IDEAS home Printed from https://ideas.repec.org/a/kap/ecopln/v57y2024i5d10.1007_s10644-024-09751-5.html
   My bibliography  Save this article

Nonlinear effects of climate risks on climate-sensitive sectors

Author

Listed:
  • Wenqiang Zhu

    (Southeast University
    Southeast University)

  • Shouwei Li

    (Southeast University
    Southeast University)

Abstract

The urgency of recognizing the substantial impacts of climate risks on economic and financial systems is increasingly emphasized among regulators and investors. By constructing the news-based climate physical risk (CPR), climate transition risk (CTR), and climate policy uncertainty (CPU) indexes for China, we adopt TVP-VAR-SV models and apply it to various economic sectors in a climate-sensitive scenario. We obtain this result that the significant heterogeneity of climate risk exposures and its different effects on climate-sensitive sectors. CPR emphasizes the immediate effect of operating and bankruptcy costs, thus not causing large variations across sectors. The differences in CTR exposure among these sectors are largely influenced by energy transition and climate policy. In addition, climate policy timing matters. CPU shock shows that a disorderly and ambitious climate policy could have adverse consequences for economic sectors over time approximation, especially for the related sectors within the energy chain. Noticeably, the response in the finance sector illustrates that the transition to low-carbon finance could also have net positive effects. Therefore, our results provide important implications for the low-carbon actors dealing with a ‘green’ or a ‘brown’ investing and transition strategy in China’s “carbon peak, carbon neutrality” target.

Suggested Citation

  • Wenqiang Zhu & Shouwei Li, 2024. "Nonlinear effects of climate risks on climate-sensitive sectors," Economic Change and Restructuring, Springer, vol. 57(5), pages 1-31, October.
  • Handle: RePEc:kap:ecopln:v:57:y:2024:i:5:d:10.1007_s10644-024-09751-5
    DOI: 10.1007/s10644-024-09751-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10644-024-09751-5
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10644-024-09751-5?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Huang, Yun & Luk, Paul, 2020. "Measuring economic policy uncertainty in China," China Economic Review, Elsevier, vol. 59(C).
    2. 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.
    3. 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.
    4. Nakajima, Jouchi & Kasuya, Munehisa & Watanabe, Toshiaki, 2011. "Bayesian analysis of time-varying parameter vector autoregressive model for the Japanese economy and monetary policy," Journal of the Japanese and International Economies, Elsevier, vol. 25(3), pages 225-245, September.
    5. 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.
    6. Antonello D'Agostino & Luca Gambetti & Domenico Giannone, 2013. "Macroeconomic forecasting and structural change," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(1), pages 82-101, January.
    7. E. Somanathan & Rohini Somanathan & Anant Sudarshan & Meenu Tewari, 2021. "The Impact of Temperature on Productivity and Labor Supply: Evidence from Indian Manufacturing," Journal of Political Economy, University of Chicago Press, vol. 129(6), pages 1797-1827.
    8. 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).
    9. Sitong Yang & Shouwei Li & Zhilei Pan, 2023. "Climate transition risk of financial institutions: measurement and response," Applied Economics Letters, Taylor & Francis Journals, vol. 30(17), pages 2439-2449, October.
    10. Jakob Zscheischler & Seth Westra & Bart J. J. M. Hurk & Sonia I. Seneviratne & Philip J. Ward & Andy Pitman & Amir AghaKouchak & David N. Bresch & Michael Leonard & Thomas Wahl & Xuebin Zhang, 2018. "Future climate risk from compound events," Nature Climate Change, Nature, vol. 8(6), pages 469-477, June.
    11. Shouwei Li & Xin Wu, 2023. "How does climate risk affect bank loan supply? Empirical evidence from China," Economic Change and Restructuring, Springer, vol. 56(4), pages 2169-2204, August.
    12. Chenet, Hugues & Ryan-Collins, Josh & van Lerven, Frank, 2021. "Finance, climate-change and radical uncertainty: Towards a precautionary approach to financial policy," Ecological Economics, Elsevier, vol. 183(C).
    13. Hu Wang & Shouwei Li & Yuyin Ma, 2023. "Climate policy and financial system stability: evidence from Chinese fund markets," Climate Policy, Taylor & Francis Journals, vol. 23(4), pages 395-408, April.
    14. 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).
    15. Zhang, Dayong & Wu, Yalin & Ji, Qiang & Guo, Kun & Lucey, Brian, 2024. "Climate impacts on the loan quality of Chinese regional commercial banks," Journal of International Money and Finance, Elsevier, vol. 140(C).
    16. Stefano Carattini & Garth Heutel & Givi Melkadze, 2023. "Climate Policy, Financial Frictions, and Transition Risk," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 51, pages 778-794, December.
    17. Cepni, Oguzhan & Demirer, Riza & Rognone, Lavinia, 2022. "Hedging climate risks with green assets," Economics Letters, Elsevier, vol. 212(C).
    18. Auke Plantinga & Bert Scholtens, 2021. "The financial impact of fossil fuel divestment," Climate Policy, Taylor & Francis Journals, vol. 21(1), pages 107-119, January.
    19. Jakob Zscheischler & Seth Westra & Bart J. J. M. Hurk & Sonia I. Seneviratne & Philip J. Ward & Andy Pitman & Amir AghaKouchak & David N. Bresch & Michael Leonard & Thomas Wahl & Xuebin Zhang, 2018. "Author Correction: Future climate risk from compound events," Nature Climate Change, Nature, vol. 8(8), pages 750-750, August.
    20. Henry He Huang & Joseph Kerstein & Chong Wang & Feng (Harry) Wu, 2022. "Firm climate risk, risk management, and bank loan financing," Strategic Management Journal, Wiley Blackwell, vol. 43(13), pages 2849-2880, December.
    21. 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.
    22. Zhilei Pan & Shouwei Li, 2024. "Environmental emergencies and economic growth: evidence from China," Economic Change and Restructuring, Springer, vol. 57(1), pages 1-22, February.
    23. Chen, Zhonglu & Zhang, Li & Weng, Chen, 2023. "Does climate policy uncertainty affect Chinese stock market volatility?," International Review of Economics & Finance, Elsevier, vol. 84(C), pages 369-381.
    24. Mats Andersson & Patrick Bolton & Frédéric Samama, 2016. "Hedging Climate Risk," Financial Analysts Journal, Taylor & Francis Journals, vol. 72(3), pages 13-32, May.
    25. Diluiso, Francesca & Annicchiarico, Barbara & Kalkuhl, Matthias & Minx, Jan C., 2021. "Climate actions and macro-financial stability: The role of central banks," Journal of Environmental Economics and Management, Elsevier, vol. 110(C).
    26. Dunz, Nepomuk & Naqvi, Asjad & Monasterolo, Irene, 2021. "Climate sentiments, transition risk, and financial stability in a stock-flow consistent model," Journal of Financial Stability, Elsevier, vol. 54(C).
    27. 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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Zhang, Dayong & Wu, Yalin & Ji, Qiang & Guo, Kun & Lucey, Brian, 2024. "Climate impacts on the loan quality of Chinese regional commercial banks," Journal of International Money and Finance, Elsevier, vol. 140(C).
    2. Helena Redondo & Elisa Aracil, 2024. "Climate‐related credit risk: Rethinking the credit risk framework," Global Policy, London School of Economics and Political Science, vol. 15(S1), pages 21-33, March.
    3. Dong, Xiyong & Yoon, Seong-Min, 2023. "Effect of weather and environmental attentions on financial system risks: Evidence from Chinese high- and low-carbon assets," Energy Economics, Elsevier, vol. 121(C).
    4. Ye, Liping, 2022. "The effect of climate news risk on uncertainties," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
    5. Lin, Boqiang & Zhao, Hengsong, 2023. "Tracking policy uncertainty under climate change," Resources Policy, Elsevier, vol. 83(C).
    6. Rangan Gupta & Qiang Ji & Christian Pierdzioch, 2024. "Climate Policy Uncertainty and Financial Stress: Evidence for China," Working Papers 202428, University of Pretoria, Department of Economics.
    7. Sitong Yang & Shouwei Li & Xue Rui & Tianxiang Zhao, 2024. "The impact of climate risk on the asset side and liability side of the insurance industry: evidence from China," Economic Change and Restructuring, Springer, vol. 57(3), pages 1-51, June.
    8. Pham, Linh & Kamal, Javed Bin, 2024. "Blessings or curse: How do media climate change concerns affect commodity tail risk spillovers?," Journal of Commodity Markets, Elsevier, vol. 34(C).
    9. Mengting Fan & Zan Mo & Huijian Fu & Tsung-Hsien Wu & Zili Chen & Yue He, 2024. "Does climate policy uncertainty matter for bank value?," Economic Change and Restructuring, Springer, vol. 57(2), pages 1-28, April.
    10. Elie Bouri & Rangan Gupta & Asingamaanda Liphadzi & Christian Pierdzioch, 2024. "Forecasting Stock Returns Volatility of the G7 Over Centuries: The Role of Climate Risks," Working Papers 202424, University of Pretoria, Department of Economics.
    11. Carè, R. & Weber, O., 2023. "How much finance is in climate finance? A bibliometric review, critiques, and future research directions," Research in International Business and Finance, Elsevier, vol. 64(C).
    12. Wilson, Christian & Caldecott, Ben, 2023. "Investigating the role of passive funds in carbon-intensive capital markets: Evidence from U.S. bonds," Ecological Economics, Elsevier, vol. 209(C).
    13. Venturini, Alessio, 2022. "Climate change, risk factors and stock returns: A review of the literature," International Review of Financial Analysis, Elsevier, vol. 79(C).
    14. Silva, Florinda & Ferreira, André & Cortez, Maria Céu, 2024. "The performance of green bond portfolios under climate uncertainty: A comparative analysis with conventional and black bond portfolios," Research in International Business and Finance, Elsevier, vol. 70(PA).
    15. Ma, Dandan & Zhang, Yunhan & Ji, Qiang & Zhao, Wan-Li & Zhai, Pengxiang, 2024. "Heterogeneous impacts of climate change news on China's financial markets," International Review of Financial Analysis, Elsevier, vol. 91(C).
    16. Banerjee, Ameet Kumar & Özer, Zeynep Sueda & Rahman, Molla Ramizur & Sensoy, Ahmet, 2024. "How does the time-varying dynamics of spillover between clean and brown energy ETFs change with the intervention of climate risk and climate policy uncertainty?," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 442-468.
    17. Wang, Yihan & Goutte, Stephane & Bouri, Elie & Sokhanvar, Amin, 2024. "Climate risks and the realized higher-order moments of financial markets: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 93(PB), pages 1064-1087.
    18. Yang, Xite & Zhang, Qin & Liu, Haiyue & Liu, Zihan & Tao, Qiufan & Lai, Yongzeng & Huang, Linya, 2024. "Economic policy uncertainty, macroeconomic shocks, and systemic risk: Evidence from China," The North American Journal of Economics and Finance, Elsevier, vol. 69(PA).
    19. Dafermos, Yannis & Nikolaidi, Maria, 2022. "Assessing climate policies: an ecological stock–flow consistent perspective," Greenwich Papers in Political Economy 38039, University of Greenwich, Greenwich Political Economy Research Centre.
    20. Donato Masciandaro & Riccardo Russo, 2022. "Central Banks and Climate Policy: Unpleasant Trade–Offs? A Principal–Agent Approach," BAFFI CAREFIN Working Papers 22181, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.

    More about this item

    Keywords

    Climate physical risk; Climate transition risk; Climate policy uncertainty; Climate-sensitive sectors;
    All these keywords.

    JEL classification:

    • O10 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - General
    • Q5 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:kap:ecopln:v:57:y:2024:i:5:d:10.1007_s10644-024-09751-5. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.