IDEAS home Printed from https://ideas.repec.org/a/eee/trapol/v179y2026ics0967070x25005311.html

A survey to measure cognitive biases in mobility choices and responses to urban policy

Author

Listed:
  • Adam, Carole

Abstract

Recent urban policies are trying to encourage soft mobility, yet observations show an inertia or a slow evolution: people tend to still stick to the individual car despite policies inciting them to switch to other modes. We suggest that this can be explained by cognitive biases influencing the perceptions of the different mobility modes. In this paper, we describe a survey about the perceptions of 4 mobility modes (car, bus, bicycle, walking) and the preferences of users for 6 modal choice factors. This survey has gathered 650 answers in 2023, that are published as open data. In this study, we analyse these answers to highlight the influence of 3 cognitive biases on mobility decisions: halo bias, choice-supportive bias, and reactance. Our results support the hypothesis that cognitive biases are a plausible explanation to the (lack of) response to urban policies. Our biased decision model and collected data can serve several purposes. It can be used to initialise a virtual population with realistic attributes, and simulate their mobility decisions in reaction to various urban policies. The decision model can also be implemented in interactive simulators to illustrate the impact of cognitive biases on decisions. Work is also ongoing to design a simulation-based serious game where the player takes the role of an urban manager faced with planning choices to make their city more sustainable.

Suggested Citation

  • Adam, Carole, 2026. "A survey to measure cognitive biases in mobility choices and responses to urban policy," Transport Policy, Elsevier, vol. 179(C).
  • Handle: RePEc:eee:trapol:v:179:y:2026:i:c:s0967070x25005311
    DOI: 10.1016/j.tranpol.2025.103988
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0967070X25005311
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.tranpol.2025.103988?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Aïna Chalabaev & Sonia Chardonnel & Helene Bouscasse Newinger & Sarah Duché & Sandrine Isoard-Gatheur & Sandrine Mathy & Estelle Ployon & Rémy Slama & Anna Risch & Kamila Tabaka & Carole Treibich, 2018. "Les apports de la littérature et des analyses préalables pour définir une intervention visant un report modal durable," Post-Print hal-02786517, HAL.
    2. Brette, Olivier & Buhler, Thomas & Lazaric, Nathalie & Marechal, Kevin, 2014. "Reconsidering the nature and effects of habits in urban transportation behavior," Journal of Institutional Economics, Cambridge University Press, vol. 10(3), pages 399-426, September.
    3. Betsch, Tilmann & Haberstroh, Susanne & Glockner, Andreas & Haar, Thomas & Fiedler, Klaus, 2001. "The Effects of Routine Strength on Adaptation and Information Search in Recurrent Decision Making," Organizational Behavior and Human Decision Processes, Elsevier, vol. 84(1), pages 23-53, January.
    4. Owain James & J I Swiderski & John Hicks & Denis Teoman & Ralph Buehler, 2019. "Pedestrians and E-Scooters: An Initial Look at E-Scooter Parking and Perceptions by Riders and Non-Riders," Sustainability, MDPI, vol. 11(20), pages 1-13, October.
    5. Scorrano, Mariangela & Danielis, Romeo, 2021. "Active mobility in an Italian city: Mode choice determinants and attitudes before and during the Covid-19 emergency," Research in Transportation Economics, Elsevier, vol. 86(C).
    6. Innocenti, Alessandro & Lattarulo, Patrizia & Pazienza, Maria Grazia, 2013. "Car stickiness: Heuristics and biases in travel choice," Transport Policy, Elsevier, vol. 25(C), pages 158-168.
    7. Sebastian Bamberg & Daniel Rölle & Christoph Weber, 2003. "Does habitual car use not lead to more resistance to change of travel mode?," Transportation, Springer, vol. 30(1), pages 97-108, February.
    Full references (including those not matched with items on IDEAS)

    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. Liu, Xue & Ma, Shoufeng & Tian, Junfang & Jia, Ning & Li, Geng, 2015. "A system dynamics approach to scenario analysis for urban passenger transport energy consumption and CO2 emissions: A case study of Beijing," Energy Policy, Elsevier, vol. 85(C), pages 253-270.
    2. Dacko, Scott G. & Spalteholz, Carolin, 2014. "Upgrading the city: Enabling intermodal travel behaviour," Technological Forecasting and Social Change, Elsevier, vol. 89(C), pages 222-235.
    3. Veronika Harantová & Ambróz Hájnik & Alica Kalašová & Tomasz Figlus, 2022. "The Effect of the COVID-19 Pandemic on Traffic Flow Characteristics, Emissions Production and Fuel Consumption at a Selected Intersection in Slovakia," Energies, MDPI, vol. 15(6), pages 1-21, March.
    4. de Palma, André & Vosough, Shaghayegh & Liao, Feixiong, 2022. "An overview of effects of COVID-19 on mobility and lifestyle: 18 months since the outbreak," Transportation Research Part A: Policy and Practice, Elsevier, vol. 159(C), pages 372-397.
    5. Cao, Zhejing & Zhang, Xiaohu & Chua, Kelman & Yu, Honghai & Zhao, Jinhua, 2021. "E-scooter sharing to serve short-distance transit trips: A Singapore case," Transportation Research Part A: Policy and Practice, Elsevier, vol. 147(C), pages 177-196.
    6. Scheiner, Joachim & Holz-Rau, Christian, 2013. "A comprehensive study of life course, cohort, and period effects on changes in travel mode use," Transportation Research Part A: Policy and Practice, Elsevier, vol. 47(C), pages 167-181.
    7. Peter S. Riefer & Bradley C. Love, 2015. "Unfazed by Both the Bull and Bear: Strategic Exploration in Dynamic Environments," Games, MDPI, vol. 6(3), pages 1-11, August.
    8. Redman, Lauren & Friman, Margareta & Gärling, Tommy & Hartig, Terry, 2013. "Quality attributes of public transport that attract car users: A research review," Transport Policy, Elsevier, vol. 25(C), pages 119-127.
    9. Alexandra König & Laura Gebhardt & Kerstin Stark & Julia Schuppan, 2022. "A Multi-Perspective Assessment of the Introduction of E-Scooter Sharing in Germany," Sustainability, MDPI, vol. 14(5), pages 1-16, February.
    10. Buys, Laurie & Miller, Evonne, 2011. "Conceptualising convenience: Transportation practices and perceptions of inner-urban high density residents in Brisbane, Australia," Transport Policy, Elsevier, vol. 18(1), pages 289-297, January.
    11. Kevin Maréchal, 2018. "Recasting the understanding of habits for behaviour-oriented policies in transportation," ULB Institutional Repository 2013/270475, ULB -- Universite Libre de Bruxelles.
    12. Borsati, Mattia & Nocera, Silvio & Percoco, Marco, 2022. "Questioning the spatial association between the initial spread of COVID-19 and transit usage in Italy," Research in Transportation Economics, Elsevier, vol. 95(C).
    13. Draženko Glavić & Ana Trpković & Marina Milenković & Sreten Jevremović, 2021. "The E-Scooter Potential to Change Urban Mobility—Belgrade Case Study," Sustainability, MDPI, vol. 13(11), pages 1-29, May.
    14. Donna, Javier D., 2018. "Measuring Long-Run Price Elasticities in Urban Travel Demand," MPRA Paper 90059, University Library of Munich, Germany.
    15. Chang, Hsin-Li & Wu, Shun-Cheng, 2008. "Exploring the vehicle dependence behind mode choice: Evidence of motorcycle dependence in Taipei," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(2), pages 307-320, February.
    16. Tiziana Campisi & Anastasios Skoufas & Alexandros Kaltsidis & Socrates Basbas, 2021. "Gender Equality and E-Scooters: Mind the Gap! A Statistical Analysis of the Sicily Region, Italy," Social Sciences, MDPI, vol. 10(10), pages 1-24, October.
    17. Xiao Han & Yun Yu & Bin Jia & Zi‐You Gao & Rui Jiang & H. Michael Zhang, 2021. "Coordination Behavior in Mode Choice: Laboratory Study of Equilibrium Transformation and Selection," Production and Operations Management, Production and Operations Management Society, vol. 30(10), pages 3635-3656, October.
    18. Betsch, Tilmann & Haberstroh, Susanne & Molter, Beate & Glockner, Andreas, 2004. "Oops, I did it again--relapse errors in routinized decision making," Organizational Behavior and Human Decision Processes, Elsevier, vol. 93(1), pages 62-74, January.
    19. Lattarulo, Patrizia & Masucci, Valentino & Pazienza, Maria Grazia, 2019. "Resistance to change: Car use and routines," Transport Policy, Elsevier, vol. 74(C), pages 63-72.
    20. Cavalli, Laura & Boeri, Chiara, "undated". "Carbon Neutral Lifestyles and NDCs: Advice and Policy Perspectives," FEEM Working Papers 334237, Fondazione Eni Enrico Mattei (FEEM).

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    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:trapol:v:179:y:2026:i:c:s0967070x25005311. 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.elsevier.com/wps/find/journaldescription.cws_home/30473/description#description .

    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.