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Modelling parking choices considering user heterogeneity

Author

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  • Ibeas, A.
  • dell’Olio, L.
  • Bordagaray, M.
  • Ortúzar, J. de D.

Abstract

We examine car driver’s behaviour when choosing a parking place; the alternatives available are free on-street parking, paid on-street parking and parking in an underground multi-storey car park. A mixed logit model, allowing for correlation between random taste parameters and estimated using stated choice data, is used to infer values of time, both when looking for a parking space and for accessing the final destination. Apart from the cost of parking, we found that vehicle age was a key variable when choosing where to park in Spain. We also found that the perception of the parking charge was fairly heterogeneous, depending both on the drivers’ income levels and whether or not they were local residents. Our results can be generalised for personalised policy making related with parking demand management.

Suggested Citation

  • Ibeas, A. & dell’Olio, L. & Bordagaray, M. & Ortúzar, J. de D., 2014. "Modelling parking choices considering user heterogeneity," Transportation Research Part A: Policy and Practice, Elsevier, vol. 70(C), pages 41-49.
    • Handle: RePEc:eee:transa:v:70:y:2014:i:c:p:41-49
    DOI: 10.1016/j.tra.2014.10.001
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    Cited by:

    1. Edward C. H. Tang, 2021. "Speculate a lot," Pacific Economic Review, Wiley Blackwell, vol. 26(1), pages 91-109, February.
    2. José Javier Soto Martínez & Luis Gabriel Márquez Díaz & Luis Fernando Macea Mercado, 2018. "Preferencias sobre alternativas de estacionamiento en Cartagena: ¿cuánto están dispuestos a pagar los conductores?," Documentos de Trabajo 018327, Universidad Tecnológica de Bolívar.
    3. Marcucci, Edoardo & Gatta, Valerio & Scaccia, Luisa, 2015. "Urban freight, parking and pricing policies: An evaluation from a transport providers’ perspective," Transportation Research Part A: Policy and Practice, Elsevier, vol. 74(C), pages 239-249.
    4. Wang, Hao & Li, Ruimin & Wang, Xiaokun (Cara) & Shang, Pan, 2020. "Effect of on-street parking pricing policies on parking characteristics: A case study of Nanning," Transportation Research Part A: Policy and Practice, Elsevier, vol. 137(C), pages 65-78.
    5. Xiao, Jun & Lou, Yingyan & Frisby, Joshua, 2018. "How likely am I to find parking? – A practical model-based framework for predicting parking availability," Transportation Research Part B: Methodological, Elsevier, vol. 112(C), pages 19-39.
    6. Phuc Hai Hoang & Shengchuan Zhao & Siv Eng Houn, 2019. "Motorcycle Drivers’ Parking Lot Choice Behaviors in Developing Countries: Analysis to Identify Influence Factors," Sustainability, MDPI, vol. 11(9), pages 1-15, April.
    7. Parmar, Janak & Saiyed, Gulnazbanu & Dave, Sanjaykumar, 2023. "Analysis of taste heterogeneity in commuters’ travel decisions using joint parking– and mode–choice model: A case from urban India," Transportation Research Part A: Policy and Practice, Elsevier, vol. 170(C).
    8. Antolín, Gonzalo & Ibeas, Ángel & Alonso, Borja & dell'Olio, Luigi, 2018. "Modelling parking behaviour considering users heterogeneities," Transport Policy, Elsevier, vol. 67(C), pages 23-30.
    9. Gonzalo Antolín & Borja Alonso & Rubén Cordera & Luigi dell’Olio, 2019. "The Effect of Introducing Parking Policies on Managing Mobility to Beaches in Touristic Coastal Towns," Sustainability, MDPI, vol. 11(13), pages 1-13, June.
    10. Zhang, Rong & Zhu, Lichao, 2016. "Curbside parking pricing in a city centre using a threshold," Transport Policy, Elsevier, vol. 52(C), pages 16-27.
    11. Pacheco Paneque, Meritxell & Bierlaire, Michel & Gendron, Bernard & Sharif Azadeh, Shadi, 2021. "Integrating advanced discrete choice models in mixed integer linear optimization," Transportation Research Part B: Methodological, Elsevier, vol. 146(C), pages 26-49.
    12. José Javier Soto Martínez & Luis Gabriel Márquez Díaz & Luis Fernando Macea Mercado, 2018. "Preferencias sobre alternativas de estacionamiento en Cartagena: ¿cuánto están dispuestos a pagar los conductores?," Documentos de Trabajo 018277, Universidad Tecnológica de Bolívar.
    13. Soto, Jose J. & Márquez, Luis & Macea, Luis F., 2018. "Accounting for attitudes on parking choice: An integrated choice and latent variable approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 111(C), pages 65-77.
    14. Jun Li & Sifan Wu & Xiaoman Feng, 2021. "Optimization of On-Street Parking Charges Based on Price Elasticity of the Expected Perceived Parking Cost," Sustainability, MDPI, vol. 13(10), pages 1-13, May.
    15. Chaniotakis, Emmanouil & Pel, Adam J., 2015. "Drivers’ parking location choice under uncertain parking availability and search times: A stated preference experiment," Transportation Research Part A: Policy and Practice, Elsevier, vol. 82(C), pages 228-239.
    16. Scheiner, Joachim & Faust, Nico & Helmer, Johannes & Straub, Michael & Holz-Rau, Christian, 2020. "What's that garage for? Private parking and on-street parking in a high-density urban residential neighbourhood," Journal of Transport Geography, Elsevier, vol. 85(C).
    17. Khordagui, Nagwa, 2019. "Parking prices and the decision to drive to work: Evidence from California," Transportation Research Part A: Policy and Practice, Elsevier, vol. 130(C), pages 479-495.
    18. Tian, Zhihui & Feng, Tao & Yao, Baozhen & Hu, Yan & Zhang, Jing, 2023. "Where to park an autonomous vehicle? Results of a stated choice experiment," Transportation Research Part A: Policy and Practice, Elsevier, vol. 175(C).
    19. Budnitz, Hannah & Meelen, Toon & Schwanen, Tim, 2022. "Residential Neighbourhood Charging of Electric Vehicles: an exploration of user preferences," SocArXiv fsv7n, Center for Open Science.
    20. Zhou, Xizhen & Lv, Mengqi & Ji, Yanjie & Zhang, Shuichao & Liu, Yong, 2023. "Pricing curb parking: Differentiated parking fees or cash rewards?," Transport Policy, Elsevier, vol. 142(C), pages 46-58.
    21. Janak Parmar & Gulnazbanu Saiyed & Sanjaykumar Dave, 2021. "Analysis of taste heterogeneity in commuters travel decisions using joint parking and mode choice model: A case from urban India," Papers 2109.01045, arXiv.org, revised Oct 2023.
    22. José Javier Soto Martínez & Luis Gabriel Márquez Díaz & Luis Fernando Macea Mercado, 2018. "Preferencias sobre alternativas de estacionamiento en Cartagena: ¿Cuánto están dispuestos a pagar los conductores?," Revista Economía y Región, Universidad Tecnológica de Bolívar, vol. 12(2), pages 163-180, December.
    23. Yifei Cai & Jun Chen & Chu Zhang & Bin Wang, 2018. "A Parking Space Allocation Method to Make a Shared Parking Strategy for Appertaining Parking Lots of Public Buildings," Sustainability, MDPI, vol. 11(1), pages 1-20, December.

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