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Impact of Russia-Ukraine war attention on cryptocurrency: Evidence from quantile dependence analysis

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  • Khalfaoui, Rabeh
  • Gozgor, Giray
  • Goodell, John W.

Abstract

Cryptocurrency values have recently fallen substantially. Why? We examine the impact of attention on the Russia-Ukraine War, proxied by Google Trends, on cryptocurrencies (and equity) to measure the returns coherences. Using quantile cross-spectral analysis and daily data for February 24, 2022–June 21, 2022, we observe that co-movements between War attention and cryptocurrencies depends on investment horizon and market state. Under bearish and normal (bull) markets, War attention negatively (positively) affects all cryptocurrencies in the short term. Results are consistent with cryptocurrency investors responding to War attention by seeking liquidity, with recent price falls explained as sell-offs by large holders.

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  • Khalfaoui, Rabeh & Gozgor, Giray & Goodell, John W., 2023. "Impact of Russia-Ukraine war attention on cryptocurrency: Evidence from quantile dependence analysis," Finance Research Letters, Elsevier, vol. 52(C).
  • Handle: RePEc:eee:finlet:v:52:y:2023:i:c:s1544612322005426
    DOI: 10.1016/j.frl.2022.103365
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    as
    1. Dario Caldara & Matteo Iacoviello, 2022. "Measuring Geopolitical Risk," American Economic Review, American Economic Association, vol. 112(4), pages 1194-1225, April.
    2. Saâdaoui, Foued & Ben Jabeur, Sami & Goodell, John W., 2022. "Causality of geopolitical risk on food prices: Considering the Russo–Ukrainian conflict," Finance Research Letters, Elsevier, vol. 49(C).
    3. Maghyereh, Aktham & Abdoh, Hussein, 2020. "Tail dependence between Bitcoin and financial assets: Evidence from a quantile cross-spectral approach," International Review of Financial Analysis, Elsevier, vol. 71(C).
    4. Boungou, Whelsy & Yatié, Alhonita, 2022. "The impact of the Ukraine–Russia war on world stock market returns," Economics Letters, Elsevier, vol. 215(C).
    5. Aslanidis, Nektarios & Bariviera, Aurelio F. & López, Óscar G., 2022. "The link between cryptocurrencies and Google Trends attention," Finance Research Letters, Elsevier, vol. 47(PA).
    6. Baumöhl, Eduard, 2019. "Are cryptocurrencies connected to forex? A quantile cross-spectral approach," Finance Research Letters, Elsevier, vol. 29(C), pages 363-372.
    7. Jiang, Yonghong & Lie, Jiayi & Wang, Jieru & Mu, Jinqi, 2021. "Revisiting the roles of cryptocurrencies in stock markets: A quantile coherency perspective," Economic Modelling, Elsevier, vol. 95(C), pages 21-34.
    8. 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).
    9. Buigut, Steven & Kapar, Burcu, 2020. "Effect of Qatar diplomatic and economic isolation on GCC stock markets: An event study approach," Finance Research Letters, Elsevier, vol. 37(C).
    10. Jiang, Yonghong & Wu, Lanxin & Tian, Gengyu & Nie, He, 2021. "Do cryptocurrencies hedge against EPU and the equity market volatility during COVID-19? – New evidence from quantile coherency analysis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 72(C).
    11. Kolaric, S. & Schiereck, D., 2016. "Are stock markets efficient in the face of fear? Evidence from the terrorist attacks in Paris and Brussels," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 80721, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    12. Conlon, Thomas & McGee, Richard, 2020. "Safe haven or risky hazard? Bitcoin during the Covid-19 bear market," Finance Research Letters, Elsevier, vol. 35(C).
    13. 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.
    14. Aysan, Ahmet Faruk & Demir, Ender & Gozgor, Giray & Lau, Chi Keung Marco, 2019. "Effects of the geopolitical risks on Bitcoin returns and volatility," Research in International Business and Finance, Elsevier, vol. 47(C), pages 511-518.
    15. Bash, Ahmad & Alsaifi, Khaled, 2019. "Fear from uncertainty: An event study of Khashoggi and stock market returns," Journal of Behavioral and Experimental Finance, Elsevier, vol. 23(C), pages 54-58.
    16. Goodell, John W. & Goutte, Stephane, 2021. "Co-movement of COVID-19 and Bitcoin: Evidence from wavelet coherence analysis," Finance Research Letters, Elsevier, vol. 38(C).
    17. Sergio Mariotti, 2022. "A warning from the Russian–Ukrainian war: avoiding a future that rhymes with the past," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 49(4), pages 761-782, December.
    18. 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.
    19. He, Yinghua & Nielsson, Ulf & Wang, Yonglei, 2017. "Hurting without hitting: The economic cost of political tension," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 51(C), pages 106-124.
    20. Jozef Baruník & Tobias Kley, 2019. "Quantile coherency: A general measure for dependence between cyclical economic variables," The Econometrics Journal, Royal Economic Society, vol. 22(2), pages 131-152.
    21. Kolaric, Sascha & Schiereck, Dirk, 2016. "Are stock markets efficient in the face of fear? Evidence from the terrorist attacks in Paris and Brussels," Finance Research Letters, Elsevier, vol. 18(C), pages 306-310.
    22. 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.
    23. Conlon, Thomas & Corbet, Shaen & McGee, Richard J., 2020. "Are cryptocurrencies a safe haven for equity markets? An international perspective from the COVID-19 pandemic," Research in International Business and Finance, Elsevier, vol. 54(C).
    24. 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.
    25. 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.
    26. Goodell, John W. & Goutte, Stephane, 2021. "Diversifying equity with cryptocurrencies during COVID-19," International Review of Financial Analysis, Elsevier, vol. 76(C).
    27. Sean Foley & Jonathan R Karlsen & Tālis J Putniņš, 2019. "Sex, Drugs, and Bitcoin: How Much Illegal Activity Is Financed through Cryptocurrencies?," Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1798-1853.
    28. 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.
    29. Choi, Sun-Yong, 2022. "Evidence from a multiple and partial wavelet analysis on the impact of geopolitical concerns on stock markets in North-East Asian countries," Finance Research Letters, Elsevier, vol. 46(PB).
    30. Dimic, Nebojsa & Orlov, Vitaly & Piljak, Vanja, 2016. "The effect of political risk on currency carry trades," Finance Research Letters, Elsevier, vol. 19(C), pages 75-78.
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