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Analysing Demand for Suburban Trips: A Mixed RP/SP Model with Latent Variables and Interaction Effects

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  • Raquel Espino
  • Concepción Román
  • Juan Ortúzar

Abstract

We analyse mode choice behaviour for suburban trips in the Grand Canary island using mixed revealed preference (RP)/stated preference (SP) information. The SP choice experiment allowed for interactions among the main policy variables: travel cost, travel time and frequency, and also to test the influence of latent variables such as comfort. It also led to discuss additional requirements on the size and sign of the estimated model parameters, to assess model quality when interactions are present. The RP survey produced data on actual trip behaviour and was used to adapt the SP choice experiment. During the specification searches we detected the presence of income effect and were able to derive willingness-to-pay measures, such as the subjective value of time, which varied among individuals. We also studied the systematic heterogeneity in individual tastes through the specification of models allowing for interactions between level-of-service and socio-economic variables. We concluded examining the sensitivity of travellers’ behaviour to various policy scenarios. In particular, it seems that contrary to political opinion, in a crowded island policies penalising the use of the private car seem to have a far greater impact in terms of bus patronage than policies implying direct improvements to the public transport service. Copyright Springer 2006

Suggested Citation

  • Raquel Espino & Concepción Román & Juan Ortúzar, 2006. "Analysing Demand for Suburban Trips: A Mixed RP/SP Model with Latent Variables and Interaction Effects," Transportation, Springer, vol. 33(3), pages 241-261, May.
    • Handle: RePEc:kap:transp:v:33:y:2006:i:3:p:241-261
    DOI: 10.1007/s11116-005-2299-0
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    Citations

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    Cited by:

    1. Concepcion Roman & Juan Carlos Martin & Raquel Espino, 2011. "Using Stated Preferences (Sp) To Analyze The Service Quality Of Public Transport," ERSA conference papers ersa11p86, European Regional Science Association.
    2. Toşa, Cristian & Sato, Hitomi & Morikawa, Takayuki & Miwa, Tomio, 2018. "Commuting behavior in emerging urban areas: Findings of a revealed-preferences and stated-intentions survey in Cluj-Napoca, Romania," Journal of Transport Geography, Elsevier, vol. 68(C), pages 78-93.
    3. Martín, Juan Carlos & Román, Concepción & Espino, Raquel, 2011. "Evaluating frequent flyer programs from the air passengers' perspective," Journal of Air Transport Management, Elsevier, vol. 17(6), pages 364-368.
    4. Chen, Lin & Yao, Enjian & Yang, Yang & Pan, Long & Liu, ShaSha, 2024. "Understanding passengers' intermodal travel behavior to improve air-rail service: A case study of Beijing-Tianjin-Hebei urban agglomeration," Journal of Air Transport Management, Elsevier, vol. 118(C).
    5. Román, Concepción & Espino, Raquel & Martín, Juan Carlos, 2007. "Competition of high-speed train with air transport: The case of Madrid–Barcelona," Journal of Air Transport Management, Elsevier, vol. 13(5), pages 277-284.
    6. Commins, Nicola & Nolan, Anne, 2011. "The determinants of mode of transport to work in the Greater Dublin Area," Transport Policy, Elsevier, vol. 18(1), pages 259-268, January.
    7. Beeramoole, Prithvi Bhat & Arteaga, Cristian & Pinz, Alban & Haque, Md Mazharul & Paz, Alexander, 2023. "Extensive hypothesis testing for estimation of mixed-Logit models," Journal of choice modelling, Elsevier, vol. 47(C).
    8. Javier Anta & José B. Pérez-López & Ana Martínez-Pardo & Margarita Novales & Alfonso Orro, 2016. "Influence of the weather on mode choice in corridors with time-varying congestion: a mixed data study," Transportation, Springer, vol. 43(2), pages 337-355, March.
    9. Kavta, Kuldeep & Bösehans, Gustav & Bell, Margaret Carol & Liao, Fanchao & Correia, Gonçalo Homem de Almeida & Dissanayake, Dilum, 2024. "Assessing the spatial transferability of mode choice models: A case of shared electric mobility hubs (eHUBS) in Amsterdam and Manchester," Transport Policy, Elsevier, vol. 156(C), pages 101-111.
    10. Rosa Marina González & Concepción Román & Francisco Javier Amador & Luis Ignacio Rizzi & Juan de Dios Ortúzar & Raquel Espino & Juan Carlos Martín & Elisabetta Cherchi, 2018. "Estimating the value of risk reductions for car drivers when pedestrians are involved: a case study in Spain," Transportation, Springer, vol. 45(2), pages 499-521, March.
    11. Concepción Román & Raquel Espino & Juan Martín & Ofelia Betancor & Gustavo Nombela, 2008. "Analyzing Mobility in Peripheral Regions of the European Union: The Case of Canarias-Madeira-Azores," Networks and Spatial Economics, Springer, vol. 8(2), pages 141-160, September.
    12. Espino, Raquel & de Dios Ortúzar, Juan & Román, Concepción, 2007. "Understanding suburban travel demand: Flexible modelling with revealed and stated choice data," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(10), pages 899-912, December.
    13. González, Rosa Marina & Román, Concepción & Ortúzar, Juan de Dios, 2019. "Preferences for sustainable mobility in natural areas: The case of Teide National Park," Journal of Transport Geography, Elsevier, vol. 76(C), pages 42-51.
    14. Bliemer, Michiel C.J. & Rose, John M., 2011. "Experimental design influences on stated choice outputs: An empirical study in air travel choice," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(1), pages 63-79, January.
    15. Rojo, Marta & Gonzalo-Orden, Hernán & dell’Olio, Luigi & Ibeas, Ángel, 2012. "Relationship between service quality and demand for inter-urban buses," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(10), pages 1716-1729.

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