The subject of this PhD thesis is transport economics. The thesis concerns the modeling and application of transport-related choice data, in particular data from choice experiments, and contributes on the field of specifying utility function in travel mode choice and estimating and applying willingness-to-pay (WTP) measures and user benefits for economic appraisal. The thesis consists of four self-contained essays and an introduction