Event Study and Impulse Indicator Saturation Analysis to Assess Reaction of Terrorist and Political Events: Evidence from Oil and Gas Sector of Pakistan

  • Attiya Yasmin Javid Pakistan Institute of Development Economics (PIDE), Islamabad, Pakistan https://orcid.org/0000-0002-6243-4803
  • Bilal Ahmad Pakistan Institute of Development Economics (PIDE), Islamabad, Pakistan
Keywords: terrorist attacks, political event, volatility, event study, impulse indicator saturation, rebound period, Pakistan Stock Exchange

Abstract

The objective of this study is twofold, first, to assess the impact of
terrorist attacks and political events on returns and volatility oil and gas
sector of Karachi Stock Exchange from the period of 2004 to 2014.
Second, to compare the results of these events applying event study
methodology, event dummy analysis and impulse indicator saturation.
Results indicate that the oil and gas sector reacts on the occurrence of
terrorism and political events and the results of two methodologies
event study and event dummy analysis are almost similar. However,
impulse indicator saturation is able to provide better results in
comparison to event study and event dummy analysis because as it
captures all breaks and co-breaks within a sample period,
moreover it clearly helps in defining rebounding period of the market.

JEL Classification Codes: G12, G14

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References

Ahmar, M. (1996). Ethnicity and state power in Pakistan: The Karachi crisis, Asian Survey, 36(10), 1031-1048. https://doi.org/10.2307/2645632.

Aslam, F., C. & Kang, H. (2014). How terrorist attacks affect the volatility of the Pakistani stock market?, South Asian Studies, 19(3), 151-181.

Beaulieu, M-C., Cosset, J-C., & Essaddam, N. (2005). The impact of political risk on the volatility of stock returns: The case of Canada, Journal of International Business Studies, 36(6), 701-718. https://doi.org/10.1057/palgrave.jibs.8400160.

Binder, J. (1998). The event study methodology since 1969, Review of Quantitative Finance and Accounting, 11(2), 111-137. https://doi.org/10.1023/A:1008295500105.

Bollerslev, T. (1986), Generalized Autoregressive Conditional Heteroskedasticity. Journal of Econometrics, 31(3), 307-327

Cable, J., & Holland, K. (1999). Modeling normal returns in event studies: A model-selection approach and pilot study, European Journal of Finance, 5(4), 331-341. https://doi.org/10.1080/135184799336993.

Castle, J. L., Doornik, J. A. & Hendry, D. F. (2012). Model selection when there are multiple breaks. Journal of Econometrics 169(2), 239–246. https://doi.org/10.1016/j.jeconom.2012.01.026.

Clark, E. A., Masood, O., & Tunaru, R. (2008). The effect of political events on the Pakistan stock exchange 1947-2001. Investment Management and Financial Innovations, 5(3). Retrieved from http://eprints.mdx.ac.uk/1210/.

Damster, G., (2005). Event management: A professional and developmental approach, Cape Town, South Africa: Juta and Company Ltd.

Dangol, J. (2008). Unanticipated political events and stock returns: An event study, Economic Review, 20, 86-110.

Doornik, J. A., Hendry, D. F., & Pretis, F. (2013). Step-indicator saturation. United Kingdom: University of Oxford, Department of Economics.

Fama, E. F. (1969). The behaviour of stock market prices. Journal of Business, 38(1), 34–105.

Hendry, D. F (2001). Modeling UK inflation: 1875-1991, Journal of Applied Econometrics, 16(3) 255-275. https://doi.org/10.1002/jae.615.

Javid, A. Y. (2007). Stock market reaction to catastrophic shock: evidence from listed Pakistani firms (Finance Working Papers No. 22199). Pakistan Institute of Development Economics, Retrieved from https://ideas.repec.org/p/eab/financ/22199.html.

Javid, A. Y., & Ahmed, A. (1999). The response of Karachi stock exchange to nuclear detonation, The Pakistan Development Review, 38(4), 777-786.

Karolyi, G. A. (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, 13(1), 11-25.

Lamoureux, C. G., & Lastrapes, W. D. (1990). Heteroskedasticity in stock return data: Volume versus GARCH effects, The Journal of Finance, 45(1), 221-229. https://doi.org/10.1111/j.1540-6261.1990.tb05088.x.

MacKinlay, A.C. (1997). Event studies in economics and finance. Journal of Economic Literature. 35(1), 13-39.

McWilliams, A., & Siegel, D. (1997). Event studies in management research: Theoretical and empirical issues. Academy of Management Sciences Journal 40(2), 626–57. https://doi.org/10.5465/257056.

Nguyen, A. P., & Enomoto, C. E. (2011). Acts of terrorism and their impacts on stock index returns and volatility: The cases of the Karachi and Tehran stock exchanges, International Business & Economics Research Journal, 8(12), 75-86. https://doi.org/10.19030/iber.v8i12.3199.

Reade, J. J., & Volz, U. (2011). From the general to the specific: Modeling inflation in China, Applied Economics Quarterly, 57(1), 27-44.

Russell, B., Banerjee, A., Malki, I., & Ponomareva, N. (2010). A multiple break panel approach to estimating United States phillips curves (SIRE Discussion Papers 2012-27), Scottish Institute for Research in Economics (SIRE).

Santos, C., Hendry, F. D. & Johansen, S. (2008). Automatic selection of indicators in a fully saturated regression. Computational Statistics 23, 317–335 and Erratum 337–339. https://doi.org/10.1007/s00180-007-0054-z.

Sohail, A., Rehman, M. U. & Javid, A. Y. (2017). Stock market reactions on returns and trading volume: the impact of the Global Financial Crisis,Revista Evidenciação Contábil & Finanças, 5(1), 132-151.

Strong, N. (1992). Modelling abnormal returns: A review article, Journal of Business Finance & Accounting, 19(4), 533-553. https://doi.org/10.1111/j.1468-5957.1992.tb00643.x.

Sweeney, J. (1998). Volatility of returns: Technical analysis of stocks and commodities, Magazine Edition, 16, 86-89.

Walter, CP (2004). In Walter, C., Vöneky, S., Roeben, V., Schorkopf, F. (Eds.). Terrorism as a Challenge for National and International Law: Security versus Liberty?, Heidelberg, Germany: Springer-Verlag Berlin Heidelberg Retrieved from https://www.springer.com/gp/book/9783642623455.

Yamin, S., & Malik, S. (2014). Mapping Conflict Trends in Pakistan, United States Institute of Peace, Washington DC. Retrieved from https://www.usip.org/publications/2014/02/mapping-conflict-trends-pakistan.

Ahmed, S., & Farooq, O. (2008). The effect of 9/11 on the stock market volatility dynamics: Empirical evidence from a front line state, International Research Journal of Finance and Economics, (16), 71-83. http://dx.doi.org/10.2139/ssrn.1140771.

Published
2020-02-28
How to Cite
Javid, A., & Ahmad, B. (2020). Event Study and Impulse Indicator Saturation Analysis to Assess Reaction of Terrorist and Political Events: Evidence from Oil and Gas Sector of Pakistan. Journal of Quantitative Methods, 4(1), 1-1. https://doi.org/10.29145/2020/jqm/040104
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Articles