Skip to main content
Log in

What drives bank income smoothing? Evidence from Africa

  • Original Article
  • Published:
International Journal of Disclosure and Governance Aims and scope Submit manuscript

Abstract

We investigate whether banks use loan loss provisions to smooth income and whether this behaviour is influenced by foreign bank presence, ownership and institutional quality differences across African countries. We examine 370 banks from 21 African countries from 2002 to 2021. We find evidence that African banks use LLPs to smooth their income when they are more profitable during economic boom or recession. Income smoothing is persistent (i) among banks with a widely dispersed ownership, (ii) among banks with strong government ownership and (iii) among banks with weak government ownership. Income smoothing is also persistent in African countries that have greater corruption control, better regulatory quality and political stability. In contrast, moderate concentrated ownership reduces bank income smoothing. Bank income smoothing is also reduced in African countries that have strong rule of law, high government effectiveness, strong foreign bank presence and strong voice and accountability institutions. The implication is that effective corporate governance and institutional quality can constrain the extent of income smoothing by African banks.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Abad, D., M.F. Cutillas-Gomariz, J.P. Sánchez-Ballesta, and J. Yagüe. 2018. Real earnings management and information asymmetry in the equity market. European Accounting Review 27 (2): 209–235.

    Google Scholar 

  • Ahmed, Anwer S., Carolyn Takeda, and Shawn Thomas. 1999. Bank LLP: A re-examination of capital management, earnings management and signalling effects. Journal of Accounting and Economics 28: 1–25.

    Google Scholar 

  • Ahmed, Anwer S., Michael Neel, and Dechun Wang. 2013. Does mandatory adoption of IFRS improve accounting quality? Preliminary evidence. Contemporary Accounting Research 30 (4): 1344–1372.

    Google Scholar 

  • Anandarajan, A., I. Hasan, and C. McCarthy. 2007. Use of loan loss provisions for capital, earnings management and signalling by Australian banks. Accounting and Finance 47 (3): 357–379.

    Google Scholar 

  • Andreou, Panayiotis C., Ian Cooper, Christodoulos Louca, and Dennis Philip. 2017. Bank loan loss accounting treatments, credit cycles and crash risk. The British Accounting Review 49 (5): 474–492.

    Google Scholar 

  • Arellano, M., and S. Bond. 1991. Some test of specification for panel data: Monte Carlo evidence and application to employment equations. Review of Economic Studies 58: 227–297.

    Google Scholar 

  • Balboa, M., G. López-Espinosa, and A. Rubia. 2013. Nonlinear dynamics in discretionary accruals: An analysis of bank loan-loss provisions. Journal of Banking & Finance 37 (12): 5186–5207.

    Google Scholar 

  • Beatty, A., S.L. Chamberlain, and J. MaglioloM. 1995. Managing financial reports of commercial banks: The influence of taxes, regulatory capital, and earnings. Journal of Accounting Research 33 (2): 231–261.

    Google Scholar 

  • Beck, T., and R. Levine. 2005. Legal institutions and financial development. In Handbook of new institutional economics, 251–278. Boston, MA: Springer.

    Google Scholar 

  • Beck, T., R. Levine, and N. Loayza. 2000. Finance and the Sources of Growth. Journal of Financial Economics 58 (1): 261–300.

    Google Scholar 

  • Beck, Thorsten, and Robert Cull. 2013. “Banking in Africa.” World Bank Policy Research Working Paper No. 6684. Available at SSRN: https://ssrn.com/abstract=2348417.

  • Bhattacharya, U., H. Daouk, and M. Welker. 2003. The world price of earnings opacity. The Accounting Review 78 (3): 641–678.

    Google Scholar 

  • Bikker, J.A., and P.A.J. Metzemakers. 2005. Bank provisioning behaviour and procyclicality. Journal of International Financial Markets, Institutions and Money 15 (2): 141–157.

    Google Scholar 

  • Bonin, J, and Kosak, M. 2013. “Loan Loss Provisioning in Emerging Europe: Precautionary or Pro-Cyclical?” Working Paper No. 10. Wesleyan University.

  • Bouvatier, V., L. Lepetit, and F. Strobel. 2014. Bank income smoothing, ownership concentration and the regulatory environment. Journal of Banking and Finance 41: 253–270.

    Google Scholar 

  • Bushman, R.M., and J.D. Piotroski. 2006. Financial reporting incentives for conservative accounting: The influence of legal and political institutions. Journal of Accounting and Economics 42 (1–2): 107–148.

    Google Scholar 

  • Bushman, R.M., and C.D. Williams. 2012. Accounting discretion, loan loss provisioning, and discipline of banks’ risk-taking. Journal of Accounting and Economics 54 (1): 1–18.

    Google Scholar 

  • Cavallo, M., and G. Majnoni. 2002. Do banks provision for bad loans in good times? Empirical evidence and policy implications. In Ratings, rating agencies and the global financial system, 319–342. Boston, MA: Springer.

    Google Scholar 

  • Claessens, S., and N. Horen. 2014. Foreign banks: Trends and impact. Journal of Money, Credit and Banking 46 (s1): 295–326.

    Google Scholar 

  • Claessens, S., A. Demirgüç-Kunt, and H. Huizinga. 2001. How does foreign entry affect domestic banking markets? Journal of Banking and Finance 25 (5): 891–911.

    Google Scholar 

  • Clarke, G., R. Cull, M.S.M. Peria, and S.M. Sanchez. 2003. Foreign bank entry: Experience, implications for developing economies, and agenda for further research. The World Bank Research Observer 18 (1): 25–59.

    Google Scholar 

  • Cornett, M.M., J.J. McNutt, and H. Tehranian. 2009. Corporate governance and earnings management at large US bank holding companies. Journal of Corporate Finance 15 (4): 412–430.

    Google Scholar 

  • Curcio, D., and I. Hasan. 2015. Earnings and capital management and signaling: The use of loan-loss provisions by European banks. The European Journal of Finance 21 (1): 26–50.

    Google Scholar 

  • Demirguc-kunt A., Levine, R and Min, H.G. (1998). Opening to foreign banks: issues of stability, efficiency and growth. The Implications of globalisation of world financial markets. 83–115.

  • El Sood, H.A. 2012. Loan loss provisions and income smoothing in US banks pre and post the financial crisis. International Review of Financial Analysis 25: 64–72.

    Google Scholar 

  • El Diri, M., C. Lambrinoudakis, and M. Alhadab. 2020. Corporate governance and earnings management in concentrated markets. Journal of Business Research 108: 291–306.

    Google Scholar 

  • Eng, Li Li., H. Fang, X. Tian, R. Yu, and H. Zhang. 2019. Financial crisis and real earnings management in family firms: A comparison between China and the United States. Journal of International Financial Markets, Institutions and Money 59: 184–201.

    Google Scholar 

  • Fan, J.P.H., and T.J. Wong. 2002. Corporate ownership structure and the informativeness of accounting earnings in East Asia. Journal of Accounting and Economics 33 (3): 401–425.

    Google Scholar 

  • Fonseca, A.R., and F. Gonzalez. 2008. Cross-country determinants of bank income smoothing by managing loan-loss provisions. Journal of Banking and Finance 32 (2): 217–228.

    Google Scholar 

  • Gebhardt, G., and Z. Novotny-Farkas. 2011. Mandatory IFRS adoption and accounting quality of European banks. Journal of Business Finance and Accounting 38 (3–4): 289–333.

    Google Scholar 

  • Guo, J., P. Huang, Y. Zhang, and N. Zhou. 2015. Foreign ownership and real earnings management: Evidence from Japan. Journal of International Accounting Research 14 (2): 185–213.

    Google Scholar 

  • Han, M., A. Ding, and H. Zhang. 2022. Foreign ownership and earnings management. International Review of Economics & Finance 80: 114–133.

    Google Scholar 

  • IMF. 2006. Promoting private sector credit in the East African community: issues, challenges and reform strategies. Washington, DC: International Monetary Fund.

    Google Scholar 

  • Jaggi, B., and P. Lee. 2002. Earnings management response to debt covenant violations and debt restructuring. Journal of Accounting, Auditing and Finance 17 (4): 295–324.

    Google Scholar 

  • Jensen, M.C., and W.H. Meckling. 1976. Theory of the firm: Managerial behavior, agency costs and ownership structure. Journal of Financial Economics 3 (4): 305–360.

    Google Scholar 

  • Jin, J.Y., K. Kanagaretnam, Y. Liu, and G.J. Lobo. 2019. Economic policy uncertainty and bank earnings opacity. Journal of Accounting and Public Policy 38 (3): 199–218.

    Google Scholar 

  • Kablan, S. (2010). Banking efficiency and financial development in Sub-Saharan Africa (Vol. 2010, No. 136). International Monetary Fund, Washington DC.

  • Kanagaretnam, K., G.B. Lobo, and D. Yang. 2004. Joint tests of signaling and income smoothing through bank loan loss provisions. Contemporary Accounting Research 21 (4): 843–884.

    Google Scholar 

  • Kanagaretnam, K., G.B. Lobo, and D. Yang. 2005. Determinants of signaling by banks through loan loss provisions. Journal of Business Research 58 (3): 312–320.

    Google Scholar 

  • Kilic, E., G.B. Lobo, T. Ranasinghe, and K. Sivaramakrishnan. 2012. The impact of SFAS 133 on income smoothing by banks through loan loss provisions. The Accounting Review 88 (1): 233–260.

    Google Scholar 

  • Laeven, L., and G. Majnoni. 2003. Loan loss provisioning and economic slowdowns: Too much, too late? Journal of Financial Intermediation 12: 178–197.

    Google Scholar 

  • Lambert, R.A. 1984. Income smoothing as rational equilibrium behavior. The Accounting Review 59 (4): 604–618.

    Google Scholar 

  • Lensink, R., and N. Hermes. 2004. The short-term effects of foreign bank entry on domestic bank behaviour: Does economic development matter? Journal of Banking and Finance 28 (3): 553–568.

    Google Scholar 

  • Leuz, C., D. Nanda, and P.D. Wysocki. 2003. Earnings management and investor protection: An international comparison. Journal of Financial Economics 69: 505–527.

    Google Scholar 

  • Leventis, S., P.E. Dimitropoulos, and A. Anandarajan. 2011. “Loan loss provisions, earnings management and capital management under IFRS: The case of EU commercial banks. Journal of Financial Services Research 40 (1–2): 103–122.

    Google Scholar 

  • Liu, C., and S.G. Ryan. 2006. Income smoothing over the business cycle: Changes in banks’ coordinated management of provisions for loan losses and loan charge-offs from the pre-1990 bust to the 1990s boom. The Accounting Review 81 (2): 421–441.

    Google Scholar 

  • Lobo, G.J., and D. Yang. 2001. Bank managers’ heterogeneous decisions on discretionary loan loss provisions. Review of Quantitative Finance and Accounting 16 (3): 223–250.

    Google Scholar 

  • Osemeke, L., and E. Adegbite. 2016. Regulatory multiplicity and conflict: Towards a combined code on corporate governance in Nigeria. Journal of Business Ethics 133 (3): 431–451.

    Google Scholar 

  • Ozili, P.K. 2017a. Discretionary provisioning practices among Western European banks. Journal of Financial Economic Policy 9 (1): 109–118.

    Google Scholar 

  • Ozili, P.K. 2017b. Bank earnings smoothing, audit quality and procyclicality in Africa: The case of loan loss provisions. Review of Accounting and Finance 16 (2): 142–161.

    Google Scholar 

  • Ozili, P.K. 2018. Bank loan loss provisions, investor protection and the macroeconomy. International Journal of Emerging Markets 13 (1): 45–65.

    Google Scholar 

  • Ozili, P.K. 2019. Bank income smoothing, institutions and corruption. Research in International Business and Finance 49: 82–99.

    Google Scholar 

  • Ozili, P.K. 2022. Big 4 auditors, bank earnings management and financial crisis in Africa. Journal of Financial Reporting and Accounting 20 (2): 215–232.

    Google Scholar 

  • Ozili, P.K., and O. Uadiale. 2017. Ownership concentration and bank profitability. Future Business Journal 3 (2): 159–171.

    Google Scholar 

  • Ozili, Peterson, K 2017c. bank income smoothing and loan loss provisioning practices in Africa. Doctoral Thesis. Unpublished, University of Essex.

  • Parker, F. and H. Zhu 2012, “Loan loss provisioning practices of Asian banks”, BIS Working Paper, 375.

  • Pérez, D., V. Salas-Fumas, and J. Saurina. 2008. Earnings and capital management in alternative loan loss provision regulatory regimes. European Accounting Review 17 (3): 423–445.

    Google Scholar 

  • Peterson, Ozili K., and Thankom G. Arun. 2018. Income smoothing among European systemic and non-systemic banks. The British Accounting Review 50 (5): 539–558.

    Google Scholar 

  • Rajan, R.G., and L. Zingales. 2003. The great reversals: The politics of financial development in the twentieth century. Journal of Financial Economics 69 (1): 5–50.

    Google Scholar 

  • Ramalingegowda, S., S. Utke, and Y. Yu. 2021. Common institutional ownership and earnings management. Contemporary Accounting Research 38 (1): 208–241.

    Google Scholar 

  • Shleifer, A., and R.W. Vishny. 1986. Large shareholders and corporate control. The Journal of Political Economy 94 (3): 461–488.

    Google Scholar 

  • Tran, D.V., M.K. Hassan, and R. Houston. 2020. Discretionary loan loss provision behavior in the US banking industry. Review of Quantitative Finance and Accounting 55 (2): 605–645.

    Google Scholar 

  • Tucker, J.W., and P.A. Zarowin. 2006. Does income smoothing improve earnings informativeness? The Accounting Review 81 (1): 251–270.

    Google Scholar 

  • Vasilakopoulos, K., C. Tzovas, and A. Ballas. 2018. The impact of corporate governance mechanisms on EU banks’ income smoothing behavior. Corporate Governance: THe International Journal of Business in Society 18 (5): 931–953.

    Google Scholar 

  • Watts, R.L., and R.L. Zimmerman. 1986. Positive accounting theory. Englewood Cliffs, New Jersey: Prentice-Hall.

    Google Scholar 

Download references

Acknowledgements

Not applicable

Funding

There is no special funding for this research.

Author information

Authors and Affiliations

Authors

Contributions

All contributions were made by the single author.

Corresponding author

Correspondence to Peterson K. Ozili.

Ethics declarations

Conflict of interest

There is no conflict of interest associated with this manuscript.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ozili, P.K., Arun, T.G. What drives bank income smoothing? Evidence from Africa. Int J Discl Gov 20, 274–295 (2023). https://doi.org/10.1057/s41310-023-00171-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1057/s41310-023-00171-x

Keywords

JEL Classification

Navigation