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Investigating the impact of spatial dependence and heterogeneity on airport relationships: Empirical evidence from China

Author

Listed:
  • Zhen Wu

    (Honam University)

  • Po-Lin Lai

    (Chung-Ang University)

  • Kuo-Chung Shang

    (National Taiwan Ocean University)

  • Mingjie Fang

    (Korea University Business School)

Abstract

This research focused on the relationships among 34 major airports in China, analyzing how these relationships are influenced by spatial dependence and heterogeneity. Using a spatial econometric model, it found that passenger traffic in China’s airports displays a mutually driven aggregation effect. Furthermore, the study revealed that the airport relationship changes from complementarity to competition as the geographic distance between them decreases. The study also classified the main airports in China into three hierarchical levels and found significant complementarity and competition among those within the hub-and-spoke network structure. Specifically, this study identified a complementary relationship among regional trunk and local branch airports, as-well-as significant competition among hub airports. Crucially, the study suggests that the absence of a hub airport weakens the collaborative interactions between different types of airports, emphasizing the critical importance of hub airports for the connectivity and operational efficiency of China’s airport network.

Suggested Citation

  • Zhen Wu & Po-Lin Lai & Kuo-Chung Shang & Mingjie Fang, 2024. "Investigating the impact of spatial dependence and heterogeneity on airport relationships: Empirical evidence from China," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-11, December.
    • Handle: RePEc:pal:palcom:v:11:y:2024:i:1:d:10.1057_s41599-024-03124-z
    DOI: 10.1057/s41599-024-03124-z
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    1. Pavlyuk, Dmitry, 2016. "Implication of spatial heterogeneity for airports' efficiency estimation," Research in Transportation Economics, Elsevier, vol. 56(C), pages 15-24.
    2. Kai Tang & Hai-Jie Wang & Ning Wang, 2022. "The Relationship between the Airport Economy and Regional Development in China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(3), pages 812-822, February.
    3. Kağan Albayrak, Muhammed Bilge & Özcan, İsmail Çağrı & Can, Raif & Dobruszkes, Frédéric, 2020. "The determinants of air passenger traffic at Turkish airports," Journal of Air Transport Management, Elsevier, vol. 86(C).
    4. Starkie, David, 2012. "European airports and airlines: Evolving relationships and the regulatory implications," Journal of Air Transport Management, Elsevier, vol. 21(C), pages 40-49.
    5. Cheung, Tommy King-Yin & Wong, Wai-hung & Zhang, Anming & Wu, Yangming, 2020. "Spatial panel model for examining airport relationships within multi-airport regions," Transportation Research Part A: Policy and Practice, Elsevier, vol. 133(C), pages 148-163.
    6. Elisa Fusco & Francesco Vidoli, 2013. "Spatial stochastic frontier models: controlling spatial global and local heterogeneity," International Review of Applied Economics, Taylor & Francis Journals, vol. 27(5), pages 679-694, September.
    7. Mantin, Benny, 2012. "Airport complementarity: Private vs. government ownership and welfare gravitation," Transportation Research Part B: Methodological, Elsevier, vol. 46(3), pages 381-388.
    8. Choo, Yap Yin & Corbo, Leonardo & Wang, Kun, 2018. "Joint impact of airline market structure and airport ownership on airport market power and profit margin," Transport Policy, Elsevier, vol. 72(C), pages 67-78.
    9. Mirosław Bełej & Radosław Cellmer & Michał Głuszak, 2020. "The Impact of Airport Proximity on Single-Family House Prices—Evidence from Poland," Sustainability, MDPI, vol. 12(19), pages 1-26, September.
    10. Wang, Jiaoe & Mo, Huihui & Wang, Fahui, 2014. "Evolution of air transport network of China 1930–2012," Journal of Transport Geography, Elsevier, vol. 40(C), pages 145-158.
    11. Lung‐fei Lee & Jihai Yu, 2012. "Spatial Panels: Random Components Versus Fixed Effects," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 53(4), pages 1369-1412, November.
    12. Oum, Tae H. & Yan, Jia & Yu, Chunyan, 2008. "Ownership forms matter for airport efficiency: A stochastic frontier investigation of worldwide airports," Journal of Urban Economics, Elsevier, vol. 64(2), pages 422-435, September.
    13. Meihong Ke & Douglas Baker, 2023. "Australian Airports and Local Economic Development," Journal of Urban Technology, Taylor & Francis Journals, vol. 30(1), pages 71-93, January.
    14. Nelson Granados & Alok Gupta & Robert J. Kauffman, 2012. "Online and Offline Demand and Price Elasticities: Evidence from the Air Travel Industry," Information Systems Research, INFORMS, vol. 23(1), pages 164-181, March.
    15. Peng, I-Chin & Lu, Hua-An, 2022. "Coopetition effects among global airline alliances for selected Asian airports," Journal of Air Transport Management, Elsevier, vol. 101(C).
    16. Harris, Richard D. F. & Tzavalis, Elias, 1999. "Inference for unit roots in dynamic panels where the time dimension is fixed," Journal of Econometrics, Elsevier, vol. 91(2), pages 201-226, August.
    17. Zijlstra, Toon, 2020. "A border effect in airport choice: Evidence from Western Europe," Journal of Air Transport Management, Elsevier, vol. 88(C).
    18. Lung-Fei Lee, 2004. "Asymptotic Distributions of Quasi-Maximum Likelihood Estimators for Spatial Autoregressive Models," Econometrica, Econometric Society, vol. 72(6), pages 1899-1925, November.
    19. Merkel, Axel, 2017. "Spatial competition and complementarity in European port regions," Journal of Transport Geography, Elsevier, vol. 61(C), pages 40-47.
    20. Oum, Tae H. & Adler, Nicole & Yu, Chunyan, 2006. "Privatization, Corporatization, Ownership Forms and their Effects on the Performance of the World’s Major Airports," 47th Annual Transportation Research Forum, New York, New York, March 23-25, 2006 208026, Transportation Research Forum.
    21. Gudmundsson, Sveinn & Paleari, Stefano & Redondi, Renato, 2014. "Spillover effects of the development constraints in London Heathrow Airport," Journal of Transport Geography, Elsevier, vol. 35(C), pages 64-74.
    22. Starkie, David, 2002. "Airport regulation and competition," Journal of Air Transport Management, Elsevier, vol. 8(1), pages 63-72.
    23. Francis, Graham & Fidato, Alessandro & Humphreys, Ian, 2003. "Airport–airline interaction: the impact of low-cost carriers on two European airports," Journal of Air Transport Management, Elsevier, vol. 9(4), pages 267-273.
    24. O'Connor, Kevin & Fuellhart, Kurt, 2016. "Airports and regional air transport markets: A new perspective," Journal of Transport Geography, Elsevier, vol. 53(C), pages 78-82.
    25. Gong, Xu & Lin, Boqiang, 2017. "Forecasting the good and bad uncertainties of crude oil prices using a HAR framework," Energy Economics, Elsevier, vol. 67(C), pages 315-327.
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