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Determinants of Bank Performance in a Developing Economy

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  • Fadzlan Sufian
  • Mohamad Akbar Noor Mohamad Noor

Abstract

The article seeks to examine the internal and external factors that influenced the performance of banks operating in the Indian banking sector during the period 2000–08. The empirical findings from this study suggest that credit risk, network embeddedness, operating expenses, liquidity and size have statistically significant impact on the profitability of Indian banks. However, the impact is not uniform across banks of different nations of origin. During the period under study, the empirical findings do not lend support for the ‘limited form’ of global advantage hypothesis. Likewise, the liability of unfamiliarness hypothesis is also rejected, since we do not find significant advantage accruing to foreign banks from other Asian countries.

Suggested Citation

  • Fadzlan Sufian & Mohamad Akbar Noor Mohamad Noor, 2012. "Determinants of Bank Performance in a Developing Economy," Global Business Review, International Management Institute, vol. 13(1), pages 1-23, February.
  • Handle: RePEc:sae:globus:v:13:y:2012:i:1:p:1-23
    DOI: 10.1177/097215091101300101
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    1. Demirguc, Asli & Huizinga, Harry, 1999. "Determinants of Commercial Bank Interest Margins and Profitability: Some International Evidence," The World Bank Economic Review, World Bank, vol. 13(2), pages 379-408, May.
    2. Athanasoglou, Panayiotis P. & Brissimis, Sophocles N. & Delis, Matthaios D., 2008. "Bank-specific, industry-specific and macroeconomic determinants of bank profitability," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 18(2), pages 121-136, April.
    3. Berger, Allen N, 1995. "The Relationship between Capital and Earnings in Banking," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 27(2), pages 432-456, May.
    4. Stiroh, Kevin J. & Rumble, Adrienne, 2006. "The dark side of diversification: The case of US financial holding companies," Journal of Banking & Finance, Elsevier, vol. 30(8), pages 2131-2161, August.
    5. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    6. Ghosh, Saibal, 2009. "Financial Deregulation and Profit Efficiency: A Non-parametric Analysis of Indian Banks," MPRA Paper 24292, University Library of Munich, Germany.
    7. Berger, Allen N. & DeYoung, Robert, 1997. "Problem loans and cost efficiency in commercial banks," Journal of Banking & Finance, Elsevier, vol. 21(6), pages 849-870, June.
    8. Molyneux, Philip & Thornton, John, 1992. "Determinants of European bank profitability: A note," Journal of Banking & Finance, Elsevier, vol. 16(6), pages 1173-1178, December.
    9. Ihsan Isik & M. Kabir Hassan, 2003. "Efficiency, Ownership and Market Structure, Corporate Control and Governance in the Turkish Banking Industry," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(9‐10), pages 1363-1421, December.
    10. Saunders, Anthony & Strock, Elizabeth & Travlos, Nickolaos G, 1990. "Ownership Structure, Deregulation, and Bank Risk Taking," Journal of Finance, American Finance Association, vol. 45(2), pages 643-654, June.
    11. Bhattacharyya, Anjana & Bhattacharyya, Arunava & Kumbhakar, Subal C., 1997. "Changes in Economic Regime and Productivity Growth: A Study of Indian Public Sector Banks," Journal of Comparative Economics, Elsevier, vol. 25(2), pages 196-219, October.
    12. Allen, Linda, 1988. "The Determinants of Bank Interest Margins: A Note," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 23(2), pages 231-235, June.
    13. Hirtle, Beverly J. & Stiroh, Kevin J., 2007. "The return to retail and the performance of US banks," Journal of Banking & Finance, Elsevier, vol. 31(4), pages 1101-1133, April.
    14. Fadzlan SUFIAN & Muzafar Shah HABIBULLAH, 2009. "Bank specific and macroeconomic determinants of bank profitability: Empirical evidence from the China banking sector," Frontiers of Economics in China-Selected Publications from Chinese Universities, Higher Education Press, vol. 4(2), pages 274-291, June.
    15. Abhiman Das & K. R. Sanmugam, 2004. "Efficiency of Indian commercial banks during the reform period," Industrial Organization 0410005, University Library of Munich, Germany.
    16. Allen N. Berger & Anil K. Kashyap & Joseph M. Scalise, 1995. "The Transformation of the U.S. Banking Industry: What a Long, Strange Trips It's Been," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 26(2), pages 55-218.
    17. Micco, Alejandro & Panizza, Ugo & Yanez, Monica, 2007. "Bank ownership and performance. Does politics matter?," Journal of Banking & Finance, Elsevier, vol. 31(1), pages 219-241, January.
    18. Pasiouras, Fotios & Kosmidou, Kyriaki, 2007. "Factors influencing the profitability of domestic and foreign commercial banks in the European Union," Research in International Business and Finance, Elsevier, vol. 21(2), pages 222-237, June.
    19. Ali Ataullah & Hang Le, 2006. "Economic reforms and bank efficiency in developing countries: the case of the Indian banking industry," Applied Financial Economics, Taylor & Francis Journals, vol. 16(9), pages 653-663.
    20. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    21. 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.
    22. Kyriaki Kosmidou & Constantin Zopounidis, 2008. "Measurement of Bank Performance in Greece," South-Eastern Europe Journal of Economics, Association of Economic Universities of South and Eastern Europe and the Black Sea Region, vol. 6(1), pages 79-95.
    23. David Hauner, 2005. "Explaining efficiency differences among large German and Austrian banks," Applied Economics, Taylor & Francis Journals, vol. 37(9), pages 969-980.
    24. Levine, Ross, 1998. "The Legal Environment, Banks, and Long-Run Economic Growth," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 30(3), pages 596-613, August.
    25. De Bandt, Olivier & Davis, E. Philip, 2000. "Competition, contestability and market structure in European banking sectors on the eve of EMU," Journal of Banking & Finance, Elsevier, vol. 24(6), pages 1045-1066, June.
    26. Shelagh Heffernan & Xiaoqing Fu, 2010. "Determinants of financial performance in Chinese banking," Applied Financial Economics, Taylor & Francis Journals, vol. 20(20), pages 1585-1600.
    27. Sathye, Milind, 2001. "X-efficiency in Australian banking: An empirical investigation," Journal of Banking & Finance, Elsevier, vol. 25(3), pages 613-630, March.
    28. Rogers, Kevin & SinkeyJr., Joseph F., 1999. "An analysis of nontraditional activities at U.S. commercial banks," Review of Financial Economics, Elsevier, vol. 8(1), pages 25-39, June.
    29. Allen N. Berger & Robert DeYoung & Hesna Genay & Gregory F. Udell, 1999. "Globalization of financial institutions: evidence from cross-border banking performance," Working Paper Series WP-99-25, Federal Reserve Bank of Chicago.
    30. Kosmidou, Kyriaki & Pasiouras, Fotios & Tsaklanganos, Angelos, 2007. "Domestic and multinational determinants of foreign bank profits: The case of Greek banks operating abroad," Journal of Multinational Financial Management, Elsevier, vol. 17(1), pages 1-15, February.
    31. Minh To, Huong & Tripe, David, 2002. "Factors influencing the performance of foreign-owned banks in New Zealand," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 12(4-5), pages 341-357.
    32. Staikouras, Christos & Mamatzakis, Emmanuel & Koutsomanoli-Filippaki, Anastasia, 2008. "An empirical investigation of operating performance in the new European banking landscape," Global Finance Journal, Elsevier, vol. 19(1), pages 32-45.
    33. Albertazzi, Ugo & Gambacorta, Leonardo, 2009. "Bank profitability and the business cycle," Journal of Financial Stability, Elsevier, vol. 5(4), pages 393-409, December.
    34. Angbazo, Lazarus, 1997. "Commercial bank net interest margins, default risk, interest-rate risk, and off-balance sheet banking," Journal of Banking & Finance, Elsevier, vol. 21(1), pages 55-87, January.
    35. Claessens, Stijn & Demirguc-Kunt, Asl[iota] & Huizinga, Harry, 2001. "How does foreign entry affect domestic banking markets?," Journal of Banking & Finance, Elsevier, vol. 25(5), pages 891-911, May.
    36. McShane, R. W. & Sharpe, I. G., 1985. "A time series/cross section analysis of the determinants of Australian trading bank loan/deposit interest margins: 1962-1981," Journal of Banking & Finance, Elsevier, vol. 9(1), pages 115-136, March.
    37. Stephen Miller & Athanasios Noulas, 1997. "Portfolio mix and large-bank profitability in the USA," Applied Economics, Taylor & Francis Journals, vol. 29(4), pages 505-512.
    38. Goddard, John & Molyneux, Phil & Wilson, John O S, 2004. "Dynamics of Growth and Profitability in Banking," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(6), pages 1069-1090, December.
    39. Chu, Sing Fat & Lim, Guan Hua, 1998. "Share performance and profit efficiency of banks in an oligopolistic market: evidence from Singapore," Journal of Multinational Financial Management, Elsevier, vol. 8(2-3), pages 155-168, September.
    40. Rivard, Richard J. & Thomas, Christopher R., 1997. "The effect of interstate banking on large bank holding company profitability and risk," Journal of Economics and Business, Elsevier, vol. 49(1), pages 61-76, February.
    41. Robert DeYoung & Tara Rice, 2004. "Noninterest Income and Financial Performance at U.S. Commercial Banks," The Financial Review, Eastern Finance Association, vol. 39(1), pages 101-127, February.
    42. Short, Brock K., 1979. "The relation between commercial bank profit rates and banking concentration in Canada, Western Europe, and Japan," Journal of Banking & Finance, Elsevier, vol. 3(3), pages 209-219, September.
    43. Ho, Thomas S. Y. & Saunders, Anthony, 1981. "The Determinants of Bank Interest Margins: Theory and Empirical Evidence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 16(4), pages 581-600, November.
    44. John Goddard & Phil Molyneux & John O. S. Wilson, 2004. "The profitability of european banks: a cross‐sectional and dynamic panel analysis," Manchester School, University of Manchester, vol. 72(3), pages 363-381, June.
    45. Williams, Barry, 2003. "Domestic and international determinants of bank profits: Foreign banks in Australia," Journal of Banking & Finance, Elsevier, vol. 27(6), pages 1185-1210, June.
    46. Gilbert, R Alton, 1984. "Bank Market Structure and Competition: A Survey," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 16(4), pages 617-644, November.
    47. Sufian, Fadzlan, 2009. "Determinants of bank efficiency during unstable macroeconomic environment: Empirical evidence from Malaysia," Research in International Business and Finance, Elsevier, vol. 23(1), pages 54-77, January.
    48. Naceur, Sami Ben & Omran, Mohammed, 2011. "The effects of bank regulations, competition, and financial reforms on banks' performance," Emerging Markets Review, Elsevier, vol. 12(1), pages 1-20, March.
    49. 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.
    50. 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.
    51. Button, Kenneth J & Weyman-Jones, Thomas G, 1992. "Ownership Structure, Institutional Organization and Measured X-Efficiency," American Economic Review, American Economic Association, vol. 82(2), pages 439-445, May.
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