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Can corporate climate risk drive digital transformation? Evidence from Chinese heavy-polluting enterprises

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  • Chen, Wen
  • Zhang, Qiuyue

Abstract

In current years, global climate risks have intensified significantly, causing profound impacts on corporate operations and regulatory environments. This paper takes China's heavy-polluting listed firms from 2010 to 2022 as a sample, establishes a firm-level climate risk index, and studies the impact of corporate climate risk on digital transformation. The empirical research based on a dual fixed effects model indicates that for every one standard deviation's increase in climate risk, the level of digital transformation will increase by 0.0314 standard deviations. This effect is achieved by reducing corporate fixed asset investment as well as increasing diversification. Furthermore, among the eight major energy-consuming industries, non-state-owned enterprises, and enterprises facing significant financing constraints, the promotion of the digital transformation in heavy-polluting enterprises is obvious due to climate risks. This study suggests that digital transformation is likely to be a conscious selection for enterprises to adapt themselves to climate change, implying that there exist enormous digital business opportunities in the current business practice of climate adaption. In addition, this study provides a brand-new perspective for understanding the relationship between digitization and greening, which has strategic significance for policy makers to jointly promote the coordinated transformation and development of digitization and greening.

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  • Chen, Wen & Zhang, Qiuyue, 2025. "Can corporate climate risk drive digital transformation? Evidence from Chinese heavy-polluting enterprises," Technological Forecasting and Social Change, Elsevier, vol. 212(C).
    • Handle: RePEc:eee:tefoso:v:212:y:2025:i:c:s0040162525000216
    DOI: 10.1016/j.techfore.2025.123990
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    as
    1. Li, Yue & Goodell, John W. & Shen, Dehua, 2023. "Market reaction to climate risk report disclosures: The roles of investor attention and sentiment," Finance Research Letters, Elsevier, vol. 58(PA).
    2. Campiglio, Emanuele, 2016. "Beyond carbon pricing: The role of banking and monetary policy in financing the transition to a low-carbon economy," Ecological Economics, Elsevier, vol. 121(C), pages 220-230.
    3. Juan He & Xiaodong Du & Wei Tu, 2024. "Can corporate digital transformation alleviate financing constraints?," Applied Economics, Taylor & Francis Journals, vol. 56(20), pages 2434-2450, April.
    4. Li, Rui & Xu, Shoufu & Zhang, Yun, 2023. "Can digital transformation reduce within-firm pay inequality? Evidence from China," Economic Modelling, Elsevier, vol. 129(C).
    5. Shabir, Mohsin & Jiang, Ping & Shahab, Yasir & Wang, Wenhao & Işık, Özcan & Mehroush, Iqra, 2024. "Diversification and bank stability: Role of political instability and climate risk," International Review of Economics & Finance, Elsevier, vol. 89(PB), pages 63-92.
    6. Shobande, Olatunji A. & Ogbeifun, Lawrence & Tiwari, Aviral Kumar, 2024. "Unlocking information technology infrastructure for promoting climate resilience and environmental quality," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
    7. Changling Sun & Zixi Zhang & Marek Vochozka & Iveta Vozòáková, 2022. "Enterprise digital transformation and debt financing cost in China’s A-share listed companies," Oeconomia Copernicana, Institute of Economic Research, vol. 13(3), pages 783-829, September.
    8. Wen Chen & Changyi Zhu & Qi Cheung & Siying Wu & Jun Zhang & Jia Cao, 2024. "How does digitization enable green innovation? Evidence from Chinese listed companies," Business Strategy and the Environment, Wiley Blackwell, vol. 33(5), pages 3832-3854, July.
    9. Lee, Chien-Chiang & Wang, Chih-Wei & Thinh, Bui Tien, 2023. "Green development, climate risks, and cash flow: International evidence," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    10. Sunder, Jayanthi & Sunder, Shyam V. & Zhang, Jingjing, 2017. "Pilot CEOs and corporate innovation," Journal of Financial Economics, Elsevier, vol. 123(1), pages 209-224.
    11. Zhu, Qing & Ma, Dan & He, Xin, 2023. "Digital transformation and firms' pollution emissions," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
    12. Zhuo Cheng & Tajul Ariffin Masron, 2023. "Economic policy uncertainty and corporate digital transformation: evidence from China," Applied Economics, Taylor & Francis Journals, vol. 55(40), pages 4625-4641, August.
    13. Gu, Qinen & Li, Shaofang & Tian, Sihua & Wang, Yuyouting, 2023. "Climate, geopolitical, and energy market risk interconnectedness: Evidence from a new climate risk index," Finance Research Letters, Elsevier, vol. 58(PB).
    14. Siwei Wang & Xin Li & Zibiao Li & Yongwei Ye, 2023. "The effects of government support on enterprises' digital transformation: Evidence from China," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(5), pages 2520-2539, July.
    15. Guo, Kun & Li, Yichong & Zhang, Yunhan & Ji, Qiang & Zhao, Wanli, 2023. "How are climate risk shocks connected to agricultural markets?," Journal of Commodity Markets, Elsevier, vol. 32(C).
    16. Rui Li & Jing Rao & Liangyong Wan, 2024. "Performance feedback and enterprise digital transformation," Applied Economics, Taylor & Francis Journals, vol. 56(23), pages 2720-2737, May.
    17. Qin, Meng & Zhu, Yujie & Xie, Xin & Shao, Xuefeng & Lobonţ, Oana-Ramona, 2024. "The impact of climate risk on technological progress under the fourth industrial era," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
    18. Qing Li & Hongyu Shan & Yuehua Tang & Vincent Yao, 2024. "Corporate Climate Risk: Measurements and Responses," The Review of Financial Studies, Society for Financial Studies, vol. 37(6), pages 1778-1830.
    19. Gaowen Kong & Jiating Huang & Shasha Liu, 2023. "Digital Transformation and Within-Firm Pay Gap: Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 59(6), pages 1748-1766, May.
    20. Zhu, Shuo & Gao, Jun & Chen, Kaijun, 2023. "Digital transformation and risk of share price crash: Evidence from a new digital transformation index," Finance Research Letters, Elsevier, vol. 58(PB).
    21. Le, Anh-Tuan & Tran, Thao Phuong & Mishra, Anil V., 2023. "Climate risk and bank stability: International evidence," Journal of Multinational Financial Management, Elsevier, vol. 70.
    22. Zhu, Bo & Hu, Xin & Deng, Yuanyue & Zhang, Bokai & Li, Xiru, 2023. "The differential effects of climate risks on non-fossil and fossil fuel stock markets: Evidence from China," Finance Research Letters, Elsevier, vol. 55(PB).
    23. Li, Minghuan & Jiang, Anxuan & Ma, Jianteng, 2023. "Digital transformation and income inequality within enterprises – Evidence from listed companies in China," Pacific-Basin Finance Journal, Elsevier, vol. 81(C).
    24. Dou, Bin & Guo, SongLin & Chang, XiaoChen & Wang, Yong, 2023. "Corporate digital transformation and labor structure upgrading," International Review of Financial Analysis, Elsevier, vol. 90(C).
    25. Chang, Xin & Fu, Kangkang & Low, Angie & Zhang, Wenrui, 2015. "Non-executive employee stock options and corporate innovation," Journal of Financial Economics, Elsevier, vol. 115(1), pages 168-188.
    26. Song, Yanwu & Wang, Can & Wang, Zhaohua, 2023. "Climate risk, institutional quality, and total factor productivity," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    27. Huynh, Thanh D. & Xia, Ying, 2021. "Climate Change News Risk and Corporate Bond Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 56(6), pages 1985-2009, September.
    28. Chwiłkowska-Kubala, Anna & Cyfert, Szymon & Malewska, Kamila & Mierzejewska, Katarzyna & Szumowski, Witold, 2023. "The impact of resources on digital transformation in energy sector companies. The role of readiness for digital transformation," Technology in Society, Elsevier, vol. 74(C).
    29. Lu, Zhenye & Lin, Yongjia & Li, You, 2023. "Does corporate engagement in digital transformation influence greenwashing? Evidence from China," Finance Research Letters, Elsevier, vol. 58(PD).
    30. Yang, Xin & Wei, Luohan & Deng, Rantian & Cao, Jie & Huang, Chuangxia, 2023. "Can climate-related risks increase audit fees?–Evidence from China," Finance Research Letters, Elsevier, vol. 57(C).
    31. Zhou, Shuya & Zhou, Peiyan & Ji, Hannah, 2022. "Can digital transformation alleviate corporate tax stickiness: The mediation effect of tax avoidance," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    32. Collender, Sierra & Gan, Baoqing & Nikitopoulos, Christina S. & Richards, Kylie-Anne & Ryan, Laura, 2023. "Climate transition risk in sovereign bond markets," Global Finance Journal, Elsevier, vol. 57(C).
    33. Pengyu Chen & Yuanyuan Hao, 2022. "Digital transformation and corporate environmental performance: The moderating role of board characteristics," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 29(5), pages 1757-1767, September.
    34. Mo, Yan & Liu, Xiaotong, 2023. "Climate policy uncertainty and digital transformation of enterprise—Evidence from China," Economics Letters, Elsevier, vol. 233(C).
    35. Amri, Fethi & Zaied, Younes Ben & Lahouel, Bechir Ben, 2019. "ICT, total factor productivity, and carbon dioxide emissions in Tunisia," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 212-217.
    36. Rabia Akram & Qiyuan Li & Mohit Srivastava & Yulu Zheng & Muhammad Irfan, 2024. "Nexus between Green Technology Innovation and Climate Policy Uncertainty: Unleashing the Role of Artificial Intelligence in an Emerging Economy," Post-Print hal-04846845, HAL.
    37. Zacharias Sautner & Laurence van Lent & Grigory Vilkov & Ruishen Zhang, 2023. "Pricing Climate Change Exposure," Management Science, INFORMS, vol. 69(12), pages 7540-7561, December.
    38. Youmeng Wu & Hao Sun & Hongliang Sun & Chi Xie, 2022. "Impact of Public Environmental Concerns on the Digital Transformation of Heavily Polluting Enterprises," IJERPH, MDPI, vol. 20(1), pages 1-19, December.
    39. Sun, Xiaolei & Shen, Yiran & Guo, Kun & Ji, Qiang, 2023. "Sovereign ratings change under climate risks," Research in International Business and Finance, Elsevier, vol. 66(C).
    40. Zhang, Zhihao, 2023. "Are climate risks helpful for understanding inflation in BRICS countries?," Finance Research Letters, Elsevier, vol. 58(PB).
    41. Qiong Xu & Xin Li & Fei Guo, 2023. "Digital transformation and environmental performance: Evidence from Chinese resource‐based enterprises," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(4), pages 1816-1840, July.
    42. Hongshan Ai & Shenglan Hu & Ke Li & Shuai Shao, 2020. "Environmental regulation, total factor productivity, and enterprise duration: Evidence from China," Business Strategy and the Environment, Wiley Blackwell, vol. 29(6), pages 2284-2296, September.
    43. Guo, Junyan & Fang, Hanqing & Liu, Xuexin & Wang, Cizhi & Wang, Yuan, 2023. "FinTech and financing constraints of enterprises: Evidence from China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 82(C).
    44. Zahoor, Nadia & Zopiatis, Anastasios & Adomako, Samuel & Lamprinakos, Grigorios, 2023. "The micro-foundations of digitally transforming SMEs: How digital literacy and technology interact with managerial attributes," Journal of Business Research, Elsevier, vol. 159(C).
    45. Fisman, Raymond & Svensson, Jakob, 2007. "Are corruption and taxation really harmful to growth? Firm level evidence," Journal of Development Economics, Elsevier, vol. 83(1), pages 63-75, May.
    46. Ali, Imran & Arslan, Ahmad & Tarba, Shlomo & Mainela, Tuija, 2023. "Supply chain resilience to climate change inflicted extreme events in agri-food industry: The role of social capital and network complexity," International Journal of Production Economics, Elsevier, vol. 264(C).
    47. Hossain, Ashrafee & Rjiba, Hatem & Zhang, Dongyang, 2023. "Ex-ante litigation risk and firm-level climate-change exposure," Journal of Economic Behavior & Organization, Elsevier, vol. 214(C), pages 731-746.
    48. Venturini, Alessio, 2022. "Climate change, risk factors and stock returns: A review of the literature," International Review of Financial Analysis, Elsevier, vol. 79(C).
    49. Akram, Rabia & Li, Qiyuan & Srivastava, Mohit & Zheng, Yulu & Irfan, Muhammad, 2024. "Nexus between green technology innovation and climate policy uncertainty: Unleashing the role of artificial intelligence in an emerging economy," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    50. Kopp, Thomas & Nabernegg, Markus & Lange, Steffen, 2023. "The net climate effect of digitalization, differentiating between firms and households," Energy Economics, Elsevier, vol. 126(C).
    51. Cevik, Serhan & Jalles, João Tovar, 2023. "For whom the bell tolls: Climate change and income inequality," Energy Policy, Elsevier, vol. 174(C).
    52. Serhan Cevik, João Tovar Jalles, 2023. "For Whom the Bell Tolls: Climate Change and Income Inequality," Working Papers REM 2023/0277, ISEG - Lisbon School of Economics and Management, REM, Universidade de Lisboa.
    53. Michael E. Porter & Claas van der Linde, 1995. "Toward a New Conception of the Environment-Competitiveness Relationship," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 97-118, Fall.
    54. Zheng, Shuxia & Zhang, Xiaoming & Wang, Hu, 2023. "Green credit policy and the stock price synchronicity of heavily polluting enterprises," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 251-264.
    55. Moyer, Jonathan D. & Hughes, Barry B., 2012. "ICTs: Do they contribute to increased carbon emissions?," Technological Forecasting and Social Change, Elsevier, vol. 79(5), pages 919-931.
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    More about this item

    Keywords

    Climate risk; Digital transformation; Heavy-polluting enterprises; China;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy

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