IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/92278.html
   My bibliography  Save this paper

The economic cost of terrorism and natural disasters: A deeper analysis of the financial market markets of Pakistan

Author

Listed:
  • Najam, Najam Ul Sabeeh
  • Mehmood, Arshad Mehmood

Abstract

Do natural disasters and terrorism affect the financial markets of Pakistan? We aimed to answer this question by studying a large dataset of stock returns of financial markets of Pakistan with respect to natural disasters and terrorist activities. The dataset consists of a total of 289 terrorist events and 45 natural disasters; taken from the Global Terrorism Database (GTD) and Emergency Database (EM-DAT), covering events from the year 2003 to 2017. The event study methodology used to analyze daily, weekly and monthly stock returns of concerned sectors. Calculated the Abnormal returns with the help of market adjusted return model. The findings show that terrorist events have a statistically significant negative impact on the banking sector returns as well as insurance sector returns. Furthermore, the impact on the Pakistan Stock Market is insignificant. The impact of natural disasters on stock markets was not significant however when studied separately the floods have a negative significant impact on bank returns while insignificant for insurance and stock market returns. On the other hand, earthquakes are negatively affecting the stock market but no impact has been reported significant neither for insurance nor for banks returns.

Suggested Citation

  • Najam, Najam Ul Sabeeh & Mehmood, Arshad Mehmood, 2019. "The economic cost of terrorism and natural disasters: A deeper analysis of the financial market markets of Pakistan," MPRA Paper 92278, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:92278
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/92278/1/MPRA_paper_92278.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Drakos, Konstantinos, 2010. "Terrorism activity, investor sentiment, and stock returns," Review of Financial Economics, Elsevier, vol. 19(3), pages 128-135, August.
    2. Raza, Syed Ali & Jawaid, Syed Tehseen, 2013. "Terrorism and tourism: A conjunction and ramification in Pakistan," Economic Modelling, Elsevier, vol. 33(C), pages 65-70.
    3. 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.
    4. Brown, Jeffrey R. & Cummins, J. David & Lewis, Christopher M. & Wei, Ran, 2004. "An empirical analysis of the economic impact of federal terrorism reinsurance," Journal of Monetary Economics, Elsevier, vol. 51(5), pages 861-898, July.
    5. 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.
    6. Eldor, Rafi & Melnick, Rafi, 2004. "Financial markets and terrorism," European Journal of Political Economy, Elsevier, vol. 20(2), pages 367-386, June.
    7. Mrs. Oana M Croitoru & Mr. R. B. Johnston, 2005. "The Impact of Terrorism on Financial Markets," IMF Working Papers 2005/060, International Monetary Fund.
    8. Melnick, Rafi & Eldor, Rafi, 2010. "Small investment and large returns: Terrorism, media and the economy," European Economic Review, Elsevier, vol. 54(8), pages 963-973, November.
    9. FitzGerald, Valpy, 2004. "Global financial information, compliance incentives and terrorist funding," European Journal of Political Economy, Elsevier, vol. 20(2), pages 387-401, June.
    10. 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.
    11. Carl Bonham & Christopher Edmonds & James Mak, 2006. "The Impact of 9/11 and Other Terrible Global Events on Tourism in the U.S. and Hawaii," Working Papers 200602, University of Hawaii at Manoa, Department of Economics.
    12. Essaddam, Naceur & Karagianis, John M., 2014. "Terrorism, country attributes, and the volatility of stock returns," Research in International Business and Finance, Elsevier, vol. 31(C), pages 87-100.
    13. 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.
    14. Iatridis, George, 2012. "Terrorist attacks and company financial numbers: Evidence on earnings management and value relevance from Madrid, London and Istanbul," Research in International Business and Finance, Elsevier, vol. 26(2), pages 204-220.
    15. Fernandez, Viviana, 2008. "The war on terror and its impact on the long-term volatility of financial markets," International Review of Financial Analysis, Elsevier, vol. 17(1), pages 1-26.
    16. Kollias, Christos & Kyrtsou, Catherine & Papadamou, Stephanos, 2013. "The effects of terrorism and war on the oil price–stock index relationship," Energy Economics, Elsevier, vol. 40(C), pages 743-752.
    17. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    18. Gupta, Rakesh & Guidi, Francesco, 2012. "Cointegration relationship and time varying co-movements among Indian and Asian developed stock markets," International Review of Financial Analysis, Elsevier, vol. 21(C), pages 10-22.
    19. Schipper, K & Thompson, R, 1983. "The Impact Of Merger-Related Regulations On The Shareholders Of Acquiring Firms," Journal of Accounting Research, Wiley Blackwell, vol. 21(1), pages 184-221.
    20. Michel-Kerjan, Erwann & Raschky, Paul A., 2011. "The effects of government intervention on the market for corporate terrorism insurance," European Journal of Political Economy, Elsevier, vol. 27(S1), pages 122-132.
    21. Rösch, Christoph G. & Kaserer, Christoph, 2013. "Market liquidity in the financial crisis: The role of liquidity commonality and flight-to-quality," Journal of Banking & Finance, Elsevier, vol. 37(7), pages 2284-2302.
    22. Gries, Thomas & Meierrieks, Daniel, 2013. "Do banking crises cause terrorism?," Economics Letters, Elsevier, vol. 119(3), pages 321-324.
    23. Drakos, Konstantinos, 2004. "Terrorism-induced structural shifts in financial risk: airline stocks in the aftermath of the September 11th terror attacks," European Journal of Political Economy, Elsevier, vol. 20(2), pages 435-446, June.
    24. Seung-Whan Choi & Shali Luo, 2013. "Economic Sanctions, Poverty, and International Terrorism: An Empirical Analysis," International Interactions, Taylor & Francis Journals, vol. 39(2), pages 217-245, April.
    25. Ansgar Belke, 2013. "Natural disaster in Japan: implications for world financial markets," Asia Europe Journal, Springer, vol. 11(4), pages 433-444, December.
    26. Walter Enders & Todd Sandler & Gerald F. Parise, 1992. "An Econometric Analysis of the Impact of Terrorism on Tourism," Kyklos, Wiley Blackwell, vol. 45(4), pages 531-554, November.
    27. Fama, Eugene F, et al, 1969. "The Adjustment of Stock Prices to New Information," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 10(1), pages 1-21, February.
    28. Christian Thomann, 2013. "The Impact of Catastrophes on Insurer Stock Volatility," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 80(1), pages 65-94, March.
    29. 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.
    30. 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.
    31. 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.
    32. Brown, Stephen J. & Warner, Jerold B., 1980. "Measuring security price performance," Journal of Financial Economics, Elsevier, vol. 8(3), pages 205-258, September.
    33. Partha Gangopadhyay & Joseph D. Haley & Li Zhang, 2010. "An Examination of Share Price Behavior Surrounding the 2005 Hurricanes Katrina and Rita," Journal of Insurance Issues, Western Risk and Insurance Association, vol. 33(2), pages 132-151.
    34. A. Craig MacKinlay, 1997. "Event Studies in Economics and Finance," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 13-39, March.
    35. Enders, Walter & Sandler, Todd & Parise, Gerald F, 1992. "An Econometric Analysis of the Impact of Terrorism on Tourism," Kyklos, Wiley Blackwell, vol. 45(4), pages 531-554.
    36. Ahlgren, Niklas & Antell, Jan, 2010. "Stock market linkages and financial contagion: A cobreaking analysis," The Quarterly Review of Economics and Finance, Elsevier, vol. 50(2), pages 157-166, May.
    37. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Khan, Muhammad Tariq Iqbal & Anwar, Sofia, 2022. "Natural disasters and foreign exchange reserves: The role of renewable energy and human capital," Renewable Energy, Elsevier, vol. 192(C), pages 838-848.
    2. Jauhar Abbas & Hammad Hassan Mirza & Haroon Hussain & Rana Yassir Hussain & Muhammad Saad & Masud Akhtar, 2021. "Stock Market Reaction towards Terrorism: An Evidence Based on Seasonal Variation in Pakistan," Journal of Economic Impact, Science Impact Publishers, vol. 3(3), pages 167-177.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Gok, Ibrahim Yasar & Demirdogen, Yavuz & Topuz, Sefa, 2020. "The impacts of terrorism on Turkish equity market: An investigation using intraday data," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 540(C).
    2. Imtiaz Arif & Tahir Suleman, 2017. "Terrorism and Stock Market Linkages: An Empirical Study from a Front-line State," Global Business Review, International Management Institute, vol. 18(2), pages 365-378, April.
    3. Anastasios Zopiatis & Christos S. Savva & Neophytos Lambertides & Michael McAleer, 2016. "Tourism stocks in times of crises: An econometric investigation of non-macro factors," Documentos de Trabajo del ICAE 2016-18, Universidad Complutense de Madrid, Facultad de Ciencias Económicas y Empresariales, Instituto Complutense de Análisis Económico.
    4. 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.
    5. Fatma Ben Moussa & Mariem Talbi, 2019. "Stock Market Reaction to Terrorist Attacks and Political Uncertainty: Empirical Evidence from the Tunisian Stock Exchange," International Journal of Economics and Financial Issues, Econjournals, vol. 9(3), pages 48-64.
    6. Shashitha Gimhani Jayakody, 2017. "The Impact of the Sri Lankan Civil War on the Stock Market Performances," International Journal of Economics and Financial Issues, Econjournals, vol. 7(1), pages 394-402.
    7. 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.
    8. Friedrich Schneider & Tilman Brück & Daniel Meierrieks, 2010. "The Economics of Terrorism and Counter-Terrorism: A Survey (Part II)," Discussion Papers of DIW Berlin 1050, DIW Berlin, German Institute for Economic Research.
    9. Chaudhry, Naukhaiz & Roubaud, David & Akhter, Waheed & Shahbaz, Muhammad, 2018. "Impact of terrorism on stock markets: Empirical evidence from the SAARC region," Finance Research Letters, Elsevier, vol. 26(C), pages 230-234.
    10. Omar, Ayman M.A. & Lambe, Brendan J & Wisniewski, Tomasz Piotr, 2021. "Perceptions of the threat to national security and the stock market," Journal of Economic Behavior & Organization, Elsevier, vol. 186(C), pages 504-522.
    11. Marwa Elnahass & Mohamed Marie & Mohammed Elgammal, 2022. "Terrorist attacks and bank financial stability: evidence from MENA economies," Review of Quantitative Finance and Accounting, Springer, vol. 59(1), pages 383-427, July.
    12. Balcilar, Mehmet & Bonato, Matteo & Demirer, Riza & Gupta, Rangan, 2018. "Geopolitical risks and stock market dynamics of the BRICS," Economic Systems, Elsevier, vol. 42(2), pages 295-306.
    13. Ali M. Kutan & Mehmet E. Yaya, 2016. "Armed conflict and financial and economic risk: evidence from Colombia," Risk Management, Palgrave Macmillan, vol. 18(2), pages 159-187, August.
    14. Park, Jin Suk & Newaz, Mohammad Khaleq, 2018. "Do terrorist attacks harm financial markets? A meta-analysis of event studies and the determinants of adverse impact," Global Finance Journal, Elsevier, vol. 37(C), pages 227-247.
    15. Gan Jin & Md Rafiul Karim & Günther G. Schulze, 2024. "The Stock Market Effects of Islamist versus Non-Islamist Terror," Discussion Paper Series 45 JEL Classification: D7, Department of International Economic Policy, University of Freiburg, revised Feb 2024.
    16. J. W.B. Bos & M. Frömmel & M. Lamers, 2013. "FDI, Terrorism and the Availability Heuristic for U.S. Investors before and after 9/11," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 13/850, Ghent University, Faculty of Economics and Business Administration.
    17. Corbet, Shaen & Gurdgiev, Constantin & Meegan, Andrew, 2018. "Long-term stock market volatility and the influence of terrorist attacks in Europe," The Quarterly Review of Economics and Finance, Elsevier, vol. 68(C), pages 118-131.
    18. Halkos, George & Managi, Shunsuke & Zisiadou, Argyro, 2017. "Analyzing the determinants of terrorist attacks and their market reactions," Economic Analysis and Policy, Elsevier, vol. 54(C), pages 57-73.
    19. 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.
    20. Nicholas Apergis & Matteo Bonato & Rangan Gupta & Clement Kyei, 2016. "Does Geopolitical Risks Predict Stock Returns and Volatility of Leading Defense Companies? Evidence from a Nonparametric Approach," Working Papers 201671, University of Pretoria, Department of Economics.

    More about this item

    Keywords

    Terrorism; Natural Disasters; Stock Market; Financial Sectors; Event Study Methodology; Market Adjusted Returns Model;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pra:mprapa:92278. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.