IDEAS home Printed from https://ideas.repec.org/a/gam/jmathe/v13y2025i7p1152-d1624960.html
   My bibliography  Save this article

Port–Shipping Interplay: A Multi-Stage Analysis of Facility Upgrades and Cargo Movement

Author

Listed:
  • Ming Wu

    (School of Business, Huaiyin Normal University, Huaian 223001, China)

  • Xin Li

    (School of Business, Macau University of Science and Technology, Macau, China)

  • Yan Chen

    (School of Business, Macau University of Science and Technology, Macau, China)

Abstract

The ports and shipping industry is crucial in the global supply chain. Amid complex market and geopolitical dynamics, strengthening stakeholder collaboration becomes imperative to enhance maritime supply chain profit. Therefore, we develop a three-stage game model consisting of a port operator and a shipping company. We consider the impact of upgrading port facilities with advanced technology on the logistic decisions of the shipping company. In the first stage, the port decides whether to invest in upgrades, while the shipping company chooses one-way or two-way logistics. In subsequent stages, the port sets cargo handling charges, and the shipping company determines the freight rate. Equilibria under decentralized and centralized decision frameworks are derived. The equilibrium results show that market size has a significant effect on the shipping company’s choice. Specifically, the shipping company prefers two-way logistics when the market size is moderate, while one-way logistics is preferred when the market size is large or small. In addition, based on the fixed costs associated with port facility upgrades and two-way logistics, it is found that there exist three possible equilibria. Moreover, further analysis suggests that collaboration between the two parties, under appropriate financial conditions, can result in mutually beneficial outcomes. Our findings highlight the critical role of port–shipping company collaboration in enhancing operational efficiency and achieving greater mutual benefits.

Suggested Citation

  • Ming Wu & Xin Li & Yan Chen, 2025. "Port–Shipping Interplay: A Multi-Stage Analysis of Facility Upgrades and Cargo Movement," Mathematics, MDPI, vol. 13(7), pages 1-22, March.
  • Handle: RePEc:gam:jmathe:v:13:y:2025:i:7:p:1152-:d:1624960
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2227-7390/13/7/1152/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2227-7390/13/7/1152/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Hayakawa, Kazunobu & Ishikawa, Jota & Tarui, Nori, 2020. "What goes around comes around: Export-enhancing effects of import-tariff reductions," Journal of International Economics, Elsevier, vol. 126(C).
    2. Luo, Meifeng & Chen, Fuying & Zhang, Jiantong, 2022. "Relationships among port competition, cooperation and competitiveness: A literature review," Transport Policy, Elsevier, vol. 118(C), pages 1-9.
    3. Behrens, Kristian & Gaigné, Carl & Thisse, Jacques-François, 2009. "Industry location and welfare when transport costs are endogenous," Journal of Urban Economics, Elsevier, vol. 65(2), pages 195-208, March.
    4. Liao Qingmei & Zhen Hong, 2021. "The effect of maritime cluster on port production efficiency," Maritime Policy & Management, Taylor & Francis Journals, vol. 48(1), pages 61-74, January.
    5. Chen, Rongying & Dong, Jing-Xin & Lee, Chung-Yee, 2016. "Pricing and competition in a shipping market with waste shipments and empty container repositioning," Transportation Research Part B: Methodological, Elsevier, vol. 85(C), pages 32-55.
    6. Wu, Lingxiao & Pan, Kai & Wang, Shuaian & Yang, Dong, 2018. "Bulk ship scheduling in industrial shipping with stochastic backhaul canvassing demand," Transportation Research Part B: Methodological, Elsevier, vol. 117(PA), pages 117-136.
    7. Demirel, Erhan & Ommeren, Jos van & Rietveld, Piet, 2010. "A matching model for the backhaul problem," Transportation Research Part B: Methodological, Elsevier, vol. 44(4), pages 549-561, May.
    8. Jian Du & Nuan Wu & Xu Zhao & Jun Wang & Liming Guo, 2024. "Container liner shipping schedule optimization with shipper selection behavior considered," Maritime Policy & Management, Taylor & Francis Journals, vol. 51(7), pages 1385-1409, October.
    9. Zhou, Wei-Hua & Lee, Chung-Yee, 2009. "Pricing and competition in a transportation market with empty equipment repositioning," Transportation Research Part B: Methodological, Elsevier, vol. 43(6), pages 677-691, July.
    10. Zheng, Shiyuan & Negenborn, Rudy R., 2014. "Centralization or decentralization: A comparative analysis of port regulation modes," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 69(C), pages 21-40.
    11. Yang, Zhongzhen & Guo, Liquan & Lian, Feng, 2019. "Port integration in a region with multiport gateways in the context of industrial transformation and upgrading of the port," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 122(C), pages 231-246.
    12. Lee, Jungho & Wei, Shang-Jin & Xu, Jianhuan, 2024. "Trade imbalance, heavy goods, and pollution," Journal of International Money and Finance, Elsevier, vol. 144(C).
    13. Zhang, Wei & Lam, Jasmine Siu Lee, 2017. "An empirical analysis of maritime cluster evolution from the port development perspective – Cases of London and Hong Kong," Transportation Research Part A: Policy and Practice, Elsevier, vol. 105(C), pages 219-232.
    14. Zheng, Shiyuan & Luo, Meifeng, 2021. "Competition or cooperation? Ports’ strategies and welfare analysis facing shipping alliances," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 153(C).
    15. Gavalas, Dimitris & Syriopoulos, Theodoros & Tsatsaronis, Michael, 2022. "COVID–19 impact on the shipping industry: An event study approach," Transport Policy, Elsevier, vol. 116(C), pages 157-164.
    16. Ishikawa, Jota & Tarui, Nori, 2021. "You can’t always get what you want: Protectionist policies with the transport sector," Economics Letters, Elsevier, vol. 207(C).
    17. Adler, Nicole & Brudner, Amir & Proost, Stef, 2021. "A review of transport market modeling using game-theoretic principles," European Journal of Operational Research, Elsevier, vol. 291(3), pages 808-829.
    18. Zhang, Li-Hao & Liu, Chunxiao & Zhang, Cheng & Wang, Shanshan, 2023. "Upstream encroachment and downstream outsourcing in competing shipping supply chains," International Journal of Production Economics, Elsevier, vol. 255(C).
    19. Woan Foong Wong, 2022. "The Round Trip Effect: Endogenous Transport Costs and International Trade," American Economic Journal: Applied Economics, American Economic Association, vol. 14(4), pages 127-166, October.
    20. Ardelean, Adina & Lugovskyy, Volodymyr, 2023. "It Pays to be big: Price discrimination in maritime shipping," European Economic Review, Elsevier, vol. 153(C).
    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. Wang, Junjin & He, Fan & Chen, Mengdi & Liu, Jingling, 2025. "A review of game theory to maritime supply chain: A competitive and cooperative perspective," Transport Policy, Elsevier, vol. 162(C), pages 364-378.
    2. Dominik Boddin & Frank Stähler, 2024. "Import tariffs and transport prices," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 57(2), pages 430-458, May.
    3. Zheng, Shiyuan & Wang, Kun & Fu, Xiaowen & Zhang, Anming & Ge, Ying-En, 2022. "The effects of information publicity and government subsidy on port climate change adaptation: Strategy and social welfare analysis," Transportation Research Part B: Methodological, Elsevier, vol. 166(C), pages 284-312.
    4. Farren, Dario & Giesen, Ricardo & Rizzi, Luis Ignacio, 2024. "The economics of empty trips," Economics of Transportation, Elsevier, vol. 39(C).
    5. Dong, Gang & Ishii, Masahiro & Zheng, Shiyuan & Tezuka, Koichiro & Lee, Paul Tae-Woo, 2024. "Port capacity-sharing decisions in the post-COVID-19 pandemic era," Transport Policy, Elsevier, vol. 147(C), pages 22-31.
    6. Jota Ishikawa & Nori Tarui, 2015. "Backfiring with backhaul problems: Trade and Industrial Policies with Endogenous Transport Costs," Working Papers 201514, University of Hawaii at Manoa, Department of Economics.
    7. Tsubota, Kenmei, 2015. "Agglomeration and directional imbalance of freight rates : the role of density economies in the transport sector," IDE Discussion Papers 488, Institute of Developing Economies, Japan External Trade Organization(JETRO).
    8. Fa Zhang & Yimiao Gu, 2022. "Approach to an Equivalent Freight-Based Sustainable Joint-Quotation Strategy for Shipping Blockchain Alliance," Sustainability, MDPI, vol. 14(16), pages 1-28, August.
    9. Dohee Kim & Eunju Lee & Imam Mustafa Kamal & Hyerim Bae, 2025. "Long‐term forecasting of maritime economics index using time‐series decomposition and two‐stage attention," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 44(1), pages 153-172, January.
    10. Najafi, Mehdi & Zolfagharinia, Hossein, 2021. "Pricing and quality setting strategy in maritime transportation: Considering empty repositioning and demand uncertainty," International Journal of Production Economics, Elsevier, vol. 240(C).
    11. Behrens, Kristian & Picard, Pierre M., 2011. "Transportation, freight rates, and economic geography," Journal of International Economics, Elsevier, vol. 85(2), pages 280-291.
    12. Son-Tung Le & Trung-Hieu Nguyen, 2023. "The Development of Green Ports in Emerging Nations: A Case Study of Vietnam," Sustainability, MDPI, vol. 15(18), pages 1-23, September.
    13. Huida Zhao & Chanjuan Liu, 2025. "Pricing Strategy and Blockchain-Enabled Data Sharing in Cross-Border Port Systems," Mathematics, MDPI, vol. 13(14), pages 1-22, July.
    14. Yuan, Kebiao & Wang, Xuefeng, 2024. "Research on evolutionary game and stability of port cooperation," Transport Policy, Elsevier, vol. 153(C), pages 97-109.
    15. Meng, Qiang & Zhao, Hui & Wang, Yadong, 2019. "Revenue management for container liner shipping services: Critical review and future research directions," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 128(C), pages 280-292.
    16. Zheng, Wei & Li, Bo & Song, Dong-Ping, 2017. "Effects of risk-aversion on competing shipping lines’ pricing strategies with uncertain demands," Transportation Research Part B: Methodological, Elsevier, vol. 104(C), pages 337-356.
    17. Pazoki, Mostafa & Samarghandi, Hamed & Behroozi, Mehdi, 2024. "Increasing supply chain resiliency through equilibrium pricing and stipulating transportation quota regulation," Omega, Elsevier, vol. 127(C).
    18. Dominik Boddin & Frank Stähler, 2018. "The Organization of International Trade," CESifo Working Paper Series 7378, CESifo.
    19. Zhuzhu Song & Wansheng Tang & Ruiqing Zhao, 2022. "Implications of economies of scale and scope for round-trip shipping canvassing with empty container repositioning," Annals of Operations Research, Springer, vol. 309(2), pages 485-515, February.
    20. Jeong, Yoonjea & Kim, Gwang, 2023. "Reliable design of container shipping network with foldable container facility disruption," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 169(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:jmathe:v:13:y:2025:i:7:p:1152-:d:1624960. 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.