ArticleTransport policy2022
Impact of COVID-19 on China's international liner shipping network based on AIS data.
Article in Transport policy, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
6 citing papers in PubMed.
- Multiplexity and Disruption Propagation in Global Container Liner Shipping Networks: From the Perspective of Carriers' Geopolitical Affiliations.Entropy (Basel, Switzerland) · 2026Article
- A Novel Framework for Quantitative Evaluation of Resilience Performance of Sea Lanes of Communication.Risk analysis : an official publication of the Society for Risk Analysis · 2026Article
- Trading Community Analysis of Countries' Roll-On/Roll-Off Shipping Networks Using Fine-Grained Vessel Trajectory Data.Sensors (Basel, Switzerland) · 2024Article
- The effects of COVID-19 on agriculture supply chain, food security, and environment: a review.PeerJ · 2024Review
- Quantitative analysis of the impact of COVID-19 on ship visiting behaviors to ports- A framework and a case study.Ocean & coastal management · 2022Article
- A Review of COVID-19-Related Literature on Freight Transport: Impacts, Mitigation Strategies, Recovery Measures, and Future Research Directions.International journal of environmental research and public health · 2022Review
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
As an essential sub-network of the global liner shipping network, China's international liner shipping network was the earliest to be affected by the COVID-19 and also had a significant impact on the global shipping network. This paper uses Automatic Identification System (AIS) data to analyze the impact of COVID-19 on the typical route networks and major ports of China's international liner shipping. On this basis, the changes in network efficiency and connectivity under the failure of important nodes is simulated. The research finds that, during the epidemic period, the scale of China's international liner shipping network increased, with more routes gathering at fewer hub ports. Still, the overall connectivity and connection strength declined. Meanwhile, the epidemic caused fluctuations in container volume and the mismatch of ship cargo capacity supply, in which China-U.S. routes was the most prominent. From the view of node, the competitiveness of China's mainland ports was significantly promoted during the epidemic. In addition, ports such as Busan, Singapore, and Hong Kong substantially impacted China's international liner shipping network. The current study might be helpful for the industry management departments and related companies to prepare contingency plans, thus enhancing the resilience of the logistics chain and ensuring the stability of the global supply chain.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.