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Disruptive spillover effects of trade barriers on renewable energy supply chains: Evidence from non-targeted products in China's solar photovoltaic industry

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  • Lin, Boqiang
  • Liu, Yida

Abstract

Against the backdrop of the global energy transition, rising trade protectionism poses challenges for renewable energy supply chains. Although anti-dumping and countervailing (ADCV) measures primarily target PV modules, their spillover effects on upstream components such as photovoltaic glass remain underexplored. Using bilateral trade panel data from 2007 to 2020 and a multi-period difference-in-differences model, this study evaluates the export spillover impact of ADCV. Results show that: (1) ADCV significantly suppress China's PV glass exports, indicating upstream negative spillovers; (2) downstream demand contraction, supply chain interdependence, and overlapping export markets are key transmission channels; (3) PV glass exports were partially redirected to resource-rich and emerging markets, but the magnitude of this shift was smaller than that of targeted products; (4) ADCV also negatively impact other non-target products in the PV supply chain, including aluminum frames, EVA films, mounting structures, and inverters. These findings illustrate how trade barriers disrupt renewable energy supply chains and provide insights for strengthening supply chain coordination and resilience.

Suggested Citation

  • Lin, Boqiang & Liu, Yida, 2026. "Disruptive spillover effects of trade barriers on renewable energy supply chains: Evidence from non-targeted products in China's solar photovoltaic industry," Energy, Elsevier, vol. 343(C).
  • Handle: RePEc:eee:energy:v:343:y:2026:i:c:s0360544225054428
    DOI: 10.1016/j.energy.2025.139799
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    References listed on IDEAS

    as
    1. McCarthy, Killian J., 2016. "On the influence of the European trade barrier on the chinese pv industry: Is the solution to the solar-dispute “successful”?," Energy Policy, Elsevier, vol. 99(C), pages 154-157.
    2. Gao, Xue & Rai, Varun, 2019. "Local demand-pull policy and energy innovation: Evidence from the solar photovoltaic market in China," Energy Policy, Elsevier, vol. 128(C), pages 364-376.
    3. Baier, Scott L. & Bergstrand, Jeffrey H., 2009. "Bonus vetus OLS: A simple method for approximating international trade-cost effects using the gravity equation," Journal of International Economics, Elsevier, vol. 77(1), pages 77-85, February.
    4. Alessandro Borin & Michele Mancini, 2023. "Measuring what matters in value-added trade," Economic Systems Research, Taylor & Francis Journals, vol. 35(4), pages 586-613, October.
    5. David H. Autor & David Dorn & Gordon H. Hanson, 2013. "The China Syndrome: Local Labor Market Effects of Import Competition in the United States," American Economic Review, American Economic Association, vol. 103(6), pages 2121-2168, October.
    6. Pol Antràs & Davin Chor, 2013. "Organizing the Global Value Chain," Econometrica, Econometric Society, vol. 81(6), pages 2127-2204, November.
    7. Chen, Zhisong & Su, Shong-Iee Ivan, 2022. "Countervailing effect and mitigation policy: A game-theoretical study in dual international competing photovoltaic supply chains," Renewable Energy, Elsevier, vol. 183(C), pages 160-171.
    8. Sascha O. Becker & Marc-Andreas Muendler, 2015. "Trade and tasks: an exploration over three decades in Germany," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 30(84), pages 589-641.
    9. Daron Acemoglu & Ufuk Akcigit & William Kerr, 2016. "Networks and the Macroeconomy: An Empirical Exploration," NBER Macroeconomics Annual, University of Chicago Press, vol. 30(1), pages 273-335.
    10. Lin, Boqiang & Liu, Yida, 2025. "Renewable energy trade destruction and deflection: Effects of antidumping and countervailing measures on Chinese solar photovoltaic exports," Energy Policy, Elsevier, vol. 204(C).
    11. Zhu, Xiangdong & He, Canfei & Gu, Zhutong, 2021. "Benefit from local or destination? The export expansion of Chinese photovoltaic industry under trade protection," Energy Economics, Elsevier, vol. 104(C).
    12. Agnieszka Hajdukiewicz & Bożena Pera, 2020. "International Trade Disputes over Renewable Energy—the Case of the Solar Photovoltaic Sector," Energies, MDPI, vol. 13(2), pages 1-23, January.
    13. Guan, Qing & An, Haizhong & Wang, Kaiming & Duan, Yueran & Zhang, Yixiong, 2020. "Functional trade patterns and their contributions to international photovoltaic trade revealed by network motifs," Energy, Elsevier, vol. 195(C).
    14. Chen, Huangxin & Zhao, Xin & Smutka, Luboš & Henry, James Tumba & Barut, Abdulkadir & Shahzad, U., 2025. "Exploring the impact of China's low carbon energy technology trade on alleviating energy poverty in Belt and Road Initiative countries," Energy, Elsevier, vol. 318(C).
    15. Wang, Hongwei & Zheng, Shilin & Zhang, Yanhua & Zhang, Kai, 2016. "Analysis of the policy effects of downstream Feed-In Tariff on China’s solar photovoltaic industry," Energy Policy, Elsevier, vol. 95(C), pages 479-488.
    16. Bown, Chad P. & Crowley, Meredith A., 2013. "Import protection, business cycles, and exchange rates: Evidence from the Great Recession," Journal of International Economics, Elsevier, vol. 90(1), pages 50-64.
    17. Hughes, Llewelyn & Meckling, Jonas, 2017. "The politics of renewable energy trade: The US-China solar dispute," Energy Policy, Elsevier, vol. 105(C), pages 256-262.
    18. Gereffi,Gary, 2019. "Global Value Chains and Development," Cambridge Books, Cambridge University Press, number 9781108471947.
    19. Doan, Thang Ngoc & Nguyen, Trung Thanh, 2025. "Energy uncertainty and energy trade: International evidence," Energy, Elsevier, vol. 319(C).
    20. Wang, Mudan & Xie, Zeyu, 2025. "International trade barriers, export and industrial resilience: An empirical study based on the EU and USA antidumping and countervailing policies on photovoltaic products," Energy Policy, Elsevier, vol. 201(C).
    21. Che, Xiao-Jing & Zhou, P. & Chai, Kah-Hin, 2022. "Regional policy effect on photovoltaic (PV) technology innovation: Findings from 260 cities in China," Energy Policy, Elsevier, vol. 162(C).
    22. Mary Amiti & Stephen J. Redding & David E. Weinstein, 2019. "The Impact of the 2018 Tariffs on Prices and Welfare," Journal of Economic Perspectives, American Economic Association, vol. 33(4), pages 187-210, Fall.
    23. Katrin Oesingmann, 2022. "The determinants of air cargo flows and the role of multinational agreements: An empirical comparison with trade and air passenger flows," The World Economy, Wiley Blackwell, vol. 45(8), pages 2370-2393, August.
    24. Che, Xiao-Jing & Zhou, P. & Wang, M., 2022. "The policy effect on photovoltaic technology innovation with regional heterogeneity in China," Energy Economics, Elsevier, vol. 115(C).
    25. Gao, Shanshan & Song, Zhouying, 2025. "Trade frictions on China's photovoltaic trade and their reshaping effects," Renewable Energy, Elsevier, vol. 244(C).
    26. Liu, Jing & Zhang, Jun, 2025. "Horizontal or vertical spillover: A study on the risk propagation mechanism of China's renewable energy industry chain," Renewable Energy, Elsevier, vol. 249(C).
    27. Shuai, Jing & Chen, Chien-fei & Cheng, Jinhua & Leng, Zhihui & Wang, Zihan, 2018. "Are China's solar PV products competitive in the context of the Belt and Road Initiative?," Energy Policy, Elsevier, vol. 120(C), pages 559-568.
    28. Gereffi,Gary, 2019. "Global Value Chains and Development," Cambridge Books, Cambridge University Press, number 9781108458863.
    29. Johnson, Robert C. & Noguera, Guillermo, 2012. "Accounting for intermediates: Production sharing and trade in value added," Journal of International Economics, Elsevier, vol. 86(2), pages 224-236.
    30. Frederick Mayer & Gary Gereffi, 2019. "International development organizations and global value chains," Chapters, in: Stefano Ponte & Gary Gereffi & Gale Raj-Reichert (ed.), Handbook on Global Value Chains, chapter 35, pages 570-584, Edward Elgar Publishing.
    31. 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).
    32. Lin, Boqiang & Liu, Yida, 2024. "Global carbon neutrality and China's contribution: The impact of international carbon market policies on China's photovoltaic product exports," Energy Policy, Elsevier, vol. 193(C).
    33. Li, Xiao-Lin & Li, Jingya & Wang, Jia & Si, Deng-Kui, 2021. "Trade policy uncertainty, political connection and government subsidy: Evidence from Chinese energy firms," Energy Economics, Elsevier, vol. 99(C).
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