IDEAS home Printed from https://ideas.repec.org/a/eee/finana/v77y2021ics1057521921001654.html
   My bibliography  Save this article

Striking the implied volatility of US drone companies

Author

Listed:
  • Bevilacqua, Mattia
  • Morelli, David
  • Uzan, Paola Sultana Renée

Abstract

This study analyzes the impact of drone strikes on the implied volatility of US drone companies. We find evidence of an overall increase in the implied volatility the day after the strike. We subset drone strikes according to countries targeted and US president in office, finding a more significant impact for strikes in Afghanistan and Pakistan, and under the Bush or Obama’s administration. We find that drone strikes are also associated with next day decreasing stock returns of the drone companies. A possible increasing geopolitical risk concern and resiliency rationale may explain our findings.

Suggested Citation

  • Bevilacqua, Mattia & Morelli, David & Uzan, Paola Sultana Renée, 2021. "Striking the implied volatility of US drone companies," International Review of Financial Analysis, Elsevier, vol. 77(C).
    • Handle: RePEc:eee:finana:v:77:y:2021:i:c:s1057521921001654
    DOI: 10.1016/j.irfa.2021.101832
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1057521921001654
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.irfa.2021.101832?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    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. 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. Fama, Eugene F. & French, Kenneth R., 2017. "International tests of a five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 123(3), pages 441-463.
    4. Bevilacqua, Mattia & Morelli, David & Uzan, Paola Sultana Renée, 2020. "Asymmetric implied market volatility and terrorist attacks," International Review of Financial Analysis, Elsevier, vol. 67(C).
    5. David A. Jaeger & M. Daniele Paserman, 2008. "The Cycle of Violence? An Empirical Analysis of Fatalities in the Palestinian-Israeli Conflict," American Economic Review, American Economic Association, vol. 98(4), pages 1591-1604, September.
    6. 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.
    7. 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.
    8. Bourdeau-Brien, Michael & Kryzanowski, Lawrence, 2017. "The impact of natural disasters on the stock returns and volatilities of local firms," The Quarterly Review of Economics and Finance, Elsevier, vol. 63(C), pages 259-270.
    9. Walter Enders & Todd Sandler, 2000. "Is Transnational Terrorism Becoming More Threatening?," Journal of Conflict Resolution, Peace Science Society (International), vol. 44(3), pages 307-332, June.
    10. David A Jaeger & Zahra Siddique, 2018. "Are Drone Strikes Effective in Afghanistan and Pakistan? On the Dynamics of Violence between the United States and the Taliban," CESifo Economic Studies, CESifo Group, vol. 64(4), pages 667-697.
    11. Bejan, Vladimir & Parkin, William S., 2015. "Examining the effect of repressive and conciliatory government actions on terrorism activity in Israel," Economics Letters, Elsevier, vol. 133(C), pages 55-58.
    12. Papakyriakou, Panayiotis & Sakkas, Athanasios & Taoushianis, Zenon, 2019. "The impact of terrorist attacks in G7 countries on international stock markets and the role of investor sentiment," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 61(C), pages 143-160.
    13. Burch, Timothy R. & Emery, Douglas R. & Fuerst, Michael E., 2016. "Who Moves Markets in a Sudden Marketwide Crisis? Evidence from 9/11," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(2), pages 463-487, April.
    14. Byeong-Je An & Andrew Ang & Turan G. Bali & Nusret Cakici, 2014. "The Joint Cross Section of Stocks and Options," Journal of Finance, American Finance Association, vol. 69(5), pages 2279-2337, October.
    15. 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.
    16. Rigobon, Roberto & Sack, Brian, 2005. "The effects of war risk on US financial markets," Journal of Banking & Finance, Elsevier, vol. 29(7), pages 1769-1789, July.
    17. 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.
    18. Dreher, Axel & Krieger, Tim & Meierrieks, Daniel, 2011. "Hit and (they will) run: The impact of terrorism on migration," Economics Letters, Elsevier, vol. 113(1), pages 42-46, October.
    19. Carter, David A. & Simkins, Betty J., 2004. "The market's reaction to unexpected, catastrophic events: the case of airline stock returns and the September 11th attacks," The Quarterly Review of Economics and Finance, Elsevier, vol. 44(4), pages 539-558, September.
    20. Lehkonen, Heikki & Heimonen, Kari, 2015. "Democracy, political risks and stock market performance," Journal of International Money and Finance, Elsevier, vol. 59(C), pages 77-99.
    21. Eckstein, Zvi & Tsiddon, Daniel, 2004. "Macroeconomic consequences of terror: theory and the case of Israel," Journal of Monetary Economics, Elsevier, vol. 51(5), pages 971-1002, July.
    22. David A. Jaeger & M. Daniele Paserman, 2006. "Israel, the Palestinian Factions, and the Cycle of Violence," American Economic Review, American Economic Association, vol. 96(2), pages 45-49, May.
    23. 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.
    24. Jussi Nikkinen & Sami Vähämaa, 2010. "Terrorism and Stock Market Sentiment," The Financial Review, Eastern Finance Association, vol. 45(2), pages 263-275, May.
    25. Apergis, Emmanuel & Apergis, Nicholas, 2016. "The 11/13 Paris terrorist attacks and stock prices: The case of the international defense industry," Finance Research Letters, Elsevier, vol. 17(C), pages 186-192.
    26. Mnasri, Ayman & Nechi, Salem, 2016. "Impact of terrorist attacks on stock market volatility in emerging markets," Emerging Markets Review, Elsevier, vol. 28(C), pages 184-202.
    27. Kaplanski, Guy & Levy, Haim, 2010. "Sentiment and stock prices: The case of aviation disasters," Journal of Financial Economics, Elsevier, vol. 95(2), pages 174-201, February.
    28. 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.
    29. 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.
    30. Cheekiat Low, 2004. "The Fear and Exuberance from Implied Volatility of S&P 100 Index Options," The Journal of Business, University of Chicago Press, vol. 77(3), pages 527-546, July.
    31. Emi Nakamura & Jón Steinsson & Robert Barro & José Ursúa, 2013. "Crises and Recoveries in an Empirical Model of Consumption Disasters," American Economic Journal: Macroeconomics, American Economic Association, vol. 5(3), pages 35-74, July.
    32. Robert J. Barro, 2009. "Rare Disasters, Asset Prices, and Welfare Costs," American Economic Review, American Economic Association, vol. 99(1), pages 243-264, March.
    33. Berkman, Henk & Jacobsen, Ben & Lee, John B., 2011. "Time-varying rare disaster risk and stock returns," Journal of Financial Economics, Elsevier, vol. 101(2), pages 313-332, August.
    34. Akyildirim, Erdinc & Corbet, Shaen & Efthymiou, Marina & Guiomard, Cathal & O'Connell, John F. & Sensoy, Ahmet, 2020. "The financial market effects of international aviation disasters," International Review of Financial Analysis, Elsevier, vol. 69(C).
    35. Athanasios P. Fassas & Stephanos Papadamou, 2018. "Unconventional monetary policy announcements and risk aversion: evidence from the U.S. and European equity markets," The European Journal of Finance, Taylor & Francis Journals, vol. 24(18), pages 1885-1901, December.
    36. 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.
    37. 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.
    38. Zvika Afik & Yaron Lahav & Lior Mandelzweig, 2016. "The inverse of a terror event? Stock market response to pro-active action," Studies in Economics and Finance, Emerald Group Publishing Limited, vol. 33(1), pages 91-105, March.
    39. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    40. Blomberg, S. Brock & Hess, Gregory D. & Orphanides, Athanasios, 2004. "The macroeconomic consequences of terrorism," Journal of Monetary Economics, Elsevier, vol. 51(5), pages 1007-1032, July.
    41. 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.
    42. Enders, Walter & Sandler, Todd, 2000. "Is Transnational Terrorism Becoming More Threatening? A Time-Series Investigation," Staff General Research Papers Archive 1823, Iowa State University, Department of Economics.
    43. Llussá, Fernanda & Tavares, José, 2011. "Which terror at which cost? On the economic consequences of terrorist attacks," Economics Letters, Elsevier, vol. 110(1), pages 52-55, January.
    44. Papadamou, Stephanos & Fassas, Athanasios & Kenourgios, Dimitris & Dimitriou, Dimitrios, 2020. "Direct and Indirect Effects of COVID-19 Pandemic on Implied Stock Market Volatility: Evidence from Panel Data Analysis," MPRA Paper 100020, University Library of Munich, Germany.
    45. Justin Wolfers & Eric Zitzewitz, 2009. "Using Markets to Inform Policy: The Case of the Iraq War," Economica, London School of Economics and Political Science, vol. 76(302), pages 225-250, April.
    Full references (including those not matched with items on IDEAS)

    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. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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).
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. Li, Sufang & Tu, Dalun & Zeng, Yan & Gong, Chenggang & Yuan, Di, 2022. "Does geopolitical risk matter in crude oil and stock markets? Evidence from disaggregated data," Energy Economics, Elsevier, vol. 113(C).
    12. Christos Kollias & Stephanos Papadamou & Vangelis Arvanitis, 2013. "Does Terrorism Affect the Stock‐Bond Covariance? Evidence from European Countries," Southern Economic Journal, John Wiley & Sons, vol. 79(4), pages 832-848, April.
    13. Papakyriakou, Panayiotis & Sakkas, Athanasios & Taoushianis, Zenon, 2019. "The impact of terrorist attacks in G7 countries on international stock markets and the role of investor sentiment," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 61(C), pages 143-160.
    14. Hira Irshad & Hasniza Mohd Taib, 2017. "A Comparative Analysis of Effects of Terrorism on World Equity Markets," International Journal of Business and Administrative Studies, Professor Dr. Bahaudin G. Mujtaba, vol. 3(6), pages 202-208.
    15. 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.
    16. Gupta, Rangan & Majumdar, Anandamayee & Pierdzioch, Christian & Wohar, Mark E., 2017. "Do terror attacks predict gold returns? Evidence from a quantile-predictive-regression approach," The Quarterly Review of Economics and Finance, Elsevier, vol. 65(C), pages 276-284.
    17. 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.
    18. 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.
    19. 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.
    20. 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.

    More about this item

    Keywords

    Drone strikes; Drone companies; Implied volatility; Event study; Geopolitical risk;
    All these keywords.

    JEL classification:

    • F5 - International Economics - - International Relations, National Security, and International Political Economy
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation
    • G41 - Financial Economics - - Behavioral Finance - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making in Financial Markets

    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:eee:finana:v:77:y:2021:i:c:s1057521921001654. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/620166 .

    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.