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Cross-border E-commerce and energy efficiency: Evidence from China's cross-border E-commerce pilot zones

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  • Zhang, Yuan
  • Li, Huanjie

Abstract

Cross-border e-commerce exemplifies the profound integration of digital technology within the realm of international trade. While it facilitates the growth of foreign trade, it also has the potential to yield significant environmental benefits. This study utilizes China's Cross-Border E-commerce Pilot Zone (CEPZ) as a quasi-natural experiment and applies a multi-period DID model to systematically assess the impact of cross-border e-commerce on urban energy efficiency. The findings indicate that cross-border e-commerce significantly enhances urban energy efficiency, with this conclusion remaining robust following a series of tests. Mechanism analysis reveals that economies of scale effects, market competition effects, and industrial digitization effects serve as pathways through which cross-border e-commerce enhances city energy efficiency. Furthermore, the effects of cross-border e-commerce on energy efficiency improvements display notable heterogeneity. Specifically, cities with higher levels of marketization, higher levels of manufacturing-agglomeration, and those prioritized for environmental protection experience more pronounced enhancements in energy efficiency. Additionally, this paper employs the National Tax Survey Data to provide empirical evidence at the firm-level that corroborates these findings. Overall, these conclusions provide valuable empirical support for the synergistic integration of trade and energy-saving policies.

Suggested Citation

  • Zhang, Yuan & Li, Huanjie, 2025. "Cross-border E-commerce and energy efficiency: Evidence from China's cross-border E-commerce pilot zones," Energy Economics, Elsevier, vol. 149(C).
  • Handle: RePEc:eee:eneeco:v:149:y:2025:i:c:s0140988325006322
    DOI: 10.1016/j.eneco.2025.108805
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    as
    1. Carballo, Jerónimo & Rodriguez Chatruc, Marisol & Salas Santa, Catalina & Volpe Martincus, Christian, 2022. "Online business platforms and international trade," Journal of International Economics, Elsevier, vol. 137(C).
    2. Jacobson, Louis S & LaLonde, Robert J & Sullivan, Daniel G, 1993. "Earnings Losses of Displaced Workers," American Economic Review, American Economic Association, vol. 83(4), pages 685-709, September.
    3. Svetlana Batrakova & Ronald Davies, 2012. "Is there an environmental benefit to being an exporter? Evidence from firm-level data," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 148(3), pages 449-474, September.
    4. Louis S. Jacobson & Robert J. LaLonde & Daniel G. Sullivan, 1993. "Long-term earnings losses of high-seniority displaced workers," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 17(Nov), pages 2-20.
    5. Michael Raith, 2003. "Competition, Risk, and Managerial Incentives," American Economic Review, American Economic Association, vol. 93(4), pages 1425-1436, September.
    6. Piera Centobelli & Roberto Cerchione & Livio Cricelli & Serena Strazzullo, 2022. "Innovation in the supply chain and big data: a critical review of the literature," European Journal of Innovation Management, Emerald Group Publishing Limited, vol. 25(6), pages 479-497, January.
    7. Imbruno, Michele & Ketterer, Tobias D., 2018. "Energy efficiency gains from importing intermediate inputs: Firm-level evidence from Indonesia," Journal of Development Economics, Elsevier, vol. 135(C), pages 117-141.
    8. Ladu, Maria Gabriela & Meleddu, Marta, 2014. "Is there any relationship between energy and TFP (total factor productivity)? A panel cointegration approach for Italian regions," Energy, Elsevier, vol. 75(C), pages 560-567.
    9. Nicholas Bloom & Mirko Draca & John Van Reenen, 2016. "Trade Induced Technical Change? The Impact of Chinese Imports on Innovation, IT and Productivity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(1), pages 87-117.
    10. Plourde, A., 1993. "Natural Gas Trade in North America: Building Up to the NAFTA," Working Papers 9313e, University of Ottawa, Department of Economics.
    11. Glaeser, Edward L & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1992. "Growth in Cities," Journal of Political Economy, University of Chicago Press, vol. 100(6), pages 1126-1152, December.
      • Edward L. Glaeser & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1991. "Growth in Cities," NBER Working Papers 3787, National Bureau of Economic Research, Inc.
      • Glaeser, Edward Ludwig & Kallal, Hedi D. & Scheinkman, Jose A. & Shleifer, Andrei, 1992. "Growth in Cities," Scholarly Articles 3451309, Harvard University Department of Economics.
    12. Hübler, Michael, 2011. "Technology diffusion under contraction and convergence: A CGE analysis of China," Energy Economics, Elsevier, vol. 33(1), pages 131-142, January.
    13. Wang, Lianghu & Shao, Jun, 2023. "Digital economy, entrepreneurship and energy efficiency," Energy, Elsevier, vol. 269(C).
    14. Comin, Diego & Mestieri, Martí, 2014. "Technology Diffusion: Measurement, Causes, and Consequences," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 2, pages 565-622, Elsevier.
    15. Muhammad Shahbaz & Samia Nasreen & Chong Hui Ling & Rashid Sbia, 2014. "Causality between Trade Openness and Energy Consumption- What Causes What in High, Middle and Low Income Countries," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 53(4), pages 423-459.
    16. Marc J. Melitz & Giancarlo I. P. Ottaviano, 2021. "Market Size, Trade, and Productivity," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 4, pages 87-108, World Scientific Publishing Co. Pte. Ltd..
    17. Andreas Lendle & Marcelo Olarreaga & Simon Schropp & Pierre‐Louis Vézina, 2016. "There Goes Gravity: eBay and the Death of Distance," Economic Journal, Royal Economic Society, vol. 126(591), pages 406-441, March.
    18. Bashir, Muhammad Adnan & Sheng, Bin & Doğan, Buhari & Sarwar, Suleman & Shahzad, Umer, 2020. "Export product diversification and energy efficiency: Empirical evidence from OECD countries," Structural Change and Economic Dynamics, Elsevier, vol. 55(C), pages 232-243.
    19. Yi Lu Jr. & Linhui Yu Jr., 2015. "Trade Liberalization and Markup Dispersion: Evidence from China's WTO Accession," American Economic Journal: Applied Economics, American Economic Association, vol. 7(4), pages 221-253, October.
    20. Lyu, Junli, 2024. "China cross-border e-commerce comprehensive pilot zone and urban residents' tourism consumption: empirical study based on CHFS data," Finance Research Letters, Elsevier, vol. 64(C).
    21. André Plourde, 1993. "Natural Gas Trade in North America: Building up to the NAFTA," The Energy Journal, , vol. 14(3), pages 51-73, July.
    22. Salahuddin, Mohammad & Alam, Khorshed & Ozturk, Ilhan, 2016. "The effects of Internet usage and economic growth on CO2 emissions in OECD countries: A panel investigation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 1226-1235.
    23. Fan, Jingting & Tang, Lixin & Zhu, Weiming & Zou, Ben, 2018. "The Alibaba effect: Spatial consumption inequality and the welfare gains from e-commerce," Journal of International Economics, Elsevier, vol. 114(C), pages 203-220.
    24. Zhang, Yu & Hu, Shan & Chen, Lingqiao, 2024. "Internet technology adoption and firm energy efficiency: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 201(C).
    25. Marc J. Melitz & Gianmarco I. P. Ottaviano, 2008. "Market Size, Trade, and Productivity (DOI:10.111/j.1467-937x.2007.00463.x)," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(3), pages 985-985.
    26. Fisher-Vanden, Karen & Jefferson, Gary H. & Jingkui, Ma & Jianyi, Xu, 2006. "Technology development and energy productivity in China," Energy Economics, Elsevier, vol. 28(5-6), pages 690-705, November.
    27. Marie-Agnes Jouanjean, 2019. "Digital Opportunities for Trade in the Agriculture and Food Sectors," OECD Food, Agriculture and Fisheries Papers 122, OECD Publishing.
    28. Gruber, Harald, 2019. "Proposals for a digital industrial policy for Europe," Telecommunications Policy, Elsevier, vol. 43(2), pages 116-127.
    29. Huang, Junbing & Du, Dan & Tao, Qizhi, 2017. "An analysis of technological factors and energy intensity in China," Energy Policy, Elsevier, vol. 109(C), pages 1-9.
    30. 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.
    31. Glenn Ellison & Edward L. Glaeser & William R. Kerr, 2010. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns," American Economic Review, American Economic Association, vol. 100(3), pages 1195-1213, June.
    32. Li, Xin & Li, Shiyuan & Cao, Jifeng & Spulbar, Andrei Cristian, 2025. "Does artificial intelligence improve energy efficiency? Evidence from provincial data in China," Energy Economics, Elsevier, vol. 142(C).
    33. Qu, Chenyao & Shao, Jun & Shi, Zhenkai, 2020. "Does financial agglomeration promote the increase of energy efficiency in China?," Energy Policy, Elsevier, vol. 146(C).
    34. Angus C. Chu & Haichao Fan & Yuichi Furukawa & Zonglai Kou & Xueyue Liu, 2021. "Minimum Wages, Import Status, And Firms' Innovation: Theory And Evidence From China," Economic Inquiry, Western Economic Association International, vol. 59(1), pages 441-458, January.
    35. Zhang, Peng, 2025. "Cross-border e-commerce, foreign shareholding, and supply chain resilience," International Review of Financial Analysis, Elsevier, vol. 101(C).
    36. Wang, Qingxi & Hu, An & Tian, Zhihua, 2022. "Digital transformation and electricity consumption: Evidence from the Broadband China pilot policy," Energy Economics, Elsevier, vol. 115(C).
    37. Xue, Yan & Tang, Chang & Wu, Haitao & Liu, Jianmin & Hao, Yu, 2022. "The emerging driving force of energy consumption in China: Does digital economy development matter?," Energy Policy, Elsevier, vol. 165(C).
    38. Andrew B. Bernard & Stephen J. Redding & Peter K. Schott, 2007. "Comparative Advantage and Heterogeneous Firms," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(1), pages 31-66.
    39. Ouyang, Xiaoling & Wei, Xiaoyun & Sun, Chuanwang & Du, Gang, 2018. "Impact of factor price distortions on energy efficiency: Evidence from provincial-level panel data in China," Energy Policy, Elsevier, vol. 118(C), pages 573-583.
    40. repec:aen:journl:1993v14-03-a03 is not listed on IDEAS
    41. Liu, Qing & Lu, Ruosi & Lu, Yi & Luong, Tuan Anh, 2021. "Import competition and firm innovation: Evidence from China," Journal of Development Economics, Elsevier, vol. 151(C).
    42. 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).
    43. Yu, Yuyuan & Qayyum, Muhammad & Li, Shijie, 2024. "Trade dynamics of environmental goods within global energy economy and their impacts on green technological innovation: A complex network analysis," Energy Economics, Elsevier, vol. 140(C).
    44. repec:aen:journl:1992v13-04-a07 is not listed on IDEAS
    45. Harry D. Saunders, 1992. "The Khazzoom-Brookes Postulate and Neoclassical Growth," The Energy Journal, , vol. 13(4), pages 131-148, October.
    Full references (including those not matched with items on IDEAS)

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