Traffic congestion in cities like Lisbon is a big problem due to too many cars. Researchers studied people's preferences for new ways to travel, like one-way car rental and shared taxis. They used surveys to figure out what people like best. They found that people care most about travel time and cost. The study showed that mixed logit models are better at understanding these preferences than other models. This information can help city planners make transportation systems better and more sustainable.