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The role of terrorist events in determining stock returns in Pakistan: covering most vibrant era 2003-2013

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  • Audi, Marc
  • Sulehri, Fiaz Ahmad
  • Ali, Amjad
  • Al-Masri, Razan

Abstract

This study explains the relationship and significance of terrorism attacks and Pakistan Stock Exchange behavior. This study uses standard event study methodology and data relating to the stock market index was collected from the website of the Pakistan Stock Exchange and data relating to terrorist events was collected from the newspapers of Business Recorder and DAWN. A total of 277 terrorist events have been considered in this study. The first-day abnormal return, five-day cumulative abnormal return, and ten-day cumulative return were calculated for all of the events. Terrorist events have been analyzed year-wise and also on the bases of their category like events related to foreigners, military, politics, and general terrorist events. This study finds evidence that terrorist events affect the stock market in Pakistan. But their impact is different considering the economic and political implications of these events. Terrorist events yield mixed results where the significance of the events differed considerably in their impact on the stock market. Moreover, the abundance of terrorist events also hindered the estimation as rare events bring the element of surprise and the market adjusts to more frequent events inappropriate manner. However, terrorist events relating to politics and foreigners yield more consistent results as these events were distributed across time with longer intervals. Overall, this study lays the foundation to make further explorations into the phenomenon of uncertainty caused by terrorist events in relevance to the stock market in Pakistan. Implications and directions for future research are also provided at the end of the study.

Suggested Citation

  • Audi, Marc & Sulehri, Fiaz Ahmad & Ali, Amjad & Al-Masri, Razan, 2022. "The role of terrorist events in determining stock returns in Pakistan: covering most vibrant era 2003-2013," MPRA Paper 115167, University Library of Munich, Germany, revised 26 Oct 2022.
  • Handle: RePEc:pra:mprapa:115167
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    1. 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.
    2. Sulehri, Fiaz Ahmad & Ali, Amjad, 2020. "Impact of Political Uncertainty on Pakistan Stock Exchange (1990-1999): An Event Study Approach," MPRA Paper 104623, University Library of Munich, Germany.
    3. Marie-Claude Beaulieu & Jean-Claude Cosset & Naceur Essaddam, 2005. "The impact of political risk on the volatility of stock returns: the case of Canada," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 36(6), pages 701-718, November.
    4. Bruno S. Frey & Simon Luechinger & Alois Stutzer, 2007. "Calculating Tragedy: Assessing The Costs Of Terrorism," Journal of Economic Surveys, Wiley Blackwell, vol. 21(1), pages 1-24, February.
    5. Alim, Wajid & Ali, Amjad, 2021. "The Impact of Islamic Portfolio on Risk and Return," MPRA Paper 111048, University Library of Munich, Germany.
    6. Amjad Ali & Marc Audi, 2016. "The Impact of Income Inequality, Environmental Degradation and Globalization on Life Expectancy in Pakistan: An Empirical Analysis," International Journal of Economics and Empirical Research (IJEER), The Economics and Social Development Organization (TESDO), vol. 4(4), pages 182-193, April.
    7. Ensar AGIRMAN & Muhammet OZCAN & Omer YILMAZ, 2014. "The Impact of Terrorism on Financial Markets: An Empirical Study," Journal of BRSA Banking and Financial Markets, Banking Regulation and Supervision Agency, vol. 8(2), pages 99-117.
    8. 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.
    9. Amjad Ali & Marc Audi & Chan Bibi & Yannick Roussel, 2021. "The Impact of Gender Inequality and Environmental Degradation on Human Well-being in the Case of Pakistan: A Time Series Analysis," International Journal of Economics and Financial Issues, Econjournals, vol. 11(2), pages 92-99.
    10. Ajinkya, Bipin B. & Jain, Prem C., 1989. "The behavior of daily stock market trading volume," Journal of Accounting and Economics, Elsevier, vol. 11(4), pages 331-359, November.
    11. Fornari, Fabio & Monticelli, Carlo & Pericoli, Marcello & Tivegna, Massimo, 2002. "The impact of news on the exchange rate of the lira and long-term interest rates," Economic Modelling, Elsevier, vol. 19(4), pages 611-639, August.
    12. Philippe Jorion & William N. Goetzmann, 1999. "Global Stock Markets in the Twentieth Century," Journal of Finance, American Finance Association, vol. 54(3), pages 953-980, June.
    13. Roger M. Shelor & Dwight C. Anderson & Mark L. Cross, 1990. "The Impact of the California Earthquake on Real Estate Firms' Stock Value," Journal of Real Estate Research, American Real Estate Society, vol. 5(3), pages 335-340.
    14. Audi, Marc & Ali, Amjad & Roussel, Yannick, 2021. "Measuring the Tax Buoyancy: Empirics from South Asian Association for Regional Cooperation (SAARC)," MPRA Paper 109567, University Library of Munich, Germany.
    15. Abadie, Alberto & Gardeazabal, Javier, 2008. "Terrorism and the world economy," European Economic Review, Elsevier, vol. 52(1), pages 1-27, January.
    16. Marc Audi & Fiaz Ahmad Sulehri & Amjad Ali & Razan Al-Masri, 2022. "An Event Based Analysis of Stock Return and Political Uncertainty in Pakistan: Revisited," International Journal of Economics and Financial Issues, Econjournals, vol. 12(5), pages 39-56, September.
    17. Fama, Eugene F., 1998. "Market efficiency, long-term returns, and behavioral finance," Journal of Financial Economics, Elsevier, vol. 49(3), pages 283-306, September.
    18. Randall Morck & Andrei Shleifer & Robert W. Vishny, 1990. "The Stock Market and Investment: Is the Market a Sideshow?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 21(2), pages 157-216.
    19. Audi, Marc & Sadiq, Azhar & Ali, Amjad, 2021. "Performance Evaluation of Islamic and Non-Islamic Equity and Bonds Indices: Evidence from selected Emerging and Developed Countries," MPRA Paper 109866, University Library of Munich, Germany.
    20. Amjad Ali & Wajid Alim & Jawad Ahmed & Sabahat Nisar, 2022. "Yoke of corporate governance and firm performance: A study of listed firms in Pakistan," Indian Journal of Commerce and Management Studies, Educational Research Multimedia & Publications,India, vol. 13(1), pages 08-17, January.
    21. Veronesi, Pietro, 1999. "Stock Market Overreaction to Bad News in Good Times: A Rational Expectations Equilibrium Model," The Review of Financial Studies, Society for Financial Studies, vol. 12(5), pages 975-1007.
    22. Brown, Stephen J. & Warner, Jerold B., 1985. "Using daily stock returns : The case of event studies," Journal of Financial Economics, Elsevier, vol. 14(1), pages 3-31, March.
    23. Alim, Wajid & Ali, Amjad & Minhas, Amna Shafiq, 2022. "The Impact of Leverage on the Firm Performance: A Case of Fertilizers Sector of Pakistan," MPRA Paper 114200, University Library of Munich, Germany.
    24. 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.
    25. Stoll, Hans R. & Whaley, Robert E., 1990. "The Dynamics of Stock Index and Stock Index Futures Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 25(4), pages 441-468, December.
    26. 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.
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    Cited by:

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    2. Sulehri, Fiaz Ahmad & Ali, Amjad, 2023. "Beyond the Balance Sheet: Analyzing the Relationship between Corporate Governance, Financial Performance, and Stock Prices in Pakistan's Non-Bank Financial Industry," MPRA Paper 120123, University Library of Munich, Germany.

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    More about this item

    Keywords

    terrorism events; stock market; abnormal returns;
    All these keywords.

    JEL classification:

    • H54 - Public Economics - - National Government Expenditures and Related Policies - - - Infrastructures
    • P16 - Political Economy and Comparative Economic Systems - - Capitalist Economies - - - Capitalist Institutions; Welfare State

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