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Features and Evolution of Global Energy Trade Patterns from the Perspective of Complex Networks

Author

Listed:
  • Yingnan Cong

    (Business School, China University of Political Science and Law, Beijing 100088, China)

  • Yufei Hou

    (Business School, China University of Political Science and Law, Beijing 100088, China)

  • Jiaming Jiang

    (Center for Artificial Intelligence and Mathematical Data Science, Okayama University, Okayama 700-8530, Japan)

  • Shuangzi Chen

    (School of Economics, Hebei University, Baoding 071000, China)

  • Xiaojing Cai

    (Graduate School of Humanities and Social Sciences, Okayama University, Okayama 700-0583, Japan)

Abstract

As an integral part of economic trade, energy trade is crucial to international dynamics and national interests. In this study, an international energy trade network is constructed by abstracting countries as nodes and representing energy trade relations as edges. A variety of indicators are designed in terms of networks, nodes, bilaterals, and communities to analyze the temporal and spatial evolution of the global energy trade network from 2001 to 2020. The results indicate that network density and strength have been steadily increasing since the beginning of the 21st century. It is observed that the position of the United States as the core of the international energy market is being impacted by emerging developing countries, thus affecting the existing trade balance based on topological analysis. The weighted analysis of bilateral relations demonstrates that emerging countries such as China, Brazil, and Saudi Arabia are pursuing closer cooperation. The community analysis reveals that an increasing number of countries possess strong energy trade capabilities, resulting in a corresponding increase in energy trade volumes.

Suggested Citation

  • Yingnan Cong & Yufei Hou & Jiaming Jiang & Shuangzi Chen & Xiaojing Cai, 2023. "Features and Evolution of Global Energy Trade Patterns from the Perspective of Complex Networks," Energies, MDPI, vol. 16(15), pages 1-17, July.
  • Handle: RePEc:gam:jeners:v:16:y:2023:i:15:p:5677-:d:1205159
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    References listed on IDEAS

    as
    1. Chen, Jiandong & Xie, Qiaoli & Shahbaz, Muhammad & Song, Malin & Wu, Yuliang, 2021. "The fossil energy trade relations among BRICS countries," Energy, Elsevier, vol. 217(C).
    2. Geng, Jiang-Bo & Ji, Qiang & Fan, Ying, 2014. "A dynamic analysis on global natural gas trade network," Applied Energy, Elsevier, vol. 132(C), pages 23-33.
    3. Wu, Gang & Pu, Yue & Shu, Tianran, 2021. "Features and evolution of global energy trade network based on domestic value-added decomposition of export," Energy, Elsevier, vol. 228(C).
    4. Fen Li & Cunyi Yang & Zhenghui Li & Pierre Failler, 2021. "Does Geopolitics Have an Impact on Energy Trade? Empirical Research on Emerging Countries," Sustainability, MDPI, vol. 13(9), pages 1-24, May.
    5. Diniz Oliveira, Thais & Costa Gurgel, Angelo & Tonry, Steve, 2021. "Potential trading partners of a brazilian emissions trading scheme: The effects of linking with a developed region (Europe) and two developing regions (Latin America and China)," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    6. Barrera-Santana, J. & Marrero, Gustavo A. & Ramos-Real, Francisco J., 2022. "Income, energy and the role of energy efficiency governance," Energy Economics, Elsevier, vol. 108(C).
    7. Ding, Guanzu & Guo, Guangyuan & Wu, Caiyun & Yu, Jiawen, 2022. "China-US trade friction and welfare: The role of regional trade agreements," Economic Modelling, Elsevier, vol. 113(C).
    8. Zhang, Dongyang & Kong, Qunxi, 2022. "Green energy transition and sustainable development of energy firms: An assessment of renewable energy policy," Energy Economics, Elsevier, vol. 111(C).
    9. Economidou, M. & Ringel, M. & Valentova, M. & Castellazzi, L. & Zancanella, P. & Zangheri, P. & Serrenho, T. & Paci, D. & Bertoldi, P., 2022. "Strategic energy and climate policy planning: Lessons learned from European energy efficiency policies," Energy Policy, Elsevier, vol. 171(C).
    10. He, Shutong & Blasch, Julia & van Beukering, Pieter & Wang, Junfeng, 2022. "Energy labels and heuristic decision-making: The role of cognition and energy literacy," Energy Economics, Elsevier, vol. 114(C).
    11. Adyr A. Estévez-Bén & Alfredo Alvarez-Diazcomas & Juvenal Rodríguez-Reséndiz, 2020. "Transformerless Multilevel Voltage-Source Inverter Topology Comparative Study for PV Systems," Energies, MDPI, vol. 13(12), pages 1-26, June.
    12. Amador, João, 2012. "Energy content in manufacturing exports: A cross-country analysis," Energy Economics, Elsevier, vol. 34(4), pages 1074-1081.
    13. Zhang, Hai-Ying & Ji, Qiang & Fan, Ying, 2014. "Competition, transmission and pattern evolution: A network analysis of global oil trade," Energy Policy, Elsevier, vol. 73(C), pages 312-322.
    14. Zhong, Weiqiong & An, Haizhong & Fang, Wei & Gao, Xiangyun & Dong, Di, 2016. "Features and evolution of international fossil fuel trade network based on value of emergy," Applied Energy, Elsevier, vol. 165(C), pages 868-877.
    15. Zhou, Yang & Xie, Chi & Wang, Gang-Jin & Zhu, You & Uddin, Gazi Salah, 2023. "Analysing and forecasting co-movement between innovative and traditional financial assets based on complex network and machine learning," Research in International Business and Finance, Elsevier, vol. 64(C).
    16. Gao, Cuixia & Sun, Mei & Shen, Bo, 2015. "Features and evolution of international fossil energy trade relationships: A weighted multilayer network analysis," Applied Energy, Elsevier, vol. 156(C), pages 542-554.
    17. Zhang, Hongwei & Wang, Ying & Yang, Cai & Guo, Yaoqi, 2021. "The impact of country risk on energy trade patterns based on complex network and panel regression analyses," Energy, Elsevier, vol. 222(C).
    18. Chen, Wei & Hou, Xiaoli & Jiang, Manrui & Jiang, Cheng, 2022. "Identifying systemically important financial institutions in complex network: A case study of Chinese stock market," Emerging Markets Review, Elsevier, vol. 50(C).
    19. Vernay, Anne-Lorène & Sebi, Carine & Arroyo, Fabrice, 2023. "Energy community business models and their impact on the energy transition: Lessons learnt from France," Energy Policy, Elsevier, vol. 175(C).
    20. Ren, Bo & Li, Huajiao & Shi, Jianglan & Liu, Yanxin & Qi, Yajie, 2022. "Identifying the key sectors and paths of the embodied energy in BRICS nations: A weighted multilayer network approach," Energy, Elsevier, vol. 239(PB).
    21. Joan Batalla, Jordi Paniagua, and Elisa Trujillo-Baute, 2019. "Energy Market Integration and Electricity Trade," Economics of Energy & Environmental Policy, International Association for Energy Economics, vol. 0(Number 2).
    22. Christopher M. Dent, 2018. "Clean Energy Trade Governance: Reconciling Trade Liberalism and Climate Interventionism?," New Political Economy, Taylor & Francis Journals, vol. 23(6), pages 728-747, November.
    23. Li, Jiaman & Dong, Xiucheng & Jiang, Qingzhe & Dong, Kangyin & Liu, Guixian, 2021. "Natural gas trade network of countries and regions along the belt and road: Where to go in the future?," Resources Policy, Elsevier, vol. 71(C).
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