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Hedging the climate change risks of China's brown assets: Green assets or precious metals?

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  • Li, Jianfeng
  • Yao, Xiaoyang
  • Wang, Hui
  • Le, Wei

Abstract

A large discrepancy exists between the dire impact of climate change projected by most natural scientists and the modest estimates of damages calculated by mainstream economists. In this article, we first measure the climate risk, including the transition and physical risks, in China using textual analysis. Then, considering the heterogeneity of climate change's effect, we investigate the impact of climate risks on the brown and green assets of China (including price, volatility, and correlation) for the period from February 2012 to April 2022. In addition, the performance of China's green assets and international precious metal assets is examined in hedging the climate risk exposure of China's brown assets. The results reveal that transition and physical risks lead to contrary changes in the prices of brown and hedging assets. Transition risk causes the volatility of brown and green assets to change in the opposite direction, while physical risk causes the volatility of the two types of assets to change in the same direction. Under extreme climate risk conditions, the correlation between brown and hedging assets decreases. Finally, the findings show that the performance of international precious metals in hedging climate risk exposure is better than that of China's green equity assets.

Suggested Citation

  • Li, Jianfeng & Yao, Xiaoyang & Wang, Hui & Le, Wei, 2024. "Hedging the climate change risks of China's brown assets: Green assets or precious metals?," International Review of Economics & Finance, Elsevier, vol. 94(C).
  • Handle: RePEc:eee:reveco:v:94:y:2024:i:c:s1059056024004180
    DOI: 10.1016/j.iref.2024.103426
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    References listed on IDEAS

    as
    1. Faiella, Ivan & Lavecchia, Luciano & Michelangeli, Valentina & Mistretta, Alessandro, 2022. "A climate stress test on the financial vulnerability of Italian households and firms," Journal of Policy Modeling, Elsevier, vol. 44(2), pages 396-417.
    2. Robert F Engle & Stefano Giglio & Bryan Kelly & Heebum Lee & Johannes Stroebel, 2020. "Hedging Climate Change News," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1184-1216.
    3. Natalia Nehrebecka, 2021. "Climate Risk with Particular Emphasis on the Relationship with Credit-Risk Assessment: What We Learn from Poland," Energies, MDPI, vol. 14(23), pages 1-14, December.
    4. Campiglio, Emanuele, 2016. "Beyond carbon pricing: The role of banking and monetary policy in financing the transition to a low-carbon economy," Ecological Economics, Elsevier, vol. 121(C), pages 220-230.
    5. Lamperti, Francesco & Bosetti, Valentina & Roventini, Andrea & Tavoni, Massimo & Treibich, Tania, 2021. "Three green financial policies to address climate risks," Journal of Financial Stability, Elsevier, vol. 54(C).
    6. James B. Bushnell & Howard Chong & Erin T. Mansur, 2013. "Profiting from Regulation: Evidence from the European Carbon Market," American Economic Journal: Economic Policy, American Economic Association, vol. 5(4), pages 78-106, November.
    7. Simon Dietz & Alex Bowen & Charlie Dixon & Philip Gradwell, 2016. "‘Climate value at risk’ of global financial assets," Nature Climate Change, Nature, vol. 6(7), pages 676-679, July.
    8. Cepni, Oguzhan & Demirer, Riza & Rognone, Lavinia, 2022. "Hedging climate risks with green assets," Economics Letters, Elsevier, vol. 212(C).
    9. Phan, Dinh Hoang Bach & Tran, Vuong Thao & Ming, Tee Chwee & Le, Anh, 2022. "Carbon risk and corporate investment: A cross-country evidence," Finance Research Letters, Elsevier, vol. 46(PB).
    10. Darwin Choi & Zhenyu Gao & Wenxi Jiang, 2020. "Attention to Global Warming," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1112-1145.
    11. Le Ravalec, Mickaele & Rambaud, Alexandre & Blum, Véronique, 2022. "Taking climate change seriously: Time to credibly communicate on corporate climate performance," Ecological Economics, Elsevier, vol. 200(C).
    12. Vona, Francesco, 2023. "Managing the distributional effects of climate policies: A narrow path to a just transition," Ecological Economics, Elsevier, vol. 205(C).
    13. Sudheer Chava, 2014. "Environmental Externalities and Cost of Capital," Management Science, INFORMS, vol. 60(9), pages 2223-2247, September.
    14. Julian F Kölbel & Markus Leippold & Jordy Rillaerts & Qian Wang, 2021. "Ask BERT: How Regulatory Disclosure of Transition and Physical Climate Risks affects the CDS Term Structure," Swiss Finance Institute Research Paper Series 21-19, Swiss Finance Institute.
    15. Bernstein, Asaf & Gustafson, Matthew T. & Lewis, Ryan, 2019. "Disaster on the horizon: The price effect of sea level rise," Journal of Financial Economics, Elsevier, vol. 134(2), pages 253-272.
    16. Wang, Xinyue & Wang, Qing, 2021. "Research on the impact of green finance on the upgrading of China's regional industrial structure from the perspective of sustainable development," Resources Policy, Elsevier, vol. 74(C).
    17. Yao, Xiaoyang & He, Wenjing & Li, Jianfeng & Le, Wei, 2023. "Climate policy uncertainty through production networks: Evidence from the stock market," Economics Letters, Elsevier, vol. 233(C).
    18. Xu, Xin & An, Haizhong & Huang, Shupei & Jia, Nanfei & Qi, Yajie, 2024. "Measurement of daily climate physical risks and climate transition risks faced by China's energy sector stocks," International Review of Economics & Finance, Elsevier, vol. 93(PB), pages 625-640.
    19. Mats Andersson & Patrick Bolton & Frédéric Samama, 2016. "Hedging Climate Risk," Financial Analysts Journal, Taylor & Francis Journals, vol. 72(3), pages 13-32, May.
    20. Reboredo, Juan C. & Otero, Luis A., 2021. "Are investors aware of climate-related transition risks? Evidence from mutual fund flows," Ecological Economics, Elsevier, vol. 189(C).
    21. Bhattacherjee, Purba & Mishra, Sibanjan & Bouri, Elie & Wee, Jung Bum, 2024. "ESG, clean energy, and petroleum futures markets: Asymmetric return connectedness and hedging effectiveness," International Review of Economics & Finance, Elsevier, vol. 94(C).
    22. 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.
    23. Guo, Mengmeng & Kuai, Yicheng & Liu, Xiaoyan, 2020. "Stock market response to environmental policies: Evidence from heavily polluting firms in China," Economic Modelling, Elsevier, vol. 86(C), pages 306-316.
    24. Philipp Krueger & Zacharias Sautner & Laura T Starks, 2020. "The Importance of Climate Risks for Institutional Investors," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1067-1111.
    25. Justin Murfin & Matthew Spiegel & Jose Scheinkman, 2020. "Is the Risk of Sea Level Rise Capitalized in Residential Real Estate?," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1217-1255.
    26. Trinks, Arjan & Mulder, Machiel & Scholtens, Bert, 2020. "An Efficiency Perspective on Carbon Emissions and Financial Performance," Ecological Economics, Elsevier, vol. 175(C).
    27. Liu, Yang & Dong, Kangyin & Nepal, Rabindra, 2024. "How does climate vulnerability affect the just allocation of climate aid funds?," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 298-317.
    28. Lee, Kiryoung & Cho, Juik, 2023. "Measuring Chinese climate uncertainty," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 891-901.
    29. Julie Rozenberg & St�phane Hallegatte & Baptiste Perrissin-Fabert & Jean-Charles Hourcade, 2013. "Funding low-carbon investments in the absence of a carbon tax," Climate Policy, Taylor & Francis Journals, vol. 13(1), pages 134-141, January.
    30. Huynh, Thanh D. & Xia, Ying, 2021. "Climate Change News Risk and Corporate Bond Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 56(6), pages 1985-2009, September.
    31. Hong, Harrison & Li, Frank Weikai & Xu, Jiangmin, 2019. "Climate risks and market efficiency," Journal of Econometrics, Elsevier, vol. 208(1), pages 265-281.
    32. Lee, Kyungpyo & Lee, Sungjoo, 2013. "Patterns of technological innovation and evolution in the energy sector: A patent-based approach," Energy Policy, Elsevier, vol. 59(C), pages 415-432.
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