IDEAS home Printed from https://ideas.repec.org/a/pal/risman/v18y2016i2d10.1057_s41283-016-0003-7.html
   My bibliography  Save this article

Armed conflict and financial and economic risk: evidence from Colombia

Author

Listed:
  • Ali M. Kutan

    (Jiangxi University of Finance and Economics
    Distinguished Research Professor, Department of Economics and Finance, Southern Illinois University Edwardsvillle)

  • Mehmet E. Yaya

    (Eastern Michigan University)

Abstract

This paper analyzes the impact of armed conflict on financial and economic risk in Colombia using data from 2002 to the end of 2012. We have examined the abnormal returns (AR) in the stock market in response to large-scale terrorist attacks. Our results suggest that the AR in stock market do respond to the attacks; our estimation findings show that these attacks increase the volatility of these AR. The increase in volatility is, however, rather small and short-lived. In addition to the financial risk, we have analyzed the impact of armed conflict on economic risk using the movements in industrial production. We showed the negative impact of armed conflict on the real sector with a five-month lag. We have also performed robustness checks one of which examined the attacks perpetuated only in the capital of Colombia, Bogota. The results suggest that investors do respond to a small subset of attacks executed in the capital city. We discuss the implications of the findings for risk management.

Suggested Citation

  • 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.
  • Handle: RePEc:pal:risman:v:18:y:2016:i:2:d:10.1057_s41283-016-0003-7
    DOI: 10.1057/s41283-016-0003-7
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41283-016-0003-7
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1057/s41283-016-0003-7?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. 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. 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.
    3. Edmonds, Radcliffe Jr. & Kutan, Ali M., 2002. "Is public information really irrelevant in explaining asset returns?," Economics Letters, Elsevier, vol. 76(2), pages 223-229, July.
    4. Massimo Guidolin & Eliana La Ferrara, 2007. "Diamonds Are Forever, Wars Are Not: Is Conflict Bad for Private Firms?," American Economic Review, American Economic Association, vol. 97(5), pages 1978-1993, December.
    5. Uribe, Martin & Yue, Vivian Z., 2006. "Country spreads and emerging countries: Who drives whom?," Journal of International Economics, Elsevier, vol. 69(1), pages 6-36, June.
    6. Yigit Atilgan & K. Ozgur Demirtas, 2016. "Risk-Adjusted Performances of World Equity Indices," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 52(3), pages 706-721, March.
    7. Byström, Hans, 2016. "Language, news and volatility," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 42(C), pages 139-154.
    8. Melvin, Michael & Yin, Xixi, 2000. "Public Information Arrival, Exchange Rate Volatility, and Quote Frequency," Economic Journal, Royal Economic Society, vol. 110(465), pages 644-661, July.
    9. Oeindrila Dube & Juan F. Vargas, 2013. "Commodity Price Shocks and Civil Conflict: Evidence from Colombia," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(4), pages 1384-1421.
    10. 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.
    11. Eldor, Rafi & Melnick, Rafi, 2004. "Financial markets and terrorism," European Journal of Political Economy, Elsevier, vol. 20(2), pages 367-386, June.
    12. 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.
    13. Sandler, Todd & Enders, Walter, 2004. "An economic perspective on transnational terrorism," European Journal of Political Economy, Elsevier, vol. 20(2), pages 301-316, June.
    14. Chau, Frankie & Deesomsak, Rataporn & Wang, Jun, 2014. "Political uncertainty and stock market volatility in the Middle East and North African (MENA) countries," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 28(C), pages 1-19.
    15. Mun, Melissa & Brooks, Robert, 2012. "The roles of news and volatility in stock market correlations during the global financial crisis," Emerging Markets Review, Elsevier, vol. 13(1), pages 1-7.
    16. Ibáñez, Ana María & Moya, Andrés, 2010. "Vulnerability of Victims of Civil Conflicts: Empirical Evidence for the Displaced Population in Colombia," World Development, Elsevier, vol. 38(4), pages 647-663, April.
    17. 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.
    18. 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.
    19. Michael Melvin & Vincentiu Covrig, "undated". "Asymmetric Information and Price Discovery in the FX Market: Does Tokyo Know More About the Yen?," Working Papers 2132855, Department of Economics, W. P. Carey School of Business, Arizona State University.
    20. Smales, Lee A., 2015. "Asymmetric volatility response to news sentiment in gold futures," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 34(C), pages 161-172.
    21. Covrig, Vicentiu & Melvin, Michael, 2002. "Asymmetric information and price discovery in the FX market: does Tokyo know more about the yen?," Journal of Empirical Finance, Elsevier, vol. 9(3), pages 271-285, August.
    22. Di Maio, Michele & Nandi, Tushar K., 2013. "The effect of the Israeli–Palestinian conflict on child labor and school attendance in the West Bank," Journal of Development Economics, Elsevier, vol. 100(1), pages 107-116.
    23. Mehmet Yaya, 2009. "Terrorism And Tourism: The Case Of Turkey," Defence and Peace Economics, Taylor & Francis Journals, vol. 20(6), pages 477-497.
    24. Syed Mujahid Hussain & Timo Korkeamäki & Danielle Xu & Ashfaque Hasan Khan, 2015. "What Drives Stock Market Growth? A Case of a Volatile Emerging Economy," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 51(1), pages 209-223, January.
    25. Enders, Walter & Sandler, Todd, 1996. "Terrorism and Foreign Direct Investment in Spain and Greece," Kyklos, Wiley Blackwell, vol. 49(3), pages 331-352.
    26. Claudio Bonilla & Harold Contreras & Jean Sepúlveda, 2014. "Financial Markets and Politics: The Piñera Effect on the Chilean Capital Market," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(S1), pages 121-133.
    27. 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.
    28. Amihud, Yakov & Wohl, Avi, 2004. "Political news and stock prices: The case of Saddam Hussein contracts," Journal of Banking & Finance, Elsevier, vol. 28(5), pages 1185-1200, May.
    29. Nitsch, Volker & Schumacher, Dieter, 2004. "Terrorism and international trade: an empirical investigation," European Journal of Political Economy, Elsevier, vol. 20(2), pages 423-433, June.
    30. Bahar Araz-Takay & K. Peren Arin & Tolga Omay, 2009. "The Endogenous And Non-Linear Relationship Between Terrorism And Economic Performance: Turkish Evidence," Defence and Peace Economics, Taylor & Francis Journals, vol. 20(1), pages 1-10.
    31. Rafael Llorca-Vivero, 2008. "Terrorism And International Tourism: New Evidence," Defence and Peace Economics, Taylor & Francis Journals, vol. 19(2), pages 169-188.
    32. 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.
    33. Mensi, Walid & Hammoudeh, Shawkat & Reboredo, Juan Carlos & Nguyen, Duc Khuong, 2014. "Do global factors impact BRICS stock markets? A quantile regression approach," Emerging Markets Review, Elsevier, vol. 19(C), pages 1-17.
    34. Carroll, Rachael & Kearney, Colm, 2015. "Testing the mixture of distributions hypothesis on target stocks," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 39(C), pages 1-14.
    35. Walter Enders & Todd Sandler, 1996. "Terrorism and Foreign Direct Investment in Spain and Greece," Kyklos, Wiley Blackwell, vol. 49(3), pages 331-352, August.
    36. Ching-Ping Wang & Hung-Hsi Huang & Yong-Wei Chen, 2012. "Investor SAD Sentiment and Stock Returns in Taiwan," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 48(0), pages 40-57, July.
    37. Gates, Scott & Hegre, Håvard & Nygård, Håvard Mokleiv & Strand, Håvard, 2012. "Development Consequences of Armed Conflict," World Development, Elsevier, vol. 40(9), pages 1713-1722.
    38. Carlos Barros & Guglielmo Maria Caporale & Luis Gil-Alana, 2009. "Basque Terrorism: Police Action, Political Measures And The Influence Of Violence On The Stock Market In The Basque Country," Defence and Peace Economics, Taylor & Francis Journals, vol. 20(4), pages 287-301.
    39. Mansour, Hani & Rees, Daniel I., 2012. "Armed conflict and birth weight: Evidence from the al-Aqsa Intifada," Journal of Development Economics, Elsevier, vol. 99(1), pages 190-199.
    40. Fernando Díaz Hurtado & Fernando Lefort, 2015. "External Conditions, the Evolution of Financial Risks, and the Informational Content of Stock Prices: The Case of Chile," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 51(S1), pages 42-57, January.
    41. Civilize, Sireethorn & Wongchoti, Udomsak & Young, Martin, 2015. "Military regimes and stock market performance," Emerging Markets Review, Elsevier, vol. 22(C), pages 76-95.
    42. 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.
    43. Apergis, Nicholas, 2015. "Financial portfolio choice: Do business cycle regimes matter? Panel evidence from international household surveys," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 34(C), pages 14-27.
    44. Yigit Atilgan & K. Ozgur Demirtas & Koray D. Simsek, 2015. "Studies of Equity Returns in Emerging Markets: A Literature Review," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 51(4), pages 757-773, July.
    45. Konstantinos Drakos & Ali M. Kutan, 2003. "Regional Effects of Terrorism on Tourism in Three Mediterranean Countries," Journal of Conflict Resolution, Peace Science Society (International), vol. 47(5), pages 621-641, October.
    46. 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.
    47. 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.
    48. Fafchamps, Marcel & Vicente, Pedro C., 2013. "Political violence and social networks: Experimental evidence from a Nigerian election," Journal of Development Economics, Elsevier, vol. 101(C), pages 27-48.
    49. 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.
    50. 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.
    51. 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.
    52. 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.
    53. Janus, Thorsten, 2012. "Natural resource extraction and civil conflict," Journal of Development Economics, Elsevier, vol. 97(1), pages 24-31.
    54. Martinez, Lisana B. & Terceño, Antonio & Teruel, Mercedes, 2013. "Sovereign bond spreads determinants in Latin American countries: Before and during the XXI financial crisis," Emerging Markets Review, Elsevier, vol. 17(C), pages 60-75.
    55. 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.
    56. 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. Cuizhen Niu & Wing-Keung Wong & Qunfang Xu, 2017. "Kappa ratios and (higher-order) stochastic dominance," Risk Management, Palgrave Macmillan, vol. 19(3), pages 245-253, August.
    2. Christopher A. Hartwell & Paul M. Vaaler, 2023. "The Price of Empire: Unrest Location and Sovereign Risk in Tsarist Russia," Papers 2309.06885, arXiv.org, revised Nov 2023.
    3. Bickley, Steve J. & Brumpton, Martin & Chan, Ho Fai & Colthurst, Richard & Torgler, Benno, 2021. "The stabilizing effect of social distancing: Cross-country differences in financial market response to COVID-19 pandemic policies," Research in International Business and Finance, Elsevier, vol. 58(C).
    4. Irshad Hira & Taib Hasniza Mohd & Hussain Haroon & Hussain Rana Yassir, 2023. "Conventional and Islamic Equity Market Reaction Towards Terrorism: Evidence Based on Target Types, Location and Islamic Calendar Months," Studia Universitatis „Vasile Goldis” Arad – Economics Series, Sciendo, vol. 33(4), pages 70-116, December.
    5. 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.

    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. 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.
    2. 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).
    3. 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.
    4. Amar Iqbal Anwar & Mazhar Mughal, 2013. "Foreign Financial Flows and Terrorism In Developing Countries," Working papers of CATT hal-01885149, HAL.
    5. 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.
    6. 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.
    7. Mehmet Yaya, 2009. "Terrorism And Tourism: The Case Of Turkey," Defence and Peace Economics, Taylor & Francis Journals, vol. 20(6), pages 477-497.
    8. Gardeazabal, Javier, 2010. "Methods for Measuring Aggregate Costs of Conflict," DFAEII Working Papers 1988-088X, University of the Basque Country - Department of Foundations of Economic Analysis II.
    9. Fırat Bilgel & Burhan Can Karahasan, 2017. "The Economic Costs of Separatist Terrorism in Turkey," Journal of Conflict Resolution, Peace Science Society (International), vol. 61(2), pages 457-479, February.
    10. Ruiz Estrada, Mario Arturo & Koutronas, Evangelos, 2016. "Terrorist attack assessment: Paris November 2015 and Brussels March 2016," Journal of Policy Modeling, Elsevier, vol. 38(3), pages 553-571.
    11. 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.
    12. Amar Iqbal Anwar & Mazhar Mughal, 2013. "Foreign Financial Flows and Terrorism In Developing Countries," Working Papers hal-01885149, HAL.
    13. Shoham Amir & Rosenboim Mosi & Malul Miki & Saadon Yossi, 2011. "Core and Periphery -- The Dual Effect of Terror," Peace Economics, Peace Science, and Public Policy, De Gruyter, vol. 17(1), pages 1-15, September.
    14. Thomas Gries & Tim Krieger & Daniel Meierrieks, 2011. "Causal Linkages Between Domestic Terrorism and Economic Growth," Defence and Peace Economics, Taylor & Francis Journals, vol. 22(5), pages 493-508, June.
    15. Shahbaz, Muhammad & Shabbir, Muhammad Shahbaz & Malik, Muhammad Nasir & Wolters, Mark Edward, 2013. "An analysis of a causal relationship between economic growth and terrorism in Pakistan," Economic Modelling, Elsevier, vol. 35(C), pages 21-29.
    16. Khusrav Gaibulloev, 2008. "The Impact of Terrorism and Conflicts on Growth in Asia, 1970–2004," Working Papers id:1789, eSocialSciences.
    17. 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.
    18. 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).
    19. Muhammad, Shahbaz & Muhammad, Nasir Malik & Muhammad, Shahbaz Shabbir, 2011. "Does economic growth cause terrorism in Pakistan?," MPRA Paper 35101, University Library of Munich, Germany, revised 30 Nov 2011.

    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:pal:risman:v:18:y:2016:i:2:d:10.1057_s41283-016-0003-7. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.palgrave.com .

    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.