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The effects of revenue diversification and cross border banking on risk and return of banks in Africa

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  • Sissy, Aisha Mohammed
  • Amidu, Mohammed
  • Abor, Joshua Yindenaba

Abstract

The paper analyses the implications of revenue diversification and cross-border banking for risk and return. We sample 320 banks across 29 African countries and employ System GMM estimator as a methodological approach to shed further light on the diversification-stability nexus by examining the complex interaction between three key variables: cross-border banking, diversification and bank stability. The results suggest that exploration risk reduces diversification as the level of capital increases when banks cross border to diversify across revenue generating activities. Our analyses further show that, banks in Africa derive absolute benefits from diversification if they cross border and diversify their revenue base concurrently. These results are robust to a range of controls including alternative variable specifications, regulatory environment that bank operate and methodology.

Suggested Citation

  • Sissy, Aisha Mohammed & Amidu, Mohammed & Abor, Joshua Yindenaba, 2017. "The effects of revenue diversification and cross border banking on risk and return of banks in Africa," Research in International Business and Finance, Elsevier, vol. 40(C), pages 1-18.
  • Handle: RePEc:eee:riibaf:v:40:y:2017:i:c:p:1-18
    DOI: 10.1016/j.ribaf.2016.09.017
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    as
    1. Claessens, Stijn & van Horen, Neeltje, 2012. "Being a foreigner among domestic banks: Asset or liability?," Journal of Banking & Finance, Elsevier, vol. 36(5), pages 1276-1290.
    2. George Clarke & Robert Cull & Maria Soledad Martinez Peria & Susana M. S·nchez, 2003. "Foreign Bank Entry: Experience, Implications for Developing Economies, and Agenda for Further Research," The World Bank Research Observer, World Bank, vol. 18(1), pages 25-59.
    3. 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.
    4. 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.
    5. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    6. Grossman, Richard S., 1994. "The Shoe That Didn't Drop: Explaining Banking Stability During the Great Depression," The Journal of Economic History, Cambridge University Press, vol. 54(3), pages 654-682, September.
    7. 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.
    8. 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.
    9. Thorsten Beck & Samuel Munzele Maimbo & Issa Faye & Thouraya Triki, 2011. "Financing Africa : Through the Crisis and Beyond," World Bank Publications - Books, The World Bank Group, number 2355, December.
    10. Stijn Claessens & Neeltje Van Horen, 2014. "Foreign Banks: Trends and Impact," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(s1), pages 295-326, February.
    11. 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.
    12. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers CWP09/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    13. Schaeck, K. & Cihák, M., 2010. "Competition, Efficiency, and Soundness in Banking : An Industrial Organization Perspective," Discussion Paper 2010-68S, Tilburg University, Center for Economic Research.
    14. Pasiouras, Fotios, 2008. "Estimating the technical and scale efficiency of Greek commercial banks: The impact of credit risk, off-balance sheet activities, and international operations," Research in International Business and Finance, Elsevier, vol. 22(3), pages 301-318, September.
    15. Maudos, Joaquín, 2017. "Income structure, profitability and risk in the European banking sector: The impact of the crisis," Research in International Business and Finance, Elsevier, vol. 39(PA), pages 85-101.
    16. 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.
    17. Giorgio Barba Navaretti & Giacomo Calzolari & Alberto Franco Pozzolo & Micol Levi, 2010. "Multinational banking in Europe – financial stability and regulatory implications: lessons from the financial crisis [Cross subsidies, external financing constraints, and the contribution of the in," Economic Policy, CEPR;CES;MSH, vol. 25(64), pages 703-753.
    18. Stijn Claessens, 2006. "Competitive Implications of Cross-Border Banking," World Scientific Book Chapters, in: Gerard Caprio Jr & Douglas D Evanoff & George G Kaufman (ed.), Cross-Border Banking Regulatory Challenges, chapter 11, pages 151-181, World Scientific Publishing Co. Pte. Ltd..
    19. Joseph P. Hughes & William W. Lang & Loretta J. Mester & Choon-Geol Moon, 1996. "Safety in numbers? Geographic diversification and bank insolvency risk," Working Papers 96-14, Federal Reserve Bank of Philadelphia.
    20. 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.
    21. de Haas, Ralph & van Lelyveld, Iman, 2010. "Internal capital markets and lending by multinational bank subsidiaries," Journal of Financial Intermediation, Elsevier, vol. 19(1), pages 1-25, January.
    22. 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.
    23. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
    24. Lepetit, Laetitia & Nys, Emmanuelle & Rous, Philippe & Tarazi, Amine, 2008. "Bank income structure and risk: An empirical analysis of European banks," Journal of Banking & Finance, Elsevier, vol. 32(8), pages 1452-1467, August.
    25. B. Gerard Dages & Linda S. Goldberg & Daniel Kinney, 2000. "Foreign and domestic bank participation in emerging markets: lessons from Mexico and Argentina," Economic Policy Review, Federal Reserve Bank of New York, issue Sep, pages 17-36.
    26. Mark Carlson, 2004. "Are Branch Banks Better Survivors? Evidence from the Depression Era," Economic Inquiry, Western Economic Association International, vol. 42(1), pages 111-126, January.
    27. Stephen R. Bond, 2002. "Dynamic panel data models: a guide to micro data methods and practice," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 141-162, August.
    28. Carbo Valverde, Santiago & Rodriguez Fernandez, Francisco, 2007. "The determinants of bank margins in European banking," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 2043-2063, July.
    29. 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.
    30. Cebenoyan, A. Sinan & Strahan, Philip E., 2004. "Risk management, capital structure and lending at banks," Journal of Banking & Finance, Elsevier, vol. 28(1), pages 19-43, January.
    31. 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.
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    More about this item

    Keywords

    Banks; Diversification; Cross-border banking; Developing countries;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation
    • D42 - Microeconomics - - Market Structure, Pricing, and Design - - - Monopoly
    • C36 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Instrumental Variables (IV) Estimation
    • N27 - Economic History - - Financial Markets and Institutions - - - Africa; Oceania

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