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Diversification, bank performance and risk: have Tunisian banks adopted the new business model?

Author

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  • Helmi Hamdi

    (Aix-Marseille University CERGAM (4225))

  • Abdelaziz Hakimi

    (University of Jendouba, Faculty of Law, Economics and Management of Jendouba)

  • Khemais Zaghdoudi

    (University of Jendouba, Faculty of Law, Economics and Management of Jendouba)

Abstract

Background The objective of this paper is threefold. First, we test the most important factors that determine the level of non-interest income for Tunisian banks. Second, we study the impact of non-interest income on banks’ profitability measured by both return on assets (ROA) and return on equity (ROE). Finally, we investigate the relationship between non-interest income and the level of risk taking. Methods To achieve this goal, we used annual data of 20 Tunisian banks during the period 2005-2012. In the empirical section we performed a Dynamic Panel Data model. Results Empirical results indicate that the main determinants of non-interest income are: relative performance (RROA and RROE), bank size, loan specialization and new e-payments channels, automatic teller machine (ATM) and credit cards). We also find that diversification increases bank performance for both ROA and ROE measures. Eventually, non-interest income appears to be negatively and significantly correlated with the effect on the level of risk. Conclusions Tunisian banks are invited to more diversify their activities and do not focus only on the traditional activity. The noninterest income seems to be associated with a higher level of profitability and a lower risk.

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  • Helmi Hamdi & Abdelaziz Hakimi & Khemais Zaghdoudi, 2017. "Diversification, bank performance and risk: have Tunisian banks adopted the new business model?," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 3(1), pages 1-25, December.
  • Handle: RePEc:spr:fininn:v:3:y:2017:i:1:d:10.1186_s40854-017-0069-6
    DOI: 10.1186/s40854-017-0069-6
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    as
    1. Berger, Allen N. & Bouwman, Christa H.S., 2013. "How does capital affect bank performance during financial crises?," Journal of Financial Economics, Elsevier, vol. 109(1), pages 146-176.
    2. Barry Williams & Laurie Prather, 2010. "Bank risk and return: the impact of bank non‐interest income," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 6(3), pages 220-244, June.
    3. 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.
    4. 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.
    5. Barros, Carlos Pestana & Ferreira, Candida & Williams, Jonathan, 2007. "Analysing the determinants of performance of best and worst European banks: A mixed logit approach," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 2189-2203, July.
    6. Sarath Delpachitra & Laurence Lester, 2013. "Non-Interest Income: Are Australian Banks Moving Away from their Traditional Businesses?," Economic Papers, The Economic Society of Australia, vol. 32(2), pages 190-199, June.
    7. Abdelaziz HAKIMI & Helmi HAMDI & Mouldi DJELASSI, 2012. "Modelling Non-Interest Income at Tunisian Banks," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 2(1), pages 88-99.
    8. 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.
    9. Soedarmono, Wahyoe & Machrouh, Fouad & Tarazi, Amine, 2013. "Bank competition, crisis and risk taking: Evidence from emerging markets in Asia," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 23(C), pages 196-221.
    10. Victor Ekpu & Alberto Paloni, 2015. "Financialisation, Business Lending And Profitability In The Uk," Working Papers 2015_18, Business School - Economics, University of Glasgow.
    11. 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.
    12. Aggarwal, Raj & Jacques, Kevin T., 2001. "The impact of FDICIA and prompt corrective action on bank capital and risk: Estimates using a simultaneous equations model," Journal of Banking & Finance, Elsevier, vol. 25(6), pages 1139-1160, June.
    13. 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.
    14. Lee, Chien-Chiang & Yang, Shih-Jui & Chang, Chi-Hung, 2014. "Non-interest income, profitability, and risk in banking industry: A cross-country analysis," The North American Journal of Economics and Finance, Elsevier, vol. 27(C), pages 48-67.
    15. Pringle, John J, 1974. "The Capital Decision in Commercial Banks," Journal of Finance, American Finance Association, vol. 29(3), pages 779-795, June.
    16. John H. Boyd & Gianni De Nicoló, 2005. "The Theory of Bank Risk Taking and Competition Revisited," Journal of Finance, American Finance Association, vol. 60(3), pages 1329-1343, June.
    17. Mamatzakis, Emmanuel & Bermpei, Theodora, 2014. "What drives investment bank performance? The role of risk, liquidity and fees prior to and during the crisis," International Review of Financial Analysis, Elsevier, vol. 35(C), pages 102-117.
    18. Smita Roy Trivedi, 2015. "Banking Innovations and New Income Streams: Impact on Banks' Performance," Vikalpa: The Journal for Decision Makers, , vol. 40(1), pages 28-41, March.
    19. Froot, Kenneth A. & Stein, Jeremy C., 1998. "Risk management, capital budgeting, and capital structure policy for financial institutions: an integrated approach," Journal of Financial Economics, Elsevier, vol. 47(1), pages 55-82, January.
    20. 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.
    21. Yoram Landskroner & David Ruthenberg & David Zaken, 2005. "Diversification and Performance in Banking: The Israeli Case," Journal of Financial Services Research, Springer;Western Finance Association, vol. 27(1), pages 27-49, February.
    22. Evelyn Hayden & Daniel Porath & Natalja Westernhagen, 2007. "Does Diversification Improve the Performance of German Banks? Evidence from Individual Bank Loan Portfolios," Journal of Financial Services Research, Springer;Western Finance Association, vol. 32(3), pages 123-140, December.
    23. Thi Canh Nguyen & Dinh Vinh Vo & Van Chien Nguyen, 2015. "Risk and Income Diversification in the Vietnamese Banking System," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 5(1), pages 1-7.
    24. Abdelaziz HAKIMI & Helmi HAMDI & Mouldi DJELASSI, 2012. "Modelling Non-Interest Income at Tunisian Banks," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 2(1), pages 88-99, March.
    25. Beck, Thorsten & Demirguc-Kunt, Asli & Levine, Ross, 2006. "Bank concentration, competition, and crises: First results," Journal of Banking & Finance, Elsevier, vol. 30(5), pages 1581-1603, May.
    26. 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.
    27. Graddy, Duane B & Kyle, Reuben, III, 1979. "The Simultaneity of Bank Decision-making, Market Structure, and Bank Performance," Journal of Finance, American Finance Association, vol. 34(1), pages 1-18, March.
    28. Tan, Yong, 2016. "The impacts of risk and competition on bank profitability in China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 40(C), pages 85-110.
    29. Yong Tan & John Anchor, 2017. "Does competition only impact on insolvency risk? New evidence from the Chinese banking industry," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 13(3), pages 332-354, June.
    30. Yong Tan & Christos Floros & John Anchor, 2017. "The profitability of Chinese banks: impacts of risk, competition and efficiency," Review of Accounting and Finance, Emerald Group Publishing Limited, vol. 16(1), pages 86-105, February.
    31. Helmi Hamdi, 2013. "Testing export-led growth in Tunisia and Morocco: New evidence using the Toda and Yamamoto procedure," Economics Bulletin, AccessEcon, vol. 33(1), pages 677-686.
    32. Bourke, Philip, 1989. "Concentration and other determinants of bank profitability in Europe, North America and Australia," Journal of Banking & Finance, Elsevier, vol. 13(1), pages 65-79, March.
    33. J. H. Nilsen & R. Rovelli, 2000. "Investor Risk Aversion and Financial Fragility in Emerging Economies," Working Papers 380, Dipartimento Scienze Economiche, Universita' di Bologna.
    34. Samy Ben Naceur & Mohamed Goaied, 2001. "The determinants of the Tunisian deposit banks' performance," Applied Financial Economics, Taylor & Francis Journals, vol. 11(3), pages 317-319.
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