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Stock Market Volatility and Terrorism: New Evidence from the Markov Switching Model

Author

Listed:
  • Aslam Faheem

    (COMSATS University, 45550, Islamabad, Pakistan)

  • Kang Hyoung-Goo

    (Hanyang University Business School, Seoul, South Korea)

  • Mughal Khurrum Shahzad

    (State Bank of Pakistan, Karachi, Pakistan)

  • Awan Tahir Mumtaz

    (COMSATS University, 45550, Islamabad, Pakistan)

  • Mohmand Yasir Tariq

    (COMSATS University, 45550, Islamabad, Pakistan)

Abstract

Terrorism in Pakistan poses a significant risk towards the lives of people by violent destruction and physical damage. In addition to human loss, such catastrophic activities also affect the financial markets. The purpose of this study is to examine the impact of terrorism on the volatility of the Pakistan stock market. The financial impact of 339 terrorist attacks for a period of 18 years (2000–2018) is estimated w.r.t. target type, days of the week, and surprise factor. Three important macroeconomic variables namely exchange rate, gold, and oil were also considered. The findings of the EGARCH (1, 1) model revealed that the terrorist attacks targeting the security forces and commercial facilities significantly increased the stock market volatility. The significant impact of terrorist attacks on Monday, Tuesday, and Thursday confirms the overreaction of investors to terrorist news. Furthermore, the results confirmed the negative linkage between the surprise factor and stock market returns. The findings of this study have significant implications for investors and policymakers.

Suggested Citation

  • Aslam Faheem & Kang Hyoung-Goo & Mughal Khurrum Shahzad & Awan Tahir Mumtaz & Mohmand Yasir Tariq, 2021. "Stock Market Volatility and Terrorism: New Evidence from the Markov Switching Model," Peace Economics, Peace Science, and Public Policy, De Gruyter, vol. 27(2), pages 263-284, May.
  • Handle: RePEc:bpj:pepspp:v:27:y:2021:i:2:p:263-284:n:5
    DOI: 10.1515/peps-2020-0005
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    References listed on IDEAS

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    1. Drakos, Konstantinos, 2010. "Terrorism activity, investor sentiment, and stock returns," Review of Financial Economics, Elsevier, vol. 19(3), pages 128-135, August.
    2. Asaf Zussman & Noam Zussman, 2006. "Assassinations: Evaluating the Effectiveness of an Israeli Counterterrorism Policy Using Stock Market Data," Journal of Economic Perspectives, American Economic Association, vol. 20(2), pages 193-206, Spring.
    3. Nelson, Daniel B, 1991. "Conditional Heteroskedasticity in Asset Returns: A New Approach," Econometrica, Econometric Society, vol. 59(2), pages 347-370, March.
    4. Massimo Guidolin & Eliana La Ferrara, 2010. "The economic effects of violent conflict: Evidence from asset market reactions," Journal of Peace Research, Peace Research Institute Oslo, vol. 47(6), pages 671-684, November.
    5. 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.
    6. Athanassiou, Emmanuel & Kollias, Christos & Syriopoulos, Theodore, 2006. "Dynamic volatility and external security related shocks: The case of the Athens Stock Exchange," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 16(5), pages 411-424, December.
    7. Wisniewski, Tomasz Piotr, 2016. "Is there a link between politics and stock returns? A literature survey," International Review of Financial Analysis, Elsevier, vol. 47(C), pages 15-23.
    8. Gul, Tayyeba Gul & Hussain, Anwar Hussain & Bangash, Shafiqullah Bangash & Khattak, Sanam Waghma Khattak, 2010. "Impact of Terrorism on Financial Markets of Pakistan (2006-2008)," MPRA Paper 41990, University Library of Munich, Germany.
    9. 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.
    10. Eldor, Rafi & Melnick, Rafi, 2004. "Financial markets and terrorism," European Journal of Political Economy, Elsevier, vol. 20(2), pages 367-386, June.
    11. Goel, Sanjay & Cagle, Seth & Shawky, Hany, 2017. "How vulnerable are international financial markets to terrorism? An empirical study based on terrorist incidents worldwide," Journal of Financial Stability, Elsevier, vol. 33(C), pages 120-132.
    12. Kollias, Christos & Papadamou, Stephanos & Stagiannis, Apostolos, 2011. "Terrorism and capital markets: The effects of the Madrid and London bomb attacks," International Review of Economics & Finance, Elsevier, vol. 20(4), pages 532-541, October.
    13. Faheem Aslam & Amir Rafique & Aneel Salman & Hyoung-Goo Kang & Wahbeeah Mohti, 2018. "The Impact Of Terrorism On Financial Markets: Evidence From Asia," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 63(05), pages 1183-1204, December.
    14. Shazaib Butt & Omar Masood & Kiran Javaria, 2020. "Terrorism Activities Influence on Financial Stock Markets: An Empirical Evidence from United Kingdom, India, France, Pakistan, Spain and United States," Global Journal of Social Sciences Studies, Pacharapa Naka, vol. 6(1), pages 1-12.
    15. French, Kenneth R., 1980. "Stock returns and the weekend effect," Journal of Financial Economics, Elsevier, vol. 8(1), pages 55-69, March.
    16. Zhou, Mei-Jing & Huang, Jian-Bai & Chen, Jin-Yu, 2020. "The effects of geopolitical risks on the stock dynamics of China's rare metals: A TVP-VAR analysis," Resources Policy, Elsevier, vol. 68(C).
    17. C. C. Bautista, 2003. "Stock market volatility in the Philippines," Applied Economics Letters, Taylor & Francis Journals, vol. 10(5), pages 315-318, April.
    18. Shazaib Butt & Omar Masood & Kiran Javaria, 2020. "Terrorism Activities Influence on Financial Stock Markets: An Empirical Evidence from United Kingdom, India, France, Pakistan, Spain and United States," Global Journal of Social Sciences Studies, Online Science Publishing, vol. 6(1), pages 1-12.
    19. Arin, K. Peren & Ciferri, Davide & Spagnolo, Nicola, 2008. "The price of terror: The effects of terrorism on stock market returns and volatility," Economics Letters, Elsevier, vol. 101(3), pages 164-167, December.
    20. Karolyi, G. Andrew, 2006. "The Consequences of Terrorism for Financial Markets: What Do We Know?," Working Paper Series 2006-6, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    21. Das, Debojyoti & Kannadhasan, M. & Bhattacharyya, Malay, 2019. "Do the emerging stock markets react to international economic policy uncertainty, geopolitical risk and financial stress alike?," The North American Journal of Economics and Finance, Elsevier, vol. 48(C), pages 1-19.
    22. Frey, Bruno S., 2009. "How can business cope with terrorism?," Journal of Policy Modeling, Elsevier, vol. 31(5), pages 779-787, September.
    23. Les Coleman, 2012. "Testing equity market efficiency around terrorist attacks," Applied Economics, Taylor & Francis Journals, vol. 44(31), pages 4087-4099, November.
    24. Dimitrios Asteriou & Costas Siriopoulos, 2000. "The Role of Political Instability in Stock Market Development and Economic Growth: The Case of Greece," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 29(3), pages 355-374, November.
    25. Naceur Essaddam & Ayman Mnasri, 2015. "Event-study volatility and bootstrapping: an international study," Applied Economics Letters, Taylor & Francis Journals, vol. 22(3), pages 209-213, February.
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