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The impact of the cost-of-living crisis on travel choices: The case of Scotland

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  • Fountas, Grigorios
  • Fonzone, Achille
  • Olowosegun, Adebola

Abstract

This study aims to identify the impact of the cost-of-living crisis on travel choices of Scottish residents. Specifically, we examine possible changes in two dimensions of travel behavior: (i) mode choice; and (ii) number of trips. Using recent data (N = 2705) from the Public Attitudes Survey (PAS) of Transport Scotland, extensive statistical modeling was conducted in order to identify which population segments are more likely to change their travel mode and reduce the number of trips they make in response to the ongoing crisis. To control for possible unobserved heterogeneity effects that may underpin these two behavioural dimensions, the Bivariate Ordered Probit (BOP) framework was employed enabling the joint modeling of these two dimensions. The survey data showed that 26.1% of the respondents changed their typical mode of travel as a means to save money, and almost 28% of the respondents have exhibited a propensity to reduce their number of trips due to rising travel costs. The results of the BOP model showed that low-income households and ethnic minorities are among the most severely affected population segments, as they are more likely to change their travel mode and reduce their amount of travel. Women, people with health issues or disabilities, millennials, and residents in rural areas of Scotland also show evidence of behavioral change in light of the cost-of-living crisis. The findings of this study highlight major inequalities in transport accessibility, which will continue to deepen and result in higher levels of transport poverty, as the cost-of-living crisis unfolds, and appropriate remedial measures are not taken by legislative and governmental Authorities.

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  • Fountas, Grigorios & Fonzone, Achille & Olowosegun, Adebola, 2025. "The impact of the cost-of-living crisis on travel choices: The case of Scotland," Research in Transportation Economics, Elsevier, vol. 110(C).
  • Handle: RePEc:eee:retrec:v:110:y:2025:i:c:s0739885925000204
    DOI: 10.1016/j.retrec.2025.101537
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    1. Bhat, Chandra R. & Eluru, Naveen, 2009. "A copula-based approach to accommodate residential self-selection effects in travel behavior modeling," Transportation Research Part B: Methodological, Elsevier, vol. 43(7), pages 749-765, August.
    2. Alessandro Portoghese & Erika Spissu & Chandra Bhat & Naveen Eluru & Italo Meloni, 2011. "A Copula-Based Joint Model Of Commute Mode Choice And Number Of Non-Work Stops During The Commute," Articles, International Journal of Transport Economics, vol. 38(3).
    3. George N. Botzoris, 2020. "Economic Crisis and its Impact on Sustainable Urban Transport," International Journal of Economics and Financial Issues, Econjournals, vol. 10(1), pages 33-41.
    4. Cadima, Catarina & Silva, Cecília & Pinho, Paulo, 2020. "Changing student mobility behaviour under financial crisis: Lessons from a case study in the Oporto University," Journal of Transport Geography, Elsevier, vol. 87(C).
    5. Papagiannakis, Apostolos & Baraklianos, Ioannis & Spyridonidou, Alexia, 2018. "Urban travel behaviour and household income in times of economic crisis: Challenges and perspectives for sustainable mobility," Transport Policy, Elsevier, vol. 65(C), pages 51-60.
    6. Ward, Chandra & Walsh, Darrell, 2023. "“I just don't go nowhere:” How transportation disadvantage reinforces social exclusion," Journal of Transport Geography, Elsevier, vol. 110(C).
    7. Downey, Lucy & Fonzone, Achille & Fountas, Grigorios & Semple, Torran, 2022. "The impact of COVID-19 on future public transport use in Scotland," Transportation Research Part A: Policy and Practice, Elsevier, vol. 163(C), pages 338-352.
    8. Wardman, Mark, 2022. "Meta-analysis of price elasticities of travel demand in great britain: Update and extension," Transportation Research Part A: Policy and Practice, Elsevier, vol. 158(C), pages 1-18.
    9. Ulfarsson, Gudmundur F. & Steinbrenner, Anne & Valsson, Trausti & Kim, Sungyop, 2015. "Urban household travel behavior in a time of economic crisis: Changes in trip making and transit importance," Journal of Transport Geography, Elsevier, vol. 49(C), pages 68-75.
    10. Lucas, Karen, 2012. "Transport and social exclusion: Where are we now?," Transport Policy, Elsevier, vol. 20(C), pages 105-113.
    11. Bakker, Jan David & Datta, Nikhil & Davies, Richard & De Lyon, Josh, 2023. "Brexit and consumer food prices," The Warwick Economics Research Paper Series (TWERPS) 1461, University of Warwick, Department of Economics.
    12. Jessica Berg & Jonas Ihlström, 2019. "The Importance of Public Transport for Mobility and Everyday Activities among Rural Residents," Social Sciences, MDPI, vol. 8(2), pages 1-13, February.
    13. Despoina Tsavdari & Vasileia Klimi & Georgios Georgiadis & Grigorios Fountas & Socrates Basbas, 2022. "The Anticipated Use of Public Transport in the Post-Pandemic Era: Insights from an Academic Community in Thessaloniki, Greece," Social Sciences, MDPI, vol. 11(9), pages 1-23, September.
    14. Apostolos Papagiannakis & Ioannis Baraklianos & Alexia Spyridonidou, 2018. "Urban travel behaviour and household income in times of economic crisis: Challenges and perspectives for sustainable mobility," Post-Print halshs-01672816, HAL.
    15. Burguillo, Mercedes & Romero-Jordán, Desiderio & Sanz-Sanz, José Félix, 2017. "The new public transport pricing in Madrid Metropolitan Area: A welfare analysis," Research in Transportation Economics, Elsevier, vol. 62(C), pages 25-36.
    16. Jan David Bakker & Nikhil Datta & Richard Davies & Josh De Lyon, 2023. "Brexit and consumer food prices: May 2023 update," CEP Brexit Analysis Papers 18, Centre for Economic Performance, LSE.
    Full references (including those not matched with items on IDEAS)

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    JEL classification:

    • R41 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Transportation: Demand, Supply, and Congestion; Travel Time; Safety and Accidents; Transportation Noise

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