The random regret minimization (RRM) approach has been widely used in transport literature, but its application in the Global South is still marginal. In this paper we discuss individual commuting mode choice in the city of São Paulo (Brazil) from the perspective of the RRM modeling approach and its variants found in the literature. We estimated several multinomial logit models (random utility maximization [RUM], classical RRM, [Formula: see text]RRM, and hybrid formulations of RUM-RRM models) and explored regret scale and decision rule heterogeneities using latent class models with specific [Formula: see text] parameters. The results showed that the RRM approach outperformed its RUM counterpart in relation to model fit and suggested that it better captured the mode choice behavior of individuals in the analyzed context. We also found that accounting for heterogeneity in scale and decision rules improved the results of the models, and the specific [Formula: see text] parameters indicated that individuals displayed different regret behavior for travel time and travel cost attributes.


    Zugriff

    Download

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Random Regret Minimization Approach to Commuting Mode Choice in São Paulo, Brazil


    Weitere Titelangaben:

    Transportation Research Record: Journal of the Transportation Research Board


    Beteiligte:


    Erscheinungsdatum :

    05.05.2024




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    A Generalized Random Regret Minimization-Based Commuters’ Mode Choice Model

    Wang, Lixiao / Wang, Xiaoyu / Zuo, Zhi | ASCE | 2018


    A Random Regret-Minimization model of travel choice

    Chorus, Caspar G. | Online Contents | 2008


    Location-Based Route Choice Model under Random Regret Minimization

    Ji, Xiangfeng / Zhang, Jian / Hu, Yongkai et al. | ASCE | 2014



    A Random Regret-Minimization Model of Travel Choice Based on Information

    Liu, X. / Ye, H. / China Communications and Transportation Association; Transportation & Development Institute (American Society of Civil Engineers) | British Library Conference Proceedings | 2009