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Pan-African banks, banking interconnectivity: A new systemic risk measure in the WAEMU

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  • Saidane, Dhafer
  • Sène, Babacar
  • Désiré Kanga, Kouamé

Abstract

This paper examines the existence of potential systemic risk in the banking sector of the West African Economic and Monetary Union (WAEMU) by using hand-collected bank-level data from all WAEMU countries for 2000–2017. One original aspect of our paper is the estimation of probabilities of default, in conjunction with the CIMDO method (Consistent Information Multivariate Density Optimizing) and the use of clustering techniques. We find that most of the banks have a very low probability of default, but there is a high joint probability of default for most pairs of banks. Therefore, there are seeds of systemic risk in the WAEMU: if the financial strength of large banking groups deteriorates, there could be contagion effects that could weaken the union. The use of quantile estimation has helped to determine banks’ characteristics that may explain the systemic risk.

Suggested Citation

  • Saidane, Dhafer & Sène, Babacar & Désiré Kanga, Kouamé, 2021. "Pan-African banks, banking interconnectivity: A new systemic risk measure in the WAEMU," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 74(C).
  • Handle: RePEc:eee:intfin:v:74:y:2021:i:c:s1042443121001220
    DOI: 10.1016/j.intfin.2021.101405
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    References listed on IDEAS

    as
    1. Christophe Hurlin & Sébastien Laurent & Rogier Quaedvlieg & Stephan Smeekes, 2017. "Risk Measure Inference," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 35(4), pages 499-512, October.
    2. Khiari, Wided & Nachnouchi, Jamila, 2018. "Banks’ systemic risk in the Tunisian context: Measures and Determinants," Research in International Business and Finance, Elsevier, vol. 45(C), pages 620-631.
    3. Mr. Jorge A Chan-Lau, 2010. "Regulatory Capital Charges for Too-Connected-to-Fail Institutions: A Practical Proposal," IMF Working Papers 2010/098, International Monetary Fund.
    4. Miccichè, Salvatore & Bonanno, Giovanni & Lillo, Fabrizio & N. Mantegna, Rosario, 2003. "Degree stability of a minimum spanning tree of price return and volatility," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 324(1), pages 66-73.
    5. Léon, Florian & Zins, Alexandra, 2020. "Regional foreign banks and financial inclusion: Evidence from Africa," Economic Modelling, Elsevier, vol. 84(C), pages 102-116.
    6. Daron Acemoglu & Asuman Ozdaglar & Alireza Tahbaz-Salehi, 2015. "Systemic Risk and Stability in Financial Networks," American Economic Review, American Economic Association, vol. 105(2), pages 564-608, February.
    7. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    8. Mishra, Prachi & Montiel, Peter, 2013. "How effective is monetary transmission in low-income countries? A survey of the empirical evidence," Economic Systems, Elsevier, vol. 37(2), pages 187-216.
    9. Huang, Xin & Zhou, Hao & Zhu, Haibin, 2009. "A framework for assessing the systemic risk of major financial institutions," Journal of Banking & Finance, Elsevier, vol. 33(11), pages 2036-2049, November.
    10. Thomas B. King, 2008. "Discipline and Liquidity in the Interbank Market," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(2‐3), pages 295-317, March.
    11. repec:bla:jfinan:v:59:y:2004:i:6:p:2809-2834 is not listed on IDEAS
    12. Stefano Giglio, 2011. "Credit default swap spreads and systemic financial risk," Proceedings 1122, Federal Reserve Bank of Chicago.
    13. Tom Fong & Laurence Fung & Lillie Lam & Ip-wing Yu, 2009. "Measuring the Interdependence of Banks in Hong Kong," Working Papers 0919, Hong Kong Monetary Authority.
    14. Rungporn Roengpitya & Phurichai Rungcharoenkitkul, 2010. "Measuring Systemic Risk And Financial Linkages In The Thai Banking System," Working Papers 2010-02, Monetary Policy Group, Bank of Thailand.
    15. Zhang, Dayong & Hu, Min & Ji, Qiang, 2020. "Financial markets under the global pandemic of COVID-19," Finance Research Letters, Elsevier, vol. 36(C).
    16. Dungey, Mardi & Luciani, Matteo & Veredas, David, 2018. "Systemic risk in the US: Interconnectedness as a circuit breaker," Economic Modelling, Elsevier, vol. 71(C), pages 305-315.
    17. Charles Goodhart & Miguel Segoviano, 2009. "Banking Stability Measures," FMG Discussion Papers dp627, Financial Markets Group.
    18. Öztekin, Özde & Flannery, Mark J., 2012. "Institutional determinants of capital structure adjustment speeds," Journal of Financial Economics, Elsevier, vol. 103(1), pages 88-112.
    19. Douglas W. Diamond & Philip H. Dybvig, 2000. "Bank runs, deposit insurance, and liquidity," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 24(Win), pages 14-23.
    20. Segoviano, Miguel A. & Goodhart, Charles, 2009. "Banking stability measures," LSE Research Online Documents on Economics 24416, London School of Economics and Political Science, LSE Library.
    21. Charles W. Calomiris & Gary Gorton, 1991. "The Origins of Banking Panics: Models, Facts, and Bank Regulation," NBER Chapters, in: Financial Markets and Financial Crises, pages 109-174, National Bureau of Economic Research, Inc.
    22. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    23. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    24. Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
    25. Wong, Alfred Y-T. & Fong, Tom Pak Wing, 2011. "Analysing interconnectivity among economies," Emerging Markets Review, Elsevier, vol. 12(4), pages 432-442.
    26. Mr. C. A. E. Goodhart & Miguel A. Segoviano, 2009. "Banking Stability Measures," IMF Working Papers 2009/004, International Monetary Fund.
    27. Jaime Caruana, 2014. "The role of central banks in macroeconomic and financial stability," BIS Papers chapters, in: Bank for International Settlements (ed.), The role of central banks in macroeconomic and financial stability, volume 76, pages 1-5, Bank for International Settlements.
    28. Bryant, John, 1980. "A model of reserves, bank runs, and deposit insurance," Journal of Banking & Finance, Elsevier, vol. 4(4), pages 335-344, December.
    29. Silva, Walmir & Kimura, Herbert & Sobreiro, Vinicius Amorim, 2017. "An analysis of the literature on systemic financial risk: A survey," Journal of Financial Stability, Elsevier, vol. 28(C), pages 91-114.
    30. Guerra, Solange Maria & Silva, Thiago Christiano & Tabak, Benjamin Miranda & de Souza Penaloza, Rodrigo Andrés & de Castro Miranda, Rodrigo César, 2016. "Systemic risk measures," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 442(C), pages 329-342.
    31. Gorea, Denis & Radev, Deyan, 2014. "The euro area sovereign debt crisis: Can contagion spread from the periphery to the core?," International Review of Economics & Finance, Elsevier, vol. 30(C), pages 78-100.
    32. Jin‐Chuan Duan, 2000. "Correction: Maximum Likelihood Estimation Using Price Data of the Derivative Contract (Mathematical Finance 1994, 4/2, 155–167)," Mathematical Finance, Wiley Blackwell, vol. 10(4), pages 461-462, October.
    33. Miguel Segoviano, 2006. "Consistent Information Multivariate Density Optimizing Methodology," FMG Discussion Papers dp557, Financial Markets Group.
    34. Kanga, Désiré & Murinde, Victor & Soumaré, Issouf, 2021. "How has the rise of Pan-African banks impacted bank stability in WAEMU?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 73(C).
    35. Rainer Haselmann & Katharina Pistor & Vikrant Vig, 2010. "How Law Affects Lending," The Review of Financial Studies, Society for Financial Studies, vol. 23(2), pages 549-580, February.
    36. Franklin Allen & Douglas Gale, 2000. "Financial Contagion," Journal of Political Economy, University of Chicago Press, vol. 108(1), pages 1-33, February.
    37. Helmut Elsinger & Alfred Lehar & Martin Summer, 2006. "Risk Assessment for Banking Systems," Management Science, INFORMS, vol. 52(9), pages 1301-1314, September.
    38. Segoviano, Miguel A., 2006. "Consistent information multivariate density optimizing methodology," LSE Research Online Documents on Economics 24511, London School of Economics and Political Science, LSE Library.
    39. Sam Langfield & Marco Pagano, 2016. "Bank bias in Europe: effects on systemic risk and growth," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 31(85), pages 51-106.
    40. Kuzubaş, Tolga Umut & Ömercikoğlu, Inci & Saltoğlu, Burak, 2014. "Network centrality measures and systemic risk: An application to the Turkish financial crisis," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 405(C), pages 203-215.
    41. Mr. Charles Enoch & Mr. Paul Henri Mathieu & Mr. Mauro Mecagni & Mr. Jorge I Canales Kriljenko, 2015. "Pan-African Banks: Opportunities and Challenges for Cross-Border Oversight," IMF Departmental Papers / Policy Papers 2015/004, International Monetary Fund.
    42. Tabak, Benjamin M. & Staub, Roberta B., 2007. "Assessing financial instability: The case of Brazil," Research in International Business and Finance, Elsevier, vol. 21(2), pages 188-202, June.
    43. Helmut Elsinger & Alfred Lehar & Martin Summer, 2006. "Using Market Information for Banking System Risk Assessment," International Journal of Central Banking, International Journal of Central Banking, vol. 2(1), March.
    44. Bernanke, Ben S, 1983. "Nonmonetary Effects of the Financial Crisis in Propagation of the Great Depression," American Economic Review, American Economic Association, vol. 73(3), pages 257-276, June.
    45. Gorton, Gary, 1988. "Banking Panics and Business Cycles," Oxford Economic Papers, Oxford University Press, vol. 40(4), pages 751-781, December.
    46. Martin Summer, 2003. "Banking Regulation and Systemic Risk," Open Economies Review, Springer, vol. 14(1), pages 43-70, January.
    47. Lehar, Alfred, 2005. "Measuring systemic risk: A risk management approach," Journal of Banking & Finance, Elsevier, vol. 29(10), pages 2577-2603, October.
    48. Jin‐Chuan Duan, 1994. "Maximum Likelihood Estimation Using Price Data Of The Derivative Contract," Mathematical Finance, Wiley Blackwell, vol. 4(2), pages 155-167, April.
    49. Viral Acharya & Robert Engle & Matthew Richardson, 2012. "Capital Shortfall: A New Approach to Ranking and Regulating Systemic Risks," American Economic Review, American Economic Association, vol. 102(3), pages 59-64, May.
    50. Schechtman, Ricardo & Gaglianone, Wagner Piazza, 2012. "Macro stress testing of credit risk focused on the tails," Journal of Financial Stability, Elsevier, vol. 8(3), pages 174-192.
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    3. Liubov Lysiak & Iuliia Masiuk & Anatolii Chynchyk & Olena Yudina & Oleksandr Olshanskiy & Valentyna Shevchenko, 2022. "Banking Risks in the Asset and Liability Management System," JRFM, MDPI, vol. 15(6), pages 1-18, June.
    4. Kanga, Désiré & Soumaré, Issouf & Amenounvé, Edoh, 2023. "Can corporate financing through the stock market create systemic risk? Evidence from the BRVM securities market," Emerging Markets Review, Elsevier, vol. 55(C).
    5. Sopani Gondwe & Tendai Gwatidzo & Nyasha Mahonye, 2025. "Cross-border banking and bank stability: evidence from Sub-Saharan Africa," Journal of Banking Regulation, Palgrave Macmillan, vol. 26(2), pages 196-213, June.
    6. Marcelin, I. & Sun, W. & Teclezion, M. & Junarsin, E., 2022. "Financial inclusion and bank risk-taking: the effect of information sharing," Finance Research Letters, Elsevier, vol. 50(C).
    7. Babo Amadou Ba & Mohamed Lamine Mbengue, 2021. "The effectiveness of prudential regulations in the light of the Basel agreements: the case of banks in the WAEMU zone," Post-Print hal-04968725, HAL.

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