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Relationship between the Chinese Main Air Transport Network and COVID-19 Pandemic Transmission

Author

Listed:
  • Min Su

    (School of Maritime Economics and Management, Dalian Maritime University, Dalian 116026, China)

  • Baoyang Hu

    (School of Maritime Economics and Management, Dalian Maritime University, Dalian 116026, China)

  • Yipeng Jiang

    (School of Marine Law and Humanities, Dalian Ocean University, Dalian 116300, China)

  • Zhenchao Zhang

    (School of Maritime Economics and Management, Dalian Maritime University, Dalian 116026, China)

  • Zeyang Li

    (School of Maritime Economics and Management, Dalian Maritime University, Dalian 116026, China)

Abstract

The COVID-19 pandemic had an unprecedented impact on the civil aviation passenger transport industry. This study analyzes the scale change and spatial distribution of the Chinese main air transport network (CMATN) and its role in the early spread of the pandemic using a complex network analysis method and econometric model. The result shows that CMATN is mainly located in the economically developed and densely populated central and eastern regions of China. The normalized degree, closeness, and betweenness centralities of CMATN node cities show an overall increasing trend, indicating that the air transport network is constantly improving. There was a significant positive relationship between the centrality of node cities, the duration of the COVID-19 pandemic, and the number of confirmed cases, indicating that air transport networks were crucial in the pandemic’s early spread. Furthermore, social and economic variables such as GDP and population had a significant positive impact on the duration of the pandemic, indicating that higher levels of social and economic development increased the seriousness of the pandemic. Our findings are expected to supplement existing research and serve as a point of reference for pandemic prevention and control.

Suggested Citation

  • Min Su & Baoyang Hu & Yipeng Jiang & Zhenchao Zhang & Zeyang Li, 2022. "Relationship between the Chinese Main Air Transport Network and COVID-19 Pandemic Transmission," Mathematics, MDPI, vol. 10(13), pages 1-17, July.
  • Handle: RePEc:gam:jmathe:v:10:y:2022:i:13:p:2348-:d:855827
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    References listed on IDEAS

    as
    1. Amankwah-Amoah, Joseph, 2020. "Stepping Up and Stepping Out of COVID-19: New Challenges for Environmental Sustainability Policies in the Global Airline Industry," MPRA Paper 101491, University Library of Munich, Germany.
    2. Zhang, Linfeng & Yang, Hangjun & Wang, Kun & Zhan, Yi & Bian, Lei, 2020. "Measuring imported case risk of COVID-19 from inbound international flights --- A case study on China," Journal of Air Transport Management, Elsevier, vol. 89(C).
    3. Jiang, Xurui & Wen, Xiangxi & Wu, Minggong & Song, Min & Tu, Congliang, 2019. "A complex network analysis approach for identifying air traffic congestion based on independent component analysis," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 523(C), pages 364-381.
    4. Zhang, Jun & Cao, Xian-Bin & Du, Wen-Bo & Cai, Kai-Quan, 2010. "Evolution of Chinese airport network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(18), pages 3922-3931.
    5. Serrano, Francisco & Kazda, Antonín, 2020. "The future of airports post COVID-19," Journal of Air Transport Management, Elsevier, vol. 89(C).
    6. Hou, Meng & Wang, Kun & Yang, Hangjun, 2021. "Hub airport slot Re-allocation and subsidy policy to speed up air traffic recovery amid COVID-19 pandemic --- case on the Chinese airline market," Journal of Air Transport Management, Elsevier, vol. 93(C).
    7. Jiao, Jingjuan & Wang, Jiaoe & Jin, Fengjun, 2017. "Impacts of high-speed rail lines on the city network in China," Journal of Transport Geography, Elsevier, vol. 60(C), pages 257-266.
    8. Deng, Yu & Zhang, Yahua & Wang, Kun, 2022. "An analysis of the Chinese scheduled freighter network during the first year of the COVID-19 pandemic," Journal of Transport Geography, Elsevier, vol. 99(C).
    9. 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.
    10. Bhadra, Dipasis & Kee, Jacqueline, 2008. "Structure and dynamics of the core US air travel markets: A basic empirical analysis of domestic passenger demand," Journal of Air Transport Management, Elsevier, vol. 14(1), pages 27-39.
    11. Kim, Seyun & Yoon, Yoonjin, 2019. "On node criticality of the Northeast Asian air route network," Journal of Air Transport Management, Elsevier, vol. 80(C), pages 1-1.
    12. Bombelli, Alessandro & Santos, Bruno F. & Tavasszy, Lóránt, 2020. "Analysis of the air cargo transport network using a complex network theory perspective," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 138(C).
    13. Bagler, Ganesh, 2008. "Analysis of the airport network of India as a complex weighted network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(12), pages 2972-2980.
    14. 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).
    15. Du, Wen-Bo & Zhou, Xing-Lian & Lordan, Oriol & Wang, Zhen & Zhao, Chen & Zhu, Yan-Bo, 2016. "Analysis of the Chinese Airline Network as multi-layer networks," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 89(C), pages 108-116.
    16. Min Su & Weixin Luan & Zeyang Li & Shulin Wan & Zhenchao Zhang, 2019. "Evolution and Determinants of an Air Transport Network: A Case Study of the Chinese Main Air Transport Network," Sustainability, MDPI, vol. 11(14), pages 1-20, July.
    17. Bulchand-Gidumal, Jacques & Melián-González, Santiago, 2021. "Post-COVID-19 behavior change in purchase of air tickets," Annals of Tourism Research, Elsevier, vol. 87(C).
    18. Pan, Yu & He, Sylvia Y., 2022. "Analyzing COVID-19’s impact on the travel mobility of various social groups in China’s Greater Bay Area via mobile phone big data," Transportation Research Part A: Policy and Practice, Elsevier, vol. 159(C), pages 263-281.
    19. Du, Wen-Bo & Liang, Bo-Yuan & Hong, Chen & Lordan, Oriol, 2017. "Analysis of the Chinese provincial air transportation network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 465(C), pages 579-586.
    20. Fu, Xiaowen & Lei, Zheng & Wang, Kun & Yan, Jia, 2015. "Low cost carrier competition and route entry in an emerging but regulated aviation market – The case of China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 79(C), pages 3-16.
    21. Lei, Zheng & O’Connell, John F., 2011. "The evolving landscape of Chinese aviation policies and impact of a deregulating environment on Chinese carriers," Journal of Transport Geography, Elsevier, vol. 19(4), pages 829-839.
    22. Lamb, Tracy L. & Ruskin, Keith J. & Rice, Stephen & Khorassani, Leili & Winter, Scott R. & Truong, Dothang, 2021. "A qualitative analysis of social and emotional perspectives of airline passengers during the COVID-19 pandemic," Journal of Air Transport Management, Elsevier, vol. 94(C).
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