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Modeling and testing the "two-step" decision process of travelers in airport and airline choices

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  • Suzuki, Yoshinori

Abstract

This paper develops and estimates a nested logit model of airport-airline choice that incorporates the "two-step" decision process of air travelers. The model assumes that a traveler first eliminates certain choice alternatives that do not satisfy his/her minimum acceptable standards (first step), and then chooses the utility-maximizing alternative from the set of screened choice alternatives (second step). The model is calibrated by using the survey data collected in the USA (central Iowa). The results imply that the "two-step" choice model may fit the observed data significantly better than the conventional "one-step" choice models.

Suggested Citation

  • 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.
    • Handle: RePEc:eee:transe:v:43:y:2007:i:1:p:1-20
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    Cited by:

    1. Rosales-Tristancho, Abel & Brey, Raúl & Carazo, Ana F. & Brey, J. Javier, 2022. "Analysis of the barriers to the adoption of zero-emission vehicles in Spain," Transportation Research Part A: Policy and Practice, Elsevier, vol. 158(C), pages 19-43.
    2. Gelhausen, Marc C. & Berster, Peter & Wilken, Dieter, 2018. "A new direct demand model of long-term forecasting air passengers and air transport movements at German airports," Journal of Air Transport Management, Elsevier, vol. 71(C), pages 140-152.
    3. Ki-Han Song & Solsaem Choi, 2020. "A Study on the Behavioral Change of Passengers on Sustainable Air Transport after COVID-19," Sustainability, MDPI, vol. 12(21), pages 1-18, November.
    4. 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.
    5. Cho, Woohyun & Windle, Robert J. & Dresner, Martin E., 2017. "The impact of operational exposure and value-of-time on customer choice: Evidence from the airline industry," Transportation Research Part A: Policy and Practice, Elsevier, vol. 103(C), pages 455-471.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. Freund-Feinstein, Uzi & Bekhor, Shlomo, 2017. "An airline itinerary choice model that includes the option to delay the decision," Transportation Research Part A: Policy and Practice, Elsevier, vol. 96(C), pages 64-78.
    11. Cho, Woohyun & Dresner, Martin E., 2018. "The impact of a baggage fee waiver on airline choice: Evidence from the Washington-Baltimore region," Transportation Research Part A: Policy and Practice, Elsevier, vol. 112(C), pages 4-17.
    12. Nijolė Batarlienė & Neringa Slavinskaitė, 2023. "Assessment of Factors Determining Airline Consumer Loyalty: Case Study in Lithuania," Sustainability, MDPI, vol. 15(2), pages 1-15, January.
    13. 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.
    14. 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.
    15. 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.
    16. Dolnicar, Sara & Grabler, Klaus & Grün, Bettina & Kulnig, Anna, 2011. "Key drivers of airline loyalty," Tourism Management, Elsevier, vol. 32(5), pages 1020-1026.
    17. Vlachos, Ilias & Lin, Zhibin, 2014. "Drivers of airline loyalty: Evidence from the business travelers in China," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 71(C), pages 1-17.
    18. Christiaan Behrens & Eric Pels, 2009. "Intermodal Competition in The London-Paris Passenger Market: High-Speed Rail and Air Transport," Tinbergen Institute Discussion Papers 09-051/3, Tinbergen Institute.
    19. Ripoll-Zarraga, Ane Elixabete & Raya, Josep Maria, 2020. "Tourism indicators and airports' technical efficiency," Annals of Tourism Research, Elsevier, vol. 80(C).
    20. Sismanidou, Athina & Tarradellas, Joan & Bel, Germà & Fageda, Xavier, 2013. "Estimating potential long-haul air passenger traffic in national networks containing two or more dominant cities," Journal of Transport Geography, Elsevier, vol. 26(C), pages 108-116.
    21. Yirgu, Kaleab Woldeyohannes & Kim, Amy M., 2024. "Airport choices and resulting catchments in the U.S. Midwest," Journal of Transport Geography, Elsevier, vol. 114(C).
    22. 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.
    23. Zijlstra, Toon, 2020. "A border effect in airport choice: Evidence from Western Europe," Journal of Air Transport Management, Elsevier, vol. 88(C).
    24. 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).

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