The influence of panel effects and inertia on travel cost elasticities for car use and public transport
Document Type
Journal Article
Publication Date
2022
Subject Area
place - europe, ridership - behaviour, ridership - mode choice, ridership - modelling
Keywords
Inertia effects, Hybrid choice modelling, Longitudinal data, Mobility Panel Netherlands
Abstract
Studies on the impact of changes in travel costs on car and public transport use are typically based on cross-sectional travel survey data or time series analysis and do not capture intrapersonal variation in travel patterns, which can result in biased cost elasticities. This paper examines the influence of panel effects and inertia in travel behaviour on travel cost sensitiveness, based on four waves of the Mobility Panel for the Netherlands (comprising around 90,000 trips). This paper analyses the monetary costs of travel. Panel effects reflect (within wave) intrapersonal variations in mode choice, based on three-day trip diary data available for each wave. The impact of intrapersonal variation on cost sensitiveness is shown by comparing mode choice models with panel effects (mixed logit mode choice models with error components) and without panel effects (multinomial logit models). Inertia represents variability in mode choice between waves, measured as the effect of mode choice decisions made in a previous wave on the decisions made in the current wave. Additionally, all mode choice models include socio-economic and spatial variables but also mode preferences and life events. The effect of inertia on travel cost elasticities is measured by estimating mixed logit mode choice models with and without inertia effects. The main conclusion is that the inclusion of intrapersonal effects tends to increase cost sensitiveness whereas the inclusion of inertia effects decreases travel cost sensitiveness for car and public transport modes. Car users are identified as inert travellers, whereas public transport users show a lower tendency to maintain their usual mode choice. This paper reveals the inertia effects over four waves of repeated respondent’s data repeated yearly.
Rights
Permission to publish the abstract has been given by SpringerLink, copyright remains with them.
Recommended Citation
La Paix, L., Oakil, A.T., Hofman, F.,& Geurs, K. (2022). The influence of panel effects and inertia on travel cost elasticities for car use and public transport. Transportation Vol. 49, pp. 989–1016.
