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The influence of terrorism risk on stock market integration: Evidence from eight OECD countries

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  • Narayan, S.
  • Le, T.-H.
  • Sriananthakumar, S.
Abstract
This study investigates the implications of terrorism activities and fear on the dynamic conditional correlations (DCC) between eight OECD stock markets over time (2001–2014). We begin with eight portfolios, each comprising of eight OECD MSCIs. For each portfolio, we calculate time varying DCCs between one OECD MSCI (of a domestic country) and seven other OECD MSCI (foreign country). Next we examine the reaction of each of the eight sets of DCCs to domestic and foreign terrorism risks. Our findings suggest that the DCCs between France and other seven OECD countries are not affected by terrorism risks over time. The flight-to-safety effects of foreign terrorism or a fall in the DCCs due to foreign terrorism risks are found for the other seven cases. Domestic terrorism is found to have contagion effects for the case of Australia, UK, Germany, Turkey and flight-to-safety effects for the case of the US and Canada. Our study finds that the effect of terrorism depends on expansionary and contractionary phases of the domestic business cycles, particularly in the case of Australia, UK and the US. These results are derived after controlling for other determinants of stock market integration, such as market characteristics and macroeconomic and financial risk factors.

Suggested Citation

  • Narayan, S. & Le, T.-H. & Sriananthakumar, S., 2018. "The influence of terrorism risk on stock market integration: Evidence from eight OECD countries," International Review of Financial Analysis, Elsevier, vol. 58(C), pages 247-259.
    • Handle: RePEc:eee:finana:v:58:y:2018:i:c:p:247-259
    DOI: 10.1016/j.irfa.2018.03.011
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    1. Christos Kollias & Stephanos Papadamou & Costas Siriopoulos, 2013. "European Markets’ Reactions to Exogenous Shocks: A High Frequency Data Analysis of the 2005 London Bombings," IJFS, MDPI, vol. 1(4), pages 1-14, November.
    2. Engle, Robert F. & Kroner, Kenneth F., 1995. "Multivariate Simultaneous Generalized ARCH," Econometric Theory, Cambridge University Press, vol. 11(1), pages 122-150, February.
    3. Aloui, Riadh & Aïssa, Mohamed Safouane Ben & Nguyen, Duc Khuong, 2011. "Global financial crisis, extreme interdependences, and contagion effects: The role of economic structure?," Journal of Banking & Finance, Elsevier, vol. 35(1), pages 130-141, January.
    4. Soosung Hwang & Pedro L. Valls Pereira, 2006. "Small sample properties of GARCH estimates and persistence," The European Journal of Finance, Taylor & Francis Journals, vol. 12(6-7), pages 473-494.
    5. 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.
    6. Alberto Abadie & Javier Gardeazabal, 2003. "The Economic Costs of Conflict: A Case Study of the Basque Country," American Economic Review, American Economic Association, vol. 93(1), pages 113-132, March.
    7. Faheem Aslam & Hyoung-Goo Kang, 2015. "How Different Terrorist Attacks Affect Stock Markets," Defence and Peace Economics, Taylor & Francis Journals, vol. 26(6), pages 634-648, December.
    8. Eldor, Rafi & Melnick, Rafi, 2004. "Financial markets and terrorism," European Journal of Political Economy, Elsevier, vol. 20(2), pages 367-386, June.
    9. Guidolin, Massimo & Timmermann, Allan, 2007. "Asset allocation under multivariate regime switching," Journal of Economic Dynamics and Control, Elsevier, vol. 31(11), pages 3503-3544, November.
    10. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    11. Connolly, Robert & Stivers, Chris & Sun, Licheng, 2005. "Stock Market Uncertainty and the Stock-Bond Return Relation," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 40(1), pages 161-194, March.
    12. Gerald R. Jensen & Jeffrey M. Mercer, 2003. "New Evidence on Optimal Asset Allocation," The Financial Review, Eastern Finance Association, vol. 38(3), pages 435-454, August.
    13. Beine, Michel & Cosma, Antonio & Vermeulen, Robert, 2010. "The dark side of global integration: Increasing tail dependence," Journal of Banking & Finance, Elsevier, vol. 34(1), pages 184-192, January.
    14. Teulon, Frédéric & Guesmi, Khaled & Mankai, Selim, 2014. "Regional stock market integration in Singapore: A multivariate analysis," Economic Modelling, Elsevier, vol. 43(C), pages 217-224.
    15. John Y. Campbell, Robert J. Shiller, 1988. "The Dividend-Price Ratio and Expectations of Future Dividends and Discount Factors," The Review of Financial Studies, Society for Financial Studies, vol. 1(3), pages 195-228.
    16. S. T. M. Straetmans & W. F. C. Verschoor & C. C. P. Wolff, 2008. "Extreme US stock market fluctuations in the wake of 9|11," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(1), pages 17-42.
    17. Frijns, Bart & Tourani-Rad, Alireza & Indriawan, Ivan, 2012. "Political crises and the stock market integration of emerging markets," Journal of Banking & Finance, Elsevier, vol. 36(3), pages 644-653.
    18. Fama, Eugene F. & French, Kenneth R., 1988. "Dividend yields and expected stock returns," Journal of Financial Economics, Elsevier, vol. 22(1), pages 3-25, October.
    19. Filardo, Andrew J, 1994. "Business-Cycle Phases and Their Transitional Dynamics," Journal of Business & Economic Statistics, American Statistical Association, vol. 12(3), pages 299-308, July.
    20. Daniel Hoechle, 2007. "Robust standard errors for panel regressions with cross-sectional dependence," Stata Journal, StataCorp LP, vol. 7(3), pages 281-312, September.
    21. Chen, Andrew H. & Siems, Thomas F., 2004. "The effects of terrorism on global capital markets," European Journal of Political Economy, Elsevier, vol. 20(2), pages 349-366, June.
    22. Bertrand Maillet & Thierry Michel, 2005. "The Impact of the 9/11 Events on the American and French Stock Markets," Post-Print hal-00308978, HAL.
    23. Robert F. Engle & Kevin Sheppard, 2001. "Theoretical and Empirical properties of Dynamic Conditional Correlation Multivariate GARCH," NBER Working Papers 8554, National Bureau of Economic Research, Inc.
    24. Dennis P. Quinn & Hans-Joachim Voth, 2008. "A Century of Global Equity Market Correlations," American Economic Review, American Economic Association, vol. 98(2), pages 535-540, May.
    25. Keim, Donald B. & Stambaugh, Robert F., 1986. "Predicting returns in the stock and bond markets," Journal of Financial Economics, Elsevier, vol. 17(2), pages 357-390, December.
    26. Tse, Y. K., 2000. "A test for constant correlations in a multivariate GARCH model," Journal of Econometrics, Elsevier, vol. 98(1), pages 107-127, September.
    27. Fama, Eugene F, 1990. "Stock Returns, Expected Returns, and Real Activity," Journal of Finance, American Finance Association, vol. 45(4), pages 1089-1108, September.
    28. Christos Kollias & Stephanos Papadamou & Vangelis Arvanitis, 2013. "Symposium - Does Terrorism Affect the Stock-Bond Covariance? Evidence from European Countries," Southern Economic Journal, John Wiley & Sons, vol. 79(4), pages 832-848, April.
    29. repec:ipg:wpaper:2014-439 is not listed on IDEAS
    30. Mr. Paul Cashin & Mr. Manmohan S. Kumar & Mr. C. John McDermott, 1995. "International Integration of Equity Markets and Contagion Effects," IMF Working Papers 1995/110, International Monetary Fund.
    31. Shively, Philip A., 2004. "The size and dynamic effect of aggregate-demand and aggregate-supply disturbances in expansionary and contractionary regimes," Journal of Macroeconomics, Elsevier, vol. 26(1), pages 83-99, March.
    32. Pim van Vliet & David Blitz, 2011. "Dynamic strategic asset allocation: Risk and return across the business cycle," Journal of Asset Management, Palgrave Macmillan, vol. 12(5), pages 360-375, November.
    33. 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.
    34. Bollerslev, Tim, 1990. "Modelling the Coherence in Short-run Nominal Exchange Rates: A Multivariate Generalized ARCH Model," The Review of Economics and Statistics, MIT Press, vol. 72(3), pages 498-505, August.
    35. Sarwar, Ghulam, 2017. "Examining the flight-to-safety with the implied volatilities," Finance Research Letters, Elsevier, vol. 20(C), pages 118-124.
    36. Jussi Nikkinen & Sami Vähämaa, 2010. "Terrorism and Stock Market Sentiment," The Financial Review, Eastern Finance Association, vol. 45(2), pages 263-275, May.
    37. Bertrand B. Maillet & Thierry L. Michel, 2005. "The Impact of the 9/11 Events on the American and French Stock Markets," Review of International Economics, Wiley Blackwell, vol. 13(3), pages 597-611, August.
    38. 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.
    39. Sriananthakumar, Sivagowry & Narayan, Seema, 2015. "Are prolonged conflict and tension deterrents for stock market integration? The case of Sri Lanka," International Review of Economics & Finance, Elsevier, vol. 39(C), pages 504-520.
    40. Kandel, Shmuel & Stambaugh, Robert F, 1990. "Expectations and Volatility of Consumption and Asset Returns," The Review of Financial Studies, Society for Financial Studies, vol. 3(2), pages 207-232.
    41. Narayan, S. & Sriananthakumar, S. & Islam, S.Z., 2014. "Stock market integration of emerging Asian economies: Patterns and causes," Economic Modelling, Elsevier, vol. 39(C), pages 19-31.
    42. Ferson, Wayne E & Harvey, Campbell R, 1991. "The Variation of Economic Risk Premiums," Journal of Political Economy, University of Chicago Press, vol. 99(2), pages 385-415, April.
    43. Arthur F. Burns & Wesley C. Mitchell, 1946. "Measuring Business Cycles," NBER Books, National Bureau of Economic Research, Inc, number burn46-1.
    44. Bali, Turan G. & Cakici, Nusret & Chabi-Yo, Fousseni, 2015. "A new approach to measuring riskiness in the equity market: Implications for the risk premium," Journal of Banking & Finance, Elsevier, vol. 57(C), pages 101-117.
    45. Paresh Kumar Narayan & Seema Narayan & Siroos Khademalomoom & Dinh Hoang Bach Phan, 2018. "Do Terrorist Attacks Impact Exchange Rate Behavior? New International Evidence," Economic Inquiry, Western Economic Association International, vol. 56(1), pages 547-561, January.
    46. Ihsan Ullah Badshah & Bart Frijns & Alireza Tourani‐Rad, 2013. "Contemporaneous Spill‐Over Among Equity, Gold, and Exchange Rate Implied Volatility Indices," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 33(6), pages 555-572, June.
    47. Büttner, David & Hayo, Bernd, 2011. "Determinants of European stock market integration," Economic Systems, Elsevier, vol. 35(4), pages 574-585.
    48. Apergis, Nicholas, 2015. "Financial portfolio choice: Do business cycle regimes matter? Panel evidence from international household surveys," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 34(C), pages 14-27.
    49. Fama, Eugene F. & French, Kenneth R., 1989. "Business conditions and expected returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 25(1), pages 23-49, November.
    50. Chris Bilson & Tim Brailsford & Aiden Hallett & Jing Shi, 2012. "The impact of terrorism on global equity market integration," Australian Journal of Management, Australian School of Business, vol. 37(1), pages 47-60, April.
    51. Chesney, Marc & Reshetar, Ganna & Karaman, Mustafa, 2011. "The impact of terrorism on financial markets: An empirical study," Journal of Banking & Finance, Elsevier, vol. 35(2), pages 253-267, February.
    52. Nyberg, Henri, 2013. "Predicting bear and bull stock markets with dynamic binary time series models," Journal of Banking & Finance, Elsevier, vol. 37(9), pages 3351-3363.
    53. Mark T. Hon & Jack Strauss & Soo‐Keong Yong, 2004. "Contagion in financial markets after September 11: myth or reality?," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 27(1), pages 95-114, March.
    54. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    55. Kollias, Christos & Manou, Efthalia & Papadamou, Stephanos & Stagiannis, Apostolos, 2011. "Stock markets and terrorist attacks: Comparative evidence from a large and a small capitalization market," European Journal of Political Economy, Elsevier, vol. 27(S1), pages 64-77.
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    Keywords

    Domestic terrorism; Foreign terrorism; Stock market integration; DCC; Business cycles; OECD;
    All these keywords.

    JEL classification:

    • G1 - Financial Economics - - General Financial Markets

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