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Do Markets Cointegrate after Financial Crises? Evidence from G-20 Stock Markets

Author

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  • Mahfuzul Haque

    (Department of Accounting, Finance, Insurance and Risk Management, Scott College of Business, Indiana State University, Terre Haute, IN 47809, USA)

  • Hannarong Shamsub

    (Thailand Institute of Nuclear Technology (Public Organization), Ministry of Science and Technology, 16 Vibhavadi Rangsit Rd, Ladyao, Chatuchak, Bangkok 10900, Thailand)

Abstract

The results of the single-equation cointegration tests indicate that patterns of cointegration in the two main and four sub-periods are not homogeneous. Two key findings emerge from the study. First, fewer stock markets cointegrated with S&P 500 during the crisis period than they did during the pre-crisis. In other words, as the 2008 financial crisis deepened, S&P 500 and G-20 stock indices moved towards less cointegration. The decreasing number of cointegrating relationships implies that the U.S. stock markets and other G-20 markets have experienced different driving forces since the start of the U.S. crisis. Second, among those markets that are cointegrated with S&P 500, they happened to be deeply affected by S&P and the shocks emerging from it. The 2007–2009 financial crises can be considered a structural break in the long-run relationship and may have resulted from effective joint intervention/responses taken by members of G-20 nations.

Suggested Citation

  • Mahfuzul Haque & Hannarong Shamsub, 2015. "Do Markets Cointegrate after Financial Crises? Evidence from G-20 Stock Markets," IJFS, MDPI, vol. 3(4), pages 1-30, December.
  • Handle: RePEc:gam:jijfss:v:3:y:2015:i:4:p:557-586:d:60348
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    as
    1. Mendoza, Enrique G. & Quadrini, Vincenzo, 2010. "Financial globalization, financial crises and contagion," Journal of Monetary Economics, Elsevier, vol. 57(1), pages 24-39, January.
    2. MacKinnon, James G & Haug, Alfred A & Michelis, Leo, 1999. "Numerical Distribution Functions of Likelihood Ratio Tests for Cointegration," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(5), pages 563-577, Sept.-Oct.
    3. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    4. 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.
    5. Nicola Gennaioli & Andrei Shleifer & Robert Vishny, 2015. "Neglected Risks: The Psychology of Financial Crises," American Economic Review, American Economic Association, vol. 105(5), pages 310-314, May.
    6. Corsetti, Giancarlo & Pesenti, Paolo & Roubini, Nouriel, 1999. "What caused the Asian currency and financial crisis?," Japan and the World Economy, Elsevier, vol. 11(3), pages 305-373, October.
    7. Masih, Abul M. M. & Masih, Rumi, 1997. "Dynamic linkages and the propagation mechanism driving major international stock markets: An analysis of the pre- and post-crash eras," The Quarterly Review of Economics and Finance, Elsevier, vol. 37(4), pages 859-885.
    8. Gregory, Allan W & Hansen, Bruce E, 1996. "Tests for Cointegration in Models with Regime and Trend Shifts," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(3), pages 555-560, August.
    9. Kasa, Kenneth, 1992. "Common stochastic trends in international stock markets," Journal of Monetary Economics, Elsevier, vol. 29(1), pages 95-124, February.
    10. Choudhry, Taufiq & Lu, Lin & Peng, Ke, 2007. "Common stochastic trends among Far East stock prices: Effects of the Asian financial crisis," International Review of Financial Analysis, Elsevier, vol. 16(3), pages 242-261.
    11. Jian Yang & Moosa M. Khan & Lucille Pointer, 2003. "Increasing Integration Between the United States and Other International Stock Markets? : A Recursive Cointegration Analysis," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 39(6), pages 39-53, November.
    12. Lukasz Prorokowski, 2011. "Recovery from the current banking crisis," Qualitative Research in Financial Markets, Emerald Group Publishing Limited, vol. 3(3), pages 193-223, October.
    13. Gregory, Allan W. & Hansen, Bruce E., 1996. "Residual-based tests for cointegration in models with regime shifts," Journal of Econometrics, Elsevier, vol. 70(1), pages 99-126, January.
    14. Fratzscher, Marcel, 2012. "Capital flows, push versus pull factors and the global financial crisis," Journal of International Economics, Elsevier, vol. 88(2), pages 341-356.
    15. Kam C. Chan & Benton E. Gup & Ming-Shiun Pan, 1997. "International Stock Market Efficiency and Integration: A Study of Eighteen Nations," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 24(6), pages 803-813.
    16. Carmen M. Reinhart & Kenneth S. Rogoff, 2014. "Recovery from Financial Crises: Evidence from 100 Episodes," American Economic Review, American Economic Association, vol. 104(5), pages 50-55, May.
    17. Marcello Pericoli & Massimo Sbracia, 2003. "A Primer on Financial Contagion," Journal of Economic Surveys, Wiley Blackwell, vol. 17(4), pages 571-608, September.
    18. Agénor,Pierre-Richard & Miller,Marcus & Vines,David & Weber,Axel (ed.), 1999. "The Asian Financial Crisis," Cambridge Books, Cambridge University Press, number 9780521770804.
    19. Faten Ben Slimane & Mohamed Mehanaoui & Irfan Akbar Kazi, 2013. "How Does the Financial Crisis Affect Volatility Behavior and Transmission Among European Stock Markets?," IJFS, MDPI, vol. 1(3), pages 1-21, August.
    20. Sheng, Hsiao-Ching & Tu, Anthony H., 2000. "A study of cointegration and variance decomposition among national equity indices before and during the period of the Asian financial crisis," Journal of Multinational Financial Management, Elsevier, vol. 10(3-4), pages 345-365, December.
    21. 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.
    22. Kam C. Chan & Benton E. Gup & Ming‐Shiun Pan, 1997. "International Stock Market Efficiency and Integration: A Study of Eighteen Nations," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 24(6), pages 803-813, July.
    23. Dornbusch, Rudiger & Park, Yung Chul & Claessens, Stijn, 2000. "Contagion: Understanding How It Spreads," The World Bank Research Observer, World Bank, vol. 15(2), pages 177-197, August.
    24. Taylor, Mark P & Tonks, Ian, 1989. "The Internationalisation of Stock Markets and the Abolition of U.K. Exchange Control," The Review of Economics and Statistics, MIT Press, vol. 71(2), pages 332-336, May.
    25. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    26. Rangvid, Jesper, 2001. "Increasing convergence among European stock markets?: A recursive common stochastic trends analysis," Economics Letters, Elsevier, vol. 71(3), pages 383-389, June.
    27. Mardi Dungey & Renee Fry & Brenda Gonzalez-Hermosillo & Vance Martin, 2005. "Empirical modelling of contagion: a review of methodologies," Quantitative Finance, Taylor & Francis Journals, vol. 5(1), pages 9-24.
    28. Calvo, Sara & Reinhart, Carmen, 1996. "Capital flows to Latin America : Is there evidence of contagion effects?," Policy Research Working Paper Series 1619, The World Bank.
    29. Anjan V. Thakor, 2015. "The Financial Crisis of 2007–2009: Why Did It Happen and What Did We Learn?," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 4(2), pages 155-205.
    30. Irfan Akbar Kazi & Mohamed Mehanaoui, 2013. "How Does the Financial Crisis Affect Volatility Behavior and Transmission Among European Stock Markets?," Post-Print hal-01410588, HAL.
    31. Wasim Ahmad & N.R. Bhanumurthy & Sanjay Sehgal, 2014. "The Eurozone crisis and its contagion effects on the European stock markets," Studies in Economics and Finance, Emerald Group Publishing Limited, vol. 31(3), pages 325-352, July.
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