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Geopolitical risks and carbon emissions: the mediating effect of industrial structure upgrading

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Listed:
  • Rongrong Li

    (China University of Petroleum (East China))

  • Qiang Wang

    (China University of Petroleum (East China))

  • Xueting Li

    (China University of Petroleum (East China))

Abstract

This study investigates the complex relationship between geopolitical risks and carbon emissions, highlighting the mediating role of industrial structure upgrading. A threshold effect model combined with bootstrap estimation is applied to panel data from 41 countries. The results indicate that geopolitical risks significantly influence carbon emissions, with divergent impacts observed across different economic contexts. In high-income countries, geopolitical tensions typically lead to increased carbon emissions due to strategic shifts in energy resource allocation. Conversely, in lower-income countries, such risks often result in decreased energy demand and reduced emissions. The study further examines how industrial structure upgrading modulates the interaction between geopolitical risks and carbon emissions. The results indicate that industrial structure upgrading exhibits a double-threshold effect. As the industrial structure value changes, the impact coefficient of geopolitical risk on carbon emissions globally decreases from 0.103 to −0.030, whereas in high-income countries, the coefficient decreases from 0.048 to –0.029. This study offers policy insights for mitigating carbon emissions in the context of geopolitical risks.

Suggested Citation

  • Rongrong Li & Qiang Wang & Xueting Li, 2025. "Geopolitical risks and carbon emissions: the mediating effect of industrial structure upgrading," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-15, December.
    • Handle: RePEc:pal:palcom:v:12:y:2025:i:1:d:10.1057_s41599-025-05172-5
    DOI: 10.1057/s41599-025-05172-5
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    1. Dario Caldara & Matteo Iacoviello, 2022. "Measuring Geopolitical Risk," American Economic Review, American Economic Association, vol. 112(4), pages 1194-1225, April.
    2. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    3. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    4. Mustafa Tevfik Kartal & Ugur Korkut Pata, 2023. "The Function of Geopolitical Risk on Carbon Neutrality Under the Shadow of Russia-Ukraine Conflict: Evidence from Russia's Sectoral CO2 Emissions by High-Frequency Data and Quantile-Based Methods," Journal of Sustainable Development Issues (JOSDI), SDIjournals, vol. 1(1), pages 1-12, December.
    5. Shuhua Zhang & Jian Li & Bao Jiang & Tianmiao Guo, 2023. "Government Intervention, Structural Transformation, and Carbon Emissions: Evidence from China," IJERPH, MDPI, vol. 20(2), pages 1-19, January.
    6. Zhao, Zuoxiang & Gozgor, Giray & Lau, Marco Chi Keung & Mahalik, Mantu Kumar & Patel, Gupteswar & Khalfaoui, Rabeh, 2023. "The impact of geopolitical risks on renewable energy demand in OECD countries," Energy Economics, Elsevier, vol. 122(C).
    7. Kaddour Hadri, 2000. "Testing for stationarity in heterogeneous panel data," Econometrics Journal, Royal Economic Society, vol. 3(2), pages 148-161.
    8. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    9. Wang, Yafei & Liao, Meng & Wang, Yafei & Xu, Lixiao & Malik, Arunima, 2021. "The impact of foreign direct investment on China's carbon emissions through energy intensity and emissions trading system," Energy Economics, Elsevier, vol. 97(C).
    10. Su, Bin & Ang, B.W., 2015. "Multiplicative decomposition of aggregate carbon intensity change using input–output analysis," Applied Energy, Elsevier, vol. 154(C), pages 13-20.
    11. Adams, Samuel & Adedoyin, Festus & Olaniran, Eniola & Bekun, Festus Victor, 2020. "Energy consumption, economic policy uncertainty and carbon emissions; causality evidence from resource rich economies," Economic Analysis and Policy, Elsevier, vol. 68(C), pages 179-190.
    12. Su, Chi-Wei & Khan, Khalid & Umar, Muhammad & Zhang, Weike, 2021. "Does renewable energy redefine geopolitical risks?," Energy Policy, Elsevier, vol. 158(C).
    13. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    14. Baur, Dirk G. & Smales, Lee A., 2020. "Hedging geopolitical risk with precious metals," Journal of Banking & Finance, Elsevier, vol. 117(C).
    15. Ding, Tao & Li, Hao & Tan, Ruipeng & Zhao, Xin, 2023. "How does geopolitical risk affect carbon emissions?: An empirical study from the perspective of mineral resources extraction in OECD countries," Resources Policy, Elsevier, vol. 85(PB).
    16. Hoang, Dung Phuong & Chu, Lan Khanh & To, Thanh Trung & Le, Ha Thanh, 2025. "The interaction of energy diversification policy and geopolitical uncertainty in sustaining the environment: International evidence," Energy Policy, Elsevier, vol. 200(C).
    17. Yang, Yuying & Li, Jianping & Sun, Xiaolei & Chen, Jianming, 2014. "Measuring external oil supply risk: A modified diversification index with country risk and potential oil exports," Energy, Elsevier, vol. 68(C), pages 930-938.
    18. Alexey Mikhaylov & Ishaq M. Bhatti & Hasan Dinçer & Serhat Yüksel, 2024. "Integrated decision recommendation system using iteration-enhanced collaborative filtering, golden cut bipolar for analyzing the risk-based oil market spillovers," Computational Economics, Springer;Society for Computational Economics, vol. 63(1), pages 305-338, January.
    19. Du, Yuqiu & Wang, Wendi, 2023. "The role of green financing, agriculture development, geopolitical risk, and natural resource on environmental pollution in China," Resources Policy, Elsevier, vol. 82(C).
    20. Riti, Joshua Sunday & Shu, Yang & Riti, Miriam-Kamah J., 2022. "Geopolitical risk and environmental degradation in BRICS: Aggregation bias and policy inference," Energy Policy, Elsevier, vol. 166(C).
    21. Nguyen, Trang Thi Thuy & Pham, Binh Thai & Sala, Hector, 2022. "Being an emerging economy: To what extent do geopolitical risks hamper technology and FDI inflows?," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 728-746.
    22. Zhu, Zhimeng & Hunjra, Ahmed Imran & Alharbi, Samar S. & Zhao, Shikuan, 2025. "Global energy transition under geopolitical risks: An empirical investigation," Energy Economics, Elsevier, vol. 145(C).
    23. Paramati, Sudharshan Reddy & Safiullah, Md & Soytas, Ugur, 2025. "Does geopolitical risk increase carbon emissions and public health risk?," Energy Economics, Elsevier, vol. 143(C).
    24. He, Zhi-Wen & Lee, Chien-Chiang & Sharma, Susan Sunila, 2025. "The impact of geopolitical risks on the renewable energy transition," Energy Economics, Elsevier, vol. 143(C).
    25. Kai-Hua Wang & Jia-Min Kan & Cui-Feng Jiang & Chi-Wei Su, 2022. "Is Geopolitical Risk Powerful Enough to Affect Carbon Dioxide Emissions? Evidence from China," Sustainability, MDPI, vol. 14(13), pages 1-16, June.
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