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Comparative analysis of precious metals as hedges for clean energy stocks

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  • Li, Huijing
  • Fu, Chengbo
  • Hashemishahraki, Soleiman
  • Wang, Xiaohong (Sara)

Abstract

This study investigates the dynamic interactions between clean-energy subsectors and precious metals. Using a comprehensive dataset from 2014 to 2024, we apply the Diebold and Yilmaz (2012) volatility spillover framework alongside the Dynamic Conditional Correlation Generalized Autoregressive Conditional Heteroskedasticity (DCC-GARCH) model. The analysis reveals pronounced volatility transmissions within and between clean-energy sectors and precious metals. Precious metals, especially gold, serve as cost-effective hedges against clean-energy equities, with hedging effectiveness varying over time and across sectors. Correlation results show that gold maintains stable positive associations with US and Canadian interest rates, reinforcing its hedging potential during periods of economic uncertainty in North American markets. Conversely, weak or negative correlations with Japanese and Chinese rates suggest regional differences in hedging effectiveness. The study also highlights how global events—such as the COVID-19 pandemic and the Russia–Ukraine conflict, significantly influenced market connectedness and hedge performance, especially during periods of heightened uncertainty. These findings provide insight into the role of precious metals in clean-energy portfolio risk management, offering practical implications for investors seeking diversification strategies under volatile market conditions. By accounting for sector-specific behavior and time-varying correlations, the study enhances our understanding of hedging strategies in the clean-energy–commodity nexus.

Suggested Citation

  • Li, Huijing & Fu, Chengbo & Hashemishahraki, Soleiman & Wang, Xiaohong (Sara), 2025. "Comparative analysis of precious metals as hedges for clean energy stocks," Finance Research Letters, Elsevier, vol. 86(PF).
    • Handle: RePEc:eee:finlet:v:86:y:2025:i:pf:s1544612325020124
    DOI: 10.1016/j.frl.2025.108758
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    References listed on IDEAS

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    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. Sadorsky, Perry, 2012. "Modeling renewable energy company risk," Energy Policy, Elsevier, vol. 40(C), pages 39-48.
    3. Elie, Bouri & Naji, Jalkh & Dutta, Anupam & Uddin, Gazi Salah, 2019. "Gold and crude oil as safe-haven assets for clean energy stock indices: Blended copulas approach," Energy, Elsevier, vol. 178(C), pages 544-553.
    4. Yosra Ghabri & Luu Duc Toan Huynh & Muhammad Ali Nasir, 2024. "Volatility spillovers, hedging and safe‐havens under pandemics: All that glitters is not gold!," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 29(2), pages 1318-1344, April.
    5. Kocaarslan, Baris & Soytas, Ugur, 2019. "Dynamic correlations between oil prices and the stock prices of clean energy and technology firms: The role of reserve currency (US dollar)," Energy Economics, Elsevier, vol. 84(C).
    6. Matthew Hood & Farooq Malik, 2013. "Is gold the best hedge and a safe haven under changing stock market volatility?," Review of Financial Economics, John Wiley & Sons, vol. 22(2), pages 47-52, April.
    7. Gong, Xu & Fu, Chengbo & Li, Huijing & Pirabi, Mansoor, 2024. "The impact of U.S. political decisions on renewable and fossil energy companies in the era of the Paris Agreement," Finance Research Letters, Elsevier, vol. 69(PA).
    8. Kroner, Kenneth F. & Sultan, Jahangir, 1993. "Time-Varying Distributions and Dynamic Hedging with Foreign Currency Futures," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 28(4), pages 535-551, December.
    9. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    10. Erdoğan, Seyfettin & Gedikli, Ayfer & Çevik, Emrah İsmail & Erdoğan, Fatma & Çevik, Emre, 2022. "Precious metals as safe-haven for clean energy stock investment: Evidence from nonparametric Granger causality in distribution test," Resources Policy, Elsevier, vol. 79(C).
    11. Arouri, Mohamed El Hedi & Lahiani, Amine & Nguyen, Duc Khuong, 2011. "Return and volatility transmission between world oil prices and stock markets of the GCC countries," Economic Modelling, Elsevier, vol. 28(4), pages 1815-1825, July.
    12. Hood, Matthew & Malik, Farooq, 2013. "Is gold the best hedge and a safe haven under changing stock market volatility?," Review of Financial Economics, Elsevier, vol. 22(2), pages 47-52.
    13. Umar, Muhammad & Farid, Saqib & Naeem, Muhammad Abubakr, 2022. "Time-frequency connectedness among clean-energy stocks and fossil fuel markets: Comparison between financial, oil and pandemic crisis," Energy, Elsevier, vol. 240(C).
    14. Noureddine Benlagha & Wafa Abdelmalek, 2024. "Dynamic connectedness between energy and agricultural commodities: insights from the COVID-19 pandemic and Russia–Ukraine conflict," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 14(3), pages 781-825, September.
    15. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    16. Koop, Gary & Pesaran, M. Hashem & Potter, Simon M., 1996. "Impulse response analysis in nonlinear multivariate models," Journal of Econometrics, Elsevier, vol. 74(1), pages 119-147, September.
    17. Francis X. Diebold & Kamil Yilmaz, 2009. "Measuring Financial Asset Return and Volatility Spillovers, with Application to Global Equity Markets," Economic Journal, Royal Economic Society, vol. 119(534), pages 158-171, January.
    18. Li, Huijing & Clancey-Shang, Danjue & Fu, Chengbo & Li, Tianze, 2025. "Does the world need more traditional energy? A comparative analysis of ESG activities, free cash flow, and capital market implications," International Review of Financial Analysis, Elsevier, vol. 99(C).
    19. Kroner, Kenneth F & Ng, Victor K, 1998. "Modeling Asymmetric Comovements of Asset Returns," The Review of Financial Studies, Society for Financial Studies, vol. 11(4), pages 817-844.
    20. Xinling Liu & Binjie Wang & Jianhao Xue & Qunwei Wang & Xingyu Dai & Xuan-Hoa Nghiem, 2025. "Clean energy stock returns forecasting using a large number of predictors: which play important roles?," China Finance Review International, Emerald Group Publishing Limited, vol. 15(2), pages 247-276, May.
    21. Gustafsson, Robert & Dutta, Anupam & Bouri, Elie, 2022. "Are energy metals hedges or safe havens for clean energy stock returns?," Energy, Elsevier, vol. 244(PA).
    22. Diebold, Francis X. & Yilmaz, Kamil, 2012. "Better to give than to receive: Predictive directional measurement of volatility spillovers," International Journal of Forecasting, Elsevier, vol. 28(1), pages 57-66.
    23. Yingyue Sun & Yu Wei & Yizhi Wang, 2024. "Do green economy stocks matter for the carbon and energy markets? Evidence of connectedness effects and hedging strategies," China Finance Review International, Emerald Group Publishing Limited, vol. 14(4), pages 666-693, August.
    24. Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
    25. Sadorsky, Perry, 2012. "Correlations and volatility spillovers between oil prices and the stock prices of clean energy and technology companies," Energy Economics, Elsevier, vol. 34(1), pages 248-255.
    26. Merve Coskun, 2023. "Dynamic correlations and volatility spillovers between subsectoral clean‐energy stocks and commodity futures markets: A hedging perspective," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 43(12), pages 1727-1749, December.
    27. Gong, Xu & Song, Yijie & Fu, Chengbo & Li, Huijing, 2023. "Climate risk and stock performance of fossil fuel companies: An international analysis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 89(C).
    28. Capie, Forrest & Mills, Terence C. & Wood, Geoffrey, 2005. "Gold as a hedge against the dollar," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 15(4), pages 343-352, October.
    29. Thanh Nguyen & Son Nghiem & Anh-Tuan Doan, 2025. "Energy diversification, financial development and economic development: an examination of convergence in OECD countries," China Finance Review International, Emerald Group Publishing Limited, vol. 15(2), pages 337-362, March.
    30. Mensi, Walid & Aslan, Aylin & Vo, Xuan Vinh & Kang, Sang Hoon, 2023. "Time-frequency spillovers and connectedness between precious metals, oil futures and financial markets: Hedge and safe haven implications," International Review of Economics & Finance, Elsevier, vol. 83(C), pages 219-232.
    31. Semeyutin, Artur & Downing, Gareth, 2022. "Co-jumps in the U.S. interest rates and precious metals markets and their implications for investors," International Review of Financial Analysis, Elsevier, vol. 81(C).
    32. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
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    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth

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