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Impacts of the CBAM on EU trade partners: consequences for developing countries

Author

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  • Guilherme Magacho
  • Etienne Espagne
  • Antoine Godin

Abstract

This article analyses the impact of the introduction of the Carbon Border Adjustment Mechanism (CBAM) on European Union (EU) trade partners, focusing especially on its potential socio-economic and external consequences for developing and emerging economies (EMDEs). It uses trade data and Multi-Regional Input-Output (MRIO) matrices to investigate the geographically and sectorally uneven distribution of CBAM’s potential impacts. The introduction of the CBAM by the EU is still under discussion. This mechanism, which seeks to reduce the incentives for firms to outsource their carbon emissions and promote a more generalised low-carbon transition, might disproportionally expose some non-EU economies. In absolute terms, Russia, China, Turkey, and Ukraine are the main EU trade partners in CBAM products, and hence the most exposed countries in external and socio-economic dimensions. In relative terms, the degree of exposure of economies that export CBAM products to Europe varies substantially, with many developing economies having more than 2% of their exports and 1% of their production impacted by this measure. East European economies, mainly in the Balkans, as well as Mozambique, Zimbabwe, and Cameroon in Africa, are the most exposed as far as the external dimension is concerned. In socio-economic terms, we can also include Morocco and Tajikistan to the group of most exposed economies. In the end, promoting the substitution of highly polluting technologies with green technologies seems notably easier in Europe than in EMDEs. Many jobs, tax revenues, and export revenues will be lost if the CBAM is implemented without taking into account the specificities of the EU’s trading partners. We discuss options to mitigate adverse consequences on EMDEs.The CBAM is a logical complementary policy to the EU-ETS, which aims to avoid EU industries outsourcing their production to countries that do not adopt similar levels of carbon pricing.Although most macroeconomic models generally assume that all countries have a relatively high capacity to migrate from one industry to another, evidence shows otherwise. Previous results analysing the impacts of the CBAM might hence have underestimated the consequences for developing and emerging economies.Accounting for rigidities in the production structure, we show that the CBAM may have a regressive impact, therefore requiring careful attention to its institutional design, especially if the objective is to reinforce global climate ambitions in line with the EU’s own decarbonisation strategy.Promoting the substitution of highly polluting technologies with green technologies seems notably easier in Europe than in EMDEs. Many jobs, tax revenues, and export revenues will be lost if the CBAM is implemented without taking into account the specificities of the EU’s trading partners.One possible way to minimise its side effects is to exempt the so-called least developed countries from the CBAM. Rather than an exemption, these countries could also receive targeted support from the EU to reduce their dependence on highly emitting industries, via transfer of technologies, climate subsidies, or concessional lending.The adoption of CBAM-like measures in other developed economies, such as Japan and North America, as well as in wealthier developing countries with the capacity to decarbonise their industries, such as China, would exacerbate the fragilities of emerging and developing economies unless counter-measures are taken.

Suggested Citation

  • Guilherme Magacho & Etienne Espagne & Antoine Godin, 2024. "Impacts of the CBAM on EU trade partners: consequences for developing countries," Climate Policy, Taylor & Francis Journals, vol. 24(2), pages 243-259, February.
  • Handle: RePEc:taf:tcpoxx:v:24:y:2024:i:2:p:243-259
    DOI: 10.1080/14693062.2023.2200758
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    1. Wang, Jingbo & Wen, Jianfeng & Long, Chao & Yang, Bo & Jiang, Lin, 2026. "Global electricity-carbon market nexus: A systematic review of synergistic efforts towards a net-zero power sector," Applied Energy, Elsevier, vol. 402(PB).
    2. Lena Kittel & Ulrich Fahl, 2025. "Carbon Leakage Protection—Model-Based Comparison of the Macroeconomic Effects of Different Instruments," Sustainability, MDPI, vol. 17(6), pages 1-19, March.
    3. 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).
    4. Natalia V. Starodubets & Yulia O. Grishchenko & Irina S. Belik & Natalia L. Nikulina, 2022. "Economic Assessment of the Consequences of the Carbon Border Adjustment Mechanism Introduction for the Regional Industrial Complex (on the Example of the Sverdlovsk Region)," Journal of Applied Economic Research, Graduate School of Economics and Management, Ural Federal University, vol. 21(4), pages 708-733.
    5. Steinhauser Dušan & Kittová Zuzana & Khúlová Lucia, 2024. "Relationship Between CO2 Emissions and Trade: The Case of the EU," Intereconomics: Review of European Economic Policy, Sciendo, vol. 59(1), pages 41-47, February.
    6. Clara Weinhardt & Ferdi De Ville, 2024. "The Geoeconomic Turn in EU Trade and Investment Policy: Implications for Developing Countries," Politics and Governance, Cogitatio Press, vol. 12.
    7. Magacho, Guilherme & Espagne, Etienne & Godin, Antoine & Mantes, Achilleas & Yilmaz, Devrim, 2023. "Macroeconomic exposure of developing economies to low-carbon transition," World Development, Elsevier, vol. 167(C).
    8. Magacho, Guilherme & Brancher, Marco & Tausch, Luca, 2026. "Low carbon transition's macroeconomic impacts in Latin America," Ecological Economics, Elsevier, vol. 241(C).
    9. Kasturi Das & Kaushik Ranjan Bandyopadhyay, 2025. "Impact of carbon border adjustment mechanism (CBAM) on steel decarbonization in India: a multi-stakeholder perspective on ambition vs. equity," International Environmental Agreements: Politics, Law and Economics, Springer, vol. 25(2), pages 195-229, June.
    10. Linfang Yan & Kaibin Weng & Heng Zhou & Di Zhu & Xingyang Zhu & Yong Zhou & Simeng Gao & Zhili Du, 2025. "The Long-Term Impact of Carbon Border Adjustment Mechanism on China’s Power Supply and Demand and Environmental Benefits: An Analysis Based on the Computable General Equilibrium Model," Energies, MDPI, vol. 18(18), pages 1-22, September.
    11. Tausch, Luca & Althouse, Jeffrey, 2025. "Ecologically unequal exchange (EUE) as a multi-tiered hierarchy: Investigating the interdependence of global and domestic environmental inequalities to explain China's rise," Ecological Economics, Elsevier, vol. 235(C).
    12. Amendola, Marco, 2025. "Winners and losers of the EU carbon border adjustment mechanism. An intra-EU issue?," Energy Economics, Elsevier, vol. 142(C).
    13. Jing Meng & Jingwen Huo & Zengkai Zhang & Yu Liu & Zhifu Mi & Dabo Guan & Kuishuang Feng, 2023. "The narrowing gap in developed and developing country emission intensities reduces global trade’s carbon leakage," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
    14. Teodor Kalpakchiev & Brent Jacobs & Markus Fraundorfer & Julia Martin-Ortega & Dana Cordell, 2025. "Creating an Alternative Governance for Phosphorus Circularity Through Framings That Strengthen Intersectoral Policy Coherence in the EU: Constraints and Implementation Possibilities," Sustainability, MDPI, vol. 17(4), pages 1-33, February.
    15. Lei Xu & Han Yin & Min Sun & Mengyu Wang & Kaiwen Shen & Jie Ji, 2025. "Carbon Abatement Technology Transformation and Correlated Risks in the Airline Industry," Sustainability, MDPI, vol. 17(4), pages 1-22, February.
    16. Chang, Xiangyun & Lu, Yongkang & Tang, Ou, 2026. "Strategic responses to the carbon border adjustment mechanism: When and how to implement a carbon tax," Omega, Elsevier, vol. 138(C).
    17. Susanna Paleari, 2024. "The Role of Strategic Autonomy in the EU Green Transition," Sustainability, MDPI, vol. 16(6), pages 1-22, March.
    18. Dolphin, Geoffroy & Ferrucci, Gianluigi, 2026. "The EU’s CBAM: implications for member states and trading partners," Working Paper Series 3177, European Central Bank.
    19. Chen, Zhe-Yi & Zhao, Lu-Tao & Cheng, Lei & Qiu, Rui-Xiang, 2025. "How does China respond to the Carbon Border Adjustment Mechanism? An approach of global trade analysis," Energy Policy, Elsevier, vol. 198(C).
    20. Constantin Johnson & Max Åhman & Lars J. Nilsson & Zhenxi Li, 2025. "Emerging green steel markets surrounding the EU emissions trading system and carbon border adjustment mechanism," Nature Communications, Nature, vol. 16(1), pages 1-16, December.

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