IDEAS home Printed from https://ideas.repec.org/a/eee/transa/v176y2023ics0965856423002227.html
   My bibliography  Save this article

A system dynamics analysis of the trans-Pacific trade lane during the pandemic

Author

Listed:
  • Bell, Michael G.H.
  • Wang, Ze
  • Cheung, Kam-Fung
  • Zhu, Shengda

Abstract

A consequence of the pandemic was significant disruption to global container flows from 2020 to 2022, with cargo time spent in containers, container ship congestion in ports, and container dwell times in terminals all peaking during this period. After reviewing 2020 and 2021 data for the trans-Pacific trade lane, this paper presents a system dynamics model that explains how these factors are related to each other. The model highlights the importance of the speed with which containers are loaded and unloaded for the dwell time of container ships in ports, the dwell time of containers in terminals, and rollovers (containers left behind). It is shown that port congestion propagates to all ports in the same port rotation (tour). An analysis of the mathematical model behind the system dynamics model indicates precisely when the “tipping point” is reached and congestion propagates. The mathematical model also suggests some remedies, like reducing the number of ports in port rotations and increasing productivity at one port to compensate for a loss of productivity at another port on the same rotation.

Suggested Citation

  • Bell, Michael G.H. & Wang, Ze & Cheung, Kam-Fung & Zhu, Shengda, 2023. "A system dynamics analysis of the trans-Pacific trade lane during the pandemic," Transportation Research Part A: Policy and Practice, Elsevier, vol. 176(C).
  • Handle: RePEc:eee:transa:v:176:y:2023:i:c:s0965856423002227
    DOI: 10.1016/j.tra.2023.103802
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0965856423002227
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.tra.2023.103802?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Jun-Woo Jeon & Okan Duru & Gi-Tae Yeo, 2020. "Modelling cyclic container freight index using system dynamics," Maritime Policy & Management, Taylor & Francis Journals, vol. 47(3), pages 287-303, April.
    2. Jieyang Ju & Ruosha Li & Suicheng Gu & Joseph K Leader & Xiaohua Wang & Yahong Chen & Bin Zheng & Shandong Wu & David Gur & Frank Sciurba & Jiantao Pu, 2014. "Impact of Emphysema Heterogeneity on Pulmonary Function," PLOS ONE, Public Library of Science, vol. 9(11), pages 1-8, November.
    3. Xie, Shiqing & Mo, Taiping, 2014. "The impact of education on health in China," China Economic Review, Elsevier, vol. 29(C), pages 1-18.
    4. 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.
    5. Ciscar, Juan-Carlos & Feyen, Luc & Soria, Antonio & Lavalle, Carlo & Raes, Frank & Perry, Miles & Nemry, Françoise & Demirel, Hande & Rozsai, Máté & Dosio, Alessandro & Donatelli, Marcello & Srivastav, 2014. "Climate Impacts in Europe - The JRC PESETA II Project," MPRA Paper 55725, University Library of Munich, Germany.
    6. Li, Pei & Tu, Yong, 2014. "The impacts of openness on air quality in China," Environment and Development Economics, Cambridge University Press, vol. 19(2), pages 201-227, April.
    7. Ádám Banai & Zsuzsanna Hosszú & Gyöngyi Körmendi & Bence Mérõ, 2014. "Impact of base rate cuts on bank profitability," MNB Bulletin (discontinued), Magyar Nemzeti Bank (Central Bank of Hungary), vol. 9(2), pages 18-22, July.
    8. Yuliya Mamatok & Yingyi Huang & Chun Jin & Xingqun Cheng, 2019. "A System Dynamics Model for CO 2 Mitigation Strategies at a Container Seaport," Sustainability, MDPI, vol. 11(10), pages 1-19, May.
    9. Michael G H Bell & Khalid Bichou, 2008. "An Analysis into Speed and Schedule Stability for Container Liner Services," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 10(1-2), pages 175-184, March.
    10. Abbas, Khaled A. & Bell, Michael G. H., 1994. "System dynamics applicability to transportation modeling," Transportation Research Part A: Policy and Practice, Elsevier, vol. 28(5), pages 373-390, September.
    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, Shuaian & Meng, Qiang, 2012. "Liner ship route schedule design with sea contingency time and port time uncertainty," Transportation Research Part B: Methodological, Elsevier, vol. 46(5), pages 615-633.
    2. Chai, Naijie & Zhou, Wenliang & Hu, Xinlei, 2022. "Safety evaluation of urban rail transit operation considering uncertainty and risk preference: A case study in China," Transport Policy, Elsevier, vol. 125(C), pages 267-288.
    3. Yan Li & Xiaohan Zhang & Kaiyue Lin & Qingbo Huang, 2019. "The Analysis of a Simulation of a Port–City Green Cooperative Development, Based on System Dynamics: A Case Study of Shanghai Port, China," Sustainability, MDPI, vol. 11(21), pages 1-20, October.
    4. Chen, Yuanyuan & Wang, Haining & Cheng, Zhiming & Smyth, Russell, 2023. "Education and Migrant Health in China," Economic Modelling, Elsevier, vol. 121(C).
    5. Wang, Zhuowei & Yu, Jiangbo (Gabe) & Chen, Anthony & Fu, Xiaowen, 2024. "Subsidy policies towards zero-emission bus fleets: A systematic technical-economic analysis," Transport Policy, Elsevier, vol. 150(C), pages 1-13.
    6. Lewe, J.-H. & Hivin, L.F. & Mavris, D.N., 2014. "A multi-paradigm approach to system dynamics modeling of intercity transportation," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 71(C), pages 188-202.
    7. Yingyi Huang & Yuliya Mamatok & Chun Jin, 2021. "Decision-making instruments for container seaport sustainable development: management platform and system dynamics model," Environment Systems and Decisions, Springer, vol. 41(2), pages 212-226, June.
    8. Zheng, Shiyuan & Jiang, Changmin & Fu, Xiaowen, 2021. "Investment competition on dedicated terminals under demand ambiguity," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 150(C).
    9. Mao, Wei & Shepherd, Simon & Harrison, Gillian & Xu, Meng, 2024. "Autonomous vehicle market development in Beijing: A system dynamics approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 179(C).
    10. La, Vincent, 2014. "Does Schooling Pay? Evidence from China," MPRA Paper 54578, University Library of Munich, Germany.
    11. Jagan Jeevan & Violeta Roso, 2019. "Exploring seaport - dry ports dyadic integration to meet the increase in container vessels size," Journal of Shipping and Trade, Springer, vol. 4(1), pages 1-18, December.
    12. Ren, Yanjun & Zhang, Yanjie & Castro Campos, Bente & Loy, Jens-Peter, 2020. "Unhealthy consumption behaviors and their intergenerational persistence: The role of education," China Economic Review, Elsevier, vol. 62(C).
    13. Özer, Mustafa & Fidrmuc, Jan, 2017. "Male Education and Domestic Violence in Turkey: Evidence from a Natural Experiment," GLO Discussion Paper Series 109, Global Labor Organization (GLO).
    14. Dursun, Bahadır & Cesur, Resul & Mocan, Naci, 2018. "The Impact of Education on Health Outcomes and Behaviors in a Middle-Income, Low-Education Country," Economics & Human Biology, Elsevier, vol. 31(C), pages 94-114.
    15. Cui, Ying & Liu, Hong & Zhao, Liqiu, 2019. "Mother's education and child development: Evidence from the compulsory school reform in China," Journal of Comparative Economics, Elsevier, vol. 47(3), pages 669-692.
    16. Zheng, Shiyuan & Fu, Xiaowen & Jiang, Changmin & Ge, Ying-En, 2020. "Airline investments in exclusive airport facilities: Timing decisions under demand ambiguity," Transportation Research Part B: Methodological, Elsevier, vol. 139(C), pages 343-363.
    17. repec:sus:susewp:0324 is not listed on IDEAS
    18. Pierre van der Eng & Kitae Sohn, 2018. "The Biological Standard of Living in China during the 20th Century: Evidence from the Age at Menarche," CEH Discussion Papers 10, Centre for Economic History, Research School of Economics, Australian National University.
    19. Yangyang Sun & Daxin Dong & Yulian Ding, 2021. "The Impact of Dietary Knowledge on Health: Evidence from the China Health and Nutrition Survey," IJERPH, MDPI, vol. 18(7), pages 1-17, April.
    20. HOSSAIN, Niamat Ullah Ibne & Amrani, Safae El & Jaradat, Raed & Marufuzzaman, Mohammad & Buchanan, Randy & Rinaudo, Christina & Hamilton, Michael, 2020. "Modeling and assessing interdependencies between critical infrastructures using Bayesian network: A case study of inland waterway port and surrounding supply chain network," Reliability Engineering and System Safety, Elsevier, vol. 198(C).
    21. Mallick, Debdulal & Khalil, Islam & Nicholas, Aaron, 2023. "Does Less Education Harm Health? Evidence from a Natural Experiment in a Developing Country," MPRA Paper 116184, University Library of Munich, Germany.

    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:176:y:2023:i:c:s0965856423002227. 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.