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The Impact of the Spread of Risks in the Upstream Trade Network of the International Cobalt Industry Chain

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  • Xiaoxue Wang

    (School of Economics and Management, China University of Geosciences (Wuhan), Wuhan 430074, China)

  • Han Sun

    (School of Economics and Management, China University of Geosciences (Wuhan), Wuhan 430074, China
    Resource, Environment and Economic Research Center, China University of Geosciences (Wuhan), Wuhan 430074, China)

  • Linjie Gu

    (School of Economics and Management, China University of Geosciences (Wuhan), Wuhan 430074, China)

  • Zhenghao Meng

    (School of Economics and Management, China University of Geosciences (Wuhan), Wuhan 430074, China)

  • Liyi Yang

    (School of Economics and Management, China University of Geosciences (Wuhan), Wuhan 430074, China)

  • Jinhua Cheng

    (School of Economics and Management, China University of Geosciences (Wuhan), Wuhan 430074, China
    Resource, Environment and Economic Research Center, China University of Geosciences (Wuhan), Wuhan 430074, China)

Abstract

The intensifying global competition for cobalt resources and the increasing likelihood of trade decoupling and disruption are profoundly impacting the global energy transition. In a globalized trade environment, a decline in cobalt supply from exporting countries can spread through the trade network, negatively affecting demand countries. Quantitative analysis of the negative impacts of export supply declines in various countries can help identify early risks in the global supply chain, providing a scientific basis for energy security, industrial development, and policy responses. This study constructs a trade network using trade data on metal cobalt, cobalt powder, cobalt concentrate, and ore sand from the upstream (mining, selection, and smelting) stages of the cobalt industry chain across 155 countries and regions from 2000 to 2023. Based on this, an impact diffusion model is established, incorporating the trade volumes and production levels of cobalt resources in each country to measure their resilience to shocks and determine their direct or indirect dependencies. The study then simulates the impact on countries (regions) when each country’s supply is completely interrupted or reduced by 50%. The results show that: (1) The global cobalt trade network exhibits a ‘one superpower, multiple strong players’ characteristic. Congo (DRC) has a far greater destructive power than other countries, while South Africa, Zambia, Australia, Russia, and other countries have higher destructive power due to their strong storage and production capabilities, strong smelting capabilities, or as important trade transit countries. (2) The global cobalt trade network primarily consists of three major risk areas. The African continent, the Philippines and Indonesia in Southeast Asia, Australia in Oceania, and Russia, the United States, China, and the United Kingdom in Eurasia and North America form the primary risk zones for global cobalt trade. (3) When there is a complete disruption or a 50% reduction in export supply, China will suffer the greatest average demand loss, far exceeding the second-tier countries such as the United States, South Africa, and Zambia. In contrast, European countries and other regions worldwide will experience the smallest average demand loss.

Suggested Citation

  • Xiaoxue Wang & Han Sun & Linjie Gu & Zhenghao Meng & Liyi Yang & Jinhua Cheng, 2025. "The Impact of the Spread of Risks in the Upstream Trade Network of the International Cobalt Industry Chain," Sustainability, MDPI, vol. 17(15), pages 1-16, July.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:15:p:6711-:d:1708354
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    References listed on IDEAS

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    1. Guo, Kun & Luan, Liyuan & Cai, Xiaoli & Zhang, Dayong & Ji, Qiang, 2024. "Energy trade stability of China: Policy options with increasing climate risks," Energy Policy, Elsevier, vol. 184(C).
    2. Shuanglei Xu & Zhixi Liu & Ik Joong Youn, 2025. "Evolution and Impact of the Global Trade Network for Strategic Environmental Products," Journal of Environmental Assessment Policy and Management (JEAPM), World Scientific Publishing Co. Pte. Ltd., vol. 27(01), pages 1-42, March.
    3. Shi, Qing & Sun, Xiaoqi & Xu, Man & Wang, Mengjiao, 2022. "The multiplex network structure of global cobalt industry chain," Resources Policy, Elsevier, vol. 76(C).
    4. Serhan Cevik, 2025. "Long live globalization: geopolitical shocks and international trade," International Economics and Economic Policy, Springer, vol. 22(2), pages 1-20, May.
    5. Shao, Liuguo & Kou, Wenwen & Zhang, Hua, 2022. "The evolution of the global cobalt and lithium trade pattern and the impacts of the low-cobalt technology of lithium batteries based on multiplex network," Resources Policy, Elsevier, vol. 76(C).
    6. Yang, Jingluan & Chen, Wei, 2023. "Unravelling the landscape of global cobalt trade: Patterns, robustness, and supply chain security," Resources Policy, Elsevier, vol. 86(PB).
    7. Faqin Lin & Xuecao Li & Ningyuan Jia & Fan Feng & Hai Huang & Jianxi Huang & Shenggen Fan & Philippe Ciais & Xiao-Peng Song, 2023. "The impact of Russia-Ukraine conflict on global food security," Post-Print hal-04044917, HAL.
    8. Ruohan Wu, 2023. "Natural disasters, climate change, and structural transformation: A new perspective from international trade," The World Economy, Wiley Blackwell, vol. 46(5), pages 1333-1377, May.
    9. Li, Yingli & Huang, Jianbai & Zhang, Hongwei, 2022. "The impact of country risks on cobalt trade patterns from the perspective of the industrial chain," Resources Policy, Elsevier, vol. 77(C).
    10. Guo, Yaoqi & Li, Yingli & Liu, Yongheng & Zhang, Hongwei, 2023. "The impact of geopolitical relations on the evolution of cobalt trade network from the perspective of industrial chain," Resources Policy, Elsevier, vol. 85(PA).
    11. Lin, Faqin & Li, Xuecao & Jia, Ningyuan & Feng, Fan & Huang, Hai & Huang, Jianxi & Fan, Shenggen & Ciais, Philippe & Song, Xiao Peng, 2023. "The impact of Russia-Ukraine conflict on global food security," LSE Research Online Documents on Economics 117700, London School of Economics and Political Science, LSE Library.
    12. Yu, Yu & Ma, Daipeng & Zhu, Weiwei, 2023. "Resilience assessment of international cobalt trade network," Resources Policy, Elsevier, vol. 83(C).
    13. Rachidi, Ntebatše R. & Nwaila, Glen T. & Zhang, Steven E. & Bourdeau, Julie E. & Ghorbani, Yousef, 2021. "Assessing cobalt supply sustainability through production forecasting and implications for green energy policies," Resources Policy, Elsevier, vol. 74(C).
    14. Sartori, Martina & Schiavo, Stefano, 2015. "Connected we stand: A network perspective on trade and global food security," Food Policy, Elsevier, vol. 57(C), pages 114-127.
    15. Alan Feng & Haishi Li & Yulin Wang, 2025. "We are All in the Same Boat: Cross-Border Spillovers of Climate Shocks through International Trade and Supply Chains," The Economic Journal, Royal Economic Society, vol. 135(669), pages 1433-1466.
    16. Becker, Jonathon M., 2021. "General equilibrium impacts on the U.S. economy of a disruption to Chinese cobalt supply," Resources Policy, Elsevier, vol. 71(C).
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