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The impacts of climate policy uncertainty on stock markets: Comparison between China and the US

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  • Xu, Xin
  • Huang, Shupei
  • Lucey, Brian M.
  • An, Haizhong

Abstract

The interplay between climate policy uncertainty and stock market performance has emerged as a pressing research question in light of the challenges posed by climate change to financial markets. This paper measures China's daily and monthly climate policy uncertainty (CPU) from Jan 2000 to Mar 2022 based on Chinese news data for the first time. Then, the nonlinear and lag impacts of the US CPU and China's CPU on the return, volatility, correlation and tail dependence of China's and US stock markets are investigated and compared by adopting copula function and the distribution lag nonlinear model (DLNM). The data of stock markets includes the Shanghai Composite Index (SSCI) and NASDAQ from Jan 2000 to Mar 2022 from the Choice database, and the Shenzhen Composite Index (SCI) and S&P 500 are used for the robustness test. The empirical results indicate that (1) the growth trend of China’s CPU index is similar to that of the US. However, there are significant differences between the impacts of these two CPUs on stock markets. (2) For China, high CPU decreases current stock market return and increases volatility but decreases it in the future. It could also increase the upper tail dependence between China’s and the US stock markets’ volatilities in current period. (3) For the US, CPU decreases stock market return in the short term but increases it in the long term. High CPU increases volatility in short term, decreases volatility in 5 months and increases it again after 6 months. Both low and high CPU could increase the correlation between China's and US stock markets' volatilities.

Suggested Citation

  • Xu, Xin & Huang, Shupei & Lucey, Brian M. & An, Haizhong, 2023. "The impacts of climate policy uncertainty on stock markets: Comparison between China and the US," International Review of Financial Analysis, Elsevier, vol. 88(C).
    • Handle: RePEc:eee:finana:v:88:y:2023:i:c:s1057521923001874
    DOI: 10.1016/j.irfa.2023.102671
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    as
    1. Marco Bardoscia & Stefano Battiston & Fabio Caccioli & Guido Caldarelli, 2016. "Pathways towards instability in financial networks," Papers 1602.05883, arXiv.org, revised Feb 2017.
    2. Huang, Yun & Luk, Paul, 2020. "Measuring economic policy uncertainty in China," China Economic Review, Elsevier, vol. 59(C).
    3. Cipriani, Marco & Gardenal, Gloria & Guarino, Antonio, 2013. "Financial contagion in the laboratory: The cross-market rebalancing channel," Journal of Banking & Finance, Elsevier, vol. 37(11), pages 4310-4326.
    4. Paul C. Stern & Kristie L. Ebi & Robin Leichenko & Richard Stuart Olson & John D. Steinbruner & Robert Lempert, 2013. "Managing risk with climate vulnerability science," Nature Climate Change, Nature, vol. 3(7), pages 607-609, July.
    5. Yang, Zili, 2019. "Increasing returns to scale in energy-intensive sectors and its implications on climate change modeling," Energy Economics, Elsevier, vol. 83(C), pages 208-216.
    6. Dugan, Anna & Mayer, Jakob & Thaller, Annina & Bachner, Gabriel & Steininger, Karl W., 2022. "Developing policy packages for low-carbon passenger transport: A mixed methods analysis of trade-offs and synergies," Ecological Economics, Elsevier, vol. 193(C).
    7. Florian Landis & Thomas Bernauer, 2012. "Transfer payments in global climate policy," Nature Climate Change, Nature, vol. 2(8), pages 628-633, August.
    8. Dimpfl, Thomas & Peter, Franziska J., 2014. "The impact of the financial crisis on transatlantic information flows: An intraday analysis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 31(C), pages 1-13.
    9. Kolay, Madhuparna & Lemmon, Michael & Tashjian, Elizabeth, 2016. "Spreading the Misery? Sources of Bankruptcy Spillover in the Supply Chain," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(6), pages 1955-1990, December.
    10. Madaleno, Mara & Dogan, Eyup & Taskin, Dilvin, 2022. "A step forward on sustainability: The nexus of environmental responsibility, green technology, clean energy and green finance," Energy Economics, Elsevier, vol. 109(C).
    11. Xudong Wang & Xiaofeng Hui, 2017. "Mutual Information Based Analysis for the Distribution of Financial Contagion in Stock Markets," Discrete Dynamics in Nature and Society, Hindawi, vol. 2017, pages 1-13, October.
    12. 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.
    13. Raphael Calel & Sandra C. Chapman & David A. Stainforth & Nicholas W. Watkins, 2020. "Temperature variability implies greater economic damages from climate change," Nature Communications, Nature, vol. 11(1), pages 1-5, December.
    14. Klomp, Jeroen, 2014. "Financial fragility and natural disasters: An empirical analysis," Journal of Financial Stability, Elsevier, vol. 13(C), pages 180-192.
    15. Dafermos, Yannis & Nikolaidi, Maria & Galanis, Giorgos, 2018. "Climate Change, Financial Stability and Monetary Policy," Ecological Economics, Elsevier, vol. 152(C), pages 219-234.
    16. Yukiko Hirabayashi & Roobavannan Mahendran & Sujan Koirala & Lisako Konoshima & Dai Yamazaki & Satoshi Watanabe & Hyungjun Kim & Shinjiro Kanae, 2013. "Global flood risk under climate change," Nature Climate Change, Nature, vol. 3(9), pages 816-821, September.
    17. Drehmann, Mathias & Juselius, Mikael, 2014. "Evaluating early warning indicators of banking crises: Satisfying policy requirements," International Journal of Forecasting, Elsevier, vol. 30(3), pages 759-780.
    18. Wesseh, Presley K. & Benjamin, Nelson I. & Lin, Boqiang, 2022. "The coordination of pumped hydro storage, electric vehicles, and climate policy in imperfect electricity markets: Insights from China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 160(C).
    19. K. K. Holsman & A. C. Haynie & A. B. Hollowed & J. C. P. Reum & K. Aydin & A. J. Hermann & W. Cheng & A. Faig & J. N. Ianelli & K. A. Kearney & A. E. Punt, 2020. "Ecosystem-based fisheries management forestalls climate-driven collapse," Nature Communications, Nature, vol. 11(1), pages 1-10, December.
    20. Bai, Rui & Lin, Boqiang & Liu, Xiying, 2021. "Government subsidies and firm-level renewable energy investment: New evidence from partially linear functional-coefficient models," Energy Policy, Elsevier, vol. 159(C).
    21. Yatang Lin & Yu Qin & Jing Wu & Mandi Xu, 2021. "Impact of high-speed rail on road traffic and greenhouse gas emissions," Nature Climate Change, Nature, vol. 11(11), pages 952-957, November.
    22. Emanuele Campiglio & Yannis Dafermos & Pierre Monnin & Josh Ryan-Collins & Guido Schotten & Misa Tanaka, 2018. "Climate change challenges for central banks and financial regulators," Nature Climate Change, Nature, vol. 8(6), pages 462-468, June.
    23. Wang, Man & Yang, Qiuping, 2022. "The heterogeneous treatment effect of low-carbon city pilot policy on stock return: A generalized random forests approach," Finance Research Letters, Elsevier, vol. 47(PA).
    24. Howard Kunreuther & Geoffrey Heal & Myles Allen & Ottmar Edenhofer & Christopher B. Field & Gary Yohe, 2013. "Risk management and climate change," Nature Climate Change, Nature, vol. 3(5), pages 447-450, May.
    25. 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.
    26. Batten, Sandra, 2018. "Climate change and the macro-economy: a critical review," Bank of England working papers 706, Bank of England.
    27. Bastos, Rafael & Pindado, Julio, 2013. "Trade credit during a financial crisis: A panel data analysis," Journal of Business Research, Elsevier, vol. 66(5), pages 614-620.
    28. Liu, Xiaoran & Ronn, Ehud I., 2020. "Using the binomial model for the valuation of real options in computing optimal subsidies for Chinese renewable energy investments," Energy Economics, Elsevier, vol. 87(C).
    29. Bos, Jaap W.B. & Li, Runliang & Sanders, Mark W.J.L., 2022. "Hazardous lending: The impact of natural disasters on bank asset portfolio," Economic Modelling, Elsevier, vol. 108(C).
    30. Lian Pin Koh & Yiwen Zeng & Tasya Vadya Sarira & Kelly Siman, 2021. "Carbon prospecting in tropical forests for climate change mitigation," Nature Communications, Nature, vol. 12(1), pages 1-9, December.
    31. Pagano, Michael S. & Sedunov, John, 2016. "A comprehensive approach to measuring the relation between systemic risk exposure and sovereign debt," Journal of Financial Stability, Elsevier, vol. 23(C), pages 62-78.
    32. Lucey, Brian M. & Vigne, Samuel A. & Yarovaya, Larisa & Wang, Yizhi, 2022. "The cryptocurrency uncertainty index," Finance Research Letters, Elsevier, vol. 45(C).
    33. Silva, Thiago Christiano & de Souza, Sergio Rubens Stancato & Tabak, Benjamin Miranda, 2016. "Structure and dynamics of the global financial network," Chaos, Solitons & Fractals, Elsevier, vol. 88(C), pages 218-234.
    34. Liu, Xueyong & An, Haizhong & Li, Huajiao & Chen, Zhihua & Feng, Sida & Wen, Shaobo, 2017. "Features of spillover networks in international financial markets: Evidence from the G20 countries," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 479(C), pages 265-278.
    35. Chen, Chuanqi & Pan, Dongyang & Huang, Zhigang & Bleischwitz, Raimund, 2021. "Engaging central banks in climate change? The mix of monetary and climate policy," Energy Economics, Elsevier, vol. 103(C).
    36. Litimi, Houda & BenSaïda, Ahmed & Bouraoui, Omar, 2016. "Herding and excessive risk in the American stock market: A sectoral analysis," Research in International Business and Finance, Elsevier, vol. 38(C), pages 6-21.
    37. Yizhi Wang & Brian Lucey & Samuel Alexandre Vigne & Larisa Yarovaya, 2022. "An index of cryptocurrency environmental attention (ICEA)," China Finance Review International, Emerald Group Publishing Limited, vol. 12(3), pages 378-414, January.
    38. Qi, Xiaoyan & Guo, Yanshan & Guo, Pibin & Yao, Xilong & Liu, Xiuli, 2022. "Do subsidies and R&D investment boost energy transition performance? Evidence from Chinese renewable energy firms," Energy Policy, Elsevier, vol. 164(C).
    39. Sarah Fletcher & Megan Lickley & Kenneth Strzepek, 2019. "Learning about climate change uncertainty enables flexible water infrastructure planning," Nature Communications, Nature, vol. 10(1), pages 1-11, December.
    40. Chang, Chia-Lin & McAleer, Michael & Wang, Yu-Ann, 2020. "Herding behaviour in energy stock markets during the Global Financial Crisis, SARS, and ongoing COVID-19," Renewable and Sustainable Energy Reviews, Elsevier, vol. 134(C).
    41. Julien Boulange & Naota Hanasaki & Dai Yamazaki & Yadu Pokhrel, 2021. "Role of dams in reducing global flood exposure under climate change," Nature Communications, Nature, vol. 12(1), pages 1-7, December.
    42. Ahmad, Fawad & Oriani, Raffaele, 2022. "Investor attention, information acquisition, and value premium: A mispricing perspective," International Review of Financial Analysis, Elsevier, vol. 79(C).
    43. Pretis, Felix, 2020. "Econometric modelling of climate systems: The equivalence of energy balance models and cointegrated vector autoregressions," Journal of Econometrics, Elsevier, vol. 214(1), pages 256-273.
    44. Marco Bardoscia & Stefano Battiston & Fabio Caccioli & Guido Caldarelli, 2017. "Pathways towards instability in financial networks," Nature Communications, Nature, vol. 8(1), pages 1-7, April.
    45. Kimberly L. Oremus, 2019. "Climate variability reduces employment in New England fisheries," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 116(52), pages 26444-26449, December.
    46. Monasterolo, Irene & Roventini, Andrea & Foxon, Tim J., 2019. "Uncertainty of climate policies and implications for economics and finance: An evolutionary economics approach," Ecological Economics, Elsevier, vol. 163(C), pages 177-182.
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