Krzysztof Echaust https://orcid.org/0000-0002-3855-256X , Agnieszka Lach https://orcid.org/0000-0002-2831-6336

© Krzysztof Echaust, Agnieszka Lach. Article available under the CC BY-SA 4.0 licence

ARTICLE

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ABSTRACT

The aim of this paper is to compare two alternative strategies for protecting a US stock market portfolio against market risk during four major stock market crashes: the Global Financial Crisis, the European Sovereign Debt Crisis, the COVID-19 pandemic and the Russia-Ukraine war. Hedging with the S&P 500 index futures is compared with investing in gold as a safe haven based on the risk minimisation criterion. The effectiveness of the protection strategies is verified for portfolios that differ in terms of the number of constituents which range from single-asset to well-diversified portfolios. The results vary depending on the specific crisis, portfolio size and time horizon. However, hedging with index futures tended to provide more effective long-term protection, particularly for larger portfolios.

KEYWORDS

hedging, safe haven, futures, gold, portfolio

JEL

G11, G13, C58

REFERENCES

Ali, S., Bouri, E., Czudaj, R. L., & Shahzad, S. J. H. (2020). Revisiting the valuable roles of commodities for international stock markets. Resources Policy, 66, 101603. http://dx.doi.org/10.1016/j.resourpol.2020.101603.

Anas, M., Bouri, E., & Shahzad, S. J. H. (2024). A bibliometric analysis of literature on hedge and safe haven assets. Journal of Economic Surveys, 39(5), 1852–1882. http://dx.doi.org/10.1111/joes.12677.

Banerjee, A. K., & Pradhan, H. (2024). Did precious metals serve as hedge and safe-haven alternatives to equity during the COVID-19 pandemic: New insights using a copula-based approach. Journal of Emerging Market Finance, 23(4), 399–423. https://doi.org/10.1177/09726527241251515.

Batten, J. A., Kinateder, H., Szilagyi, P .G., & Wagner, N. F. (2021). Hedging stocks with oil. Energy Economics, 93, 104422. http://dx.doi.org/10.1016/j.eneco.2019.06.007.

Baur, D. G., Hoang, L. T., & Hossain, M. Z. (2022). Is Bitcoin a hedge? How extreme volatility can destroy the hedge property. Finance Research Letters, 47(B), 102655. https://doi.org/10.1016/j.frl.2021.102655.

Baur, D. G., & Lucey, B. M. (2010). Is Gold a Hedge or a Safe Haven? An Analysis of Stocks, Bonds and Gold. The Financial Review, 45(2), 217–229. https://doi.org/10.1111/j.1540-6288.2010.00244.x.

Baur, D. G., & McDermott, T. K. (2010). Is gold a safe haven? International evidence. Journal of Banking & Finance, 34(8), 1886–1898. http://dx.doi.org/10.1016/j. jbankfin.2009.12.008 .

Beckmann, J., Berger, T., & Czudaj, R. (2015). Does gold act as a hedge or a safe haven for stocks? A smooth transition approach. Economic Modelling, 48, 16–24. http://dx.doi.org/10.1016/j.econmod.2014.10.044.

Będowska-Sójka, B., & Kliber, A. (2021). Is there one safe-haven for various turbulences? The evidence from gold, Bitcoin and Ether. The North American Journal of Economics and Finance, 56, 101390. https://doi.org/10.1016/j.najef.2021.101390.

Bollerslev, T. (1986). Generalized autoregressive conditional heteroskedasticity. Journal of Econometrics, 31(3), 307–327. http://dx.doi.org/10.1016/0304-4076(86)90063-1.

Boubaker, H., Cunado, J., Gil-Alana, L. A., & Gupta, R. (2020). Global crises and gold as a safe haven: Evidence from over seven and a half centuries of data. Physica A: Statistical Mechanics and its Applications, 540, 123093. http://dx.doi.org/10.1016/j.physa.2019.123093.

Cho, D., & Han, H. (2021). The tail behavior of safe haven currencies: A cross-quantilogram analysis. Journal of International Financial Markets, Institutions and Money, 70, 101257. http://dx.doi.org/10.1016/j.intfin.2020.101257.

Conlon, T., & McGee, R. (2020). Safe haven or risky hazard? Bitcoin during the COVID-19 bear market. Finance Research Letters, 35, 1–5. http://dx.doi.org/10.1016/j.frl.2020.101607.

Disli, M., Nagayev, R., Salim, K., Rizkiah, S .K., & Aysan, A. F. (2021). In search of safe haven assets during COVID-19 pandemic: An empirical analysis of different investor types. Research in International Business and Finance, 58, 1–24. http://dx.doi.org/10.1016/j.ribaf.2021.101461.

Dong, X., Li, C., & Yoon, S. M. (2021). How can investors build a better portfolio in small open economies? Evidence from Asia’s Four Little Dragons. The North American Journal of Economics and Finance, 58, 101500. http://dx.doi.org/10.1016/j.najef.2021.101500.

Drobetz, W., Schröder, H., & Tegtmeier, L. (2020). The role of catastrophe bonds in an international multi-asset portfolio: Diversifier, hedge, or safe haven?. Finance Research Letters, 33, 101198. http://dx.doi.org/10.1016/j.frl.2019.05.016.

Echaust, K., & Just, M. (2022). Is gold still a safe haven for stock markets? New insights through the tail thickness of portfolio return distributions. Research in International Business and Finance, 63, 1–19. http://dx.doi.org/10.1016/j.ribaf.2022.101788.

Echaust, K., Just, M., & Kliber, A. (2024). To hedge or not to hedge? Cryptocurrencies, gold and oil against stock market risk. International Review of Financial Analysis, 94, 103292. http://dx.doi.org/10.1016/j.irfa.2024.103292.

Echaust, K., Just, M., & Musti, S. (2026). Hedge and safe-haven assets for stock markets revisited: Evidence from the prospect theory. International Review of Economics and Finance, 108, 1–21. https://doi.org/10.1016/j.iref.2026.105300.

Ederington, L. H. (1979). The Hedging Performance of the New Futures Markets. The Journal of Finance, 34(1), 157–170. http://dx.doi.org/10.1111/j.1540-6261.1979.tb02077.x.

Elton, E. J., & Gruber, M. J. (1977). Risk Reduction and Portfolio Size: An Analytical Solution. The Journal of Business, 50(4), 415–437. https://doi.org/10.1086/295964.

Engle, R. (2002). Dynamic Conditional Correlation: A Simple Class of Multivariate Generalized Autoregressive Conditional Heteroskedasticity Models. Journal of Business &Economic Statistics, 20(3), 339–350. https://doi.org/10.1198/073500102288618487.

Eom, C., Kaizoji, T., Livan, G., & Scalas, E. (2021). Limitations of portfolio diversification through fat tails of the return distributions: Some empirical evidence. The North American Journal of Economics and Finance, 56, 101358. http://dx.doi.org/10.1016/j.najef.2020.101358.

Fałdziński, M., & Pietrzak, M. B. (2015). The multivariate DCC-GARCH model with interdependence among markets in conditional variances’ equations. Przegląd Statystyczny. Statistical Review, 62(4), 397–413. https://doi.org/10.5604/01.3001.0014.1763.

Forbes, K. J., & Rigobon, R. (2002). No contagion, only interdependence: Measuring stock market comovements. The Journal of Finance, 57(5), 2223–2261. https://doi.org/10.1111/00221082.00494.

Goodell, J. W., & Goutte, S. (2021). Diversifying equity with cryptocurrencies during COVID-19. International Review of Financial Analysis, 76, 101781. http://dx.doi.org/10.1016/j.irfa.2021.101781 .

Hafner, C. M., & Reznikova, O. (2012). On the estimation of dynamic conditional correlation models. Computational Statistics & Data Analysis, 56(11), 3533–3545. http://dx.doi.org/10.1016/j.csda.2010.09.022.

Ji, Q., Zhang, D., & Zhao, Y. (2020). Searching for safe-haven assets during the COVID-19 pandemic. International Review of Financial Analysis, 71, 1–10. https://doi.org/10.1016/j.irfa.2020.101526.

Just, M., & Echaust, K. (2024). Cryptocurrencies against stock market risk: New insights into hedging effectiveness. Research in International Business and Finance, 67(A), 1–26. http://dx.doi.org/10.1016/j.ribaf.2023.102134.

Klein, T. (2017). Dynamic correlation of precious metals and flight-to-quality in developed markets. Finance Research Letters, 23, 283–290. https://doi.org/10.1016/j.frl.2017.05.002.

Kliber, A., Marszałek, P., Musiałkowska, I., & Świerczyńska, K. (2019). Bitcoin: Safe haven, hedge or diversifier? Perception of bitcoin in the context of a country’s economic situation – A stochastic volatility approach. Physica A: Statistical Mechanics and its Applications, 524, 246–257. http://dx.doi.org/10.1016/j.physa.2019.04.145.

Latoszek, M., & Ślepaczuk, R. (2020). Does the inclusion of exposure to volatility into diversified portfolio improve the investment results? Portfolio construction from the perspective of a Polish investor. Economics and Business Review, 6(1), 46–81. https://doi.org/10.18559/ebr.2020.1.3.

Markowitz, H. (1952). Portfolio selection. The Journal of Finance, 7(1), 77–91. http://dx.doi.org/10.1111/j.1540-6261.1952.tb01525.x.

Michańków, J., Sakowski, P., & Ślepaczuk, R. (2023). Hedging Properties of Algorithmic Investment Strategies using Long Short-Term Memory and Time Series models for Equity Indices. https://arxiv.org/abs/2309.15640.

Mizerka, J., Stróżyńska-Szajek, A., & Mizerka, P. (2020). The role of Bitcoin on developed and emerging markets – on the basis of a Bitcoin users graph analysis. Finance Research Letters, 35, 1–8. https://doi.org/10.1016/j.frl.2020.101489.

Pisedtasalasai, A. (2021). Hedging stocks in crises and market downturns with gold and bonds: Industry analysis. Asian Economic and Financial Review, 11(1), 1–16. http://dx.doi.org/10.18488/JOURNAL.AEFR.2021.111.1.16.

Ryan, M., Corbet, S., & Oxley, L. (2024). Is gold always a safe haven?. Finance Research Letters, 64, 1–6. https://doi.org/10.1016/j.frl.2024.105438.

Sandoval, L., & Franca, I. D. P. (2012). Correlation of financial markets in times of crisis. Physica A: Statistical Mechanics and its Applications, 391(1–2), 187–208. https://doi.org/10.1016/j.physa.2011.07.023.

Siemaszkiewicz, K. (2023). Alternative investments during turbulent times – a comparison of dynamic relationship. Przegląd Statystyczny. Statistical Review, 69(3), 23–43. http://dx.doi.org/10.5604/01.3001.0016.2377.

Siemaszkiewicz, K., & Let, B. (2020). Looking for alternatives in times of market stress: A tail dependence between the european stock markets and bitcoin, gold and fine wine market. Czech Journal of Economics and Finance, 70(5), 407–430. https://doi.org/10.32065/cjef.2020.05.02.

Wen, X., & Cheng, H. (2018). Which is the safe haven for emerging stock markets, gold or the US dollar?. Emerging Markets Review, 35, 69–90. https://doi.org/10.1016/j.ememar.2017.12.006.

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