IDEAS home Printed from https://ideas.repec.org/a/eee/jaitra/v52y2016icp67-79.html
   My bibliography  Save this article

Supply-and-demand models for exploring relationships between smaller airports and neighboring hub airports in the U.S

Author

Listed:
  • Fu, Qian
  • Kim, Amy M.

Abstract

Airport passenger leakage is the phenomenon of air passengers choosing to travel longer distances to access more extensive air services offered by airlines at an out-of-region hub (or, substitute) airport, instead of using their local airports. Airport leakage can cause further reduction in services offered by airlines at a local airport, thereby causing even further leakage, and so on, which can significantly impact an airport's role in the growth of the local economy. This paper explores the geographic and operational attributes of local-and-substitute airport pairs in the United States, explicitly accounting for the interactive feedback relationship between passenger volumes and air service characteristics that contribute to the onset, persistence, and exacerbation of airport passenger leakage. A two-stage least squares regression model of air passenger demand at small- and medium-sized airports is first presented, where local passengers may travel by vehicle to larger, out-of-region hub airports. The results confirm that airfare and passenger volume relationships exist between the local and substitute airport pairs included in the dataset, and that lower airfares at the substitute airport have a greater impact on airport choices made by larger travel groups. They also suggest the existence of positive feedback in that if an airport attracts increasingly smaller passenger numbers with fewer air services and fewer air services with fewer passengers, without external intervention airport leakage impacts may be irreversible and exacerbate over time. A conceptual market share equilibrium analysis is used to illustrate the mechanisms of a direct two-way feedback relationship between passenger volumes at a local airport and air service characteristics at both the local and substitute airports. With data, this quantitative framework can help guide airport planners in further assessing and verifying suspected passenger leakage issues at their airport. The results suggest that without intervention, airport leakage impacts may be difficult to reverse; further exacerbating the trend are technological advancements that make driving cheaper and easier (connected and autonomous vehicles). However, the results can also guide planners in choosing the types and degrees of infrastructure investments and airline incentives that may be used to expand or retain air services to attract passengers.

Suggested Citation

  • Fu, Qian & Kim, Amy M., 2016. "Supply-and-demand models for exploring relationships between smaller airports and neighboring hub airports in the U.S," Journal of Air Transport Management, Elsevier, vol. 52(C), pages 67-79.
  • Handle: RePEc:eee:jaitra:v:52:y:2016:i:c:p:67-79
    DOI: 10.1016/j.jairtraman.2015.12.008
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0969699715300946
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jairtraman.2015.12.008?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Stephane Hess, 2005. "Analysing air-travel choice behaviour in the Greater London area," ERSA conference papers ersa05p736, European Regional Science Association.
    2. Loo, Becky P.Y., 2008. "Passengers’ airport choice within multi-airport regions (MARs): some insights from a stated preference survey at Hong Kong International Airport," Journal of Transport Geography, Elsevier, vol. 16(2), pages 117-125.
    3. Suzuki, Yoshinori & Crum, Michael R. & Audino, Michael J., 2004. "Airport leakage and airline pricing strategy in single-airport regions," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 40(1), pages 19-37, January.
    4. Joanna Stavins, 2001. "Price Discrimination in the Airline Market: The Effect of Market Concentration," The Review of Economics and Statistics, MIT Press, vol. 83(1), pages 200-202, February.
    5. Grubesic, Tony H. & Wei, Fangwu, 2012. "Evaluating the efficiency of the Essential Air Service program in the United States," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(10), pages 1562-1573.
    6. Eric Pels & Peter Nijkamp & Piet Rietveld, 2001. "Airport and Airline Choice in a Multiple Airport Region: An Empirical Analysis for the San Francisco Bay Area," Regional Studies, Taylor & Francis Journals, vol. 35(1), pages 1-9.
    7. de Luca, Stefano, 2012. "Modelling airport choice behaviour for direct flights, connecting flights and different travel plans," Journal of Transport Geography, Elsevier, vol. 22(C), pages 148-163.
    8. Hess, Stephane & Adler, Thomas & Polak, John W., 2007. "Modelling airport and airline choice behaviour with the use of stated preference survey data," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 43(3), pages 221-233, May.
    9. Lijesen, Mark G. & Rietveld, Piet & Nijkamp, Peter, 2001. "Hub premiums in European civil aviation," Transport Policy, Elsevier, vol. 8(3), pages 193-199, July.
    10. Suzuki, Yoshinori, 2007. "Modeling and testing the "two-step" decision process of travelers in airport and airline choices," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 43(1), pages 1-20, January.
    11. Cohas, François J & Belobaba, Peter P & Simpson, Robert W, 1995. "Competitive fare and frequency effects in airport market share modeling," Journal of Air Transport Management, Elsevier, vol. 2(1), pages 33-45.
    12. Pels, Eric & Nijkamp, Peter & Rietveld, Piet, 2003. "Access to and competition between airports: a case study for the San Francisco Bay area," Transportation Research Part A: Policy and Practice, Elsevier, vol. 37(1), pages 71-83, January.
    13. Elwakil, Omar Sherif & Windle, Robert J. & Dresner, Martin E., 2013. "Transborder demand leakage and the US–Canadian air passenger market," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 57(C), pages 45-57.
    14. Chang, Yu-Chun, 2013. "Factors affecting airport access mode choice for elderly air passengers," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 57(C), pages 105-112.
    15. Grubesic, Tony H. & Matisziw, Timothy C., 2011. "A spatial analysis of air transport access and the essential air service program in the United States," Journal of Transport Geography, Elsevier, vol. 19(1), pages 93-105.
    16. Hess, Stephane & Polak, John W., 2005. "Mixed logit modelling of airport choice in multi-airport regions," Journal of Air Transport Management, Elsevier, vol. 11(2), pages 59-68.
    17. Matisziw, T.C. & Grubesic, T.H., 2010. "Evaluating locational accessibility to the US air transportation system," Transportation Research Part A: Policy and Practice, Elsevier, vol. 44(9), pages 710-722, November.
    18. Pitfield, D.E. & Caves, R.E. & Quddus, M.A., 2010. "Airline strategies for aircraft size and airline frequency with changing demand and competition: A simultaneous-equations approach for traffic on the north Atlantic," Journal of Air Transport Management, Elsevier, vol. 16(3), pages 151-158.
    19. Bieger, Thomas & Wittmer, Andreas, 2006. "Air transport and tourism—Perspectives and challenges for destinations, airlines and governments," Journal of Air Transport Management, Elsevier, vol. 12(1), pages 40-46.
    20. Severin Borenstein, 1989. "Hubs and High Fares: Dominance and Market Power in the U.S. Airline Industry," RAND Journal of Economics, The RAND Corporation, vol. 20(3), pages 344-365, Autumn.
    21. Fröhlich, Karsten & Niemeier, Hans-Martin, 2011. "The importance of spatial economics for assessing airport competition," Journal of Air Transport Management, Elsevier, vol. 17(1), pages 44-48.
    22. Lijesen, Mark G. & Nijkamp, Peter & Rietveld, Piet, 2002. "Measuring competition in civil aviation," Journal of Air Transport Management, Elsevier, vol. 8(3), pages 189-197.
    23. Borenstein, Severin & Rose, Nancy L, 1994. "Competition and Price Dispersion in the U.S. Airline Industry," Journal of Political Economy, University of Chicago Press, vol. 102(4), pages 653-683, August.
    24. de Neufville, Richard, 1995. "Management of multi-airport systems," Journal of Air Transport Management, Elsevier, vol. 2(2), pages 99-110.
    25. Detzen, Dominic & Jain, Pankaj K. & Likitapiwat, Tanakorn & Rubin, Rose M., 2012. "The impact of low cost airline entry on competition, network expansion, and stock valuations," Journal of Air Transport Management, Elsevier, vol. 18(1), pages 59-63.
    26. Bazargan, Massoud & Vasigh, Bijan, 2003. "Size versus efficiency: a case study of US commercial airports," Journal of Air Transport Management, Elsevier, vol. 9(3), pages 187-193.
    27. Zhang, Yunlong & Xie, Yuanchang, 2005. "Small community airport choice behavior analysis: A case study of GTR," Journal of Air Transport Management, Elsevier, vol. 11(6), pages 442-447.
    28. Owen R. Phillips & Larry R. Weatherford & Charles F. Mason & Mitch Kunce, 2005. "Passenger Leaks and the Fate of Small Community Air Service," Economic Inquiry, Western Economic Association International, vol. 43(4), pages 785-794, October.
    29. Pels, Eric & Nijkamp, Peter & Rietveld, Piet, 2000. "Airport and Airline Competition for Passengers Departing from a Large Metropolitan Area," Journal of Urban Economics, Elsevier, vol. 48(1), pages 29-45, July.
    30. Douglas W. Caves & Laurits R. Christensen & Michael W. Tretheway, 1984. "Economies of Density versus Economies of Scale: Why Trunk and Local Service Airline Costs Differ," RAND Journal of Economics, The RAND Corporation, vol. 15(4), pages 471-489, Winter.
    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. Gao, Yi, 2020. "Estimating the sensitivity of small airport catchments to competition from larger airports: A case study in Indiana," Journal of Transport Geography, Elsevier, vol. 82(C).
    2. Bergantino, Angela Stefania & Intini, Mario & Volta, Nicola, 2021. "The spatial dimension of competition among airports at the worldwide level: a spatial stochastic frontier analysis," European Journal of Operational Research, Elsevier, vol. 295(1), pages 118-130.
    3. Xiaoqian Sun & Sebastian Wandelt & Mark Hansen, 2020. "Airport Road Access at Planet Scale using Population Grid and Openstreetmap," Networks and Spatial Economics, Springer, vol. 20(1), pages 273-299, March.
    4. Iyer, K. Chandrashekhar & Thomas, Nivea, 2021. "An econometric analysis of domestic air traffic demand in regional airports: Evidence from India," Journal of Air Transport Management, Elsevier, vol. 93(C).
    5. Mehdi Shamohammadi & Yonghwa Park & Jong Hae Choi & Oh Kyoung Kwon, 2022. "Exploring the Performance of International Airports in the Pre- and Post-COVID-19 Era: Evidence from Incheon International Airport," Sustainability, MDPI, vol. 14(7), pages 1-22, April.
    6. 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).
    7. Salesi, Vinolia Kilinaivoni & Kan Tsui, Wai Hong & Fu, Xiaowen & Gilbey, Andrew, 2022. "Stakeholder perceptions of the impacts of aviation subsidies in the South Pacific Region," Journal of Air Transport Management, Elsevier, vol. 103(C).
    8. Kim, Amy M. & Ryerson, Megan S., 2018. "A long drive: Interregional airport passenger “leakage” in the U.S," Tourism Management, Elsevier, vol. 65(C), pages 237-244.
    9. Bergantino, Angela Stefania & Intini, Mario & Volta, Nicola, 2020. "Spatial competition and efficiency: an investigation in the airport sector," The Warwick Economics Research Paper Series (TWERPS) 1287, University of Warwick, Department of Economics.
    10. Ryerson, Megan S. & Kim, Amy M., 2018. "A drive for better air service: How air service imbalances across neighboring regions integrate air and highway demands," Transportation Research Part A: Policy and Practice, Elsevier, vol. 114(PA), pages 237-255.
    11. Li, Max Z. & Ryerson, Megan S., 2019. "Reviewing the DATAS of aviation research data: Diversity, availability, tractability, applicability, and sources," Journal of Air Transport Management, Elsevier, vol. 75(C), pages 111-130.
    12. Ahmed, Sheikh Shahriar & Fountas, Grigorios & Eker, Ugur & Still, Stephen E. & Anastasopoulos, Panagiotis Ch, 2021. "An exploratory empirical analysis of willingness to hire and pay for flying taxis and shared flying car services," Journal of Air Transport Management, Elsevier, vol. 90(C).
    13. Yongha Park & Morton E O’Kelly, 2017. "Exploring accessibility from spatial interaction data: An evaluation of the Essential Air Service (EAS) program in the contiguous US air transport system," Environment and Planning A, , vol. 49(4), pages 930-951, April.
    14. Kim, Amy Miyoung, 2016. "The impacts of changing flight demands and throughput performance on airport delays through the Great Recession," Transportation Research Part A: Policy and Practice, Elsevier, vol. 86(C), pages 19-34.
    15. Leão e Silva, Celso José & de Andrade, Maurício Oliveira & Falcão, Viviane Adriano & da Silva, Carlos Fabricio Assunção, 2022. "The geographical characteristics of subsidized air routes serving as lifelines," Journal of Air Transport Management, Elsevier, vol. 104(C).
    16. 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.
    17. Gaggero, Alberto A. & Piazza, Giovanni, 2021. "Multilayer networks and route entry into the airline industry: Evidence from the U.S. domestic market," Research in Transportation Economics, Elsevier, vol. 90(C).

    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. Kim, Amy M. & Ryerson, Megan S., 2018. "A long drive: Interregional airport passenger “leakage” in the U.S," Tourism Management, Elsevier, vol. 65(C), pages 237-244.
    2. Teixeira, Filipe Marques & Derudder, Ben, 2021. "Spatio-temporal dynamics in airport catchment areas: The case of the New York Multi Airport Region," Journal of Transport Geography, Elsevier, vol. 90(C).
    3. de Luca, Stefano, 2012. "Modelling airport choice behaviour for direct flights, connecting flights and different travel plans," Journal of Transport Geography, Elsevier, vol. 22(C), pages 148-163.
    4. Escobari, Diego, 2017. "Airport, airline and departure time choice and substitution patterns: An empirical analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 103(C), pages 198-210.
    5. Paliska, Dejan & Drobne, Samo & Borruso, Giuseppe & Gardina, Massimo & Fabjan, Daša, 2016. "Passengers' airport choice and airports' catchment area analysis in cross-border Upper Adriatic multi-airport region," Journal of Air Transport Management, Elsevier, vol. 57(C), pages 143-154.
    6. Ryerson, Megan S. & Kim, Amy M., 2018. "A drive for better air service: How air service imbalances across neighboring regions integrate air and highway demands," Transportation Research Part A: Policy and Practice, Elsevier, vol. 114(PA), pages 237-255.
    7. Cho, Woohyun & Windle, Robert J. & Dresner, Martin E., 2015. "The impact of low-cost carriers on airport choice in the US: A case study of the Washington–Baltimore region," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 81(C), pages 141-157.
    8. Fuellhart, Kurt & O’Connor, Kevin & Woltemade, Christopher, 2013. "Route-level passenger variation within three multi-airport regions in the USA," Journal of Transport Geography, Elsevier, vol. 31(C), pages 171-180.
    9. Li, Zhi-Chun & Tu, Ningwen & Fu, Xiaowen & Sheng, Dian, 2022. "Modeling the effects of airline and high-speed rail cooperation on multi-airport systems: The implications on congestion, competition and social welfare," Transportation Research Part B: Methodological, Elsevier, vol. 155(C), pages 448-478.
    10. Yang, Chih-Wen & Lu, Jin-Long & Hsu, Chun-Yen, 2014. "Modeling joint airport and route choice behavior for international and metropolitan airports," Journal of Air Transport Management, Elsevier, vol. 39(C), pages 89-95.
    11. Allroggen, Florian & Wittman, Michael D. & Malina, Robert, 2015. "How air transport connects the world – A new metric of air connectivity and its evolution between 1990 and 2012," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 80(C), pages 184-201.
    12. Wei, Fangwu & Grubesic, Tony H., 2015. "The dehubbing Cincinnati/Northern Kentucky International Airport (CVG): A spatiotemporal panorama," Journal of Transport Geography, Elsevier, vol. 49(C), pages 85-98.
    13. Wei, Fangwu & Grubesic, Tony H., 2016. "The pain persists: Exploring the spatiotemporal trends in air fares and itinerary pricing in the United States, 2002–2013," Journal of Air Transport Management, Elsevier, vol. 57(C), pages 107-121.
    14. Lieshout, Rogier, 2012. "Measuring the size of an airport’s catchment area," Journal of Transport Geography, Elsevier, vol. 25(C), pages 27-34.
    15. Loo, Becky P.Y., 2008. "Passengers’ airport choice within multi-airport regions (MARs): some insights from a stated preference survey at Hong Kong International Airport," Journal of Transport Geography, Elsevier, vol. 16(2), pages 117-125.
    16. Marcucci, Edoardo & Gatta, Valerio, 2011. "Regional airport choice: Consumer behaviour and policy implications," Journal of Transport Geography, Elsevier, vol. 19(1), pages 70-84.
    17. Evangelinos, Christos & Staub, Nelly & Marcucci, Edoardo & Gatta, Valerio, 2021. "The impact of airport parking fees on the tourist's airport/airline choice behavior," Journal of Air Transport Management, Elsevier, vol. 90(C).
    18. Usami, Munekatsu & Manabe, Masashi & Kimura, Shin, 2017. "Airport choice and flight connectivity among domestic and international passengers – Empirical analysis using passenger movement survey data in Japan," Journal of Air Transport Management, Elsevier, vol. 58(C), pages 15-20.
    19. Ishii, Jun & Jun, Sunyoung & Van Dender, Kurt, 2009. "Air travel choices in multi-airport markets," Journal of Urban Economics, Elsevier, vol. 65(2), pages 216-227, March.
    20. Wang, Zi-Jia & Jia, Hui-Hui & Dai, Fangzhou & Diao, Mi, 2022. "Understanding the ground access and airport choice behavior of air passengers using transit payment transaction data," Transport Policy, Elsevier, vol. 127(C), pages 179-190.

    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:52:y:2016:i:c:p:67-79. 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.