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Can Chinese investors manage climate risk domestically and globally?

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  • Liu, Yike
  • Xu, Zihan
  • Xing, Xiaoyun
  • Zhu, Yuxuan

Abstract

Climate risk is increasing and poses a risk for investors in China’s traditional stock market. In this paper, we construct a TVP-VAR-DY model and use benchmark regression and asset portfolio to explore the impact of climate risk on the Chinese stock market and whether assets with risk aversion attributes or green and low-carbon features can effectively manage climate risk. In particular, we compare China’s climate risk with global climate risk and explore transition and physical risks separately. The results show that climate risk does affect the Chinese stock market and that Chinese climate risk has a greater impact on the stock market than global climate risk. However, the good news is that the metal assets, as well as the equity-type and bond-type green assets, are effective in reducing cross-market spillovers under China’s climate risk, indicating that these assets can provide diversification benefits against climate-driven risks domestically. We also find that the metals and the equity-type assets could dampen the spillover effect against global transition risk, and the bond-type ones serve this function against global physical risk. The results further show that, for China’s stock market investors, adding green bonds to their portfolios could reduce the downside risk, regardless of climate risk type or origin. In addition, we can infer that investors are suggested to use traditional safe-haven assets and bond-type green ones to manage climate risk.

Suggested Citation

  • Liu, Yike & Xu, Zihan & Xing, Xiaoyun & Zhu, Yuxuan, 2024. "Can Chinese investors manage climate risk domestically and globally?," International Review of Economics & Finance, Elsevier, vol. 96(PB).
  • Handle: RePEc:eee:reveco:v:96:y:2024:i:pb:s1059056024006567
    DOI: 10.1016/j.iref.2024.103664
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    as
    1. Campbell, John Y. & Hentschel, Ludger, 1992. "No news is good news *1: An asymmetric model of changing volatility in stock returns," Journal of Financial Economics, Elsevier, vol. 31(3), pages 281-318, June.
    2. Diebold, Francis X. & Yılmaz, Kamil, 2014. "On the network topology of variance decompositions: Measuring the connectedness of financial firms," Journal of Econometrics, Elsevier, vol. 182(1), pages 119-134.
    3. Bua, Giovanna & Kapp, Daniel & Ramella, Federico & Rognone, Lavinia, 2022. "Transition versus physical climate risk pricing in European financial markets: a text-based approach," Working Paper Series 2677, European Central Bank.
    4. Lorenzo Cappiello & Robert F. Engle & Kevin Sheppard, 2006. "Asymmetric Dynamics in the Correlations of Global Equity and Bond Returns," Journal of Financial Econometrics, Oxford University Press, vol. 4(4), pages 537-572.
    5. Berkman, Henk & Jona, Jonathan & Soderstrom, Naomi, 2024. "Firm-specific climate risk and market valuation," Accounting, Organizations and Society, Elsevier, vol. 112(C).
    6. Rebecca Newman & Ilan Noy, 2023. "The global costs of extreme weather that are attributable to climate change," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    7. John Cotter & Jim Hanly, 2012. "Hedging effectiveness under conditions of asymmetry," The European Journal of Finance, Taylor & Francis Journals, vol. 18(2), pages 135-147, February.
    8. Yin, Libo & Cao, Hong, 2024. "The propagation effect of climate risks on global stock markets: Evidence from the time and space domains," Energy Economics, Elsevier, vol. 132(C).
    9. 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.
    10. Ren, Xiaohang & Li, Yiying & Sun, Xianming & Bu, Ruijun & Jawadi, Fredj, 2023. "Modeling extreme risk spillovers between crude oil and Chinese energy futures markets," Energy Economics, Elsevier, vol. 126(C).
    11. Arfaoui, Nadia & Naeem, Muhammad Abubakr & Maherzi, Teja & Kayani, Umar Nawaz, 2024. "Can green investment funds hedge climate risk?," Finance Research Letters, Elsevier, vol. 60(C).
    12. Hu, Zinan & Borjigin, Sumuya, 2024. "The amplifying role of geopolitical Risks, economic policy Uncertainty, and climate risks on Energy-Stock market volatility spillover across economic cycles," The North American Journal of Economics and Finance, Elsevier, vol. 71(C).
    13. Dong, Xiyong & Xiong, Youlin & Nie, Siyue & Yoon, Seong-Min, 2023. "Can bonds hedge stock market risks? Green bonds vs conventional bonds," Finance Research Letters, Elsevier, vol. 52(C).
    14. Nicholas Barberis & Ming Huang, 2001. "Mental Accounting, Loss Aversion, and Individual Stock Returns," Journal of Finance, American Finance Association, vol. 56(4), pages 1247-1292, August.
    15. Zhang, Si Ying, 2022. "Are investors sensitive to climate-related transition and physical risks? Evidence from global stock markets," Research in International Business and Finance, Elsevier, vol. 62(C).
    16. Le, Anh-Tuan & Tran, Thao Phuong & Mishra, Anil V., 2023. "Climate risk and bank stability: International evidence," Journal of Multinational Financial Management, Elsevier, vol. 70.
    17. Xiaohang Ren & Ya Xiao & Feng He & Giray Gozgor, 2024. "The contagion of extreme risks between fossil and green energy markets: evidence from China," Quantitative Finance, Taylor & Francis Journals, vol. 24(5), pages 627-642, May.
    18. Song, Yanwu & Wang, Can & Wang, Zhaohua, 2023. "Climate risk, institutional quality, and total factor productivity," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    19. Cepni, Oguzhan & Demirer, Riza & Pham, Linh & Rognone, Lavinia, 2023. "Climate uncertainty and information transmissions across the conventional and ESG assets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 83(C).
    20. Chen, Deyang & Zeng, Zheyu & Chen, Yunyue, 2024. "Heterogeneous impacts of multiple climate policies on the chinese stock market," Finance Research Letters, Elsevier, vol. 60(C).
    21. Yan, Yumeng & Xiong, Xiong & Li, Shuo & Lu, Lei, 2022. "Will temperature change reduce stock returns? Evidence from China," International Review of Financial Analysis, Elsevier, vol. 81(C).
    22. Cepni, Oguzhan & Demirer, Riza & Rognone, Lavinia, 2022. "Hedging climate risks with green assets," Economics Letters, Elsevier, vol. 212(C).
    23. Vestrelli, Roberto & Fronzetti Colladon, Andrea & Pisello, Anna Laura, 2024. "When attention to climate change matters: The impact of climate risk disclosure on firm market value," Energy Policy, Elsevier, vol. 185(C).
    24. Karydas, Christos & Xepapadeas, Anastasios, 2022. "Climate change financial risks: Implications for asset pricing and interest rates," Journal of Financial Stability, Elsevier, vol. 63(C).
    25. Nicholas Barberis & Ming Huang, 2001. "Mental Accounting, Loss Aversion, and Individual Stock Returns," NBER Working Papers 8190, National Bureau of Economic Research, Inc.
    26. Guo, Peng & Zhu, Huiming & You, Wanhai, 2018. "Asymmetric dependence between economic policy uncertainty and stock market returns in G7 and BRIC: A quantile regression approach," Finance Research Letters, Elsevier, vol. 25(C), pages 251-258.
    27. Engle, Robert & Colacito, Riccardo, 2006. "Testing and Valuing Dynamic Correlations for Asset Allocation," Journal of Business & Economic Statistics, American Statistical Association, vol. 24, pages 238-253, April.
    28. Mats Andersson & Patrick Bolton & Frédéric Samama, 2016. "Hedging Climate Risk," Financial Analysts Journal, Taylor & Francis Journals, vol. 72(3), pages 13-32, May.
    29. Engle, Robert, 2002. "Dynamic Conditional Correlation: A Simple Class of Multivariate Generalized Autoregressive Conditional Heteroskedasticity Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(3), pages 339-350, July.
    30. Xiao, Jihong & Jiang, Jiajie & Zhang, Yaojie, 2024. "Policy uncertainty, investor sentiment, and good and bad volatilities in the stock market: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 84(C).
    31. 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.
    32. Christie, Andrew A., 1982. "The stochastic behavior of common stock variances : Value, leverage and interest rate effects," Journal of Financial Economics, Elsevier, vol. 10(4), pages 407-432, December.
    33. Shahzad, Syed Jawad Hussain & Naeem, Muhammad Abubakr & Peng, Zhe & Bouri, Elie, 2021. "Asymmetric volatility spillover among Chinese sectors during COVID-19," International Review of Financial Analysis, Elsevier, vol. 75(C).
    34. 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.
    35. Nikolaos Antonakakis & Ioannis Chatziantoniou & David Gabauer, 2020. "Refined Measures of Dynamic Connectedness based on Time-Varying Parameter Vector Autoregressions," JRFM, MDPI, vol. 13(4), pages 1-23, April.
    36. Wang, Ziwei & Li, Youwei & He, Feng, 2020. "Asymmetric volatility spillovers between economic policy uncertainty and stock markets: Evidence from China," Research in International Business and Finance, Elsevier, vol. 53(C).
    37. Boungou, Whelsy & Urom, Christian, 2023. "Climate change-related risks and bank stock returns," Economics Letters, Elsevier, vol. 224(C).
    38. Nahiomy Alvarez & Alessandro Cocco & Ketan B. Patel, 2020. "A new framework for assessing climate change risk in financial markets," Chicago Fed Letter, Federal Reserve Bank of Chicago, issue 448, pages 1-8, November.
    39. Salisu, Afees A. & Ndako, Umar B. & Vo, Xuan Vinh, 2023. "Transition risk, physical risk, and the realized volatility of oil and natural gas prices," Resources Policy, Elsevier, vol. 81(C).
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    More about this item

    Keywords

    Climate risk; Stock market; Investment portfolio analysis; TVP-VAR-DY model;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • D80 - Microeconomics - - Information, Knowledge, and Uncertainty - - - General
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

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