Cryptocurrency Price Volatility and Safe-Haven Properties During Geopolitical Shocks
DOI:
https://doi.org/10.14419/7gaqns07Published
30-04-2026Keywords:
Cryptocurrency; Volatility; Safe-Haven Assets; Geopolitical Shocks; TVP-VARAbstract
This study investigates the impact and spillover effects on major cryptocurrencies, namely Bitcoin (BTC), Ethereum (ETH) and Tether (USDT) amid geopolitical shocks, employing a Vector Autoregressive, Granger Causality, Variance Decomposition and to test the spillover impact, the approach Time-Varying Parameter Vector Autoregression (TVP-VAR) model is implemented. Drawing on daily data from November 25th, 2019, to September 19th, 2025, we incorporate traditional safe-haven proxies (GC.F) and risky assets (CL.F); global equi-ty (URTH) and benchmarks like the (VIX) volatility index, Economic Policy Uncertainty (EPU) index. Our findings reveal that BTC and ETH exhibit time-varying hedge properties during low-to-moderate volatile episodes but fail as safe havens during extreme shocks. USDT demonstrates superior stability as a digital safe-haven. Policy implications underscore the maturation of crypto markets for portfolio diversification, contingent on shock intensity.
References
Attarzadeh, A., et al. (2022). On the dynamic return and volatility connectedness.
Banerjee, A.K., et al. (2022). Nonlinear nexus between crypto returns. https://doi.org/10.3390/jrfm15080365.
Barnett, L., et al. (2009). Transfer entropy comparison. https://doi.org/10.1016/j.physa.2009.08.004.
Baur, D.G., Lucey, B.M. (2010). Hedge vs. safe haven definitions. https://doi.org/10.1007/s10663-010-9123-6.
Baur, D.G., McDermott, T.K. (2010). Safe haven assets.
Bibi, R., et al. (2025). ESG leaders and crypto currency market.
Bouri, E., et al. (2017 & 2018). Bitcoin’s hedging effectiveness. https://doi.org/10.1016/j.econmod.2017.09.022.
Bouri, E., et al. (2017). Bitcoin’s dynamic conditional correlation. https://doi.org/10.1016/j.econmod.2017.09.022.
Cao, G., et al. (2022). TVP-VAR based connectedness approach.
Cataron, A., Andonie, D. (2018). Information flows in crypto. https://doi.org/10.1016/j.physa.2018.09.107.
Chemkha, R., et al. (2021). Hedge and safe haven properties during COVID-19. https://doi.org/10.1016/j.qref.2021.07.006.
Doblas, M.P. (2023). The Granger Causality of Bahrain Stocks, Bitcoin, and Other Commodity Assets: Dynamic Effects. IGI Global. https://doi.org/10.4018/IJBAN.322304.
Ferchichi, M., et al. (2025). Economic and Geopolitical Shocks and Their Influence. https://doi.org/10.5539/ijef.v17n4p31.
Gao, X., & Nardari, F. (2018). Time-varying correlations and portfolio strategies. Journal of Banking & Finance, 90, 1-15.
Hong, Y., et al. (2025). Geopolitical risk and crude oil markets.
Investing.com (2025, September 19th). Bitcoin as a Safe Haven: Short-Term Resilience, Long-Term Limitations. https://www.investing.com/analysis/bitcoin-as-a-safe-haven-shortterm-resilience-longterm-limitations-200667217
JFRC. (2024). Cryptocurrency market responses to the Fed’s quantitative easing. Journal of Financial Regulation and Compliance. https://doi.org/10.1108/JFRC-12-2024-0261.
Khan, F. M., & Azam, M. K. (2023). Chatbots in hospitality and tourism: a bibliometric synthesis of evidence. Journal of the Academy of Business and Emerging Markets, 2023(2), 29–40. https://doi.org/10.5281/zenodo.10183134
Khan, F. M., Khan, A., Ahmed, S. S., Naz, A., Salim, M., Zaheer, A., & Rashid, U. (2025). The Machiavellian, Narcissistic, and Psychopathic Con-sumers: A Systematic Review of Dark Triad. International Journal of Consumer Studies, 49(2), 1–38. https://doi.org/10.1111/ijcs.70018
Khan, F. M., Rasul, T., Ahmed, S. S., Ladeira, W. J., Santini, F. de O., Azhar, M., & Khan, M. (2026). Cultural Values in Consumer‐Centric Re-search: A Hybrid Review Exploring Trends, Structure, and Future Research Trajectories. Global Business and Organizational Excellence, 45(3), 341–383. https://doi.org/10.1002/joe.70012
Liu, Y., Tsyvinski, A. (2020). Crypto asset exposures. https://doi.org/10.1016/j.econmod.2020.07.019.
Long, H. (2022). Is geopolitical risk priced in the cross-section of cryptocurrencies? Finance Research Letters, 48, 102854. https://doi.org/10.1016/j.frl.2022.103131.
Marschinski, R., Kantz, H. (2002). Transfer entropy in stocks.
Melki, A. (2022). Tracking safe haven properties of cryptocurrencies during COVID-19. https://doi.org/10.1016/j.frl.2021.102243.
Mo, B. (2025). Cryptocurrencies as safe havens for geopolitical risk? A dynamic analysis. Journal of International Financial Markets, Institutions & Money. https://doi.org/10.1016/j.najef.2025.102439.
Moldovan, D., et al. (2020). TE in crypto assets.
Moni, M., et al. (2025). Unveiling the interdependency of cryptocurrency and gold.
Panagiotidis, T., et al. (2018). Information demand drivers.
Petti, M., & Sergio, L. (2024). The Impact of Geopolitical Risks on Bitcoin Volume Growth. arXiv.
Platanakis, E., Urquhart, A. (2019). Bitcoin in portfolios. https://doi.org/10.1016/j.frl.2019.01.010.
Platanakis, E., Urquhart, A. (2021). Diversification in cryptocurrencies. https://doi.org/10.1016/j.frl.2021.101926.
Quantile Granger causality in cryptocurrencies.
Sarker, P.K., et al. (2022). Bitcoin and inflation.
Sarker, P.K., et al. (2022). Co-movement and Granger causality.
Sensoy, A., et al. (2014). Nonlinear causality in financial markets. https://doi.org/10.1016/j.physa.2014.04.023.
Urquhart, A. (2019). Is Bitcoin a hedge or safe-haven for currencies? https://doi.org/10.2139/ssrn.3114108.
Ustaoglu, E. (2022). Safe-haven properties and portfolio applications of Bitcoin and Ethereum.
Wan, Q., Wu, H., et al. (2024). Risk transmission in oil and crypto.
Wavelet Analysis of Cryptocurrencies. SSRN. https://doi.org/10.2139/ssrn.5029223.
Yae, J. (2024). Volatile safe-haven asset: Evidence from Bitcoin. Journal of Financial Markets, 65, 100530. https://doi.org/10.1016/j.jfs.2024.101285.
Yousaf, et al. (2025). TVP-VAR and impulse response.
Zhang, et al. (2023). Geopolitical Risk and Volatility in Emerging Markets. Finance Research Letters, 54, 102498.
Zhang, X. (2024). A study of the impact of cryptocurrency price volatility on the stock and gold markets. Finance Research Letters, 55, 102696. https://doi.org/10.1016/j.frl.2024.106114.
