Operational Research, Elsevier, vol. 226(1), pages 122-131.
    • Handle: RePEc:eee:ejores:v:226:y:2013:i:1:p:122-131
    DOI: 10.1016/j.ejor.2012.11.002
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    1. Leopold Simar & Paul Wilson, 2000. "A general methodology for bootstrapping in non-parametric frontier models," Journal of Applied Statistics, Taylor & Francis Journals, vol. 27(6), pages 779-802.
    2. Léopold Simar & Paul Wilson, 2000. "Statistical Inference in Nonparametric Frontier Models: The State of the Art," Journal of Productivity Analysis, Springer, vol. 13(1), pages 49-78, January.
    3. Berger, Allen N. & Mester, Loretta J., 2003. "Explaining the dramatic changes in performance of US banks: technological change, deregulation, and dynamic changes in competition," Journal of Financial Intermediation, Elsevier, vol. 12(1), pages 57-95, January.
    4. Humphrey, David B & Pulley, Lawrence B, 1997. "Banks' Responses to Deregulation: Profits, Technology, and Efficiency," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(1), pages 73-93, February.
    5. Canhoto, Ana & Dermine, Jean, 2003. "A note on banking efficiency in Portugal, New vs. Old banks," Journal of Banking & Finance, Elsevier, vol. 27(11), pages 2087-2098, November.
    6. David Humphrey, 1993. "Cost and technical change: Effects from bank deregulation," Journal of Productivity Analysis, Springer, vol. 4(1), pages 9-34, June.
    7. Tianshu Zhao & Barbara Casu & Alessandra Ferrari, 2006. "Deregulation and productivity growth: a study of Indian commercial banking," Economic Analysis Research Group Working Papers earg-wp2006-07, Henley Business School, University of Reading.
    8. Joseph P. Hughes & Loretta J. Mester, 1998. "Bank Capitalization And Cost: Evidence Of Scale Economies In Risk Management And Signaling," The Review of Economics and Statistics, MIT Press, vol. 80(2), pages 314-325, May.
    9. Williams, Jonathan, 2004. "Determining management behaviour in European banking," Journal of Banking & Finance, Elsevier, vol. 28(10), pages 2427-2460, October.
    10. Simon Kwan & Robert Eisenbeis, 1997. "Bank Risk, Capitalization, and Operating Efficiency," Journal of Financial Services Research, Springer;Western Finance Association, vol. 12(2), pages 117-131, October.
    11. 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.
    12. 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.
    13. Saha, Asish & Ravisankar, T. S., 2000. "Rating of Indian commercial banks: A DEA approach," European Journal of Operational Research, Elsevier, vol. 124(1), pages 187-203, July.
    14. K. R. Shanmugam & A. Das, 2004. "Efficiency of Indian commercial banks during the reform period," Applied Financial Economics, Taylor & Francis Journals, vol. 14(9), pages 681-686.
    15. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
    16. 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.
    17. 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.
    18. Wilson, Paul W., 2008. "FEAR: A software package for frontier efficiency analysis with R," Socio-Economic Planning Sciences, Elsevier, vol. 42(4), pages 247-254, December.
    19. Atsushi Iimi, 2003. "Efficiency in the Pakistani Banking Industry: Empirical Evidence after the Structural Reform in the Late 1990s," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 42(1), pages 41-57.
    20. Barry Howcroft & Ali Ataullah, 2006. "Total factor productivity change: An examination of the commercial banking industry in India and Pakistan," The Service Industries Journal, Taylor & Francis Journals, vol. 26(2), pages 189-202, March.
    21. Abhiman Das & Ashok Nag & Subhash Ray, 2004. "Liberalization, Ownership, and Efficiency in Indian Banking: A Nonparametric Approach," Working papers 2004-29, University of Connecticut, Department of Economics.
    22. Léopold Simar & Paul W. Wilson, 1998. "Sensitivity Analysis of Efficiency Scores: How to Bootstrap in Nonparametric Frontier Models," Management Science, INFORMS, vol. 44(1), pages 49-61, January.
    23. Wilson, Paul W, 1993. "Detecting Outliers in Deterministic Nonparametric Frontier Models with Multiple Outputs," Journal of Business & Economic Statistics, American Statistical Association, vol. 11(3), pages 319-323, July.
    24. 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.
    25. 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.
    26. Sathye, Milind, 2003. "Efficiency of banks in a developing economy: The case of India," European Journal of Operational Research, Elsevier, vol. 148(3), pages 662-671, August.
    27. Yener Altunbas & Santiago Carbo & Edward P.M. Gardener & Philip Molyneux, 2007. "Examining the Relationships between Capital, Risk and Efficiency in European Banking," European Financial Management, European Financial Management Association, vol. 13(1), pages 49-70, January.
    28. Aly, Hassan Y, 1990. "Technical, Scale, and Allocative Efficiencies in U.S. Banking: An Empirical Investigation," The Review of Economics and Statistics, MIT Press, vol. 72(2), pages 211-218, May.
    29. 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.
    30. 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.
    31. Kumbhakar, Subal C & Sarkar, Subrata, 2003. "Deregulation, Ownership, and Productivity Growth in the Banking Industry: Evidence from India," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(3), pages 403-424, June.
    32. Sensarma, Rudra, 2006. "Are foreign banks always the best? Comparison of state-owned, private and foreign banks in India," Economic Modelling, Elsevier, vol. 23(4), pages 717-735, July.
    33. Iimi, Atsushi, 2004. "Banking sector reforms in Pakistan: economies of scale and scope, and cost complementarities," Journal of Asian Economics, Elsevier, vol. 15(3), pages 507-528, June.
    34. Almas Heshmati, 2001. "Labour demand and efficiency in Swedish savings banks," Applied Financial Economics, Taylor & Francis Journals, vol. 11(4), pages 423-433.
    35. Nadeem Ul Haque, 1997. "Financial Market Reform in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 36(4), pages 839-854.
    36. Bonaccorsi di Patti, Emilia & Hardy, Daniel C., 2005. "Financial sector liberalization, bank privatization, and efficiency: Evidence from Pakistan," Journal of Banking & Finance, Elsevier, vol. 29(8-9), pages 2381-2406, August.
    37. 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.
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    5. Dong, Yizhe & Firth, Michael & Hou, Wenxuan & Yang, Weiwei, 2016. "Evaluating the performance of Chinese commercial banks: A comparative analysis of different types of banks," European Journal of Operational Research, Elsevier, vol. 252(1), pages 280-295.
    6. Emmanuel Mamatzakis & Efthymios Tsionas, 2020. "Decomposing total factor productivity while treating for misspecification," Management Working Papers 18, Birkbeck Department of Management, revised Feb 2021.
    7. Ghulam, Yaseen & Dhruva, Kamini, 2024. "Banking sector reforms in a challenging environment: An emerging financial market experience," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 1074-1096.
    8. Emmanuel Mamatzakis & M. Tsionas, 2018. "Decomposing global bank productivity growth: the role of non-performing loans, equity and technology," Working Paper series 18-41, Rimini Centre for Economic Analysis.
    9. Shabbir Ahmad & Abid A. Burki, 2016. "Banking deregulation and allocative efficiency in Pakistan," Applied Economics, Taylor & Francis Journals, vol. 48(13), pages 1182-1196, March.
    10. Wasi Ul Hassan Shah & Gang Hao & Nan Zhu & Rizwana Yasmeen & Ihtsham Ul Haq Padda & Muhammad Abdul Kamal, 2022. "A cross-country efficiency and productivity evaluation of commercial banks in South Asia: A meta-frontier and Malmquist productivity index approach," PLOS ONE, Public Library of Science, vol. 17(4), pages 1-17, April.
    11. Pankaj Dutta & Aayush Jain & Asish Gupta, 2020. "Performance analysis of non-banking finance companies using two-stage data envelopment analysis," Annals of Operations Research, Springer, vol. 295(1), pages 91-116, December.
    12. Vincent Charles & Ioannis E. Tsolas & Tatiana Gherman, 2018. "Satisficing data envelopment analysis: a Bayesian approach for peer mining in the banking sector," Annals of Operations Research, Springer, vol. 269(1), pages 81-102, October.

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