IDEAS home Printed from https://ideas.repec.org/a/eee/ecanpo/v88y2025icp452-475.html

Cross-border e-commerce and carbon emission reduction: A quasi-natural experiment based on the establishment of cross-border e-commerce comprehensive pilot zones

Author

Listed:
  • Zhang, Yuan
  • Li, Huanjie

Abstract

Cross-border e-commerce, as a novel form of trade in the digital economy era, represents a critical pathway for advancing low-carbon development in the economy and society. This research adopts China's cross-border e-commerce comprehensive pilot zone (CEPZ) as a quasi-natural experiment. It applies a multi-period DID model and city statistical data, customs import-export data, as well as national tax survey data to systematically investigate the impact of the CEPZ policy on the reduction of carbon emissions. The research findings reveal that the establishment of the CEPZs significantly promotes carbon emissions reduction in both cities and enterprises. Furthermore, the promotional effect of the CEPZs on carbon emissions reduction exhibits substantial heterogeneity. At the urban level, CEPZs primarily facilitate the reduction of carbon emissions in areas characterized by well-developed digital infrastructure, inland regions, and non-traditional industrial cities. At the enterprise level, the CEPZs favor carbon emissions reduction in enterprises with high carbon intensity and low market competition. Mechanism analysis underscores that the CEPZs play a crucial role in driving carbon emissions reduction through three mechanisms, including the producer services agglomeration effects, industrial digitalization effects, and resource allocation optimization effects. Further analysis indicates that although the CEPZs generate significant positive spillover effects on carbon emissions reduction in neighboring enterprises, they do not propel carbon emissions reduction in adjacent cities. The conclusions offer empirical evidence and policy insights to align the development of new trade formats with low-carbon socioeconomic transitions.

Suggested Citation

  • Zhang, Yuan & Li, Huanjie, 2025. "Cross-border e-commerce and carbon emission reduction: A quasi-natural experiment based on the establishment of cross-border e-commerce comprehensive pilot zones," Economic Analysis and Policy, Elsevier, vol. 88(C), pages 452-475.
  • Handle: RePEc:eee:ecanpo:v:88:y:2025:i:c:p:452-475
    DOI: 10.1016/j.eap.2025.09.009
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0313592625003790
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eap.2025.09.009?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Marc J. Melitz & Sašo Polanec, 2015. "Dynamic Olley-Pakes productivity decomposition with entry and exit," RAND Journal of Economics, RAND Corporation, vol. 46(2), pages 362-375, June.
    2. Managi, Shunsuke & Hibiki, Akira & Tsurumi, Tetsuya, 2009. "Does trade openness improve environmental quality?," Journal of Environmental Economics and Management, Elsevier, vol. 58(3), pages 346-363, November.
    3. 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.
    4. 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).
    5. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    6. Zhu, Junjie & Guo, Hongfeng, 2025. "Does the development of high-speed rail benefit carbon emissions reduction?," Transport Policy, Elsevier, vol. 172(C).
    7. Maria José Montoya Villalobos, 2023. "Green consumption: The role of confidence and pessimism," Post-Print hal-03932475, HAL.
    8. He, Xiaoping & Yu, Yuxuan & Jiang, Shuo, 2023. "City centrality, population density and energy efficiency," Energy Economics, Elsevier, vol. 117(C).
    9. Liang, Yufan & He, Xiaolong, 2024. "Does the cross-border e-commerce comprehensive pilot area policy help to improve the level of urban technological innovation?," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1258-1271.
    10. Jiang, Yun & Zhang, Yanru, 2025. "Cross-border e-commerce comprehensive pilot zones, tax expenditures, and firm innovation," Finance Research Letters, Elsevier, vol. 83(C).
    11. Joseph S Shapiro, 2021. "The Environmental Bias of Trade Policy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(2), pages 831-886.
    12. Stephen Casler & Adam Rose, 1998. "Carbon Dioxide Emissions in the U.S. Economy: A Structural Decomposition Analysis," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 11(3), pages 349-363, April.
    13. Cai, Lifeng & Du, Qunyang & Bao, Liner & Boateng, Agyenim & Li, Zhongyuan, 2025. "Does cross-border e-commerce development promote the improvement of residents' income level? Evidence from China," Research in International Business and Finance, Elsevier, vol. 77(PA).
    14. Montoya-Villalobos, Maria J., 2023. "Green consumption: The role of confidence and pessimism," Ecological Economics, Elsevier, vol. 205(C).
    15. Marie-Agnes Jouanjean, 2019. "Digital Opportunities for Trade in the Agriculture and Food Sectors," OECD Food, Agriculture and Fisheries Papers 122, OECD Publishing.
    16. Bing He & Da Xu & Guoqi Nan & Xiaoyu Zhang & Xiuxiu Yu, 2024. "Does the cross‐border e‐commerce comprehensive pilot zones policy affect the urban–rural income gap in China?," American Journal of Economics and Sociology, Wiley Blackwell, vol. 83(4), pages 773-792, September.
    17. Forslid, Rikard & Okubo, Toshihiro & Ulltveit-Moe, Karen Helene, 2018. "Why are firms that export cleaner? International trade, abatement and environmental emissions," Journal of Environmental Economics and Management, Elsevier, vol. 91(C), pages 166-183.
    18. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    19. Cheng, Shiyu & Song, Yaxiang & Tu, Yao, 2025. "Place-based policies, creation and reallocation effects on city exports: Insights from China's cross-border E-commerce comprehensive pilot zones," China Economic Review, Elsevier, vol. 93(C).
    20. Doruk Cengiz & Arindrajit Dube & Attila Lindner & Ben Zipperer, 2019. "The Effect of Minimum Wages on Low-Wage Jobs," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(3), pages 1405-1454.
    21. Daron Acemoglu & Mikhail Golosov & Aleh Tsyvinski & Pierre Yared, 2012. "A Dynamic Theory of Resource Wars," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(1), pages 283-331.
    22. Helfat, Constance E. & Raubitschek, Ruth S., 2018. "Dynamic and integrative capabilities for profiting from innovation in digital platform-based ecosystems," Research Policy, Elsevier, vol. 47(8), pages 1391-1399.
    23. 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).
    24. QIN, Bo & WU, Jianfeng, 2015. "Does urban concentration mitigate CO2 emissions? Evidence from China 1998–2008," China Economic Review, Elsevier, vol. 35(C), pages 220-231.
    25. 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.
    26. Venables, Anthony J, 1996. "Equilibrium Locations of Vertically Linked Industries," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 37(2), pages 341-359, May.
    27. Lint Barrage, 2020. "Optimal Dynamic Carbon Taxes in a Climate–Economy Model with Distortionary Fiscal Policy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(1), pages 1-39.
    28. Ryzhenkov, Mykola, 2016. "Resource misallocation and manufacturing productivity: The case of Ukraine," Journal of Comparative Economics, Elsevier, vol. 44(1), pages 41-55.
    29. 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.
    30. 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.
    31. Zhang, Jiaxu & Wang, Xinyu & Keeley, Alexander Ryota & Managi, Shunsuke, 2025. "Does participation in China-U.S. trade impede carbon emission reduction efforts across countries?," Ecological Economics, Elsevier, vol. 238(C).
    32. Carluccio, Juan & Cuñat, Alejandro & Fadinger, Harald & Fons-Rosen, Christian, 2019. "Offshoring and skill-upgrading in French manufacturing," Journal of International Economics, Elsevier, vol. 118(C), pages 138-159.
    33. Steven Tadelis, 2016. "Reputation and Feedback Systems in Online Platform Markets," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 321-340, October.
    34. Chen, Ke & Li, Qiyuan & Shoaib, Muhammad & Ameer, Waqar & Jiang, Tao, 2024. "Does improved digital governance in government promote natural resource management? Quasi-natural experiments based on smart city pilots," Resources Policy, Elsevier, vol. 90(C).
    35. Xue, Fei, 2024. "Driving economic transition: The impact of cross-border e-commerce policy on the upgrading of service industry structure," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 941-956.
    36. Ruey-Jer “Bryan” Jean & Daekwan Kim & Kevin Zheng Zhou & S. Tamer Cavusgil, 2021. "E-platform use and exporting in the context of Alibaba: A signaling theory perspective," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 52(8), pages 1501-1528, October.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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).
    2. Cai, Guowei & Yao, Tao & Wang, Xun, 2025. "Market accessibility and poverty alleviation: Evidence from China," Journal of Asian Economics, Elsevier, vol. 100(C).
    3. He, Xiaogang & Teng, Ruifeng & Feng, Dawei & Gai, Jiahui, 2024. "Industrial robots and pollution: Evidence from Chinese enterprises," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 629-650.
    4. Dan Xie, 2024. "China’s Manufacturing Pollution, Environmental Regulation and Trade," FIW Working Paper series 198, FIW.
    5. Ye, Yongwei & Xie, Boyang & Liu, Zhaoda & Wang, Yiyu, 2026. "Intelligent manufacturing and Firm Markup: Evidence from China," Economic Modelling, Elsevier, vol. 155(C).
    6. Bas Scheer & Wiljan van den Berge & Maarten Goos & Alan Manning & Anna Salomons, 2022. "Alternative Work Arrangements and Worker Outcomes: Evidence from Payrolling," CPB Discussion Paper 435, CPB Netherlands Bureau for Economic Policy Analysis.
    7. Qian, Yuan, 2025. "Supply chain spillover effects of corporate voluntary green behavior: A quasi-natural experiment from China," International Review of Economics & Finance, Elsevier, vol. 103(C).
    8. Rik Chakraborti & Gavin Roberts, 2023. "How price-gouging regulation undermined COVID-19 mitigation: county-level evidence of unintended consequences," Public Choice, Springer, vol. 196(1), pages 51-83, July.
    9. Jaraitė, Jūratė & Kurtyka, Oliwia & Ollivier, Hélène, 2022. "Take a ride on the (not so) green side: How do CDM projects affect Indian manufacturing firms’ environmental performance?," Journal of Environmental Economics and Management, Elsevier, vol. 114(C).
    10. Xu, Kefan & Yuan, Peng & Yu, Renjie, 2025. "The effects of mixed ownership reforms on Chinese firms’ emissions," Economic Analysis and Policy, Elsevier, vol. 86(C), pages 191-209.
    11. Brehm, Johannes & Pestel, Nico & Schaffner, Sandra & Schmitz, Laura, 2025. "From Low Emission Zone to academic track: Environmental policy effects on educational achievement in elementary school," Journal of Environmental Economics and Management, Elsevier, vol. 132(C).
    12. Yan, Wenying & Chen, Yusheng & Wang, Yanmei, 2025. "Efficiency improvement effect of clean energy transformation —A quasi-natural experiment based on China's clean heating policy," Energy, Elsevier, vol. 334(C).
    13. Burton, Anne M. & Churchill, Brandyn F., 2025. "Supply-side opioid restrictions and the retail pharmacy market," Journal of Health Economics, Elsevier, vol. 104(C).
    14. Diego Daruich & Sabrina Di Addario & Raffaele Saggio, 2023. "The Effects of Partial Employment Protection Reforms: Evidence from Italy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(6), pages 2880-2942.
    15. Li, Pei & Liu, Kaihao & Lu, Yi & Peng, Lu, 2025. "Organizing regulatory structure and local air quality: Evidence from the environmental vertical management reform in China," Journal of Comparative Economics, Elsevier, vol. 53(1), pages 139-164.
    16. Chen, Jidong & Shi, Xinzheng & Zhang, Ming-ang & Zhang, Sihan, 2024. "Centralization of environmental administration and air pollution: Evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 126(C).
    17. Taylor, Alan M. & Dube, Arindrajit & Girardi, Daniele & Jordà , Òscar, 2023. "A Local Projections Approach to Difference-in-Differences Event Studies," CEPR Discussion Papers 18141, Centre for Economic Policy Research.
    18. Brown, Jessica H., 2023. "The impact of a long-term care information campaign on insurance coverage," Journal of Health Economics, Elsevier, vol. 92(C).
    19. Davidson, Carl & Heyman, Fredrik & Matusz, Steven & Sjöholm, Fredrik & Chun Zhu, Susan, 2022. "From Local to Global: How Foreign Acquisitions Reshape Job Mobility," Working Paper Series 1453, Research Institute of Industrial Economics, revised 25 Nov 2025.
    20. Giacinta Cestone & Chiara Fumagalli & Francis Kramarz & Giovanni Pica, 2024. "Exploiting Growth Opportunities: The Role of Internal Labour Markets," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(5), pages 2676-2716.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ecanpo:v:88:y:2025:i:c:p:452-475. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/economic-analysis-and-policy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.