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Trade and the Sustainable Energy Transition: Exploring the Impact of Trade on Total Factor Renewable Energy Efficiency

Author

Listed:
  • Lei Zhang

    (Institute of Circular Economy, Beijing University of Technology, Beijing 100124, China)

  • Liang Xie

    (Institute of Circular Economy, Beijing University of Technology, Beijing 100124, China)

  • Xianzhong Mu

    (Institute of Circular Economy, Beijing University of Technology, Beijing 100124, China)

  • Guangwen Hu

    (Institute of Circular Economy, Beijing University of Technology, Beijing 100124, China)

Abstract

Improving total factor renewable energy efficiency (TFREE) is crucial for developed countries to achieve a sustainable energy transformation. International trade is an important source of technological progress and may significantly promote TFREE. However, previous studies have largely overlooked the impact of trade on TFREE. To this end, this study attempts to examine the impact of trade on TFREE of 28 major, developed countries. The main findings are as follows: trade significantly improves TFREE; in terms of the magnitude of the effect, export is greater than import, and trade in goods is greater than trade in services. Trade in most industries promotes TFREE, but trade in the ores and metals industry inhibits TFREE. Trade can only promote TFREE in countries with a high human capital level, high renewable energy infrastructure level, and high institutional quality level. The lag effect of trade on TFREE shows an inverted U shape over time; the nonlinear impact of trade on TFREE shows an N shape as TFREE increases. Biased technological progress and technological improvement effects are the main paths for trade to enhance TFREE. This paper can provide a reference for developed countries to formulate appropriate trade policies to improve TFREE.

Suggested Citation

  • Lei Zhang & Liang Xie & Xianzhong Mu & Guangwen Hu, 2025. "Trade and the Sustainable Energy Transition: Exploring the Impact of Trade on Total Factor Renewable Energy Efficiency," Sustainability, MDPI, vol. 17(4), pages 1-27, February.
    • Handle: RePEc:gam:jsusta:v:17:y:2025:i:4:p:1566-:d:1590854
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    References listed on IDEAS

    as
    1. Barreto, Raul A., 2018. "Fossil fuels, alternative energy and economic growth," Economic Modelling, Elsevier, vol. 75(C), pages 196-220.
    2. Petrović, Predrag & Lobanov, Mikhail M., 2022. "Energy intensity and foreign direct investment nexus: Advanced panel data analysis," Applied Energy, Elsevier, vol. 311(C).
    3. Haider, Salman & Danish, Mohd Shadab & Sharma, Ruchi, 2019. "Assessing energy efficiency of Indian paper industry and influencing factors: A slack-based firm-level analysis," Energy Economics, Elsevier, vol. 81(C), pages 454-464.
    4. Jianda Wang & Xiucheng Dong & Kangyin Dong, 2021. "How renewable energy reduces CO2 emissions? Decoupling and decomposition analysis for 25 countries along the Belt and Road," Applied Economics, Taylor & Francis Journals, vol. 53(40), pages 4597-4613, August.
    5. Igogo, Tsisilile & Awuah-Offei, Kwame & Newman, Alexandra & Lowder, Travis & Engel-Cox, Jill, 2021. "Integrating renewable energy into mining operations: Opportunities, challenges, and enabling approaches," Applied Energy, Elsevier, vol. 300(C).
    6. Ji, Zhengsen & Niu, Dongxiao & Li, Wanying & Wu, Gengqi & Yang, Xiaolong & Sun, Lijie, 2022. "Improving the energy efficiency of China: An analysis considering clean energy and fossil energy resources," Energy, Elsevier, vol. 259(C).
    7. Pastor, Jesus T. & Lovell, C.A. Knox, 2005. "A global Malmquist productivity index," Economics Letters, Elsevier, vol. 88(2), pages 266-271, August.
    8. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    9. Wu, Haitao & Hao, Yu & Ren, Siyu, 2020. "How do environmental regulation and environmental decentralization affect green total factor energy efficiency: Evidence from China," Energy Economics, Elsevier, vol. 91(C).
    10. Wan, Jun & Baylis, Kathy & Mulder, Peter, 2015. "Trade-facilitated technology spillovers in energy productivity convergence processes across EU countries," Energy Economics, Elsevier, vol. 48(C), pages 253-264.
    11. Richard York, 2012. "Do alternative energy sources displace fossil fuels?," Nature Climate Change, Nature, vol. 2(6), pages 441-443, June.
    12. Li, Ke & Lin, Boqiang, 2017. "An application of a double bootstrap to investigate the effects of technological progress on total-factor energy consumption performance in China," Energy, Elsevier, vol. 128(C), pages 575-585.
    13. Wang, Gang & Sharma, Paritosh & Jain, Vipin & Shukla, Avanish & Shahzad Shabbir, Malik & Tabash, Mosab I. & Chawla, Chanchal, 2022. "The relationship among oil prices volatility, inflation rate, and sustainable economic growth: Evidence from top oil importer and exporter countries," Resources Policy, Elsevier, vol. 77(C).
    14. Zhang, Caiqing & Chen, Panyu, 2022. "Applying the three-stage SBM-DEA model to evaluate energy efficiency and impact factors in RCEP countries," Energy, Elsevier, vol. 241(C).
    15. Nicolai T. Borgen, 2016. "Fixed effects in unconditional quantile regression," Stata Journal, StataCorp LP, vol. 16(2), pages 403-415, June.
    16. Nicholas Apergis & Ruhul Salim, 2015. "Renewable energy consumption and unemployment: evidence from a sample of 80 countries and nonlinear estimates," Applied Economics, Taylor & Francis Journals, vol. 47(52), pages 5614-5633, November.
    17. Wang, Rongji & Laila, Ume & Nazir, Rabia & Hao, Xibin, 2023. "Unleashing the influence of industrialization and trade openness on renewable energy intensity using path model analysis: A roadmap towards sustainable development," Renewable Energy, Elsevier, vol. 202(C), pages 280-288.
    18. Liu, Fengqin & Sim, Jae-yeon & Sun, Huaping & Edziah, Bless Kofi & Adom, Philip Kofi & Song, Shunfeng, 2023. "Assessing the role of economic globalization on energy efficiency: Evidence from a global perspective," China Economic Review, Elsevier, vol. 77(C).
    19. Bi, Gong-Bing & Song, Wen & Zhou, P. & Liang, Liang, 2014. "Does environmental regulation affect energy efficiency in China's thermal power generation? Empirical evidence from a slacks-based DEA model," Energy Policy, Elsevier, vol. 66(C), pages 537-546.
    20. Wang, Shubin & Zhao, Erlong & Razzaq, Hafiz Kashif, 2022. "Dynamic role of renewable energy efficiency, natural resources, and climate technologies in realizing environmental sustainability: Implications for China," Renewable Energy, Elsevier, vol. 198(C), pages 1095-1104.
    21. Miremadi, I. & Saboohi, Y. & Arasti, M., 2019. "The influence of public R&D and knowledge spillovers on the development of renewable energy sources: The case of the Nordic countries," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 450-463.
    22. Joakim Westerlund, 2005. "New Simple Tests for Panel Cointegration," Econometric Reviews, Taylor & Francis Journals, vol. 24(3), pages 297-316.
    23. Chen, Weidong & Geng, Wenxin, 2017. "Fossil energy saving and CO2 emissions reduction performance, and dynamic change in performance considering renewable energy input," Energy, Elsevier, vol. 120(C), pages 283-292.
    24. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    25. Calvert, K. & Pearce, J.M. & Mabee, W.E., 2013. "Toward renewable energy geo-information infrastructures: Applications of GIScience and remote sensing that build institutional capacity," Renewable and Sustainable Energy Reviews, Elsevier, vol. 18(C), pages 416-429.
    26. Yu Hao & Yunxia Guo & Haitao Wu, 2022. "The role of information and communication technology on green total factor energy efficiency: Does environmental regulation work?," Business Strategy and the Environment, Wiley Blackwell, vol. 31(1), pages 403-424, January.
    27. Cao, Dongqin & Peng, Can & Yang, Guanglei & Zhang, Wei, 2022. "How does the pressure of political promotion affect renewable energy technological innovation? Evidence from 30 Chinese provinces," Energy, Elsevier, vol. 254(PA).
    28. Du, Juan & Liang, Liang & Zhu, Joe, 2010. "A slacks-based measure of super-efficiency in data envelopment analysis: A comment," European Journal of Operational Research, Elsevier, vol. 204(3), pages 694-697, August.
    29. Le, Thai-Ha & Nguyen, Canh Phuc, 2019. "Is energy security a driver for economic growth? Evidence from a global sample," Energy Policy, Elsevier, vol. 129(C), pages 436-451.
    30. Pitelis, Alkis & Vasilakos, Nicholas & Chalvatzis, Konstantinos, 2020. "Fostering innovation in renewable energy technologies: Choice of policy instruments and effectiveness," Renewable Energy, Elsevier, vol. 151(C), pages 1163-1172.
    31. Shah, Wasi Ul Hassan & Hao, Gang & Yan, Hong & Yasmeen, Rizwana & Padda, Ihtsham Ul Haq & Ullah, Assad, 2022. "The impact of trade, financial development and government integrity on energy efficiency: An analysis from G7-Countries," Energy, Elsevier, vol. 255(C).
    32. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    33. Apergis, Nicholas & Payne, James E. & Menyah, Kojo & Wolde-Rufael, Yemane, 2010. "On the causal dynamics between emissions, nuclear energy, renewable energy, and economic growth," Ecological Economics, Elsevier, vol. 69(11), pages 2255-2260, September.
    34. Dingbang, Cang & Cang, Chen & Qing, Chen & Lili, Sui & Caiyun, Cui, 2021. "Does new energy consumption conducive to controlling fossil energy consumption and carbon emissions?-Evidence from China," Resources Policy, Elsevier, vol. 74(C).
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