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Asset quality, non-interest income, and bank profitability: Evidence from Indian banks

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  • Mostak Ahamed, M.

Abstract

This paper investigates whether a shift toward non-interest income activities improves the profitability of Indian banks and, if so, how it varies across ownership groups and banks with different asset qualities. Our findings show that higher share of non-interest income yields higher profits and risk-adjusted profits; in particular when banks are involved in more trading activities. The results indicate that private foreign banks earn more risk-adjusted profits compared to public sector and private domestic banks. Furthermore, we also find that income diversification benefits more to the banks that have lower asset quality compared to the banks that have higher asset quality. The findings are insensitive to dynamic panel data estimations and alternative sample specification. The results of this paper provide valuable insights for policymakers, and conclude that ensuring diversification activities enhances bank profitability, in particular for the banks that have lower asset quality.

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  • Mostak Ahamed, M., 2017. "Asset quality, non-interest income, and bank profitability: Evidence from Indian banks," Economic Modelling, Elsevier, vol. 63(C), pages 1-14.
  • Handle: RePEc:eee:ecmode:v:63:y:2017:i:c:p:1-14
    DOI: 10.1016/j.econmod.2017.01.016
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    as
    1. Eichengreen, Barry & Gupta, Poonam, 2013. "The financial crisis and Indian banks: Survival of the fittest?," Journal of International Money and Finance, Elsevier, vol. 39(C), pages 138-152.
    2. Berger, Allen N. & Hasan, Iftekhar & Zhou, Mingming, 2009. "Bank ownership and efficiency in China: What will happen in the world's largest nation?," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 113-130, January.
    3. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    4. 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.
    5. Laeven, Luc & Majnoni, Giovanni, 2003. "Loan loss provisioning and economic slowdowns: too much, too late?," Journal of Financial Intermediation, Elsevier, vol. 12(2), pages 178-197, April.
    6. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    7. Tabak, Benjamin M. & Langsch Tecles, Patricia, 2010. "Estimating a Bayesian stochastic frontier for the Indian banking system," International Journal of Production Economics, Elsevier, vol. 125(1), pages 96-110, May.
    8. Mirza, Nawazish & Rahat, Birjees & Reddy, Krishna, 2015. "Business dynamics, efficiency, asset quality and stability: The case of financial intermediaries in Pakistan," Economic Modelling, Elsevier, vol. 46(C), pages 358-363.
    9. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    10. 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.
    11. Vikrant Vig, 2013. "Access to Collateral and Corporate Debt Structure: Evidence from a Natural Experiment," Journal of Finance, American Finance Association, vol. 68(3), pages 881-928, June.
    12. 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.
    13. Stiroh, Kevin J, 2004. "Diversification in Banking: Is Noninterest Income the Answer?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(5), pages 853-882, October.
    14. Baele, Lieven & De Jonghe, Olivier & Vander Vennet, Rudi, 2007. "Does the stock market value bank diversification?," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 1999-2023, July.
    15. Tzeremes, Nickolaos G., 2015. "Efficiency dynamics in Indian banking: A conditional directional distance approach," European Journal of Operational Research, Elsevier, vol. 240(3), pages 807-818.
    16. Peter G. Klein & Marc R. Saidenberg, 2010. "ORGANIZATIONAL STRUCTURE AND THE DIVERSIFICATION DISCOUNT: EVIDENCE FROM COMMERCIAL BANKING -super-," Journal of Industrial Economics, Wiley Blackwell, vol. 58(1), pages 127-155, March.
    17. Pallavi Chavan & Leonardo Gambacorta, 2016. "Bank lending and loan quality: the case of India," BIS Working Papers 595, Bank for International Settlements.
    18. 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.
    19. Claeys, Sophie & Vander Vennet, Rudi, 2008. "Determinants of bank interest margins in Central and Eastern Europe: A comparison with the West," Economic Systems, Elsevier, vol. 32(2), pages 197-216, June.
    20. Demirgüç-Kunt, Asli & Huizinga, Harry, 2010. "Bank activity and funding strategies: The impact on risk and returns," Journal of Financial Economics, Elsevier, vol. 98(3), pages 626-650, December.
    21. Abhiman Das & Subal C. Kumbhakar, 2016. "Markup and efficiency of Indian banks: an input distance function approach," Empirical Economics, Springer, vol. 51(4), pages 1689-1719, December.
    22. Bhattacharyya, Aditi & Pal, Sudeshna, 2013. "Financial reforms and technical efficiency in Indian commercial banking: A generalized stochastic frontier analysis," Review of Financial Economics, Elsevier, vol. 22(3), pages 109-117.
    23. Das, Abhiman & Ghosh, Saibal, 2006. "Financial deregulation and efficiency: An empirical analysis of Indian banks during the post reform period," Review of Financial Economics, Elsevier, vol. 15(3), pages 193-221.
    24. Bhaumik, Sumon Kumar & Piesse, Jenifer, 2008. "Does lending behaviour of banks in emerging economies vary by ownership? Evidence from the Indian banking sector," Economic Systems, Elsevier, vol. 32(2), pages 177-196, June.
    25. Ray, Subhash C. & Das, Abhiman, 2010. "Distribution of cost and profit efficiency: Evidence from Indian banking," European Journal of Operational Research, Elsevier, vol. 201(1), pages 297-307, February.
    26. Ghosh, Saibal, 2009. "Financial Deregulation and Profit Efficiency: A Non-parametric Analysis of Indian Banks," MPRA Paper 24292, University Library of Munich, Germany.
    27. 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.
    28. Pennathur, Anita K. & Subrahmanyam, Vijaya & Vishwasrao, Sharmila, 2012. "Income diversification and risk: Does ownership matter? An empirical examination of Indian banks," Journal of Banking & Finance, Elsevier, vol. 36(8), pages 2203-2215.
    29. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    30. Goddard, John & McKillop, Donal & Wilson, John O.S., 2008. "The diversification and financial performance of US credit unions," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1836-1849, September.
    31. Pennathur, Anita & Vishwasrao, Sharmila, 2014. "The financial crisis and bank–client relationships: Foreign ownership, transparency, and portfolio selection," Journal of Banking & Finance, Elsevier, vol. 42(C), pages 232-246.
    32. Mostak Ahamed, M. & Mallick, Sushanta K., 2017. "House of restructured assets: How do they affect bank risk in an emerging market?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 47(C), pages 1-14.
    33. Elsas, Ralf & Hackethal, Andreas & Holzhäuser, Markus, 2010. "The anatomy of bank diversification," Journal of Banking & Finance, Elsevier, vol. 34(6), pages 1274-1287, June.
    34. Meslier, Céline & Tacneng, Ruth & Tarazi, Amine, 2014. "Is bank income diversification beneficial? Evidence from an emerging economy," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 31(C), pages 97-126.
    35. Chen, Pei-Fen & Liu, Ping-Chin, 2013. "Bank ownership, performance, and the politics: Evidence from Taiwan," Economic Modelling, Elsevier, vol. 31(C), pages 578-585.
    36. Philip Molyneux & John Yip, 2013. "Income diversification and performance of Islamic banks," Journal of Financial Management, Markets and Institutions, Società editrice il Mulino, issue 1, pages 47-66, January.
    37. Vincenzo Chiorazzo & Carlo Milani & Francesca Salvini, 2008. "Income Diversification and Bank Performance: Evidence from Italian Banks," Journal of Financial Services Research, Springer;Western Finance Association, vol. 33(3), pages 181-203, June.
    38. 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.
    39. 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.
    40. 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.
    41. Nguyen, My & Skully, Michael & Perera, Shrimal, 2012. "Bank market power and revenue diversification: Evidence from selected ASEAN countries," Journal of Asian Economics, Elsevier, vol. 23(6), pages 688-700.
    42. 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.
    43. Barbara Casu & Alessandra Ferrari & Tianshu Zhao, 2013. "Regulatory Reform and Productivity Change in Indian Banking," The Review of Economics and Statistics, MIT Press, vol. 95(3), pages 1066-1077, July.
    44. Swamy, Vighneswara, 2015. "Modelling bank asset quality and profitability: An empirical assessment," Economics Discussion Papers 2015-27, Kiel Institute for the World Economy (IfW).
    45. 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.
    46. 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.
    47. Boyd, John H. & Runkle, David E., 1993. "Size and performance of banking firms : Testing the predictions of theory," Journal of Monetary Economics, Elsevier, vol. 31(1), pages 47-67, February.
    48. Banerjee, Sreejata & Velamuri, Malathi, 2015. "The conundrum of profitability versus soundness for banks by ownership type: Evidence from the Indian banking sector," Review of Financial Economics, Elsevier, vol. 26(C), pages 12-24.
    49. 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.
    50. Iannotta, Giuliano & Nocera, Giacomo & Sironi, Andrea, 2007. "Ownership structure, risk and performance in the European banking industry," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 2127-2149, July.
    51. repec:eee:ecmode:v:67:y:2017:i:c:p:23-33 is not listed on IDEAS
    52. Nguyen, My & Skully, Michael & Perera, Shrimal, 2012. "Market power, revenue diversification and bank stability: Evidence from selected South Asian countries," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 22(4), pages 897-912.
    53. Viral V. Acharya & Iftekhar Hasan & Anthony Saunders, 2006. "Should Banks Be Diversified? Evidence from Individual Bank Loan Portfolios," The Journal of Business, University of Chicago Press, vol. 79(3), pages 1355-1412, May.
    54. DeYoung, Robert & Roland, Karin P., 2001. "Product Mix and Earnings Volatility at Commercial Banks: Evidence from a Degree of Total Leverage Model," Journal of Financial Intermediation, Elsevier, vol. 10(1), pages 54-84, January.
    55. Mercieca, Steve & Schaeck, Klaus & Wolfe, Simon, 2007. "Small European banks: Benefits from diversification?," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 1975-1998, July.
    56. Jesus Gustavo Garza-Garcia, 2012. "Does market power influence bank profits in Mexico? A study on market power and efficiency," Applied Financial Economics, Taylor & Francis Journals, vol. 22(1), pages 21-32, January.
    57. 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.
    58. Fujii, Hidemichi & Managi, Shunsuke & Matousek, Roman, 2014. "Indian bank efficiency and productivity changes with undesirable outputs: A disaggregated approach," Journal of Banking & Finance, Elsevier, vol. 38(C), pages 41-50.
    59. 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.
    60. Abdul Latif Alhassan, 2015. "Income diversification and bank efficiency in an emerging market," Managerial Finance, Emerald Group Publishing, vol. 41(12), pages 1318-1335, December.
    61. Dietrich, Andreas & Wanzenried, Gabrielle, 2011. "Determinants of bank profitability before and during the crisis: Evidence from Switzerland," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(3), pages 307-327, July.
    62. Beck, Thorsten & Demirgüç-Kunt, Asli & Merrouche, Ouarda, 2013. "Islamic vs. conventional banking: Business model, efficiency and stability," Journal of Banking & Finance, Elsevier, vol. 37(2), pages 433-447.
    63. Wu, Yueh-Cheng & Wei Kiong Ting, Irene & Lu, Wen-Min & Nourani, Mohammad & Kweh, Qian Long, 2016. "The impact of earnings management on the performance of ASEAN banks," Economic Modelling, Elsevier, vol. 53(C), pages 156-165.
    64. Allen N. Berger & Robert DeYoung, "undated". "Problem Loans and Cost Efficiency in Commercial Banks," Finance and Economics Discussion Series 1997-08, Board of Governors of the Federal Reserve System (U.S.).
    65. Mergaerts, Frederik & Vander Vennet, Rudi, 2016. "Business models and bank performance: A long-term perspective," Journal of Financial Stability, Elsevier, vol. 22(C), pages 57-75.
    66. A. Prasad & Saibal Ghosh, 2007. "Competition in Indian Banking," South Asia Economic Journal, Institute of Policy Studies of Sri Lanka, vol. 8(2), pages 265-284, December.
    67. Georgios E. Chortareas & Jesus G. Garza‐Garcia & Claudia Girardone, 2011. "Banking Sector Performance in Latin America: Market Power versus Efficiency," Review of Development Economics, Wiley Blackwell, vol. 15(2), pages 307-325, May.
    68. Heiko Hesse & Tigran Poghosyan, 2009. "Oil Prices and Bank Profitability; Evidence From Major Oil-Exporting Countries in the Middle East and North Africa," IMF Working Papers 09/220, International Monetary Fund.
    69. Cara S. Lown & Carol L. Osler & Philip E. Strahan & Amir Sufi, 2000. "The changing landscape of the financial services industry: what lies ahead?," Economic Policy Review, Federal Reserve Bank of New York, issue Oct, pages 39-54.
    70. Sahoo, Biresh K. & Tone, Kaoru, 2009. "Radial and non-radial decompositions of profit change: With an application to Indian banking," European Journal of Operational Research, Elsevier, vol. 196(3), pages 1130-1146, August.
    71. Richard Herd & Vincent Koen & Ila Patnaik & Ajay Shah, 2011. "Financial Sector Reform in India: Time for a Second Wave?," OECD Economics Department Working Papers 879, OECD Publishing.
    72. Sanyal, Paroma & Shankar, Rashmi, 2011. "Ownership, competition, and bank productivity: An analysis of Indian banking in the post-reform period," International Review of Economics & Finance, Elsevier, vol. 20(2), pages 225-247, April.
    73. Zhao, Tianshu & Casu, Barbara & Ferrari, Alessandra, 2010. "The impact of regulatory reforms on cost structure, ownership and competition in Indian banking," Journal of Banking & Finance, Elsevier, vol. 34(1), pages 246-254, January.
    74. Sarah Sanya & Simon Wolfe, 2011. "Can Banks in Emerging Economies Benefit from Revenue Diversification?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 40(1), pages 79-101, October.
    75. Giuliano Iannotta & Giacomo Nocera & Andrea Sironi, 2007. "Ownership structure, risk and performance in the European banking industry," Post-Print hal-00861806, HAL.
    76. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    77. Gulati, Rachita & Kumar, Sunil, 2016. "Assessing the impact of the global financial crisis on the profit efficiency of Indian banks," Economic Modelling, Elsevier, vol. 58(C), pages 167-181.
    78. Ahamed, M. Mostak & Mallick, Sushanta, 2017. "Does regulatory forbearance matter for bank stability? Evidence from creditors’ perspective," Journal of Financial Stability, Elsevier, vol. 28(C), pages 163-180.
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    Keywords

    Bank; Profitability; Diversification; Asset quality;

    JEL classification:

    • 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

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