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Mode choice inertia and shock: Three months of almost fare-free public transport in Germany

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  • Guajardo Ortega, Maria Fernanda
  • Link, Heike

Abstract

This study analyses travellers’ behavioural responses to two temporal measures implemented by the German government: the reduction in public transport prices, making it almost fare-free, and a decrease in fuel taxes to the minimum level permitted by European law. Based on a panel dataset of GPS-tracked trips collected before and during the price intervention from a representative sample of 276 individuals, with 1650 commuter trips per month. We estimate mixed logit models incorporating two temporal effects—inertia and shock—to account for habitual behaviour and capture both interventions' impact. The only travel mode with significant inertia is car, indicating that car drivers are less likely to change their travel mode. While the shock parameter for the fuel price intervention was not significant, we found a significant and positive shock effect for public transport which decreased over time during the policy. Furthermore, elasticities calculated pre- and during the intervention are considerably lower when habitual behaviour is considered. From the existence of inertia effects and low price elasticities, we conclude that the temporary intervention of almost fare-free public transport alone was not sufficient to achieve a modal shift from car to public transport for commuter trips.

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  • Guajardo Ortega, Maria Fernanda & Link, Heike, 2025. "Mode choice inertia and shock: Three months of almost fare-free public transport in Germany," Economics of Transportation, Elsevier, vol. 41(C).
  • Handle: RePEc:eee:ecotra:v:41:y:2025:i:c:s2212012224000418
    DOI: 10.1016/j.ecotra.2024.100382
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    2. Dennis Gaus & Heike Link, 2025. "Travel Patterns after the Deutschlandticket: A Combined Tracking and Survey Approach," Discussion Papers of DIW Berlin 2122, DIW Berlin, German Institute for Economic Research.
    3. Vieira, Renato. S. & Pereira, Rafael H. M. & Emanuel, Lucas & Alves, Pedro Jorge, 2025. "The Effects of Fare-Free Transit on the Travel Behavior of Older Adults," OSF Preprints pywm7_v2, Center for Open Science.

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    More about this item

    Keywords

    Inertia; Shock; Price elasticities; Revealed preference; GPS panel data; Mode choice;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • 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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