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A study on travelers' transport mode choice behavior using the mixed logit model: A case study of the Seoul-Jeju route

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  • Lee, Joon-Kyu
  • Yoo, Kwang-Eui
  • Song, Ki-Han

Abstract

This study is to analyze passengers' choice of the mode of transportation when air transportation is in competition with high speed rail (HSR). The Seoul-Jeju route analyzed as an empirical case study, in which the construction of an undersea tunnel to connect Seoul and Jeju city by HSR has been considered. The study also included two new variables, ‘safety of transportation’ and ‘availability of duty free shopping’ in addition to traditional transport choice variables such as travel time, travel costs and frequency of service to reflect special characteristics of the market. As data gathering tools, SP techniques and mixed logit model, for analytical methodology, were utilized. The authors found that the goodness of fit of the models was improved with new variables. The models also showed that the characteristics of business passengers and leisure passengers in choosing the mode of transportation were different. Business passengers were apt to choose a safety secured mode of transportation regardless of fare while leisure passengers preferred to use duty free shops more than business passengers.

Suggested Citation

  • Lee, Joon-Kyu & Yoo, Kwang-Eui & Song, Ki-Han, 2016. "A study on travelers' transport mode choice behavior using the mixed logit model: A case study of the Seoul-Jeju route," Journal of Air Transport Management, Elsevier, vol. 56(PB), pages 131-137.
    • Handle: RePEc:eee:jaitra:v:56:y:2016:i:pb:p:131-137
    DOI: 10.1016/j.jairtraman.2016.04.020
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    References listed on IDEAS

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    1. Jung, Se-Yeon & Yoo, Kwang-Eui, 2014. "Passenger airline choice behavior for domestic short-haul travel in South Korea," Journal of Air Transport Management, Elsevier, vol. 38(C), pages 43-47.
    2. Fourie, Colette & Lubbe, Berendien, 2006. "Determinants of selection of full-service airlines and low-cost carriers—A note on business travellers in South Africa," Journal of Air Transport Management, Elsevier, vol. 12(2), pages 98-102.
    3. Jou, Rong-Chang & Hensher, David A. & Hsu, Tzu-Lan, 2011. "Airport ground access mode choice behavior after the introduction of a new mode: A case study of Taoyuan International Airport in Taiwan," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 47(3), pages 371-381, May.
    4. Mason, Keith J., 2001. "Marketing low-cost airline services to business travellers," Journal of Air Transport Management, Elsevier, vol. 7(2), pages 103-109.
    5. 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.
    6. Hess, Stephane & Bierlaire, Michel & Polak, John W., 2005. "Estimation of value of travel-time savings using mixed logit models," Transportation Research Part A: Policy and Practice, Elsevier, vol. 39(2-3), pages 221-236.
    7. Park, Yonghwa & Ha, Hun-Koo, 2006. "Analysis of the impact of high-speed railroad service on air transport demand," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 42(2), pages 95-104, March.
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    6. Asep Yayat Nurhidayat & Hera Widyastuti & Sutikno & Dwi Phalita Upahita, 2023. "Research on Passengers’ Preferences and Impact of High-Speed Rail on Air Transport Demand," Sustainability, MDPI, vol. 15(4), pages 1-26, February.
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    9. Jiajia Zhang & Tao Feng & Harry Timmermans & Zhengkui Lin, 2023. "Improved imputation of rule sets in class association rule modeling: application to transportation mode choice," Transportation, Springer, vol. 50(1), pages 63-106, February.
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