Mobility behavior cannot be adequately represented by revealed preferences.

Non-standard preferences, beliefs and decision processes are relevant for mobility.

Transport infrastructures have an influence on the formation of travel preferences.

Classifying behavior allows structuring the option space for low-carbon policies.

Preference satisfaction and raising subjective well-being imply different policies.