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Volatility spillovers and contagion: an empirical analysis of structural changes in emerging market volatility

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  • Aymen Ben Rejeb

    (Faculty of Economics and Management of Mahdia, University of Monastir, Tunisia)

Abstract

This paper aims to test the international transmission of stock market volatility and the risk of contagion among a sample of emerging and developed markets through a methodology rarely used in this context. This methodology, developed by Bai and Perron (1998, 2003), is based on the determination of structural breakpoints. Our empirical strategy consists in identifying similarities in the dates of structural breaks and in comparing them with the occurrence dates of financial crises in order to test respectively the international transmission of volatility and the risk of contagion. Empirical results lead to very interesting conclusions. First, we find that the transmission of volatility is effective between the emerging markets and between them and the developed ones. Second, we show that the geographical proximity has a crucial effect in the transmission of volatility. Finally, a comparison between the occurrence dates of financial crises and the different structural breakpoint dates allows us to notice that there is an important analogy between them. This proves that the financial shocks are transmitted from one market to another during the periods of crises.

Suggested Citation

  • Aymen Ben Rejeb, 2013. "Volatility spillovers and contagion: an empirical analysis of structural changes in emerging market volatility," Economics Bulletin, AccessEcon, vol. 33(1), pages 56-71.
    • Handle: RePEc:ebl:ecbull:eb-12-00821
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    1. Jushan Bai & Pierre Perron, 1998. "Estimating and Testing Linear Models with Multiple Structural Changes," Econometrica, Econometric Society, vol. 66(1), pages 47-78, January.
    2. Maria Kasch-Haroutounian & Simon Price, 2001. "Volatility in the transition markets of Central Europe," Applied Financial Economics, Taylor & Francis Journals, vol. 11(1), pages 93-105.
    3. King, Mervyn A & Wadhwani, Sushil, 1990. "Transmission of Volatility between Stock Markets," The Review of Financial Studies, Society for Financial Studies, vol. 3(1), pages 5-33.
    4. Caporale, Guglielmo Maria & Pittis, Nikitas & Spagnolo, Nicola, 2002. "Testing for Causality-in-Variance: An Application to the East Asian Markets," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 7(3), pages 235-245, July.
    5. Eichengreen, Barry & Arteta, Carlos, 2000. "Banking Crises in Emerging Markets: Presumptions and Evidence," Center for International and Development Economics Research, Working Paper Series qt3pk9t1h2, Center for International and Development Economics Research, Institute for Business and Economic Research, UC Berkeley.
    6. Warren Bailey & Haitao Li & Connie X. Mao & Rui Zhong, 2003. "Regulation Fair Disclosure and Earnings Information: Market, Analyst, and Corporate Responses," Journal of Finance, American Finance Association, vol. 58(6), pages 2487-2514, December.
    7. Charles, Amelie & Darne, Olivier, 2006. "Large shocks and the September 11th terrorist attacks on international stock markets," Economic Modelling, Elsevier, vol. 23(4), pages 683-698, July.
    8. Aggarwal, Reena & Inclan, Carla & Leal, Ricardo, 1999. "Volatility in Emerging Stock Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 34(1), pages 33-55, March.
    9. Geert Bekaert & Campbell R. Harvey & Angela Ng, 2005. "Market Integration and Contagion," The Journal of Business, University of Chicago Press, vol. 78(1), pages 39-70, January.
    10. Ranciere, Romain & Tornell, Aaron & Westermann, Frank, 2006. "Decomposing the effects of financial liberalization: Crises vs. growth," Journal of Banking & Finance, Elsevier, vol. 30(12), pages 3331-3348, December.
    11. Xiaoqing Eleanor Xu & Hung–Gay Fung, 2002. "Information Flows across Markets: Evidence from China–Backed Stocks Dual–Listed in Hong Kong and New York," The Financial Review, Eastern Finance Association, vol. 37(4), pages 563-588, November.
    12. Phylaktis, Kate & Ravazzolo, Fabiola, 2002. "Measuring financial and economic integration with equity prices in emerging markets," Journal of International Money and Finance, Elsevier, vol. 21(6), pages 879-903, November.
    13. Masson, Paul, 1999. "Contagion:: macroeconomic models with multiple equilibria," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 587-602, August.
    14. Bertero, Elisabetta & Mayer, Colin, 1990. "Structure and performance: Global interdependence of stock markets around the crash of October 1987," European Economic Review, Elsevier, vol. 34(6), pages 1155-1180, September.
    15. Constanza Martinez & Manuel Ramirez, 2011. "International propagation of shocks: an evaluation of contagion effects for some Latin American countries," Macroeconomics and Finance in Emerging Market Economies, Taylor & Francis Journals, vol. 4(2), pages 213-233, December.
    16. Aymen Ben Rejeb & Ousama Ben Salha, 2013. "Financial crises and emerging stock markets volatility: do internal factors matter?," Macroeconomics and Finance in Emerging Market Economies, Taylor & Francis Journals, vol. 6(1), pages 146-165, March.
    17. Corbae,Dean & Durlauf,Steven N. & Hansen,Bruce E. (ed.), 2006. "Econometric Theory and Practice," Cambridge Books, Cambridge University Press, number 9780521807234.
    18. Roberto Rigobón & Kristin Forbes, 2001. "Contagion in Latin America: Definitions, Measurement, and Policy Implications," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Spring 20), pages 1-46, January.
    19. Stijn Claessens, 2010. "The Financial Crisis," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 4(2), pages 177-196, May.
    20. Ousama Ben Salha & Tarek Bouazizi & Chaker Aloui, 2012. "Financial Liberalization, Banking Crises and Economic Growth: The Case of South Mediterranean Countries," Global Economy Journal (GEJ), World Scientific Publishing Co. Pte. Ltd., vol. 12(3), pages 1-22, August.
    21. Taufiq Choudhry, 2004. "International Transmission of Stock Returns and Volatility : Empirical Comparison Between Friends and Foes," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 40(4), pages 33-52, July.
    22. 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.
    23. Ali F. Darrat & Omar M. Benkato, 2003. "Interdependence and Volatility Spillovers Under Market Liberalization: The Case of Istanbul Stock Exchange," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30, pages 1089-1114.
    24. Ali F. Darrat & Omar M. Benkato, 2003. "Interdependence and Volatility Spillovers Under Market Liberalization: The Case of Istanbul Stock Exchange," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(7‐8), pages 1089-1114, September.
    25. Nikkinen, Jussi & Omran, Mohammad M. & Sahlstrom, Petri & Aijo, Janne, 2008. "Stock returns and volatility following the September 11 attacks: Evidence from 53 equity markets," International Review of Financial Analysis, Elsevier, vol. 17(1), pages 27-46.
    26. Edwards, Sebastian & Susmel, Raul, 2001. "Volatility dependence and contagion in emerging equity markets," Journal of Development Economics, Elsevier, vol. 66(2), pages 505-532, December.
    27. Hong Li, 2007. "International linkages of the Chinese stock exchanges: a multivariate GARCH analysis," Applied Financial Economics, Taylor & Francis Journals, vol. 17(4), pages 285-297.
    28. Holden, Ken & Thompson, John & Ruangrit, Yuphin, 2005. "The Asian crisis and calendar effects on stock returns in Thailand," European Journal of Operational Research, Elsevier, vol. 163(1), pages 242-252, May.
    29. Masih, Abul M. M. & Masih, Rumi, 1999. "Are Asian stock market fluctuations due mainly to intra-regional contagion effects? Evidence based on Asian emerging stock markets," Pacific-Basin Finance Journal, Elsevier, vol. 7(3-4), pages 251-282, August.
    30. Jushan Bai & Pierre Perron, 2003. "Computation and analysis of multiple structural change models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(1), pages 1-22.
    31. Kamel Malik Bensafta & Semedo Gervasio, 2011. "Chocs, chocs de volatilité et contagion entre les marchés boursiers. Application d'un modèle icss-mgarch," Revue économique, Presses de Sciences-Po, vol. 62(2), pages 277-311.
    32. Sebastian Edwards & Raul Susmel, 2003. "Interest-Rate Volatility in Emerging Markets," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 328-348, May.
    33. Leachman, Lori L. & Francis, Bill, 1996. "Equity market return volatility: Dynamics and transmission among the G-7 countries," Global Finance Journal, Elsevier, vol. 7(1), pages 27-52.
    34. Karolyi, G Andrew, 1995. "A Multivariate GARCH Model of International Transmissions of Stock Returns and Volatility: The Case of the United States and Canada," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(1), pages 11-25, January.
    35. Bekaert, Geert, 1995. "Market Integration and Investment Barriers in Emerging Equity Markets," The World Bank Economic Review, World Bank, vol. 9(1), pages 75-107, January.
    36. McAleer, Michael & Nam, Jason Chee Wei, 2005. "Testing for contagion in ASEAN exchange rates," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 68(5), pages 517-525.
    37. Kearney, Colm, 2000. "The determination and international transmission of stock market volatility," Global Finance Journal, Elsevier, vol. 11(1-2), pages 31-52.
    38. Hamao, Yasushi & Masulis, Ronald W & Ng, Victor, 1990. "Correlations in Price Changes and Volatility across International Stock Markets," The Review of Financial Studies, Society for Financial Studies, vol. 3(2), pages 281-307.
    39. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
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    More about this item

    Keywords

    G01; G15; C58;
    All these keywords.

    JEL classification:

    • F3 - International Economics - - International Finance
    • G1 - Financial Economics - - General Financial Markets

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