Determinants of ground transport modal choice in long-distance trips in Spain
Pelayo González, José Baños-Pino, Matías Mayor, Patricia Suárez
Abstract
Open-access reader
Pelayo González, José Baños-Pino, Matías Mayor, Patricia Suárez
Abstract
Open-access reader
Information on the profiles of potential users is a major concern for producers and public agencies in every market. In the case of transport economics, modeling modal choice is a fundamental key for policy makers trying to improve the sustainability of transportation systems. However, existing empirical literature has focused on short- distance travel within urban systems. This paper contributes to the limited number of investigations on mode choice in medium- and long-distance travel. We employ data from the 2007 Spanish National Mobility Survey to shed light on how socioeconomic factors and trip attributes affect the selection of a primary mode of transportation. Our results confirm the impact of sociodemographic and land use variables on travel behavior. We have also tested the impact of a trip attribute not extensively used in the existing literature: stay duration. This attribute is found to be significant in explaining mode choice. A multilevel multinomial logit model accounts for spatial heterogeneity by including information about where an individual makes this travel decision.
OpenAlex reports 4 citations for this work. Citation counts describe recorded attention and do not establish research quality.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
Information on the profiles of potential users is a major concern for producers and public agencies in every market. In the case of transport economics, modeling modal choice is a fundamental key for policy makers trying to improve the sustainability of transportation systems. However, existing empirical literature has focused on short- distance travel within urban systems. This paper contributes to the limited number of investigations on mode choice in medium- and long-distance travel. We employ data from the 2007 Spanish National Mobility Survey to shed light on how socioeconomic factors and trip attributes affect the selection of a primary mode of transportation. Our results confirm the impact of sociodemographic and land use variables on travel behavior. We have also tested the impact of a trip attribute not extensively used in the existing literature: stay duration. This attribute is found to be significant in explaining mode choice. A multilevel multinomial logit model accounts for spatial heterogeneity by including information about where an individual makes this travel decision.
Key concepts: Multinomial logistic regression, Mode choice, TRIPS architecture, Modal, Travel behavior, Multinomial probit, Travel survey, Discrete choice