IDEAS home Printed from https://ideas.repec.org/a/eee/jaitra/v125y2025ics0969699725000274.html
   My bibliography  Save this article

Spatial effects of urban economic activities on airports’ passenger throughputs: A case study of thirteen cities and nine airports in the Beijing-Tianjin-Hebei region, China

Author

Listed:
  • Wei, Ming
  • Xiong, Yu
  • Sun, Bo

Abstract

This paper employs spatial econometrics to empirically analyze the possible spatial effects of the economic activities of thirteen cities in the Beijing-Tianjin-Hebei region in China on passenger throughput (PT) and infrastructures of nine airports from 2005 to 2019. In the first step, the global Moran's I index with airport PT or city GDP is calculated to explore their overall spatial dependence. In the second step, a suitable spatial measurement model was determined using the Lagrange multiplier, likelihood ratio, Hausman, and Wald tests to evaluate direct and spillover effects of infrastructures of airports, economic activities of cities as well as spatial weight matrix between airports and cities on airport PT, providing an unambiguous basis for policy formulation and testing. The main findings prove that the urban economic and demographic growth directly influences PTs of the local airport and those in neighboring cities. While positive economic activities in all cities promote PT growth in airports, they are also influenced by other factors, including infrastructure and network layout. Finally, the same economic activities of the airport city and neighboring cities have different impacts on the PT under various spatial distance weights.

Suggested Citation

  • Wei, Ming & Xiong, Yu & Sun, Bo, 2025. "Spatial effects of urban economic activities on airports’ passenger throughputs: A case study of thirteen cities and nine airports in the Beijing-Tianjin-Hebei region, China," Journal of Air Transport Management, Elsevier, vol. 125(C).
  • Handle: RePEc:eee:jaitra:v:125:y:2025:i:c:s0969699725000274
    DOI: 10.1016/j.jairtraman.2025.102765
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0969699725000274
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jairtraman.2025.102765?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Zhang, Anming & Czerny, Achim I., 2012. "Airports and airlines economics and policy: An interpretive review of recent research," Economics of Transportation, Elsevier, vol. 1(1), pages 15-34.
    2. Stanislav Stakhovych & Tammo H.A. Bijmolt, 2009. "Specification of spatial models: A simulation study on weights matrices," Papers in Regional Science, Wiley Blackwell, vol. 88(2), pages 389-408, June.
    3. Jan K. Brueckner, 2003. "Airline Traffic and Urban Economic Development," Urban Studies, Urban Studies Journal Limited, vol. 40(8), pages 1455-1469, July.
    4. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    5. Marco Percoco, 2010. "Airport Activity and Local Development: Evidence from Italy," Urban Studies, Urban Studies Journal Limited, vol. 47(11), pages 2427-2443, October.
    6. Wei, Ming & Zhang, Shaopeng & Liu, Tao & Sun, Bo, 2023. "The adjusted passenger transportation efficiency of nine airports in China with consideration of the impact of high-speed rail network development: A two-step DEA-OLS method," Journal of Air Transport Management, Elsevier, vol. 109(C).
    7. Sheard, Nicholas, 2014. "Airports and urban sectoral employment," Journal of Urban Economics, Elsevier, vol. 80(C), pages 133-152.
    8. Volodymyr Bilotkach, 2015. "Are airports engines of economic development? A dynamic panel data approach," Urban Studies, Urban Studies Journal Limited, vol. 52(9), pages 1577-1593, July.
    9. Chen, Xin & Xuan, Chao & Qiu, Rui, 2021. "Understanding spatial spillover effects of airports on economic development: New evidence from China’s hub airports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 143(C), pages 48-60.
    10. Federico Belotti & Gordon Hughes & Andrea Piano Mortari, 2017. "Spatial panel-data models using Stata," Stata Journal, StataCorp LLC, vol. 17(1), pages 139-180, March.
    11. 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.
    12. Sun, Daniel(Jian) & Ding, Xueqing, 2019. "Spatiotemporal evolution of ridesourcing markets under the new restriction policy: A case study in Shanghai," Transportation Research Part A: Policy and Practice, Elsevier, vol. 130(C), pages 227-239.
    13. Sheard, Nicholas, 2014. "Airports and urban sectoral employment," Journal of Urban Economics, Elsevier, vol. 80(C), pages 133-152.
    14. Fingleton, Bernard & Szumilo, Nikodem, 2019. "Simulating the impact of transport infrastructure investment on wages: A dynamic spatial panel model approach," Regional Science and Urban Economics, Elsevier, vol. 75(C), pages 148-164.
    15. 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.
    16. Blonigen, Bruce A. & Cristea, Anca D., 2015. "Air service and urban growth: Evidence from a quasi-natural policy experiment," Journal of Urban Economics, Elsevier, vol. 86(C), pages 128-146.
    17. Wu, Zhen & Woo, Su-Han & Lai, Po-Lin & Chen, Xiaoyi, 2022. "The economic impact of inland ports on regional development: Evidence from the Yangtze River region," Transport Policy, Elsevier, vol. 127(C), pages 80-91.
    18. Kaniadakis, G., 2001. "Non-linear kinetics underlying generalized statistics," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 296(3), pages 405-425.
    19. Chen, Zhongfei & Barros, Carlos & Yu, Yanni, 2017. "Spatial distribution characteristic of Chinese airports: A spatial cost function approach," Journal of Air Transport Management, Elsevier, vol. 59(C), pages 63-70.
    20. Zhensheng Chen & Xueli Chen & Xiaoqing Gan & Kaixuan Bai & Tomas Baležentis & Lixin Cui, 2020. "Technical Efficiency of Regional Public Hospitals in China Based on the Three-Stage DEA," IJERPH, MDPI, vol. 17(24), pages 1-17, December.
    21. Chi, Junwook & Baek, Jungho, 2013. "Dynamic relationship between air transport demand and economic growth in the United States: A new look," Transport Policy, Elsevier, vol. 29(C), pages 257-260.
    22. Hakim, Md Mahbubul & Merkert, Rico, 2019. "Econometric evidence on the determinants of air transport in South Asian countries," Transport Policy, Elsevier, vol. 83(C), pages 120-126.
    23. Bottasso, Anna & Conti, Maurizio & Ferrari, Claudio & Tei, Alessio, 2014. "Ports and regional development: A spatial analysis on a panel of European regions," Transportation Research Part A: Policy and Practice, Elsevier, vol. 65(C), pages 44-55.
    24. Cohen, Jeffrey P. & Morrison Paul, Catherine J., 2003. "Airport infrastructure spillovers in a network system," Journal of Urban Economics, Elsevier, vol. 54(3), pages 459-473, November.
    25. J. Elhorst, 2010. "Applied Spatial Econometrics: Raising the Bar," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(1), pages 9-28.
    26. Nuri Baltaci & Ozlem Sekmen & Gizem Akbulut, 2015. "The Relationship between Air Transport and Economic Growth in Turkey: Cross-Regional Panel Data Analysis Approach," Journal of Economics and Behavioral Studies, AMH International, vol. 7(1), pages 89-100.
    27. Baltazar, Maria Emília & Silva, Jorge, 2020. "Spanish airports performance and efficiency benchmark. A PESA-AGB study," Journal of Air Transport Management, Elsevier, vol. 89(C).
    28. Uchida, Kumiko & Kato, Hironori & Murakami, Jin & Takeuchi, Wataru, 2024. "Does new airport investment promote urban economic development?: Global evidence from nighttime light data," Transportation Research Part A: Policy and Practice, Elsevier, vol. 180(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Faridoon Khan & Hasnain Iftikhar & Imran Khan & Paulo Canas Rodrigues & Abdulmajeed Atiah Alharbi & Jeza Allohibi, 2025. "A Hybrid Vector Autoregressive Model for Accurate Macroeconomic Forecasting: An Application to the U.S. Economy," Mathematics, MDPI, vol. 13(11), pages 1-16, May.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Chen, Xin & Xuan, Chao & Qiu, Rui, 2021. "Understanding spatial spillover effects of airports on economic development: New evidence from China’s hub airports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 143(C), pages 48-60.
    2. Lenaerts, Bert & Allroggen, Florian & Malina, Robert, 2021. "The economic impact of aviation: A review on the role of market access," Journal of Air Transport Management, Elsevier, vol. 91(C).
    3. Xiaowen Fu & Kan Wai Hong Tsui & Breno Sampaio & David Tan, 2021. "Do airport activities affect regional economies? Regional analysis of New Zealand’s airport system," Regional Studies, Taylor & Francis Journals, vol. 55(4), pages 707-722, April.
    4. Sobieralski, Joseph B., 2021. "Transportation infrastructure and employment: Are all investments created equal?," Research in Transportation Economics, Elsevier, vol. 88(C).
    5. Pot, Felix Johan & Koster, Sierdjan, 2022. "Small airports: Runways to regional economic growth?," Journal of Transport Geography, Elsevier, vol. 98(C).
    6. Bernardo, Valeria & Fageda, Xavier, 2019. "Globalization, long-haul flights and inter-city connections," Economics of Transportation, Elsevier, vol. 19(C), pages 1-1.
    7. Alderighi, Marco & Gaggero, Alberto A., 2017. "Fly and trade: Evidence from the Italian manufacturing industry," Economics of Transportation, Elsevier, vol. 9(C), pages 51-60.
    8. Murakami, Jin & Matsui, Yurika & Kato, Hironori, 2016. "Airport rail links and economic productivity: Evidence from 82 cities with the world’s 100 busiest airports," Transport Policy, Elsevier, vol. 52(C), pages 89-99.
    9. Doerr, Luisa & Dorn, Florian & Gaebler, Stefanie & Potrafke, Niklas, 2020. "How new airport infrastructure promotes tourism: evidence from a synthetic control approach in German regions," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 54(10), pages 1402-1412.
    10. Philipp Breidenbach, 2020. "Ready for take-off? The economic effects of regional airport expansions in Germany," Regional Studies, Taylor & Francis Journals, vol. 54(8), pages 1084-1097, July.
    11. Jiménez, Juan Luis & Valido, Jorge & Pellicer, Alfonso Antonio, 2023. "Evaluating the effect of air transport resident subsidies on non-residents tourists’ expenditure," Journal of Air Transport Management, Elsevier, vol. 106(C).
    12. Talebian, Ahmadreza & Zou, Bo & Hansen, Mark, 2018. "Assessing the impacts of state-supported rail services on local population and employment: A California case study," Transport Policy, Elsevier, vol. 63(C), pages 108-121.
    13. Fageda, Xavier & Jiménez, Juan Luis & Valido, Jorge, 2017. "An empirical evaluation of the effects of European public policies on island airfares," Transportation Research Part A: Policy and Practice, Elsevier, vol. 106(C), pages 288-299.
    14. Hussain, Muhammad Noshab, 2023. "Evaluating the impact of air transportation, railway transportation, and trade openness on inbound and outbound tourism in BRI countries," Journal of Air Transport Management, Elsevier, vol. 106(C).
    15. Carbo, Jose M. & Graham, Daniel J., 2020. "Quantifying the impacts of air transportation on economic productivity: a quasi-experimental causal analysis," Economics of Transportation, Elsevier, vol. 24(C).
    16. Sheard, Nicholas, 2017. "Airport consolidation and the provision of air services," Journal of Air Transport Management, Elsevier, vol. 60(C), pages 31-44.
    17. Tveter, Eivind, 2017. "The effect of airports on regional development: Evidence from the construction of regional airports in Norway," Research in Transportation Economics, Elsevier, vol. 63(C), pages 50-58.
    18. Aguirre, Julio & Mateu, Pedro & Pantoja, Chrissie, 2019. "Granting airport concessions for regional development: Evidence from Peru," Transport Policy, Elsevier, vol. 74(C), pages 138-152.
    19. Laila AitBihiOuali & Jose M. Carbo & Daniel J. Graham, 2020. "Do changes in air transportation affect productivity? A cross‐country panel approach," Regional Science Policy & Practice, Wiley Blackwell, vol. 12(3), pages 493-505, June.
    20. Fageda, Xavier & Gonzalez-Aregall, Marta, 2017. "Do all transport modes impact on industrial employment? Empirical evidence from the Spanish regions," Transport Policy, Elsevier, vol. 55(C), pages 70-78.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jaitra:v:125:y:2025:i:c:s0969699725000274. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/journal-of-air-transport-management/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.