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Financial contagion and capital asset pricing in Africa: The impact of the 2007–09 and Euro-Zone crises on natural resources sector Beta in African emerging markets

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  • Tony-Okeke, Uchenna
  • Ahmadu-Bello, Jaliyyah
  • Niklewski, Jacek
  • Rodgers, Timothy

Abstract

This paper contributes to the literature by extending the interpretation of financial contagion beyond that of the market correlation approach popularised by Forbes and Rigobon (2002). Contagion is explored from the perspective of its impact on the conditional sector-risk Beta of the African Emerging Market natural resources sector. A multi-factor CAPM model is developed within a DCC-MGARCH framework to estimate time-varying Beta. We find that this reacts in different ways to different contagion events. It rose by a statistically significant 0.058 (an 8% increase) in response to the euro-zone crisis. However, with the exception of South Africa, the 2007–09 crisis was found to have no significant impact on Beta. We speculate that the differences found can be attributed to the different ways in which individual contagion events impact on individual markets. From this we conclude that ‘one size fits all’ correlations-based contagion analysis can often hide as much as it reveals.

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  • Tony-Okeke, Uchenna & Ahmadu-Bello, Jaliyyah & Niklewski, Jacek & Rodgers, Timothy, 2018. "Financial contagion and capital asset pricing in Africa: The impact of the 2007–09 and Euro-Zone crises on natural resources sector Beta in African emerging markets," Research in International Business and Finance, Elsevier, vol. 45(C), pages 54-61.
  • Handle: RePEc:eee:riibaf:v:45:y:2018:i:c:p:54-61
    DOI: 10.1016/j.ribaf.2017.07.131
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    as
    1. Viral V. Acharya & Lasse H. Pedersen & Thomas Philippon & Matthew Richardson, 2017. "Measuring Systemic Risk," Review of Financial Studies, Society for Financial Studies, vol. 30(1), pages 2-47.
    2. Lesmond, David A., 2005. "Liquidity of emerging markets," Journal of Financial Economics, Elsevier, vol. 77(2), pages 411-452, August.
    3. Lorenzo Cappiello & Robert F. Engle & Kevin Sheppard, 2006. "Asymmetric Dynamics in the Correlations of Global Equity and Bond Returns," Journal of Financial Econometrics, Oxford University Press, vol. 4(4), pages 537-572.
    4. Pastor, Lubos & Stambaugh, Robert F., 2003. "Liquidity Risk and Expected Stock Returns," Journal of Political Economy, University of Chicago Press, vol. 111(3), pages 642-685, June.
    5. Asongu Simplice, 2011. "Political Crises and Risk of Financial Contagion in Developing Countries: Evidence from Africa," Working Papers of the African Governance and Development Institute. 11/003, African Governance and Development Institute..
    6. Glosten, Lawrence R & Jagannathan, Ravi & Runkle, David E, 1993. "On the Relation between the Expected Value and the Volatility of the Nominal Excess Return on Stocks," Journal of Finance, American Finance Association, vol. 48(5), pages 1779-1801, December.
    7. Alagidede, Paul, 2011. "Return behaviour in Africa's emerging equity markets," The Quarterly Review of Economics and Finance, Elsevier, vol. 51(2), pages 133-140, May.
    8. Hwang, Soosung & Satchell, Stephen E, 1999. "Modelling Emerging Market Risk Premia Using Higher Moments," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 4(4), pages 271-296, October.
    9. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    10. Hearn, Bruce, 2011. "Modelling size and liquidity in North African industrial sectors," Emerging Markets Review, Elsevier, vol. 12(1), pages 21-46, March.
    11. Chevapatrakul, Thanaset & Tee, Kai-Hong, 2014. "The effects of news events on market contagion: Evidence from the 2007–2009 financial crisis," Research in International Business and Finance, Elsevier, vol. 32(C), pages 83-105.
    12. Chiao, Chaoshin & Hung, Ken & Srivastava, Suresh C., 2003. "Taiwan stock market and four-moment asset pricing model," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 13(4), pages 355-381, October.
    13. Kristin J. Forbes & Roberto Rigobon, 2002. "No Contagion, Only Interdependence: Measuring Stock Market Comovements," Journal of Finance, American Finance Association, vol. 57(5), pages 2223-2261, October.
    14. Moore, Tomoe & Wang, Ping, 2014. "Dynamic linkage between real exchange rates and stock prices: Evidence from developed and emerging Asian markets," International Review of Economics & Finance, Elsevier, vol. 29(C), pages 1-11.
    15. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    16. Hearn, Bruce & Piesse, Jenifer, 2009. "Sector level cost of equity in African financial markets," Emerging Markets Review, Elsevier, vol. 10(4), pages 257-278, December.
    17. King, Mervyn A & Wadhwani, Sushil, 1990. "Transmission of Volatility between Stock Markets," Review of Financial Studies, Society for Financial Studies, vol. 3(1), pages 5-33.
    18. Omran, M.F., 2007. "An analysis of the capital asset pricing model in the Egyptian stock market," The Quarterly Review of Economics and Finance, Elsevier, vol. 46(5), pages 801-812, February.
    19. Thanaset Chevapatrakul & Kai-Hong Tee, 2014. "The Effects of News Events on Market Contagion: Evidence from the 2007-2009 Financial Crisis," Discussion Papers 2014/08, University of Nottingham, Centre for Finance, Credit and Macroeconomics (CFCM).
    20. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    21. Engle, Robert, 2002. "Dynamic Conditional Correlation: A Simple Class of Multivariate Generalized Autoregressive Conditional Heteroskedasticity Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(3), pages 339-350, July.
    22. Merton, Robert C, 1973. "An Intertemporal Capital Asset Pricing Model," Econometrica, Econometric Society, vol. 41(5), pages 867-887, September.
    23. Joshua Aizenman & Yothin Jinjarak & Minsoo Lee & Donghyun Park, 2016. "Developing countries’ financial vulnerability to the eurozone crisis: an event study of equity and bond markets," Journal of Economic Policy Reform, Taylor and Francis Journals, vol. 19(1), pages 1-19, January.
    24. Joshua Aizenman & Yothin Jinjarak & Minsoo Lee & Donghyun Park, 2016. "Developing countries' financial vulnerability to the eurozone crisis: an event study of equity and bond markets," Journal of Economic Policy Reform, Taylor & Francis Journals, vol. 19(1), pages 1-19, March.
    25. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    26. Jin, Xiaoye & An, Ximeng, 2016. "Global financial crisis and emerging stock market contagion: A volatility impulse response function approach," Research in International Business and Finance, Elsevier, vol. 36(C), pages 179-195.
    27. Bollerslev, Tim, 1987. "A Conditionally Heteroskedastic Time Series Model for Speculative Prices and Rates of Return," The Review of Economics and Statistics, MIT Press, vol. 69(3), pages 542-547, August.
    28. D. Collins & N. Biekpe, 2003. "Contagion And Interdependence In African Stock Markets," South African Journal of Economics, Economic Society of South Africa, vol. 71(1), pages 181-194, March.
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    More about this item

    Keywords

    Financial crisis; Contagion; Conditional beta; African emerging markets;
    All these keywords.

    JEL classification:

    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics
    • G01 - Financial Economics - - General - - - Financial Crises
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

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