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

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  • 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
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    References listed on IDEAS

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    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. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
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