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Geopolitical threats, equity returns, and optimal hedging

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  • Ali, Syed Riaz Mahmood
  • Anik, Kaysul Islam
  • Hasan, Mohammad Nurul
  • Kamal, Md Rajib

Abstract

In this paper, we demonstrate that the U.S. equity market and a few specific sectors produce significantly positive returns during high geopolitical threats, even with the presence of standard controls, whereas other major markets around the world fail to exhibit such results. We use the geopolitical threats (GPT) index of Caldara and Iacoviello (2022). We extend our study by examining the equity returns during extremely high geopolitical threats and find the results significantly positive for the U.S. equity market and two specific sectors- information technology and financials. The results of our investigation are likewise supported by the lead-lag regression and the Markov regime-switching model. Our results are robust in the presence of various alternative measures of market uncertainty indices, for instance, economic policy uncertainty, economic uncertainty, macroeconomic uncertainty etc., on a daily basis. However, the return on equity was not robust when conditional volatility and monthly frequency were considered. We also investigate and find the optimal hedging implications for investors during the presence of geopolitical threats. We find a considerable hedge alternative between the US market and gold and further explore how Geopolitical threats affect Gold and different US sectoral Exchange-traded funds (ETFs).

Suggested Citation

  • Ali, Syed Riaz Mahmood & Anik, Kaysul Islam & Hasan, Mohammad Nurul & Kamal, Md Rajib, 2023. "Geopolitical threats, equity returns, and optimal hedging," International Review of Financial Analysis, Elsevier, vol. 90(C).
  • Handle: RePEc:eee:finana:v:90:y:2023:i:c:s1057521923003514
    DOI: 10.1016/j.irfa.2023.102835
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    References listed on IDEAS

    as
    1. Dirk G. Baur & Brian M. Lucey, 2010. "Is Gold a Hedge or a Safe Haven? An Analysis of Stocks, Bonds and Gold," The Financial Review, Eastern Finance Association, vol. 45(2), pages 217-229, May.
    2. Dario Caldara & Matteo Iacoviello, 2022. "Measuring Geopolitical Risk," American Economic Review, American Economic Association, vol. 112(4), pages 1194-1225, April.
    3. Salisu, Afees A. & Ndako, Umar B. & Akanni, Lateef O., 2020. "New evidence for the inflation hedging potential of US stock returns," Finance Research Letters, Elsevier, vol. 37(C).
    4. Jinliang Li & Jeffery A. Born, 2006. "Presidential Election Uncertainty And Common Stock Returns In The United States," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 29(4), pages 609-622, December.
    5. Mehmet Balcilar & Rangan Gupta & Christian Pierdzioch & Mark E. Wohar, 2018. "Terror attacks and stock-market fluctuations: evidence based on a nonparametric causality-in-quantiles test for the G7 countries," The European Journal of Finance, Taylor & Francis Journals, vol. 24(4), pages 333-346, March.
    6. Reboredo, Juan C., 2013. "Is gold a safe haven or a hedge for the US dollar? Implications for risk management," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 2665-2676.
    7. Jussi Nikkinen & Sami Vähämaa, 2010. "Terrorism and Stock Market Sentiment," The Financial Review, Eastern Finance Association, vol. 45(2), pages 263-275, May.
    8. Salisu, Afees A. & Raheem, Ibrahim D. & Vo, Xuan Vinh, 2021. "Assessing the safe haven property of the gold market during COVID-19 pandemic," International Review of Financial Analysis, Elsevier, vol. 74(C).
    9. Kamal, Md Rajib & Ahmed, Shaker & Hasan, Mostafa Monzur, 2023. "The impact of the Russia-Ukraine crisis on the stock market: Evidence from Australia," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    10. Nelson, Daniel B, 1991. "Conditional Heteroskedasticity in Asset Returns: A New Approach," Econometrica, Econometric Society, vol. 59(2), pages 347-370, March.
    11. Bryan Kelly & Ľuboš Pástor & Pietro Veronesi, 2016. "The Price of Political Uncertainty: Theory and Evidence from the Option Market," Journal of Finance, American Finance Association, vol. 71(5), pages 2417-2480, October.
    12. Lubos Pástor & Pietro Veronesi, 2012. "Uncertainty about Government Policy and Stock Prices," Journal of Finance, American Finance Association, vol. 67(4), pages 1219-1264, August.
    13. Smales, Lee A., 2014. "News sentiment in the gold futures market," Journal of Banking & Finance, Elsevier, vol. 49(C), pages 275-286.
    14. Kyle Jurado & Sydney C. Ludvigson & Serena Ng, 2015. "Measuring Uncertainty," American Economic Review, American Economic Association, vol. 105(3), pages 1177-1216, March.
    15. Malcolm Baker & Jeffrey Wurgler, 2006. "Investor Sentiment and the Cross‐Section of Stock Returns," Journal of Finance, American Finance Association, vol. 61(4), pages 1645-1680, August.
    16. Pástor, Ľuboš & Veronesi, Pietro, 2013. "Political uncertainty and risk premia," Journal of Financial Economics, Elsevier, vol. 110(3), pages 520-545.
    17. Boubaker, Sabri & Goodell, John W. & Pandey, Dharen Kumar & Kumari, Vineeta, 2022. "Heterogeneous impacts of wars on global equity markets: Evidence from the invasion of Ukraine," Finance Research Letters, Elsevier, vol. 48(C).
    18. 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.
    19. Harry Markowitz, 1952. "The Utility of Wealth," Journal of Political Economy, University of Chicago Press, vol. 60(2), pages 151-151.
    20. Longin, Francois & Solnik, Bruno, 1995. "Is the correlation in international equity returns constant: 1960-1990?," Journal of International Money and Finance, Elsevier, vol. 14(1), pages 3-26, February.
    21. 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.
    22. Malcolm Baker & Jeffrey Wurgler, 2007. "Investor Sentiment in the Stock Market," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 129-152, Spring.
    23. Afees A. Salisu & Lukman Lasisi & Jean Paul Tchankam, 2022. "Historical geopolitical risk and the behaviour of stock returns in advanced economies," The European Journal of Finance, Taylor & Francis Journals, vol. 28(9), pages 889-906, June.
    24. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    25. Fratzscher, Marcel & Chudik, Alexander, 2012. "Liquidity, risk and the global transmission of the 2007-08 financial crisis and the 2010-2011 sovereign debt crisis," Working Paper Series 1416, European Central Bank.
    26. Li, Sile & Lucey, Brian M., 2017. "Reassessing the role of precious metals as safe havens–What colour is your haven and why?," Journal of Commodity Markets, Elsevier, vol. 7(C), pages 1-14.
    27. Pedro Santa‐Clara & Rossen Valkanov, 2003. "The Presidential Puzzle: Political Cycles and the Stock Market," Journal of Finance, American Finance Association, vol. 58(5), pages 1841-1872, October.
    28. Liu, Yang & Han, Liyan & Xu, Yang, 2021. "The impact of geopolitical uncertainty on energy volatility," International Review of Financial Analysis, Elsevier, vol. 75(C).
    29. Konstantinos Drakos, 2009. "Cross-Country Stock Market Reactions to Major Terror Events: The Role of Risk Perception," Economics of Security Working Paper Series 16, DIW Berlin, German Institute for Economic Research.
    30. Joscha Beckmann & Theo Berger & Robert Czudaj, 2019. "Gold price dynamics and the role of uncertainty," Quantitative Finance, Taylor & Francis Journals, vol. 19(4), pages 663-681, April.
    31. Choi, Sun-Yong, 2022. "Dynamic volatility spillovers between industries in the US stock market: Evidence from the COVID-19 pandemic and Black Monday," The North American Journal of Economics and Finance, Elsevier, vol. 59(C).
    32. Srinivas Nippani & W. Medlin, 2002. "The 2000 Presidential Election and the stock market," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 26(2), pages 162-169, June.
    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. Hamao, Yasushi & Masulis, Ronald W & Ng, Victor, 1990. "Correlations in Price Changes and Volatility across International Stock Markets," The Review of Financial Studies, Society for Financial Studies, vol. 3(2), pages 281-307.
    35. Joan C. Junkus & Cheng F. Lee, 1985. "Use of three stock index futures in hedging decisions," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 5(2), pages 201-222, June.
    36. Junttila, Juha & Pesonen, Juho & Raatikainen, Juhani, 2018. "Commodity market based hedging against stock market risk in times of financial crisis: The case of crude oil and gold," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 56(C), pages 255-280.
    37. Batten, Jonathan A. & Ciner, Cetin & Lucey, Brian M., 2010. "The macroeconomic determinants of volatility in precious metals markets," Resources Policy, Elsevier, vol. 35(2), pages 65-71, June.
    38. Koutmos, Gregory & Booth, G Geoffrey, 1995. "Asymmetric volatility transmission in international stock markets," Journal of International Money and Finance, Elsevier, vol. 14(6), pages 747-762, December.
    39. Bekaert, Geert & Harvey, Campbell R. & Lundblad, Christian T. & Siegel, Stephan, 2016. "Political risk and international valuation," Journal of Corporate Finance, Elsevier, vol. 37(C), pages 1-23.
    40. Jianping Mei & Limin Guo, 2004. "Political Uncertainty, Financial Crisis and Market Volatility," European Financial Management, European Financial Management Association, vol. 10(4), pages 639-657, December.
    41. Dimic, Nebojsa & Orlov, Vitaly & Piljak, Vanja, 2015. "The political risk factor in emerging, frontier, and developed stock markets," Finance Research Letters, Elsevier, vol. 15(C), pages 239-245.
    42. Ciner, Cetin & Gurdgiev, Constantin & Lucey, Brian M., 2013. "Hedges and safe havens: An examination of stocks, bonds, gold, oil and exchange rates," International Review of Financial Analysis, Elsevier, vol. 29(C), pages 202-211.
    43. 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.
    44. Baur, Dirk G. & Smales, Lee A., 2020. "Hedging geopolitical risk with precious metals," Journal of Banking & Finance, Elsevier, vol. 117(C).
    45. Umar, Muhammad & Su, Chi-Wei & Rizvi, Syed Kumail Abbas & Shao, Xue-Feng, 2021. "Bitcoin: A safe haven asset and a winner amid political and economic uncertainties in the US?," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    46. 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.
    47. Fratzscher, Marcel & Chudik, Alexander, 2012. "Liquidity, Risk and the Global Transmission of the 2007-08 Financial Crisis and the 2010-11 Sovereign Debt Crisis," CEPR Discussion Papers 8787, C.E.P.R. Discussion Papers.
    48. 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.
    49. Steven Jones & Kevin Banning, 2009. "US elections and monthly stock market returns," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 33(3), pages 273-287, July.
    50. Brandt, Michael W. & Gao, Lin, 2019. "Macro fundamentals or geopolitical events? A textual analysis of news events for crude oil," Journal of Empirical Finance, Elsevier, vol. 51(C), pages 64-94.
    51. Reboredo, Juan C., 2013. "Is gold a hedge or safe haven against oil price movements?," Resources Policy, Elsevier, vol. 38(2), pages 130-137.
    52. Ramchand, Latha & Susmel, Raul, 1998. "Volatility and cross correlation across major stock markets," Journal of Empirical Finance, Elsevier, vol. 5(4), pages 397-416, October.
    53. Mary Lindahl, 1992. "Minimum variance hedge ratios for stock index futures: Duration and expiration effects," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 12(1), pages 33-53, February.
    54. Robert Jennings & David Graham, 1987. "Systematic risk, dividend yield and the hedging performance of stock index futures," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 7(1), pages 1-13, February.
    55. Figlewski, Stephen, 1984. "Hedging Performance and Basis Risk in Stock Index Futures," Journal of Finance, American Finance Association, vol. 39(3), pages 657-669, July.
    56. Huang, Tao & Wu, Fei & Yu, Jing & Zhang, Bohui, 2015. "International political risk and government bond pricing," Journal of Banking & Finance, Elsevier, vol. 55(C), pages 393-405.
    57. Dirk Brounen & Jeroen Derwall, 2010. "The Impact of Terrorist Attacks on International Stock Markets," European Financial Management, European Financial Management Association, vol. 16(4), pages 585-598, September.
    58. Burcu Kapar & Steven Buigut, 2020. "Effect of Qatar diplomatic and economic isolation on Qatar stock market volatility: an event study approach," Applied Economics, Taylor & Francis Journals, vol. 52(55), pages 6022-6030, November.
    59. Choudhry, Taufiq, 2010. "World War II events and the Dow Jones industrial index," Journal of Banking & Finance, Elsevier, vol. 34(5), pages 1022-1031, May.
    60. Maria Boutchkova & Hitesh Doshi & Art Durnev & Alexander Molchanov, 2012. "Precarious Politics and Return Volatility," The Review of Financial Studies, Society for Financial Studies, vol. 25(4), pages 1111-1154.
    61. Martens, Martin & Poon, Ser-Huang, 2001. "Returns synchronization and daily correlation dynamics between international stock markets," Journal of Banking & Finance, Elsevier, vol. 25(10), pages 1805-1827, October.
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