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The impact of country risk on energy trade patterns based on complex network and panel regression analyses

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  • Zhang, Hongwei
  • Wang, Ying
  • Yang, Cai
  • Guo, Yaoqi

Abstract

As an important component of developing strategies for most countries, global energy trade is easily affected by country risk. Therefore, it is necessary to determine the impact of country risk on energy trade patterns. This study analyzes the trade patterns of energy importers and exporters from the network perspective, and further explores the impacts of different kinds of country risk (political risk and economic risk) on trade patterns in a global sample from 2000 to 2016. Network analysis shows that in the global energy market, countries have different roles and occupy different central positions, with China and Russia being the most important countries. Panel regression analysis reveals that country risk significantly affects the trade patterns of energy importers and exporters. Importers should focus on the negative impacts of the economic risk, which decreases the importers’ resource anti-control ability and worsens their relationships with important countries. For exporters, political and economic risk have a negative impact on their total trade volume and their resource control ability. This study suggests that countries identify their trade patterns and pay more attention to the driving force of country risk in the formation of energy trade patterns.

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  • 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).
  • Handle: RePEc:eee:energy:v:222:y:2021:i:c:s0360544221002280
    DOI: 10.1016/j.energy.2021.119979
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    as
    1. Dong, Di & Gao, Xiangyun & Sun, Xiaoqi & Liu, Xueyong, 2018. "Factors affecting the formation of copper international trade community: Based on resource dependence and network theory," Resources Policy, Elsevier, vol. 57(C), pages 167-185.
    2. Gert Sabidussi, 1966. "The centrality index of a graph," Psychometrika, Springer;The Psychometric Society, vol. 31(4), pages 581-603, December.
    3. Ji, Qiang & Guo, Jian-Feng, 2015. "Oil price volatility and oil-related events: An Internet concern study perspective," Applied Energy, Elsevier, vol. 137(C), pages 256-264.
    4. Lee, Chi-Chuan & Lee, Chien-Chiang & Ning, Shao-Lin, 2017. "Dynamic relationship of oil price shocks and country risks," Energy Economics, Elsevier, vol. 66(C), pages 571-581.
    5. Hao, Xiaoqing & An, Haizhong & Qi, Hai & Gao, Xiangyun, 2016. "Evolution of the exergy flow network embodied in the global fossil energy trade: Based on complex network," Applied Energy, Elsevier, vol. 162(C), pages 1515-1522.
    6. An, Haizhong & Gao, Xiangyun & Fang, Wei & Huang, Xuan & Ding, Yinghui, 2014. "The role of fluctuating modes of autocorrelation in crude oil prices," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 393(C), pages 382-390.
    7. Zhang, Hongwei & Wang, Ying & Zhu, Xuehong & Guo, Yaoqi, 2020. "The impact of energy trade patterns on CO2 emissions: An emergy and network analysis," Energy Economics, Elsevier, vol. 92(C).
    8. Wang, Wenya & Li, Zhenfu & Cheng, Xin, 2019. "Evolution of the global coal trade network: A complex network analysis," Resources Policy, Elsevier, vol. 62(C), pages 496-506.
    9. Zhong, Weiqiong & An, Haizhong & Shen, Lei & Fang, Wei & Gao, Xiangyun & Dong, Di, 2017. "The roles of countries in the international fossil fuel trade: An emergy and network analysis," Energy Policy, Elsevier, vol. 100(C), pages 365-376.
    10. Ge, Jianping & Wang, Xibo & Guan, Qing & Li, Weiheng & Zhu, He & Yao, Min, 2016. "World rare earths trade network: Patterns, relations and role characteristics," Resources Policy, Elsevier, vol. 50(C), pages 119-130.
    11. Chen, Hao & Liao, Hua & Tang, Bao-Jun & Wei, Yi-Ming, 2016. "Impacts of OPEC's political risk on the international crude oil prices: An empirical analysis based on the SVAR models," Energy Economics, Elsevier, vol. 57(C), pages 42-49.
    12. Suleman, Tahir & Gupta, Rangan & Balcilar, Mehmet, 2017. "Does country risks predict stock returns and volatility? Evidence from a nonparametric approach," Research in International Business and Finance, Elsevier, vol. 42(C), pages 1173-1195.
    13. Chuang, Ming Chih & Ma, Hwong Wen, 2013. "Energy security and improvements in the function of diversity indices—Taiwan energy supply structure case study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 24(C), pages 9-20.
    14. Chedid, R. & Kobrosly, M. & Ghajar, R., 2007. "A supply model for crude oil and natural gas in the Middle East," Energy Policy, Elsevier, vol. 35(4), pages 2096-2109, April.
    15. Martinez-Jaramillo, Serafin & Alexandrova-Kabadjova, Biliana & Bravo-Benitez, Bernardo & Solórzano-Margain, Juan Pablo, 2014. "An empirical study of the Mexican banking system’s network and its implications for systemic risk," Journal of Economic Dynamics and Control, Elsevier, vol. 40(C), pages 242-265.
    16. Jia, Xiaoliang & An, Haizhong & Sun, Xiaoqi & Huang, Xuan & Wang, Lijun, 2017. "Evolution of world crude oil market integration and diversification: A wavelet-based complex network perspective," Applied Energy, Elsevier, vol. 185(P2), pages 1788-1798.
    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. Brown, Mark T. & Protano, Gaetano & Ulgiati, Sergio, 2011. "Assessing geobiosphere work of generating global reserves of coal, crude oil, and natural gas," Ecological Modelling, Elsevier, vol. 222(3), pages 879-887.
    19. 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.
    20. Ramazan Sari & Mehmet Uzunkaya & Shawkat Hammoudeh, 2013. "The Relationship Between Disaggregated Country Risk Ratings and Stock Market Movements: An ARDL Approach," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 49(1), pages 4-16, January.
    21. Luca De Benedictis & Lucia Tajoli, 2011. "The World Trade Network," The World Economy, Wiley Blackwell, vol. 34(8), pages 1417-1454, August.
    22. Liu, Chang & Sun, Xiaolei & Chen, Jianming & Li, Jianping, 2016. "Statistical properties of country risk ratings under oil price volatility: Evidence from selected oil-exporting countries," Energy Policy, Elsevier, vol. 92(C), pages 234-245.
    23. An, Haizhong & Zhong, Weiqiong & Chen, Yurong & Li, Huajiao & Gao, Xiangyun, 2014. "Features and evolution of international crude oil trade relationships: A trading-based network analysis," Energy, Elsevier, vol. 74(C), pages 254-259.
    24. Vivoda, Vlado, 2014. "Natural gas in Asia: Trade, markets and regional institutions," Energy Policy, Elsevier, vol. 74(C), pages 80-90.
    25. Li, Xianguo, 2005. "Diversification and localization of energy systems for sustainable development and energy security," Energy Policy, Elsevier, vol. 33(17), pages 2237-2243, November.
    26. Le Coq, Chloé & Paltseva, Elena, 2009. "Measuring the security of external energy supply in the European Union," Energy Policy, Elsevier, vol. 37(11), pages 4474-4481, November.
    27. 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.
    28. Chen, Guang & Kong, Rui & Wang, Yixin, 2020. "Research on the evolution of lithium trade communities based on the complex network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 540(C).
    29. Zhong, Weiqiong & An, Haizhong & Shen, Lei & Dai, Tao & Fang, Wei & Gao, Xiangyun & Dong, Di, 2017. "Global pattern of the international fossil fuel trade: The evolution of communities," Energy, Elsevier, vol. 123(C), pages 260-270.
    30. An, Qier & Wang, Lang & Qu, Debin & Zhang, Hujun, 2018. "Dependency network of international oil trade before and after oil price drop," Energy, Elsevier, vol. 165(PA), pages 1021-1033.
    31. Ediger, Volkan S. & Berk, Istemi, 2011. "Crude oil import policy of Turkey: Historical analysis of determinants and implications since 1968," Energy Policy, Elsevier, vol. 39(4), pages 2132-2142, April.
    32. Zhang, Hai-Ying & Ji, Qiang & Fan, Ying, 2015. "What drives the formation of global oil trade patterns?," Energy Economics, Elsevier, vol. 49(C), pages 639-648.
    Full references (including those not matched with items on IDEAS)

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