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Global value chain upgrading effects of the renewable energy product trade network: A dual perspective of dynamic evolution and non-linear effects

Author

Listed:
  • Song, Yuegang
  • Du, Chongmiao
  • Zhang, Xiaoyu
  • Song, Changqing
  • Lee, Chien-Chiang

Abstract

Based on the social network analysis method and the trade data of renewable energy products among 58 countries, this study draws a global trade network topology map and explores the overall characteristics, characteristic distribution and country comparison of the trade network of renewable energy products. On this basis, it empirically tests the Global Value Chain (GVC) upgrading effect caused by the degree of centrality, connection strength, and heterogeneity of the trade network of renewable energy products. Results demonstrate that the degree of centrality, connection strength, and heterogeneity of the trade network of renewable energy products have significant value chain upgrading effects, and their effects vary due to different trade directions and industrial development stages. In the entire stage of industrial development, the effect of network degree centrality on the promotion of the value chain division of labour is gradually weakened, and the effects of connection strength and geographical concentration on the promotion of the value chain division of labour are inverted N-shaped and N-shaped, respectively. Further analysis shows that there is a significant threshold effect based on the level of economic development between the connection strength and heterogeneity of the trade network of renewable energy products and the value chain division status. The conclusions of this study provide a new perspective for a country to realize the high-end climbing of the renewable energy product value chain in combination with its own national conditions.

Suggested Citation

  • Song, Yuegang & Du, Chongmiao & Zhang, Xiaoyu & Song, Changqing & Lee, Chien-Chiang, 2025. "Global value chain upgrading effects of the renewable energy product trade network: A dual perspective of dynamic evolution and non-linear effects," Renewable Energy, Elsevier, vol. 249(C).
  • Handle: RePEc:eee:renene:v:249:y:2025:i:c:s0960148125008407
    DOI: 10.1016/j.renene.2025.123178
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    References listed on IDEAS

    as
    1. Arnold, Jens M. & Javorcik, Beata S. & Mattoo, Aaditya, 2011. "Does services liberalization benefit manufacturing firms?: Evidence from the Czech Republic," Journal of International Economics, Elsevier, vol. 85(1), pages 136-146, September.
    2. Xu, Helian & Feng, Lianyue & Wu, Gang & Zhang, Qi, 2021. "Evolution of structural properties and its determinants of global waste paper trade network based on temporal exponential random graph models," Renewable and Sustainable Energy Reviews, Elsevier, vol. 149(C).
    3. Zhang, Zixuan & Chen, Huaichao, 2022. "Dynamic interaction of renewable energy technological innovation, environmental regulation intensity and carbon pressure: Evidence from China," Renewable Energy, Elsevier, vol. 192(C), pages 420-430.
    4. Nathan Nunn, 2007. "Relationship-Specificity, Incomplete Contracts, and the Pattern of Trade," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 569-600.
    5. Greaney, Theresa M., 2003. "Reverse importing and asymmetric trade and FDI: a networks explanation," Journal of International Economics, Elsevier, vol. 61(2), pages 453-465, December.
    6. Lee, Chien-Chiang & Wen, Huwei, 2025. "Global value chain embedding and enterprise energy efficiency: A worldwide firm-level analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 207(C).
    7. Tomohiko Inui & Kenta Ikeuchi & Ayako Obashi & Qizhong Yang, 2021. "The impact of regulatory distance from global standards on a country’s centrality in global value chains," International Economics, CEPII research center, issue 166, pages 95-115.
    8. Gozgor, Giray & Paramati, Sudharshan Reddy, 2022. "Does energy diversification cause an economic slowdown? Evidence from a newly constructed energy diversification index," Energy Economics, Elsevier, vol. 109(C).
    9. Luca De Benedictis & Lucia Tajoli, 2011. "The World Trade Network," The World Economy, Wiley Blackwell, vol. 34(8), pages 1417-1454, August.
    10. Lee, Chien-Chiang & Wang, Chih-Wei & Liu, Fengyun, 2024. "Does green credit promote the performance of new energy companies and how? The role of R&D investment and financial development," Renewable Energy, Elsevier, vol. 235(C).
    11. Zhi Wang & Shang-Jin Wei, 2010. "What Accounts for the Rising Sophistication of China's Exports?," NBER Chapters, in: China's Growing Role in World Trade, pages 63-104, National Bureau of Economic Research, Inc.
    12. Thomas Chaney, 2014. "The Network Structure of International Trade," American Economic Review, American Economic Association, vol. 104(11), pages 3600-3634, November.
    13. Bill McEvily & Akbar Zaheer, 1999. "Bridging ties: a source of firm heterogeneity in competitive capabilities," Strategic Management Journal, Wiley Blackwell, vol. 20(12), pages 1133-1156, December.
    14. repec:spo:wpmain:info:hdl:2441/7an8r1ubqs93caeqs80puld0tp is not listed on IDEAS
    15. Li, Xiang & Ying Jin, Yu & Chen, Guanrong, 2003. "Complexity and synchronization of the World trade Web," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 328(1), pages 287-296.
    16. Xi, Yue & Huynh, Anh Ngoc Quang & Jiang, Yushi & Hong, Yanran, 2023. "Energy transition concern: Time-varying effect of climate policy uncertainty on renewables consumption," Technological Forecasting and Social Change, Elsevier, vol. 192(C).
    17. Thomas Chaney, 2014. "The Network Structure of International Trade," SciencePo Working papers hal-03579668, HAL.
    18. David L. Hummels & Georg Schaur, 2013. "Time as a Trade Barrier," American Economic Review, American Economic Association, vol. 103(7), pages 2935-2959, December.
    19. 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).
    20. Tilak Abeysinghe & Kristin Forbes, 2005. "Trade Linkages and Output‐Multiplier Effects: a Structural VAR Approach with a Focus on Asia," Review of International Economics, Wiley Blackwell, vol. 13(2), pages 356-375, May.
    21. Raja Kali & Fabio Mendez & Javier Reyes, 2007. "Trade structure and economic growth," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 16(2), pages 245-269.
    22. Fan, Ying & Ren, Suting & Cai, Hongbo & Cui, Xuefeng, 2014. "The state's role and position in international trade: A complex network perspective," Economic Modelling, Elsevier, vol. 39(C), pages 71-81.
    23. 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.
    24. Song, Yuegang & Wang, Ziqi & Song, Changqing & Wang, Jianhua & Liu, Rong, 2024. "Impact of artificial intelligence on renewable energy supply chain vulnerability: Evidence from 61 countries," Energy Economics, Elsevier, vol. 131(C).
    25. Zhang, Hongwei & Wang, Xinyi & Tang, Jing & Guo, Yaoqi, 2022. "The impact of international rare earth trade competition on global value chain upgrading from the industrial chain perspective," Ecological Economics, Elsevier, vol. 198(C).
    26. Zhang, Mingming & Zheng, Weijia & Lee, Chien-Chiang, 2024. "Political connections and investment efficiency of renewable energy enterprises: The role of marketization," Energy Economics, Elsevier, vol. 139(C).
    27. Ghazouani, Tarek, 2022. "Dynamic impact of globalization on renewable energy consumption: Non-parametric modelling evidence," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    28. Sanjaya Lall & John Weiss & Hiroshi Oikawa, 2005. "China's Competitive Threat to Latin America: An Analysis for 1990-2002," Oxford Development Studies, Taylor & Francis Journals, vol. 33(2), pages 163-194.
    29. Hausmann, Ricardo & Rodrik, Dani, 2003. "Economic development as self-discovery," Journal of Development Economics, Elsevier, vol. 72(2), pages 603-633, December.
    30. Li, Feiyang & Lin, Ziyue & Huang, Liangxiong & Yang, Caiting, 2022. "Environmental regulation and global value chain division position:Analysis based on global transnational data," Energy Policy, Elsevier, vol. 168(C).
    31. Lee, Chien-Chiang & Wang, Tianhui, 2024. "The impact of renewable energy policies on the energy transition -– An empirical analysis of Chinese cities," Energy Economics, Elsevier, vol. 138(C).
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