Uncovering taste heterogeneity and non-linearity for urban mode choice using SHAP

European cities are implementing diverse strategies to curtail car usage. Understanding the impact of these policies necessitates insights into mode choice behaviour. However, for conventional discrete choice models, utility specifications must be defined upfront, potentially leading to misleading policy recommendations. This problem is solved...

Modelling mode choice in Dutch urban areas with a focus on the (e-)bike

A Logit Mixture Model Estimating the Heterogeneous Mode Choice Preferences of Shippers Based on Aggregate Data

Understanding the modal split in freight transportation is a key factor for the successful implementation of innovations. Mode choice models should then be as representative of reality as possible. The use of disaggregate shipment data can help to achieve it. However, shipment data are often unavailable due to confidentiality issues. As a result...

Potential for sustainable mode usage amongst car users in mid-sized cities: A case study in The Hague, the Netherlands

Cities are growing worldwide, which leads to an increase in trips in urban areas. In Europe, more than half of the trips are made by car, while car takes most space of all modalities. Of all modalities car has the highest CO2 emissions. Thehigh number of trips by car within cities lead to challenges related to the accessibility, livability, and...

Conceptual development of the logistics chain flow of container transport within the rhine-alpine corridor

The use of containers in the freight transport system has increased dramatically over the years. This is as a result of the interplay between macro-- and microeconomic factors and the liberalization of markets, thereby enhancing the development of international logistics services within transportation systems. The physical distribution of cargo...

Mobility Impacts of Automated Driving and Shared Mobility: Explorative Model and Case Study of the Province of North-Holland

This paper presents a model specifically developed to explore the mobility impacts of connected and automated driving and shared mobility. It is an explorative iterative model that uses an elasticity model for destination choice, a multinomial logit model for mode choice and a network fundamental diagram to assess traffic impacts. To the best...

Exploring the Design of Urban Bike Sharing Systems intended for Commuters in the Netherlands

Ever since the rise of the industrial revolution, one of the greatest challenges for governments relates to the variety of traffic problems that have emerged in urbanized areas (Buchanan, 2015; Headicar, 2015). A vastly growing and promising worldwide spread transport policy is the development of urban bike sharing programmes. These programmes...

Modelling travel time perception in transport mode choices

Travel behaviour models typically rely on data afflicted by errors, in perception (e.g., over/under-estimation by traveller) and measurement (e.g., software or researcher imputation error). Such errors are shown to have a relevant impact on model outputs. So far a comprehensive framework to deal with different types of biases related to travel...

Self-driving vehicles as public transport in Rotterdam

The development of self-driving vehicles is growing rapidly. The goal of this research is to investigate the possibilities of self-driving vehicles as public transport. Based on development, existing projects and existing public transport systems a suitable system of self-driving vehicles as public transport is determined. Rotterdam is used as a...

The same mode again? An exploration of mode choice variability in Great Britain using the National Travel Survey

The main focus of travel behaviour research has been explaining differences in behaviour between individuals (interpersonal variability) with less emphasis given to the variability of behaviour within individuals (intrapersonal variability). The subject of this paper is the variability of transport modes used by individuals in their weekly...

On the generalized cost - demand elasticity of intermodal container transport

Elasticities for freight transport in the context of mode choice are hardly available for markets in which intermodal container transport competes with truck only transport. These elasticities are expected to be different, however, from values found in the literature for traditional freight transport, as trucking is a complement to rail or...

The effect of work-related factors on the bicycle commute mode choice in the Netherlands

Increasing the number of people cycling to work brings a number of benefits: it can lead to reductions in air pollution and traffic jams, and increases people’s physical activity levels. We investigated the extent to which work-related factors influence (1) whether an individual decides to cycle to work, and (2) whether an individual cycles to...

Bicycle Commuting

Cycling is cheaper, healthier and in urban environments often faster than other transport modes. Nevertheless, even at short distances, many individuals do not cycle. This thesis aims to explain why commuters vary in their decision to bicycle. Results indicate that the individual (day-to-day) choice to commute by bicycle is affected by personal...

Bicycle Commuting

Cycling is cheaper, healthier and in urban environments often faster than other transport modes. Nevertheless, even at short distances, many individuals do not cycle. This thesis aims to explain why commuters vary in their decision to bicycle. Results indicate that the individual (day-to-day) choice to commute by bicycle is affected by personal...

Context Dependent Stated Choice Experiments: The Case of Train Egress Mode Choice

Based on the contention that the influence of context on mode choices made in multi-modal trip chains is under-researched, this paper discusses the design and results of a stated choice experiment to estimate the effects of context variables on train egress mode choice: the mode chosen after a train trip in order to reach the final destination....

Inertia in travel choice: The role of risk aversion and learning

This paper contributes to literature by showing how travellers that make normatively rational choices exhibit inertia during a series of risky choices. Our analyses complement other studies that conceive inertia as the result of boundedly rational or even non-deliberate, habitual decision-making. We start by presenting a model of risky travel...

Experienced and expected happiness in transport mode-decision making process