Discrete choice analysis helps understand why people choose certain travel options. Researchers use models to study how individuals make decisions based on factors like cost and comfort. In travel and tourism, these models are used to analyze preferences for different modes of transportation. The goal is to figure out what influences people's choices when it comes to traveling.