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Impact of entry restriction policies on international air transport connectivity during COVID-19 pandemic

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  • Li, Siping
  • Zhou, Yaoming
  • Kundu, Tanmoy
  • Zhang, Fangni

Abstract

The COVID-19 pandemic has seriously impacted the air transport network (ATN) globally. Policies to restrict international passenger arrivals adopted by many countries are effective responses to control the spread of the virus. This paper studies the impact of two entry restriction policies implemented by some countries against international travelers during COVID-19, i.e., direct flight suspension and complete entry suspension, on the international connectivity (IC) of ATNs. Firstly, the concept of international air transport network (IATN) is defined, and a novel weighted IC index for ATNs is proposed considering flight frequency. Furthermore, to systematically analyze the difference between two policies, the hierarchical structure of the IATN is investigated, followed by studying the change of the IC index assuming different countries impose the two policies. Taking China as an example, this paper evaluates the influence of two policies based on real policy implementation of some countries against travelers from China. Besides, the critical countries affecting the IC are identified, and the network robustness is assessed. Implications for assessing and ranking the impact of different countries under different policies are provided and discussed. Lastly, two extensions are presented to discuss the impact of partial suspension and response actions such as air travel bubble. This work is one of the first to study the impact of country-to-country disconnection on air transport connectivity and deepens our understanding of the performance of ATNs during emergencies.

Suggested Citation

  • Li, Siping & Zhou, Yaoming & Kundu, Tanmoy & Zhang, Fangni, 2021. "Impact of entry restriction policies on international air transport connectivity during COVID-19 pandemic," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 152(C).
    • Handle: RePEc:eee:transe:v:152:y:2021:i:c:s1366554521001782
    DOI: 10.1016/j.tre.2021.102411
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    as
    1. Miyoshi, Chikage & Fukui, Hideki, 2018. "Measuring the rebound effects in air transport: The impact of jet fuel prices and air carriers’ fuel efficiency improvement of the European airlines," Transportation Research Part A: Policy and Practice, Elsevier, vol. 112(C), pages 71-84.
    2. Xia, Wenyi & Zhang, Anming, 2016. "High-speed rail and air transport competition and cooperation: A vertical differentiation approach," Transportation Research Part B: Methodological, Elsevier, vol. 94(C), pages 456-481.
    3. Martini, Gianmaria & Manello, Alessandro & Scotti, Davide, 2013. "The influence of fleet mix, ownership and LCCs on airports’ technical/environmental efficiency," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 50(C), pages 37-52.
    4. Li, Tao & Rong, Lili & Yan, Kesheng, 2019. "Vulnerability analysis and critical area identification of public transport system: A case of high-speed rail and air transport coupling system in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 127(C), pages 55-70.
    5. Paleari, Stefano & Redondi, Renato & Malighetti, Paolo, 2010. "A comparative study of airport connectivity in China, Europe and US: Which network provides the best service to passengers?," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 46(2), pages 198-210, March.
    6. Guillaume Burghouwt & Renato Redondi, 2013. "Connectivity in Air Transport Networks: An Assessment of Models and Applications," Journal of Transport Economics and Policy, University of Bath, vol. 47(1), pages 35-53, January.
    7. Gong, Qiang & Wang, Kun & Fan, Xingli & Fu, Xiaowen & Xiao, Yi-bin, 2018. "International trade drivers and freight network analysis - The case of the Chinese air cargo sector," Journal of Transport Geography, Elsevier, vol. 71(C), pages 253-262.
    8. Zhang, Yahua & Zhang, Anming & Zhu, Zhenran & Wang, Kun, 2017. "Connectivity at Chinese airports: The evolution and drivers," Transportation Research Part A: Policy and Practice, Elsevier, vol. 103(C), pages 490-508.
    9. Wang, Kun & Jiang, Changmin & Ng, Adolf K.Y. & Zhu, Zhenran, 2020. "Air and rail connectivity patterns of major city clusters in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 139(C), pages 35-53.
    10. Zhou, Yaoming & Wang, Junwei, 2018. "Efficiency of complex networks under failures and attacks: A percolation approach," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 512(C), pages 658-664.
    11. Zhou, Yaoming & Kundu, Tanmoy & Goh, Mark & Sheu, Jiuh-Biing, 2021. "Multimodal transportation network centrality analysis for Belt and Road Initiative," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 149(C).
    12. Zhang, Yi & Zheng, Xingwu & Lu, Wei, 2018. "Measuring the openness of Chinese international air transport policy," Transport Policy, Elsevier, vol. 72(C), pages 208-217.
    13. Zhou, Yaoming & Wang, Junwei & Sheu, Jiuh-Biing, 2019. "On connectivity of post-earthquake road networks," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 123(C), pages 1-16.
    14. Wong, Allen & Tan, Sijian & Chandramouleeswaran, Keshav Ram & Tran, Huy T., 2020. "Data-driven analysis of resilience in airline networks," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 143(C).
    15. Cheung, Tommy K.Y. & Wong, Collin W.H. & Zhang, Anming, 2020. "The evolution of aviation network: Global airport connectivity index 2006–2016," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 133(C).
    16. Boonekamp, Thijs & Burghouwt, Guillaume, 2017. "Measuring connectivity in the air freight industry," Journal of Air Transport Management, Elsevier, vol. 61(C), pages 81-94.
    17. Matsumoto, Hidenobu & Domae, Koji & O'Connor, Kevin, 2016. "Business connectivity, air transport and the urban hierarchy: A case study in East Asia," Journal of Transport Geography, Elsevier, vol. 54(C), pages 132-139.
    18. 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.
    19. Wang, Junwei & Zhou, Yaoming & Huang, George Q., 2019. "Alternative pair in the airport network," Transportation Research Part A: Policy and Practice, Elsevier, vol. 124(C), pages 408-418.
    20. Fageda, Xavier & Suárez-Alemán, Ancor & Serebrisky, Tomás & Fioravanti, Reinaldo, 2018. "Air connectivity in remote regions: A comprehensive review of existing transport policies worldwide," Journal of Air Transport Management, Elsevier, vol. 66(C), pages 65-75.
    21. Zhu, Zhenran & Zhang, Anming & Zhang, Yahua & Huang, Zhibin & Xu, Shiteng, 2019. "Measuring air connectivity between China and Australia," Journal of Transport Geography, Elsevier, vol. 74(C), pages 359-370.
    22. Dai, Wayne Lei & Fu, Xiaowen & Yip, Tsz Leung & Hu, Hao & Wang, Kun, 2018. "Emission charge and liner shipping network configuration – An economic investigation of the Asia-Europe route," Transportation Research Part A: Policy and Practice, Elsevier, vol. 110(C), pages 291-305.
    23. Jiao, Jingjuan & Wang, Jiaoe & Zhang, Fangni & Jin, Fengjun & Liu, Wei, 2020. "Roles of accessibility, connectivity and spatial interdependence in realizing the economic impact of high-speed rail: Evidence from China," Transport Policy, Elsevier, vol. 91(C), pages 1-15.
    24. Zhang, Fangni & Graham, Daniel J. & Wong, Mark Siu Chun, 2018. "Quantifying the substitutability and complementarity between high-speed rail and air transport," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 191-215.
    25. Zhou, Yaoming & Wang, Junwei & Huang, George Q., 2019. "Efficiency and robustness of weighted air transport networks," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 122(C), pages 14-26.
    26. Voltes-Dorta, Augusto & Rodríguez-Déniz, Héctor & Suau-Sanchez, Pere, 2017. "Vulnerability of the European air transport network to major airport closures from the perspective of passenger delays: Ranking the most critical airports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 96(C), pages 119-145.
    27. Malighetti, Paolo & Martini, Gianmaria & Redondi, Renato & Scotti, Davide, 2019. "Air transport networks of global integrators in the more liberalized Asian air cargo industry," Transport Policy, Elsevier, vol. 80(C), pages 12-23.
    28. Wang, Jiaoe & Bonilla, David & Banister, David, 2016. "Air deregulation in China and its impact on airline competition 1994–2012," Journal of Transport Geography, Elsevier, vol. 50(C), pages 12-23.
    29. Wei, P. & Chen, L. & Sun, D., 2014. "Algebraic connectivity maximization of an air transportation network: The flight routes’ addition/deletion problem," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 61(C), pages 13-27.
    30. Wang, Kun & Fu, Xiaowen & Czerny, Achim I. & Hua, Guowei & Lei, Zheng, 2020. "Modeling the potential for aviation liberalization in Central Asia – Market analysis and implications for the Belt and Road Initiative," Transportation Research Part A: Policy and Practice, Elsevier, vol. 134(C), pages 184-210.
    31. Suau-Sanchez, Pere & Voltes-Dorta, Augusto & Cugueró-Escofet, Natàlia, 2020. "An early assessment of the impact of COVID-19 on air transport: Just another crisis or the end of aviation as we know it?," Journal of Transport Geography, Elsevier, vol. 86(C).
    32. Choi, Jong Hae & Wang, Kun & Xia, Wenyi & Zhang, Anming, 2019. "Determining factors of air passengers’ transfer airport choice in the Southeast Asia – North America market: Managerial and policy implications," Transportation Research Part A: Policy and Practice, Elsevier, vol. 124(C), pages 203-216.
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