THE HIDDEN COST OF GLOBAL TRADE: GOVERNMENT ROLES IN MANAGING POLLUTION TRANSFER BETWEEN IMPORTING AND EXPORTING NATIONS: AN ANALYSIS OF ECONOMIC BURDEN DISTRIBUTION AND POLICY INTERVENTIONS
Abstract
This study aims to reveal the relationship between world consumption of commodities and local environmental and health consequences. To do that, we used 2022 greenhouse gas emissions data from the Global Carbon Project, Andrew & Peters (2024), and 2024 Air Quality Index statistics of these countries to research the truth of the Pollution Haven Hypothesis. Our nested multiple linear regression models demonstrate that while approximately 25% of global CO2 emissions are embodied in international trade, a nation’s domestic ambient air quality is ultimately dictated more by institutional regulatory capacity and macroeconomic development stage rather than its net trade status. Furthermore, we quantify the localized human costs of this structural imbalance, estimating over 208,500 annual premature deaths in major manufacturing hubs like China due to export-embedded production. Based on these empirical dynamics, this paper details an institutional governance framework evaluating consumption-based carbon accounting, Carbon Border Adjustment Mechanism (CBAM) revenue-recycling, and WTO-UNFCCC structural synchronization to align macroeconomic incentives with global environmental justice.
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References
- 1. Andrew, R. M., & Peters, G. P. (2024). Global Carbon Budget 2024 emissions data (Version 1.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.14041180
- 2. Carbon Brief. (2018). Mapped: The world's largest CO2 importers and exporters. Retrieved from https://www.carbonbrief.org/mapped-worlds-largest-co2-importers-exporters/
- 3. Climate Leadership Council. (2024). Emissions from imports: An untapped opportunity for decarbonization. Retrieved from https://clcouncil.org/blog/emissions-from-imports-an-untapped-opportunity-for-decarbonization/
- 4. Dechezleprêtre, A., Haramboure, A., Kögel, Clara., Lalanne, G., & Yamano, N. (2025). Carbon Border Adjustments: The potential effects of the EU CBAM along the supply chain. OECD Science, Technology and Industry Working Papers, No. 2025/02, OECD Publishing, Paris. https://doi.org/10.1787/e8c3d060-en
- 5. European Commission. (2023). Carbon Border Adjustment Mechanism. Retrieved from https://taxation-customs.ec.europa.eu/carbon-border-adjustment-mechanism_en
- 6. EU CBAM Omnibus I. (2025). Structural Optimization and Simplification Frameworks for Non-EU Trade Partners. Official Gazette of the European Union.
- 7. GBD India Collaborators. (2020). Health and economic impact of air pollution in the states of India: The Global Burden of Disease Study 2019. The Lancet Planetary Health, 4(12), e912-e924.
- 8. Global Carbon Project. (2024). Global Carbon Budget 2024. Retrieved from https://globalcarbonbudget.org/
- 9. Grossman, G. M., & Krueger, A. B. (1995). Economic growth and the environment. The Quarterly Journal of Economics, 110(2), 353-377.
- 10. Hu, W., Zheng, B., Henze, D. K., Lu, N., Wang, X., Zhang, L., Fu, T.-M., & Zhao, Y. (2024). Health burdens related to emission sources and cross-provincial air pollution in China. npj Climate and Atmospheric Science, 7(1), 312. https://doi.org/10.1038/s41612-024-00812-z
- 11. Huang, J., Zhang, K., Zhao, H., Fu, R., & Li, Z. (2023). Environmental effects of China's export trade to the countries along Belt and Road. International Journal of Environmental Research and Public Health, 20(6), 4698.
- 12. IMF. (2024). Carbon pricing at export markets: Trade-related implications. IMF Staff Country Reports, 2024(151).
- 13. Institute for Health Effects. (2022). State of Global Air 2022. Boston, MA: Health Effects Institute.
- 14. Kanemoto, K., Moran, D., Lenzen, M., & Geschke, A. (2019). International trade undermines national emission reduction targets: New evidence from air pollution. Global Environmental Change, 24, 52-59.
- 15. Levinson, A. (2020). International trade and air pollution damages in the United States. Economic Analysis and Policy, 65, 2-12.
- 16. Li, L., Lei, Y., Pan, D., et al. (2016). Economic evaluation of the air pollution effect on public health in China's 74 cities. SpringerPlus, 5, 402.
- 17. Liu, L., Zhao, Y., Zhao, H., Wang, Y., & Nielsen, C. P. (2023). Impacts of receiving international industrial transfer on China's air quality and health exceed those of export trade. Environmental Science & Technology, 57, 16989-16998.
- 18. Mehling, M. A., van Asselt, H., Das, K., Droege, S., & Verkuijl, C. (2019). Designing border carbon adjustments for enhanced climate action. American Journal of International Law, 113(3), 433-481.
- 19. OECD. (2021). CO2 emissions embodied in international trade and domestic final demand. OECD Science, Technology and Industry Working Papers.
- 20. OECD. (2025). What to expect from the EU Carbon Border Adjustment Mechanism? OECD Policy Brief.
- 21. Ritchie, H., Roser, M., & Rosado, P. (2020). CO₂ and greenhouse gas emissions. Published online at OurWorldInData.org. Retrieved from https://ourworldindata.org/co2-and-greenhouse-gas-emissions
- 22. Sato, M., & Dechezleprêtre, A. (2015). Asymmetric industrial energy prices and international trade. Energy Economics, 52, S130-S141.
- 23. Smith, J. K. (2020). Exporting air pollution impacts the health of most Indians. Outlook Planet. Retrieved from https://planet.outlookindia.com/
- 24. Steininger, K. W., Lininger, C., Meyer, L. H., Muñoz, P., & Schinko, T. (2016). Multiple carbon accounting to support just and effective climate policies. Nature Climate Change, 6(1), 35-41.
- 25. Wang, H., et al. (2017). Trade-driven relocation of air pollution and health impacts in China. Nature Communications, 8, 738.
- 26. World Air Report. (2020). State of Global Air 2020: Special report on air pollution and health. Health Effects Institute.
- 27. Yang, J., & Zhang, B. (2018). Air pollution and healthcare expenditure: Implications for the benefit of air pollution control in China. Environment International, 120, 443-455.
- 28. Zhou, X., Guo, Q., Wang, Y., & Wang, G. (2022). Trade and embodied 〖"CO" 〗_2 emissions: Analysis from a global input–output perspective. International Journal of Environmental Research and Public Health, 19(21), 14605. https://doi.org/10.3390/ijerph192114605