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Carbon Border Adjustment Mechanism as a Catalyst for Greenfield Investment: Evidence from Chinese Listed Firms Using a Difference-in-Differences Model

Author

Listed:
  • Jiayi Liu

    (School of Finance and Economics, Jiangsu University, Zhenjiang 212000, China)

  • Weidong Wang

    (School of Finance and Economics, Jiangsu University, Zhenjiang 212000, China)

  • Tengfei Jiang

    (School of Finance and Economics, Jiangsu University, Zhenjiang 212000, China)

  • Huirong Ben

    (School of Finance and Economics, Jiangsu University, Zhenjiang 212000, China)

  • Jie Dai

    (School of Finance and Economics, Jiangsu University, Zhenjiang 212000, China)

Abstract

Research on the EU’s Carbon Border Adjustment Mechanism (CBAM) has predominantly examined its implications for climate governance and export trade yet overlooked how enterprises adapt their foreign investment strategies. Using panel data from Chinese listed companies between 2011 and 2022, this study employs the CBAM as a quasi-natural experiment and applies a difference-in-differences (DID) model for analysis. Our findings indicate that the CBAM has a significant positive impact on outward greenfield investments, as robustly validated through a series of rigorous robustness checks. Mechanism analysis reveals two operational channels: trade restructuring effect (reduced export shares) and innovation-driven demand effect (enhanced R&D intensity). Heterogeneity tests further indicate more substantial CBAM responsiveness among eastern coastal firms, non-state-owned enterprises, and those pursuing horizontal production-oriented expansions. This study contributes to the literature on CBAM’s effects and offers practical recommendations for enterprises to mitigate CBAM’s impact via greenfield investments.

Suggested Citation

  • Jiayi Liu & Weidong Wang & Tengfei Jiang & Huirong Ben & Jie Dai, 2025. "Carbon Border Adjustment Mechanism as a Catalyst for Greenfield Investment: Evidence from Chinese Listed Firms Using a Difference-in-Differences Model," Sustainability, MDPI, vol. 17(8), pages 1-21, April.
    • Handle: RePEc:gam:jsusta:v:17:y:2025:i:8:p:3492-:d:1634194
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    as
    1. Pami Dua & Reetika Garg, 2015. "Macroeconomic determinants of foreign direct investment: evidence from India," Journal of Developing Areas, Tennessee State University, College of Business, vol. 49(1), pages 133-155, January-M.
    2. Paola Cardamone & Margherita Scoppola, 2015. "Tariffs and EU countries foreign direct investment: Evidence from a dynamic panel model," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 24(1), pages 1-23, February.
    3. James R. Markusen, 2004. "Multinational Firms and the Theory of International Trade," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262633078, December.
    4. Xie, Qing & Yin, Hua, 2024. "Business environment and the choice of entry mode of OFDI: Evidence from China," Journal of Asian Economics, Elsevier, vol. 92(C).
    5. Bergstrand, Jeffrey H. & Egger, Peter, 2007. "A knowledge-and-physical-capital model of international trade flows, foreign direct investment, and multinational enterprises," Journal of International Economics, Elsevier, vol. 73(2), pages 278-308, November.
    6. He, Zheng & Liu, Zhengkai & Zhao, Yiaxin & Zhao, Yuanjun, 2024. "Is more digital always better? A nonlinear perspective on corporate digital transformation and OFDI," International Review of Financial Analysis, Elsevier, vol. 96(PA).
    7. Clora, Francesco & Yu, Wusheng & Corong, Erwin, 2023. "Alternative carbon border adjustment mechanisms in the European Union and international responses: Aggregate and within-coalition results," Energy Policy, Elsevier, vol. 174(C).
    8. Perdana, Sigit & Vielle, Marc, 2022. "Making the EU Carbon Border Adjustment Mechanism acceptable and climate friendly for least developed countries," Energy Policy, Elsevier, vol. 170(C).
    9. Elhanan Helpman & Marc J. Melitz & Stephen R. Yeaple, 2004. "Export Versus FDI with Heterogeneous Firms," American Economic Review, American Economic Association, vol. 94(1), pages 300-316, March.
    10. Schinko, Thomas & Bednar-Friedl, Birgit & Steininger, Karl W. & Grossmann, Wolf D., 2014. "Switching to carbon-free production processes: Implications for carbon leakage and border carbon adjustment," Energy Policy, Elsevier, vol. 67(C), pages 818-831.
    11. Li, Wei & Liu, Xing & Lu, Can, 2023. "Analysis of China's steel response ways to EU CBAM policy based on embodied carbon intensity prediction," Energy, Elsevier, vol. 282(C).
    12. Zhou, Xiaoyang & Zhu, Qiuyun & Xu, Lei & Wang, Kai & Yin, Xiang & Mangla, Sachin Kumar, 2024. "The effect of carbon tariffs and the associated coping strategies: A global supply chain perspective," Omega, Elsevier, vol. 122(C).
    13. Liu, Liyun & Zhao, Zhenzhi & Su, Bin & Ng, Tsan Sheng & Zhang, Mingming & Qi, Lin, 2021. "Structural breakpoints in the relationship between outward foreign direct investment and green innovation: An empirical study in China," Energy Economics, Elsevier, vol. 103(C).
    14. Gu, Rongrong & Guo, Ji & Huang, Yuxiang & Wu, Xianhua, 2023. "Impact of the EU carbon border adjustment mechanism on economic growth and resources supply in the BASIC countries," Resources Policy, Elsevier, vol. 85(PB).
    15. Jean‐Francois Hennart & Sabine Reddy, 1997. "The Choice Between Mergers/Acquisitions And Joint Ventures: The Case Of Japanese Investors In The United States," Strategic Management Journal, Wiley Blackwell, vol. 18(1), pages 1-12, January.
    16. Deng, Yirui & Yin, Mengjuan & Xu, Xiaofeng & Yu, Lean & Gao, Guowei & Ma, Li, 2024. "How to develop global energy-intensive sectors in the presence of carbon tariffs?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 91(C).
    17. Yang, Qin & Gong, Xiuguo & Chen, Tao & Xiao, Tian, 2025. "Political risk impact on China’s OFDI along the belt and road initiative," Finance Research Letters, Elsevier, vol. 71(C).
    18. Zheng, Xiaxuan & Chen, Yueyan, 2024. "Does supply-chain-finance help to improve the efficiency of outward foreign direct investment?," Finance Research Letters, Elsevier, vol. 59(C).
    19. Yang, Jiao-Hui & Wang, Wei & Wang, Kai-Li & Yeh, Chung-Ying, 2018. "Capital intensity, natural resources, and institutional risk preferences in Chinese Outward Foreign Direct Investment," International Review of Economics & Finance, Elsevier, vol. 55(C), pages 259-272.
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