IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v17y2025i17p7804-d1737692.html

Smart Logistics, Industrial Structure Upgrading, and the Sustainable Development of Foreign Trade: Evidence from Chinese Cities

Author

Listed:
  • Ming Liu

    (Department of Management Science, School of Business and Tourism, Yunnan University, Kunming 650500, China
    These authors contributed equally to this work.)

  • Luoxin Wang

    (Department of Management Science, School of Business and Tourism, Yunnan University, Kunming 650500, China
    These authors contributed equally to this work.)

  • Jianxin Mao

    (Department of Management Science, School of Business and Tourism, Yunnan University, Kunming 650500, China)

  • Na Liu

    (Department of Management Science, School of Business and Tourism, Yunnan University, Kunming 650500, China)

Abstract

As a key component of new infrastructure, smart logistics is becoming an essential driver for reducing foreign trade costs and risks and promoting the sustainable development of foreign trade. Using panel data from 286 prefecture level and above cities from 2014 to 2023, this article attempts to refine the measurement of smart logistics level from provincial to municipal levels, construct a two-way fixed effect model and a mediation effect model, and deeply explore the inherent relationship between smart logistics, industrial structure upgrading, and sustainable development of foreign trade. The results reveal that: (1) smart logistics significantly promotes the sustainable development of foreign trade. (2) Rationalization and advancement of industrial structure play an intermediary role between the two. (3) Market integration has a positive moderating effect on the path of “smart logistics—industrial structure rationalization”, but the moderating effect is not significant in other paths. It has been confirmed that there is a “siphon effect” in the advantageous regions. (4) Heterogeneity analysis shows that the effect of smart logistics on foreign trade promotion is more significant in the central and inland regions. This study provides a theoretical basis and practical inspiration for optimizing regional smart logistics layout and deepening industrial structure adjustment.

Suggested Citation

  • Ming Liu & Luoxin Wang & Jianxin Mao & Na Liu, 2025. "Smart Logistics, Industrial Structure Upgrading, and the Sustainable Development of Foreign Trade: Evidence from Chinese Cities," Sustainability, MDPI, vol. 17(17), pages 1-24, August.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:17:p:7804-:d:1737692
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/17/17/7804/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/17/17/7804/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. He, Xiaoping & Yu, Yuxuan & Jiang, Shuo, 2023. "City centrality, population density and energy efficiency," Energy Economics, Elsevier, vol. 117(C).
    2. Li, Tao, 2024. "Does smart transformation in manufacturing promote enterprise value chain upgrades?," Finance Research Letters, Elsevier, vol. 69(PA).
    3. Hu, Jiukai & Luo, Deqing & Wang, Yiming, 2025. "Innovative incentive effects of domestic market integration: Evidence from the Yangtze River Delta region of China," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 1580-1594.
    4. Wu, Ning & Liu, ZuanKuo, 2021. "Higher education development, technological innovation and industrial structure upgrade," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    5. Ke, Shanzi, 2015. "Domestic Market Integration and Regional Economic Growth—China’s Recent Experience from 1995–2011," World Development, Elsevier, vol. 66(C), pages 588-597.
    6. Meng, Yuqun & Lin, Yan & Hong, Lingyi, 2025. "The impact of trade protectionism on export enterprises: Inferences from the China-U.S. trade war," Finance Research Letters, Elsevier, vol. 81(C).
    7. Zhao, Nanyang & Hong, Jiangtao & Lau, Kwok Hung, 2023. "Impact of supply chain digitalization on supply chain resilience and performance: A multi-mediation model," International Journal of Production Economics, Elsevier, vol. 259(C).
    8. Shen, Yuchen & Ren, Xiaoping, 2023. "Digital finance and upgrading of industrial structure: Prefecture-level evidence from China," Finance Research Letters, Elsevier, vol. 55(PB).
    9. Lin Zhang & Thi Dam Pham & Rizheng Li & Thi Thao Do, 2025. "Enhancing the Sustainable Development of the ASEAN’s Digital Trade: The Impact Mechanism of Innovation Capability," Sustainability, MDPI, vol. 17(4), pages 1-18, February.
    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. Shen, Hongshan & Qin, Mengyao & Li, Tianyi & Zhang, Xuan & Zhao, Yang, 2024. "Digital finance and industrial structure upgrading: Evidence from Chinese counties," International Review of Financial Analysis, Elsevier, vol. 95(PB).
    2. Dongjing Chen & Xiaotong Guo, 2023. "Impact of the Digital Economy and Financial Development on Residents’ Consumption Upgrading: Evidence from Mainland China," Sustainability, MDPI, vol. 15(10), pages 1-25, May.
    3. Yang Haodong & Liu Jialin & Wang Gaofeng, 2025. "Knowledge Innovation Effect of University Computing Power in China: Evidence from the top500 Supercomputers," Research in Higher Education, Springer;Association for Institutional Research, vol. 66(1), pages 1-30, February.
    4. Qiansong Zhang & Yingying Zhang & Taiwen Feng, 2024. "Impacts of paradox cognition and organizational unlearning on supply chain resilience: a perspective of paradox theory," Operations Management Research, Springer, vol. 17(3), pages 1022-1038, September.
    5. Muhammad, Tufail & Ni, Guohua & Chen, Zhenling & Mallek, Sabrine & Dudek, Marek & Mentel, Grzegorz, 2024. "Addressing resource curse: How mineral resources influence industrial structure dynamics of the BRI 57 oil-exporting countries," Resources Policy, Elsevier, vol. 99(C).
    6. Du, Minzhe & Wu, Fenger & Luo, Lichun & Wang, Qiya & Liao, Liping, 2025. "Spatial effects of the market-based energy allocation on energy efficiency: A quasi-natural experiment of energy quota trading," Energy, Elsevier, vol. 318(C).
    7. Hongqin Tang & Jianping Zhu & Nan Li & Weipeng Wu, 2024. "Impact of Enterprise Supply Chain Digitalization on Cost of Debt: A Four-Flows Perspective Analysis Using Explainable Machine Learning Methodology," Sustainability, MDPI, vol. 16(19), pages 1-27, October.
    8. Jun Liu & Yu Qian & Huihong Chang & Jeffrey Yi-Lin Forrest, 2022. "The Impact of Technology Innovation on Enterprise Capacity Utilization—Evidence from China’s Yangtze River Economic Belt," Sustainability, MDPI, vol. 14(18), pages 1-17, September.
    9. Chen, Junshi & Chi, Jing & Smith, David & Yuen, Mui Kuen, 2025. "How does digital finance impact birth rates: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 86(C), pages 1945-1965.
    10. Feng, Wei & Sun, Shujun & Yuan, Hang, 2023. "Research on the efficiency of factor allocation in the pilot free trade zones," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 727-745.
    11. Li, Jianglong & Lin, Boqiang, 2017. "Does energy and CO2 emissions performance of China benefit from regional integration?," Energy Policy, Elsevier, vol. 101(C), pages 366-378.
    12. Li, Lang & Luo, Nengsheng, 2025. "Is market integration conducive to carbon reduction? Evidence from Chinese cities," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 1595-1611.
    13. Magazzino, Cosimo & Drago, Carlo & Schneider, Nicolas, 2023. "Evidence of supply security and sustainability challenges in Nigeria’s power sector," Utilities Policy, Elsevier, vol. 82(C).
    14. Ning Zhang & Jinhua Sun & Yu Tang & Jianqun Zhang & Valentina Boamah & Decai Tang & Xiaoxue Zhang, 2023. "How Do Green Finance and Green Technology Innovation Impact the Yangtze River Economic Belt’s Industrial Structure Upgrading in China? A Moderated Mediation Effect Model Based on Provincial Panel Data," Sustainability, MDPI, vol. 15(3), pages 1-22, January.
    15. Md. Rashed & Md. Kamal Uddin & Mohammad Fakhrul Islam & Md. Faisal-E-Alam & Hasanuzzaman Tushar & Md Emon Ahmed, 2025. "Building Resilient Organizations: The Role of Technological Capability, Innovation Leadership, and Sustainability," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 26(4), pages 963-995, December.
    16. Dezhong Duan & Yang Zhang & Ying Chen & Debin Du, 2019. "Regional Integration in the Inter-City Technology Transfer System of the Yangtze River Delta, China," Sustainability, MDPI, vol. 11(10), pages 1-19, May.
    17. Zihan Hu & Min Wu & Dan Yang & Tao Luo & Yihao Tian, 2024. "How Resource-Exhausted Cities Get Out of the Innovation Bottom? Evidence from China," Land, MDPI, vol. 13(8), pages 1-22, July.
    18. Abhijit Barman, 2025. "Return-refund strategy with coordination contracts in the e-commerce supply chain: a study under effects of digitalization and sustainable manufacturing," Electronic Commerce Research, Springer, vol. 25(5), pages 3981-4033, October.
    19. García-Hiernaux, Alfredo & Guerrero, David E. & McAleer, Michael, 2016. "Market integration dynamics and asymptotic price convergence in distribution," Economic Modelling, Elsevier, vol. 52(PB), pages 913-925.
    20. Marty, Justine & Ruel, Salomée, 2025. "Unpacking the interconnected challenges of rare metals supply chains: A systematic literature network analysis and conceptual framework," Resources Policy, Elsevier, vol. 106(C).

    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:gam:jsusta:v:17:y:2025:i:17:p:7804-:d:1737692. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.