TY - JOUR
T1 - Has the COVID-19 pandemic affected travellers’ willingness to wait with real-time crowding information?
AU - Drabicki, Arkadiusz
AU - Cats, Oded
AU - Kucharski, Rafał
PY - 2025
Y1 - 2025
N2 - Travel preferences in public transport (PT) have been substantially affected by the COVID-19 crisis, with rising emphasis on on-board safety and comfort aspects. Hence, real-time crowding information (RTCI) might have become even more instrumental in supporting travel decisions in congested urban PT systems. This study investigates the willingness to wait (WTW) to reduce (or avoid) overcrowding with RTCI in urban PT (bus and tram) journeys, analysing pre- vs. post-COVID travel behaviour attitudes. Stated-preference data and (subsequently estimated) choice models indicate that, while the pre-COVID WTW was primarily driven by mere possibility to avoid an overcrowded first departure, the post-COVID propensity to wait is strongly associated with expectations of seat availability in second departure as well. The ex-post WTW with RTCI seems to have become less-dependent on individual characteristics and more prominent for time-critical (obligatory) trips as well. Our findings underpin the rising relevance of passenger overcrowding in urban PT journeys. Moreover, they help better understand the potential of RTCI in post-pandemic recovery of PT ridership.
AB - Travel preferences in public transport (PT) have been substantially affected by the COVID-19 crisis, with rising emphasis on on-board safety and comfort aspects. Hence, real-time crowding information (RTCI) might have become even more instrumental in supporting travel decisions in congested urban PT systems. This study investigates the willingness to wait (WTW) to reduce (or avoid) overcrowding with RTCI in urban PT (bus and tram) journeys, analysing pre- vs. post-COVID travel behaviour attitudes. Stated-preference data and (subsequently estimated) choice models indicate that, while the pre-COVID WTW was primarily driven by mere possibility to avoid an overcrowded first departure, the post-COVID propensity to wait is strongly associated with expectations of seat availability in second departure as well. The ex-post WTW with RTCI seems to have become less-dependent on individual characteristics and more prominent for time-critical (obligatory) trips as well. Our findings underpin the rising relevance of passenger overcrowding in urban PT journeys. Moreover, they help better understand the potential of RTCI in post-pandemic recovery of PT ridership.
KW - COVID-19
KW - Discrete choice modelling
KW - Passenger crowding
KW - Public transport
KW - Real-time crowding information
KW - RTCI
KW - Willingness to wait
UR - http://www.scopus.com/inward/record.url?scp=85202800934&partnerID=8YFLogxK
U2 - 10.1016/j.tbs.2024.100895
DO - 10.1016/j.tbs.2024.100895
M3 - Article
AN - SCOPUS:85202800934
SN - 2214-367X
VL - 38
JO - Travel Behaviour and Society
JF - Travel Behaviour and Society
M1 - 100895
ER -