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Asymmetric spillovers of climate policy uncertainty on financial markets – Evidence from China

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  • Liu, Qiang
  • Liu, Ting
  • Xu, Chen

Abstract

Climate change is one of the greatest challenges of the 21st century, with its uncertainty significantly impacting financial stability. This study examines the spillover effects of China’s climate policy uncertainty on the stock, money, bond, foreign exchange and futures markets, using data from October 2006 to August 2024 and applying the QVAR-DY spillover index method. The findings reveal: (1) Extreme conditions amplify the spillover effects of China’s climate policy uncertainty on financial markets, especially during market booms. (2) The static analysis shows that under normal conditions, the largest spillovers are seen in the bond and futures markets. Under extreme conditions, the bond market is the most affected. Dynamic analysis shows that spillovers increase significantly during climate events (Copenhagen Summit, Carbon Peaking and Carbon Neutrality Goals). During market downturns, the bond market is impacted most; during market booms, the money market is more susceptible. (3) Net spillover analysis finds significant positive net spillovers to financial sub-markets during market booms. The findings guide efforts to manage climate policy uncertainty and reduce systemic financial risks.

Suggested Citation

  • Liu, Qiang & Liu, Ting & Xu, Chen, 2026. "Asymmetric spillovers of climate policy uncertainty on financial markets – Evidence from China," The North American Journal of Economics and Finance, Elsevier, vol. 81(C).
  • Handle: RePEc:eee:ecofin:v:81:y:2026:i:c:s1062940825001536
    DOI: 10.1016/j.najef.2025.102513
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    1. Leonidas Paroussos & Antoine Mandel & Kostas Fragkiadakis & Panagiotis Fragkos & Jochen Hinkel & Zoi Vrontisi, 2019. "Climate clubs and the macro-economic benefits of international cooperation on climate policy," Nature Climate Change, Nature, vol. 9(7), pages 542-546, July.
    2. Wen, Fenghua & Cao, Jiahui & Liu, Zhen & Wang, Xiong, 2021. "Dynamic volatility spillovers and investment strategies between the Chinese stock market and commodity markets," International Review of Financial Analysis, Elsevier, vol. 76(C).
    3. Francesco Lamperti & Valentina Bosetti & Andrea Roventini & Massimo Tavoni, 2019. "The public costs of climate-induced financial instability," Nature Climate Change, Nature, vol. 9(11), pages 829-833, November.
    4. Al-Thaqeb, Saud Asaad & Algharabali, Barrak Ghanim, 2019. "Economic policy uncertainty: A literature review," The Journal of Economic Asymmetries, Elsevier, vol. 20(C).
    5. Francis A. Longstaff & Sanjay Mithal & Eric Neis, 2005. "Corporate Yield Spreads: Default Risk or Liquidity? New Evidence from the Credit Default Swap Market," Journal of Finance, American Finance Association, vol. 60(5), pages 2213-2253, October.
    6. Bai, Dongbei & Du, Lizhao & Xu, Yang & Abbas, Shujaat, 2023. "Climate policy uncertainty and corporate green innovation: Evidence from Chinese A-share listed industrial corporations," Energy Economics, Elsevier, vol. 127(PB).
    7. Ma, Dandan & Zhang, Dayong & Guo, Kun & Ji, Qiang, 2024. "Coupling between global climate policy uncertainty and economic policy uncertainty," Finance Research Letters, Elsevier, vol. 69(PB).
    8. Scott R. Baker & Nicholas Bloom & Steven J. Davis & Stephen J. Terry, 2020. "COVID-Induced Economic Uncertainty," NBER Working Papers 26983, National Bureau of Economic Research, Inc.
    9. Robert J. Shiller, 2003. "From Efficient Markets Theory to Behavioral Finance," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 83-104, Winter.
    10. Billio, Monica & Getmansky, Mila & Lo, Andrew W. & Pelizzon, Loriana, 2012. "Econometric measures of connectedness and systemic risk in the finance and insurance sectors," Journal of Financial Economics, Elsevier, vol. 104(3), pages 535-559.
    11. Albert Lee Chun, 2011. "Expectations, Bond Yields, and Monetary Policy," The Review of Financial Studies, Society for Financial Studies, vol. 24(1), pages 208-247.
    12. Ji, Qiang & Ma, Dandan & Zhai, Pengxiang & Fan, Ying & Zhang, Dayong, 2024. "Global climate policy uncertainty and financial markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 95(C).
    13. 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.
    14. Lin, Boqiang & Lei, Xiaojing, 2015. "Carbon emissions reduction in China's food industry," Energy Policy, Elsevier, vol. 86(C), pages 483-492.
    15. Stefano Battiston & Antoine Mandel & Irene Monasterolo & Franziska Schütze & Gabriele Visentin, 2017. "A climate stress-test of the financial system," Nature Climate Change, Nature, vol. 7(4), pages 283-288, April.
    16. Nicholas Bloom, 2009. "The Impact of Uncertainty Shocks," Econometrica, Econometric Society, vol. 77(3), pages 623-685, May.
    17. Lin, Boqiang & Jia, Zhijie, 2019. "Impacts of carbon price level in carbon emission trading market," Applied Energy, Elsevier, vol. 239(C), pages 157-170.
    18. Borisova, Ginka & Fotak, Veljko & Holland, Kateryna & Megginson, William L., 2015. "Government ownership and the cost of debt: Evidence from government investments in publicly traded firms," Journal of Financial Economics, Elsevier, vol. 118(1), pages 168-191.
    19. 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.
    20. Wu, Hao & Zhu, Huiming & Huang, Fei & Mao, Weifang, 2023. "How does economic policy uncertainty drive time–frequency connectedness across commodity and financial markets?," The North American Journal of Economics and Finance, Elsevier, vol. 64(C).
    21. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    22. Ke Tang & Wei Xiong, 2012. "Index Investment and the Financialization of Commodities," Financial Analysts Journal, Taylor & Francis Journals, vol. 68(6), pages 54-74, November.
    23. Nam, Kyungsik, 2021. "Investigating the effect of climate uncertainty on global commodity markets," Energy Economics, Elsevier, vol. 96(C).
    24. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    25. Yang Gao & Chengjie Zhao & Bianxia Sun & Wandi Zhao, 2022. "Effects of investor sentiment on stock volatility: new evidences from multi-source data in China’s green stock markets," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-30, December.
    26. Kristin J. Forbes & Roberto Rigobon, 2002. "No Contagion, Only Interdependence: Measuring Stock Market Comovements," Journal of Finance, American Finance Association, vol. 57(5), pages 2223-2261, October.
    27. Dai, Zhifeng & Zhang, Xiaotong, 2023. "Climate policy uncertainty and risks taken by the bank: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 87(C).
    28. Robert A. Jarrow & Stuart M. Turnbull, 2008. "Pricing Derivatives on Financial Securities Subject to Credit Risk," World Scientific Book Chapters, in: Financial Derivatives Pricing Selected Works of Robert Jarrow, chapter 17, pages 377-409, World Scientific Publishing Co. Pte. Ltd..
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