“…With regard to journey characteristics, various (mode-specific) travel time components contribute in explaining mode choice, including waiting time, park search time, congestion delay time, transfer time, in vehicle travel time and access and egress time (Arentze, 2013;Arentze and Molin, 2013;Creemers et al, 2012;Dell'Ollio et al, 2012;Diana, 2010). In addition, various cost components contribute to the mode preference as well: ticket costs, fuel costs, parking costs and costs for Park & Ride were all found to significantly influence modal choice (Arentze, 2013;Arentze and Molin, 2013;Creemers et al, 2012).…”