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Green vs. brown: Climate risk showdown – who’s thriving, who’s diving?

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  • Zhang, Dongyang
  • Bai, Dingchuan
  • Wang, Yizhi

Abstract

Increasingly complex climate change poses unprecedented risks and challenges. We attempt to analyze the strategic responses of firms in dealing with climate risk and whether green firms outperform brown firms by exploring the relationship between climate risk and firms’ cash flow. To this end, this paper uses the high-dimensional fixed-effects model for empirical analysis based on panel data of Chinese listed firms from Q1 2010 to Q4 2022. We find that firms have the motivation to hold more cash in the face of climate risk, and that brown firms will be more proactive in cash flow management compared to green firms. In addition, there are significant industry and seasonal effects of climate risk on firms’ cash flow. Mechanism tests find that climate risk prompts firms to increase cash flow by forcing them to reduce financial leverage and erode operating costs, as well as by inducing increased media attention to the firm. Heterogeneity analysis shows that the positive effect of climate risk on cash flow is more significant among low digital transformation firms, high financial constraints firms, firms with low managerial myopia, and SOEs. An analysis of the economic consequences shows that climate risk leads firms to be more aggressive in capturing market share, increasing productivity and strengthening ESG performance. The above findings help to enlighten firms on how to manage their risk exposures and adjust their internal governance structures as a way to maintain stable operations in an environment of intensified uncertainty. In brief, this paper highlights the differentiated financial decisions that green and brown firms make in response to climate risk, providing empirical evidence and policy implications for advancing the green transformation of firms.

Suggested Citation

  • Zhang, Dongyang & Bai, Dingchuan & Wang, Yizhi, 2024. "Green vs. brown: Climate risk showdown – who’s thriving, who’s diving?," Journal of International Money and Finance, Elsevier, vol. 149(C).
  • Handle: RePEc:eee:jimfin:v:149:y:2024:i:c:s0261560624001852
    DOI: 10.1016/j.jimonfin.2024.103198
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    as
    1. Maximilian Kotz & Anders Levermann & Leonie Wenz, 2024. "The economic commitment of climate change," Nature, Nature, vol. 628(8008), pages 551-557, April.
    2. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    3. Zhang, Peng & Deschenes, Olivier & Meng, Kyle & Zhang, Junjie, 2018. "Temperature effects on productivity and factor reallocation: Evidence from a half million chinese manufacturing plants," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 1-17.
    4. Jeremy C. Stein, 1989. "Efficient Capital Markets, Inefficient Firms: A Model of Myopic Corporate Behavior," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 104(4), pages 655-669.
    5. Ryan Kellogg, 2014. "The Effect of Uncertainty on Investment: Evidence from Texas Oil Drilling," American Economic Review, American Economic Association, vol. 104(6), pages 1698-1734, June.
    6. Qi, Yu & Zhang, Jianshun & Chen, Jianwei, 2023. "Tax incentives, environmental regulation and firms’ emission reduction strategies: Evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 117(C).
    7. 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.
    8. 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.
    9. Sinha, Paramita & Caulkins, Martha L. & Cropper, Maureen L., 2018. "Household location decisions and the value of climate amenities," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 608-637.
    10. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    11. Huynh, Thanh D. & Nguyen, Thu Ha & Truong, Cameron, 2020. "Climate risk: The price of drought," Journal of Corporate Finance, Elsevier, vol. 65(C).
    12. 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.
    13. 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.
    14. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    15. Lee, Kiryoung & Cho, Juik, 2023. "Measuring Chinese climate uncertainty," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 891-901.
    16. Lai, Jinming & Ke, Jinjun & Lin, Shuping & Zhang, Pengdong & Zhang, Qihao, 2024. "Business environment optimization and labor income share of enterprises: Evidence from China," Research in International Business and Finance, Elsevier, vol. 71(C).
    17. Chen, Wenchuan & Liu, Yu & Liu, Siyi & Chen, Yugang & Zhang, Pengdong, 2024. "The governance effects of social media engagement on M&A outcomes: Evidence from China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 91(C).
    18. Desbordes, Rodolphe & Eberhardt, Markus, 2024. "Climate change and economic prosperity: Evidence from a flexible damage function," Journal of Environmental Economics and Management, Elsevier, vol. 125(C).
    19. Ren, Xiaohang & Zhang, Xiao & Yan, Cheng & Gozgor, Giray, 2022. "Climate policy uncertainty and firm-level total factor productivity: Evidence from China," Energy Economics, Elsevier, vol. 113(C).
    20. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    21. Nathan Nunn & Nancy Qian, 2014. "US Food Aid and Civil Conflict," American Economic Review, American Economic Association, vol. 104(6), pages 1630-1666, June.
    22. Huang, Kaixing & Zhao, Hong & Huang, Jikun & Wang, Jinxia & Findlay, Christopher, 2020. "The impact of climate change on the labor allocation: Empirical evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 104(C).
    23. Chen, Han & Deng, Jianping & Lu, Meiting & Zhang, Pengdong & Zhang, Qihao, 2024. "Government environmental attention, credit supply and firms' green investment," Energy Economics, Elsevier, vol. 134(C).
    24. Sudheer Chava, 2014. "Environmental Externalities and Cost of Capital," Management Science, INFORMS, vol. 60(9), pages 2223-2247, September.
    25. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    26. Zhang, Dongyang, 2023. "Can environmental monitoring power transition curb corporate greenwashing behavior?," Journal of Economic Behavior & Organization, Elsevier, vol. 212(C), pages 199-218.
    27. Zhang, Dongyang & Bai, Dingchuan & Wang, Cao & He, Yurun, 2024. "Distribution dynamics and quantile dynamic convergence of the digital economy: Prefecture-level evidence in China," International Review of Financial Analysis, Elsevier, vol. 95(PA).
    28. Richard S. J. Tol, 2009. "The Economic Effects of Climate Change," Journal of Economic Perspectives, American Economic Association, vol. 23(2), pages 29-51, Spring.
    29. Du, Juntao & Shen, Zhiyang & Song, Malin & Zhang, Linda, 2023. "Nexus between digital transformation and energy technology innovation: An empirical test of A-share listed enterprises," Energy Economics, Elsevier, vol. 120(C).
    30. Henry He Huang & Joseph Kerstein & Chong Wang, 2018. "The impact of climate risk on firm performance and financing choices: An international comparison," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(5), pages 633-656, July.
    31. Addoum, Jawad M. & Ng, David T. & Ortiz-Bobea, Ariel, 2023. "Temperature shocks and industry earnings news," Journal of Financial Economics, Elsevier, vol. 150(1), pages 1-45.
    32. Hong, Harrison & Li, Frank Weikai & Xu, Jiangmin, 2019. "Climate risks and market efficiency," Journal of Econometrics, Elsevier, vol. 208(1), pages 265-281.
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