IDEAS home Printed from https://ideas.repec.org/a/eee/finlet/v59y2024ics1544612323011340.html
   My bibliography  Save this article

How climate risk drives corporate green innovation: Evidence from China

Author

Listed:
  • Tian, Ye
  • Chen, Songbo
  • Dai, Li

Abstract

This study examines the link between climate risk perception (CRP) and corporate green innovation (CGI) in Chinese firms. Using the MD&A, we introduce a novel method to assess climate risk, employing Word2Vec to construct CRP based on word patterns for A-share listed firms. Results show a strong positive relationship between CRP and CGI, notably in high-tech and state-owned enterprises. Firms excelling in environmental governance and digital technologies tend to pursue green innovation in response to climate risks. Our findings offer fresh insights into evolving firm perceptions of climate risks and their influence on green innovation.

Suggested Citation

  • Tian, Ye & Chen, Songbo & Dai, Li, 2024. "How climate risk drives corporate green innovation: Evidence from China," Finance Research Letters, Elsevier, vol. 59(C).
  • Handle: RePEc:eee:finlet:v:59:y:2024:i:c:s1544612323011340
    DOI: 10.1016/j.frl.2023.104762
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1544612323011340
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.frl.2023.104762?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. Zacharias Sautner & Laurence Van Lent & Grigory Vilkov & Ruishen Zhang, 2023. "Firm‐Level Climate Change Exposure," Journal of Finance, American Finance Association, vol. 78(3), pages 1449-1498, June.
    2. Wen, Jun & Zhao, Xin-Xin & Fu, Qiang & Chang, Chun-Ping, 2023. "The impact of extreme weather events on green innovation: Which ones bring to the most harm?," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    3. Jacob Moscona & Karthik A Sastry, 2023. "Does Directed Innovation Mitigate Climate Damage? Evidence from U.S. Agriculture," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(2), pages 637-701.
    4. Wang, Zehao & Sun, Xiaowei & Li, Wentao, 2023. "Cultural diversity and green innovation: Evidence from China," Finance Research Letters, Elsevier, vol. 58(PA).
    5. Zhang, Zhengyong & Dai, Xuan & Ding, Yi, 2023. "Government environmental governance and firms’ green innovation: Evidence from listed firms in heavy pollution industries of China," Finance Research Letters, Elsevier, vol. 55(PA).
    6. Zhang, Cheng & Zhou, Bo & Tian, Xuan, 2022. "Political connections and green innovation: The role of a corporate entrepreneurship strategy in state-owned enterprises," Journal of Business Research, Elsevier, vol. 146(C), pages 375-384.
    7. Matos, Stelvia & Viardot, Eric & Sovacool, Benjamin K. & Geels, Frank W. & Xiong, Yu, 2022. "Innovation and climate change: A review and introduction to the special issue," Technovation, Elsevier, vol. 117(C).
    8. Zhang, Dan & Zheng, Mingbo & Feng, Gen-Fu & Chang, Chun-Ping, 2022. "Does an environmental policy bring to green innovation in renewable energy?," Renewable Energy, Elsevier, vol. 195(C), pages 1113-1124.
    9. 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.
    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. "Author Correction: Future climate risk from compound events," Nature Climate Change, Nature, vol. 8(8), pages 750-750, August.
    11. Declan Conway & Robert J. Nicholls & Sally Brown & Mark G. L. Tebboth & William Neil Adger & Bashir Ahmad & Hester Biemans & Florence Crick & Arthur F. Lutz & Ricardo Safra Campos & Mohammed Said & Ch, 2019. "The need for bottom-up assessments of climate risks and adaptation in climate-sensitive regions," Nature Climate Change, Nature, vol. 9(7), pages 503-511, July.
    12. Kai Li & Feng Mai & Rui Shen & Xinyan Yan, 2021. "Measuring Corporate Culture Using Machine Learning," NBER Chapters, in: Big Data: Long-Term Implications for Financial Markets and Firms, pages 3265-3315, National Bureau of Economic Research, Inc.
    13. Kai Li & Feng Mai & Rui Shen & Xinyan Yan, 2021. "Measuring Corporate Culture Using Machine Learning [Machine learning methods that economists should know about]," The Review of Financial Studies, Society for Financial Studies, vol. 34(7), pages 3265-3315.
    14. 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).
    15. Sayantan Khanra & Puneet Kaur & Rojers P Joseph & Ashish Malik & Amandeep Dhir, 2022. "A resource‐based view of green innovation as a strategic firm resource: Present status and future directions," Business Strategy and the Environment, Wiley Blackwell, vol. 31(4), pages 1395-1413, May.
    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. Lena I. Fuldauer & Scott Thacker & Robyn A. Haggis & Francesco Fuso-Nerini & Robert J. Nicholls & Jim W. Hall, 2022. "Targeting climate adaptation to safeguard and advance the Sustainable Development Goals," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    2. Ersahin, Nuri & Giannetti, Mariassunta & Huang, Ruidi, 2024. "Supply chain risk: Changes in supplier composition and vertical integration," Journal of International Economics, Elsevier, vol. 147(C).
    3. Tom Spencer & Alexandre K. Magnan & Simon Donner & Matthias Garschagen & James Ford & Virginie K. E. Duvat & Colette C. C. Wabnitz, 2024. "Habitability of low-lying socio-ecological systems under a changing climate," Climatic Change, Springer, vol. 177(1), pages 1-19, January.
    4. Weiqing Han & Lei Zhang & Gerald A. Meehl & Shoichiro Kido & Tomoki Tozuka & Yuanlong Li & Michael J. McPhaden & Aixue Hu & Anny Cazenave & Nan Rosenbloom & Gary Strand & B. Jason West & Wen Xing, 2022. "Sea level extremes and compounding marine heatwaves in coastal Indonesia," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    5. Zhang, Yitong & Hao, Zengchao & Zhang, Yu, 2023. "Agricultural risk assessment of compound dry and hot events in China," Agricultural Water Management, Elsevier, vol. 277(C).
    6. J. J. Wijetunge & N. G. P. B. Neluwala, 2023. "Compound flood hazard assessment and analysis due to tropical cyclone-induced storm surges, waves and precipitation: a case study for coastal lowlands of Kelani river basin in Sri Lanka," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 116(3), pages 3979-4007, April.
    7. Song, Yang & Zhang, Zhiyuan & Sahut, Jean-Michel & Rubin, Ofir, 2023. "Incentivizing green technology innovation to confront sustainable development," Technovation, Elsevier, vol. 126(C).
    8. Victor Duarte & Diogo Duarte & Dejanir H. Silva, 2024. "Machine Learning for Continuous-Time Finance," CESifo Working Paper Series 10909, CESifo.
    9. Wang, Sumingyue & Wang, Xinlu & Xu, Liang, 2023. "Debt maturity structure and the quality of risk disclosures," Journal of Corporate Finance, Elsevier, vol. 83(C).
    10. Kuik, Onno & Zhou, Fujin & Ciullo, Alessio & Brusselaers, Jan, 2022. "How vulnerable is Europe to severe climate-related natural disasters abroad? A dynamic CGE analysis of the international financial and economic impacts of a large hurricane in the southern USA," Conference papers 333438, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    11. Xin Xu & Feng Xiong & Zhe An, 2023. "Using Machine Learning to Predict Corporate Fraud: Evidence Based on the GONE Framework," Journal of Business Ethics, Springer, vol. 186(1), pages 137-158, August.
    12. Barrington-Leigh, C.P., 2024. "The econometrics of happiness: Are we underestimating the returns to education and income?," Journal of Public Economics, Elsevier, vol. 230(C).
    13. Semeyutin, Artur & Kaawach, Said & Kara, Alper, 2023. "CEO risk-culture, bank stability and the case of the Silicon Valley Bank," Economics Letters, Elsevier, vol. 233(C).
    14. Haidong Zhao & Lina Zhang & M. B. Kirkham & Stephen M. Welch & John W. Nielsen-Gammon & Guihua Bai & Jiebo Luo & Daniel A. Andresen & Charles W. Rice & Nenghan Wan & Romulo P. Lollato & Dianfeng Zheng, 2022. "U.S. winter wheat yield loss attributed to compound hot-dry-windy events," Nature Communications, Nature, vol. 13(1), pages 1-9, December.
    15. Isabel Dorado-Liñán & Blanca Ayarzagüena & Flurin Babst & Guobao Xu & Luis Gil & Giovanna Battipaglia & Allan Buras & Vojtěch Čada & J. Julio Camarero & Liam Cavin & Hugues Claessens & Igor Drobyshev , 2022. "Jet stream position explains regional anomalies in European beech forest productivity and tree growth," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    16. Ongsakul, Viput & Papangkorn, Suwongrat & Jiraporn, Pornsit, 2023. "Estimating the effect of climate change exposure on firm value using climate policy uncertainty: A text-based approach," Journal of Behavioral and Experimental Finance, Elsevier, vol. 40(C).
    17. Luisa Faust & Maura Kolbe & Sasan Mansouri & Paul P. Momtaz, 2022. "The Crowdfunding of Altruism," JRFM, MDPI, vol. 15(3), pages 1-29, March.
    18. Alex Kim & Maximilian Muhn & Valeri Nikolaev, 2023. "Bloated Disclosures: Can ChatGPT Help Investors Process Information?," Papers 2306.10224, arXiv.org, revised Feb 2024.
    19. Su, Chi Wei & Wei, Shenkai & Wang, Yan & Tao, Ran, 2024. "How does climate policy uncertainty affect the carbon market?," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    20. Veruska Muccione & Thomas Lontzek & Christian Huggel & Philipp Ott & Nadine Salzmann, 2023. "An application of dynamic programming to local adaptation decision-making," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 119(1), pages 523-544, October.

    More about this item

    Keywords

    Corporate green innovation; Climate risk; MD&A; Textual analysis;
    All these keywords.

    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G40 - Financial Economics - - Behavioral Finance - - - General
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting

    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:eee:finlet:v:59:y:2024:i:c:s1544612323011340. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/frl .

    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.