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How has the COVID-19 pandemic reshaped the aviation network? A comparative pre- and during-pandemic analysis

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  • Zhang, Lu
  • Gong, Jiaying
  • Yang, Yu

Abstract

The COVID-19 pandemic has profoundly impacted international flights, leading to substantial economic repercussions for the global tourism industry. While existing research has explored the resilience and recovery of the air transport system during the pandemic, this analysis delves into the structural transformation of the air transportation network within “the Belt and Road” region through a quantitative analysis. The findings reveal three critical aspects: (1) The pandemic caused a marked reduction in air transport connectivity, with flight frequency and route connectivity between cities decreasing by 27.82% and 35.87%, respectively, although the basic aviation framework remained intact. This impact varied across different administrative levels, regions, and distances, due to the impact of different countries' pandemic policies. Transnational connections were particularly hard-hit, experiencing more severe disruptions than domestic routes. (2) Significant shifts occurred in the rankings of aviation hubs. For example, cities like Singapore and Doha rose in prominence, while traditional hubs such as Moscow and Beijing saw a decline in their rankings. This shift reflects a reconfiguration of key nodes within the aviation network. (3) The network structure underwent significant reorganization and decentralization, transitioning from a conventional core-periphery model to a hybrid structure that blends core-peripheries with local communities. This transformation demonstrates the network's adaptability and its capacity to develop alternative structures in response to sudden external shocks like the COVID-19 pandemic. The insights from this analysis offer valuable guidance for policy-making and the development of emergency measures to better prepare for and mitigate future disruptions in air transport. The analysis underscores the importance of flexible and adaptive strategies in managing aviation networks, particularly in the face of global challenges.

Suggested Citation

  • Zhang, Lu & Gong, Jiaying & Yang, Yu, 2025. "How has the COVID-19 pandemic reshaped the aviation network? A comparative pre- and during-pandemic analysis," Transport Policy, Elsevier, vol. 160(C), pages 228-244.
    • Handle: RePEc:eee:trapol:v:160:y:2025:i:c:p:228-244
    DOI: 10.1016/j.tranpol.2024.11.008
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    References listed on IDEAS

    as
    1. Wenjia Zhang & Jean-Claude Thill, 2019. "Mesoscale Structures in World City Networks," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 109(3), pages 887-908, May.
    2. Wang, Xiaoyong & Zhang, Jun & Wandelt, Sebastian, 2023. "On the ramifications of airspace bans in aero-political conflicts: Towards a country importance ranking," Transport Policy, Elsevier, vol. 137(C), pages 1-13.
    3. Tolcha, Tassew Dufera, 2023. "The state of Africa's air transport market amid COVID-19, and forecasts for recovery," Journal of Air Transport Management, Elsevier, vol. 108(C).
    4. Dey Tirtha, Sudipta & Bhowmik, Tanmoy & Eluru, Naveen, 2022. "An airport level framework for examining the impact of COVID-19 on airline demand," Transportation Research Part A: Policy and Practice, Elsevier, vol. 159(C), pages 169-181.
    5. Xiaoqian Sun & Sebastian Wandelt & Hartmut Fricke & Judith Rosenow, 2021. "The Impact of COVID-19 on Air Transportation Network in the United States, Europe, and China," Sustainability, MDPI, vol. 13(17), pages 1-11, August.
    6. To, Wai Ming & Lee, Peter K.C., 2024. "Modeling of the COVID-19 impact on air passenger traffic in the US, European countries, and China," Journal of Air Transport Management, Elsevier, vol. 115(C).
    7. Dhruv Sharma & Jean-Philippe Bouchaud & Stanislao Gualdi & Marco Tarzia & Francesco Zamponi, 2021. "V–, U–, L– or W–shaped economic recovery after Covid-19: Insights from an Agent Based Model," PLOS ONE, Public Library of Science, vol. 16(3), pages 1-22, March.
    8. Zhou, Yaoming & Kundu, Tanmoy & Qin, Wei & Goh, Mark & Sheu, Jiuh-Biing, 2021. "Vulnerability of the worldwide air transportation network to global catastrophes such as COVID-19," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 154(C).
    9. Dhruv Sharma & Jean-Philippe Bouchaud & Stanislao Gualdi & Marco Tarzia & Francesco Zamponi, 2020. "V-, U-, L-, or W-shaped economic recovery after COVID: Insights from an Agent Based Model," Papers 2006.08469, arXiv.org, revised Feb 2021.
    10. Cao, Wanpeng & Du, Debin & Xia, Qifan, 2023. "Unbalanced global vaccine product trade pattern: A network perspective," Social Science & Medicine, Elsevier, vol. 325(C).
    11. Warnock-Smith, David & Graham, Anne & O'Connell, John F. & Efthymiou, Marina, 2021. "Impact of COVID-19 on air transport passenger markets: Examining evidence from the Chinese market," Journal of Air Transport Management, Elsevier, vol. 94(C).
    12. Gudmundsson, S.V. & Cattaneo, M. & Redondi, R., 2021. "Forecasting temporal world recovery in air transport markets in the presence of large economic shocks: The case of COVID-19," Journal of Air Transport Management, Elsevier, vol. 91(C).
    13. Kim, Myeonghyeon & Sohn, Jeongwoong, 2022. "Passenger, airline, and policy responses to the COVID-19 crisis: The case of South Korea," Journal of Air Transport Management, Elsevier, vol. 98(C).
    14. Sun, Xiaoqian & Wandelt, Sebastian & Zhang, Anming, 2021. "On the degree of synchronization between air transport connectivity and COVID-19 cases at worldwide level," Transport Policy, Elsevier, vol. 105(C), pages 115-123.
    15. Dube, Kaitano & Nhamo, Godwell & Chikodzi, David, 2021. "COVID-19 pandemic and prospects for recovery of the global aviation industry," Journal of Air Transport Management, Elsevier, vol. 92(C).
    16. Zhang, Lu & Gong, Jiaying, 2024. "Decoding air passenger flows: Identifying the role of network autocorrelation in air travel," Journal of Air Transport Management, Elsevier, vol. 120(C).
    17. Sun, Xiaoqian & Wandelt, Sebastian & Zhang, Anming, 2020. "How did COVID-19 impact air transportation? A first peek through the lens of complex networks," Journal of Air Transport Management, Elsevier, vol. 89(C).
    18. Sugishita, Kashin & Mizutani, Hiroki & Hanaoka, Shinya, 2024. "Disruption and recovery of the US domestic airline networks during the COVID-19 pandemic," Journal of Air Transport Management, Elsevier, vol. 114(C).
    19. Mueller, Falko, 2022. "Examining COVID-19-triggered changes in spatial connectivity patterns in the European air transport network up to June 2021," Research in Transportation Economics, Elsevier, vol. 94(C).
    20. Zhu, Chunli & Wu, Jianping & Liu, Mingyu & Wang, Linyang & Li, Duowei & Kouvelas, Anastasios, 2021. "Recovery preparedness of global air transport influenced by COVID-19 pandemic: Policy intervention analysis," Transport Policy, Elsevier, vol. 106(C), pages 54-63.
    21. Wang, Jiaoe & Mo, Huihui & Wang, Fahui & Jin, Fengjun, 2011. "Exploring the network structure and nodal centrality of China’s air transport network: A complex network approach," Journal of Transport Geography, Elsevier, vol. 19(4), pages 712-721.
    22. Wang, Chunan & Jiang, Changmin, 2022. "How do pandemics affect intercity air travel? Implications for traffic and environment," Transportation Research Part A: Policy and Practice, Elsevier, vol. 166(C), pages 330-353.
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