IDEAS home Printed from https://ideas.repec.org/a/eee/transa/v201y2025ics0965856425003301.html

Internalizing congestion: the impact of market concentration and priority provision in global container ports

Author

Listed:
  • Yang, Dong
  • Li, Chengkun
  • Wan, Yulai
  • Bai, Xiwen

Abstract

In many transportation infrastructures, such as airport runways and container terminals, users (i.e., airlines and shipping lines) are non-atomistic. An extra visit to the transportation facility by a certain carrier not only increases the waiting time of the other carriers’ fleets but also hurts the operation of its own fleet. Theoretically, individual non-atomistic users may have incentives to (partially) internalize the congestion externality imposed on their own operation when making fleet arrival decisions. If this incentive exists, it will affect the optimal policy for mitigating congestion. Using high-frequency global vessel data from January 2016 to December 2020, covering 27 prominent container ports and 138 terminals, we provide evidence on the existence of congestion internalization and quantify the impact of priority provision on the incentives of internalizing congestion. By addressing the endogeneity issues with instrumental variables, we find that higher market concentration reduces vessels’ waiting time to berth. However, the provision of berthing priority can lengthen waiting times. Heterogeneity tests indicate that a 0.01-unit increase in the Herfindahl-Hirschman Index (HHI) is associated with an average decrease of approximately 7.289 h in vessel waiting time at terminals with low priority share, while no significant effects of HHI are observed on vessel waiting time at terminals with high priority share. This indicates that providing berthing priority reduces shipping lines’ incentives to mitigate congestion internally. Our findings provide new insights into how priority affects efficiency in congestible systems where users are non-atomistic.

Suggested Citation

  • Yang, Dong & Li, Chengkun & Wan, Yulai & Bai, Xiwen, 2025. "Internalizing congestion: the impact of market concentration and priority provision in global container ports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 201(C).
  • Handle: RePEc:eee:transa:v:201:y:2025:i:c:s0965856425003301
    DOI: 10.1016/j.tra.2025.104697
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0965856425003301
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.tra.2025.104697?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. Yichuan Ding & Eric Park & Mahesh Nagarajan & Eric Grafstein, 2019. "Patient Prioritization in Emergency Department Triage Systems: An Empirical Study of the Canadian Triage and Acuity Scale (CTAS)," Manufacturing & Service Operations Management, INFORMS, vol. 21(4), pages 723-741, October.
    2. Golias, Mihalis M. & Boile, Maria & Theofanis, Sotirios, 2009. "Berth scheduling by customer service differentiation: A multi-objective approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 45(6), pages 878-892, November.
    3. Pels, Eric & Verhoef, Erik T., 2004. "The economics of airport congestion pricing," Journal of Urban Economics, Elsevier, vol. 55(2), pages 257-277, March.
    4. Ursavas, Evrim & Zhu, Stuart X., 2016. "Optimal policies for the berth allocation problem under stochastic nature," European Journal of Operational Research, Elsevier, vol. 255(2), pages 380-387.
    5. Silva, Hugo E. & Verhoef, Erik T., 2013. "Optimal pricing of flights and passengers at congested airports and the efficiency of atomistic charges," Journal of Public Economics, Elsevier, vol. 106(C), pages 1-13.
    6. Changmin Jiang & Yulai Wan & Anming Zhang, 2017. "Internalization of port congestion: strategic effect behind shipping line delays and implications for terminal charges and investment," Maritime Policy & Management, Taylor & Francis Journals, vol. 44(1), pages 112-130, January.
    7. Brueckner, Jan K. & Van Dender, Kurt, 2008. "Atomistic congestion tolls at concentrated airports? Seeking a unified view in the internalization debate," Journal of Urban Economics, Elsevier, vol. 64(2), pages 288-295, September.
    8. Theo E Notteboom, 2006. "The Time Factor in Liner Shipping Services," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 8(1), pages 19-39, March.
    9. Yu, Jingjing & Tang, Guolei & Song, Xiangqun, 2022. "Collaboration of vessel speed optimization with berth allocation and quay crane assignment considering vessel service differentiation," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 160(C).
    10. Avishai Mandelbaum & Alexander L. Stolyar, 2004. "Scheduling Flexible Servers with Convex Delay Costs: Heavy-Traffic Optimality of the Generalized cμ-Rule," Operations Research, INFORMS, vol. 52(6), pages 836-855, December.
    11. Huiyin Ouyang & Nilay Taník Argon & Serhan Ziya, 2022. "Assigning Priorities (or Not) in Service Systems with Nonlinear Waiting Costs," Management Science, INFORMS, vol. 68(2), pages 1233-1255, February.
    12. Barkley, Aaron & Mcleod, Kael, 2022. "Congestion and consolidation: An empirical study of a barge shipping merger," Regional Science and Urban Economics, Elsevier, vol. 93(C).
    13. Daniel, Joseph I, 1995. "Congestion Pricing and Capacity of Large Hub Airports: A Bottleneck Model with Stochastic Queues," Econometrica, Econometric Society, vol. 63(2), pages 327-370, March.
    14. Hummy Song & Anita L. Tucker & Karen L. Murrell, 2015. "The Diseconomies of Queue Pooling: An Empirical Investigation of Emergency Department Length of Stay," Management Science, INFORMS, vol. 61(12), pages 3032-3053, December.
    15. Notteboom, Theo E. & Parola, Francesco & Satta, Giovanni & Pallis, Athanasios A., 2017. "The relationship between port choice and terminal involvement of alliance members in container shipping," Journal of Transport Geography, Elsevier, vol. 64(C), pages 158-173.
    16. Dong Yang & Lingxiao Wu & Shuaian Wang & Haiying Jia & Kevin X. Li, 2019. "How big data enriches maritime research – a critical review of Automatic Identification System (AIS) data applications," Transport Reviews, Taylor & Francis Journals, vol. 39(6), pages 755-773, November.
    17. Rupp, Nicholas G., 2009. "Do carriers internalize congestion costs? Empirical evidence on the internalization question," Journal of Urban Economics, Elsevier, vol. 65(1), pages 24-37, January.
    18. Tom F. Tan & Bradley R. Staats, 2020. "Behavioral Drivers of Routing Decisions: Evidence from Restaurant Table Assignment," Production and Operations Management, Production and Operations Management Society, vol. 29(4), pages 1050-1070, April.
    19. Nilay Tan{i}k Argon & Serhan Ziya, 2009. "Priority Assignment Under Imperfect Information on Customer Type Identities," Manufacturing & Service Operations Management, INFORMS, vol. 11(4), pages 674-693, June.
    20. Guo, Huanxiu & Jiang, Changmin & Wan, Yulai, 2018. "Can airfares tell? An alternative empirical strategy for airport congestion internalization," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 648-661.
    21. Xi Lin & Xinyue Pu & Xiwen Bai, 2024. "On the Efficiency Impacts of Berthing Priority Provision," Transportation Science, INFORMS, vol. 58(3), pages 578-596, May.
    22. Brueckner, Jan K., 2009. "Price vs. quantity-based approaches to airport congestion management," Journal of Public Economics, Elsevier, vol. 93(5-6), pages 681-690, June.
    23. Basso, Leonardo J. & Zhang, Anming, 2007. "Congestible facility rivalry in vertical structures," Journal of Urban Economics, Elsevier, vol. 61(2), pages 218-237, March.
    24. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    25. Jan K. Brueckner, 2002. "Airport Congestion When Carriers Have Market Power," American Economic Review, American Economic Association, vol. 92(5), pages 1357-1375, December.
    26. Talley, Wayne K. & Ng, ManWo, 2016. "Port multi-service congestion," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 94(C), pages 66-70.
    27. Christopher Mayer & Todd Sinai, 2003. "Network Effects, Congestion Externalities, and Air Traffic Delays: Or Why Not All Delays Are Evil," American Economic Review, American Economic Association, vol. 93(4), pages 1194-1215, September.
    28. Branislav Dragović & Nam Kyu Park & Zoran Radmilović & Vladislav Maraš, 2005. "Simulation Modelling of Ship-Berth Link With Priority Service," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 7(4), pages 316-335, December.
    29. Igal Milchtaich, 2021. "Internalization of social cost in congestion games," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 71(2), pages 717-760, March.
    30. Marielle Christiansen & Kjetil Fagerholt & David Ronen, 2004. "Ship Routing and Scheduling: Status and Perspectives," Transportation Science, INFORMS, vol. 38(1), pages 1-18, February.
    31. Imai, Akio & Nishimura, Etsuko & Papadimitriou, Stratos, 2003. "Berth allocation with service priority," Transportation Research Part B: Methodological, Elsevier, vol. 37(5), pages 437-457, June.
    32. Daniel, Joseph I. & Harback, Katherine Thomas, 2008. "(When) Do hub airlines internalize their self-imposed congestion delays?," Journal of Urban Economics, Elsevier, vol. 63(2), pages 583-612, March.
    33. Zhang, Anming & Zhang, Yimin, 2006. "Airport capacity and congestion when carriers have market power," Journal of Urban Economics, Elsevier, vol. 60(2), pages 229-247, September.
    34. Shahrzad Nikghadam & Kim F. Molkenboer & Lori Tavasszy & Jafar Rezaei, 2023. "Information sharing to mitigate delays in port: the case of the Port of Rotterdam," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 25(3), pages 576-601, September.
    35. Hugo E. Silva & Erik T. Verhoef, 2011. "Optimal Pricing of Flights and Passengers at Congested Airports: The Efficiency of Atomistic Charges," Tinbergen Institute Discussion Papers 11-179/3, Tinbergen Institute, revised 28 Mar 2013.
    36. Brueckner, Jan K., 2005. "Internalization of airport congestion: A network analysis," International Journal of Industrial Organization, Elsevier, vol. 23(7-8), pages 599-614, September.
    37. Alan Cobham, 1954. "Priority Assignment in Waiting Line Problems," Operations Research, INFORMS, vol. 2(1), pages 70-76, February.
    38. Qiuping Yu & Gad Allon & Achal Bassamboo, 2017. "How Do Delay Announcements Shape Customer Behavior? An Empirical Study," Management Science, INFORMS, vol. 63(1), pages 1-20, January.
    39. Ater, Itai, 2012. "Internalization of congestion at US hub airports," Journal of Urban Economics, Elsevier, vol. 72(2), pages 196-209.
    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. Gillen, David & Jacquillat, Alexandre & Odoni, Amedeo R., 2016. "Airport demand management: The operations research and economics perspectives and potential synergies," Transportation Research Part A: Policy and Practice, Elsevier, vol. 94(C), pages 495-513.
    2. Silva, Hugo E. & Verhoef, Erik T. & van den Berg, Vincent A.C., 2014. "Airlines’ strategic interactions and airport pricing in a dynamic bottleneck model of congestion," Journal of Urban Economics, Elsevier, vol. 80(C), pages 13-27.
    3. Guo, Huanxiu & Jiang, Changmin & Wan, Yulai, 2018. "Can airfares tell? An alternative empirical strategy for airport congestion internalization," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 648-661.
    4. Dixit, Aasheesh & Jakhar, Suresh Kumar, 2021. "Airport capacity management: A review and bibliometric analysis," Journal of Air Transport Management, Elsevier, vol. 91(C).
    5. Silva, Hugo E. & Verhoef, Erik T., 2013. "Optimal pricing of flights and passengers at congested airports and the efficiency of atomistic charges," Journal of Public Economics, Elsevier, vol. 106(C), pages 1-13.
    6. Ater, Itai, 2012. "Internalization of congestion at US hub airports," Journal of Urban Economics, Elsevier, vol. 72(2), pages 196-209.
    7. Hugo E. Silva & Robin Lindsey & André de Palma & Vincent A. C. van den Berg, 2017. "On the Existence and Uniqueness of Equilibrium in the Bottleneck Model with Atomic Users," Transportation Science, INFORMS, vol. 51(3), pages 863-881, August.
    8. Lin, Ming Hsin, 2020. "Congestion pricing and capacity for internationally interlinked airports," Transportation Research Part B: Methodological, Elsevier, vol. 142(C), pages 126-142.
    9. Boffa, Federico & Fedele, Alessandro & Iozzi, Alberto, 2023. "Congestion and incentives in the age of driverless fleets," Journal of Urban Economics, Elsevier, vol. 137(C).
    10. Brueckner, Jan K., 2009. "Price vs. quantity-based approaches to airport congestion management," Journal of Public Economics, Elsevier, vol. 93(5-6), pages 681-690, June.
    11. Jan K. Brueckner, 2008. "Slot-Based Approaches to Airport Congestion Management," CESifo Working Paper Series 2302, CESifo.
    12. Lin, Ming Hsin, 2021. "Airport pricing and capacity: Schedule versus congestion delays," Research in Transportation Economics, Elsevier, vol. 90(C).
    13. Czerny, Achim I., 2010. "Airport congestion management under uncertainty," Transportation Research Part B: Methodological, Elsevier, vol. 44(3), pages 371-380, March.
    14. Brueckner, Jan K. & Verhoef, Erik T., 2010. "Manipulable congestion tolls," Journal of Urban Economics, Elsevier, vol. 67(3), pages 315-321, May.
    15. Verhoef, Erik T. & Silva, Hugo E., 2017. "Dynamic equilibrium at a congestible facility under market power," Transportation Research Part B: Methodological, Elsevier, vol. 105(C), pages 174-192.
    16. Lin, Ming Hsin, 2025. "Airport congestion pricing and capacity: Cost recovery with per-flight or per-passenger charges," Economics of Transportation, Elsevier, vol. 42(C).
    17. Czerny, Achim I. & Zhang, Anming, 2014. "Airport peak-load pricing revisited: The case of peak and uniform tolls," Economics of Transportation, Elsevier, vol. 3(1), pages 90-101.
    18. Barkley, Aaron & Mcleod, Kael, 2022. "Congestion and consolidation: An empirical study of a barge shipping merger," Regional Science and Urban Economics, Elsevier, vol. 93(C).
    19. Achim I. Czerny & Anming Zhang, 2010. "Airport Congestion Pricing and Passenger Types," WHU Working Paper Series - Economics Group 10-01, WHU - Otto Beisheim School of Management.
    20. Jiang, Changmin & Zhang, Anming, 2015. "Airport congestion pricing and terminal investment: Effects of terminal congestion, passenger types, and concessionsAuthor-Name: Wan, Yulai," Transportation Research Part B: Methodological, Elsevier, vol. 82(C), pages 91-113.

    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:transa:v:201:y:2025:i:c:s0965856425003301. 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.elsevier.com/wps/find/journaldescription.cws_home/547/description#description .

    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.