RT info:eu-repo/semantics/conferenceObject
T1 Understanding the user characteristics for substituting trips by teleworking and online shopping
A1 López Soler, Juan Ramón
A1 Christidis, Panayotis
A1 Vassallo Magro, José Manuel
K1 Big Data
K1 Teletrabajo
K1 Teleworking
K1 Compras online
K1 Online shopping
K1 Ingeniería civil
K1 Civil engineering
K1 Transporte
K1 Transportation
AB This paper explores the user profile, spatial aspects, and mobility patterns affecting theadoption of teleworking and shopping online as a replacement for the working and shoppingtrip. The study is based on an EU-wide survey on mobility patterns and preferences with26.500 respondents. The questionnaire combined socio-economic, mobility behaviour andthe use of ICT in mobility-related issues, as well as teleworking and online shopping.The methodology used combines classical statistical inferences and a classification MachineLearning (ML) algorithm to find the most important factors affecting the typology of theusers adopting these tools.The results suggest that while the new consumption patterns are high on average, the newworking arrangements still have a margin to improve. Furthermore, there are significantdifferences among countries and between different socio-economic profiles. Onlineshopping was already prevalent, but teleworking was still limited (given that the survey wasconducted in 2018, i.e., before the COVID-19 pandemic).The findings of this work can be useful for the analysis of policies to encourage the uptakeof new technologies in transport and mobility. Also, they can be a good reference point forfuture studies on the ex-post analysis of the impacts of the pandemic on mobility.
PB Universidad de Burgos. Servicio de Publicaciones e Imagen Institucional
SN 978-84-18465-12-3
YR 2021
FD 2021-07
LK http://hdl.handle.net/10259/6865
UL http://hdl.handle.net/10259/6865
LA eng
NO Trabajo presentado en: R-Evolucionando el transporte, XIV Congreso de Ingeniería del Transporte (CIT 2021), realizado en modalidad online los días 6, 7 y 8 de julio de 2021, organizado por la Universidad de Burgos
NO This research was carried out with the collaboration of the Joint Research Centre of the European Commission within the framework of the Doctoral Collaboration Agreement No. 35364.
DS Repositorio Institucional de la Universidad de Burgos
RD 11-may-2024