Satisfaction with the commute: The role of travel mode choice, built environment and attitudes

•Examines the role of travel mode, built-environment and attitudes on commute satisfaction.•Active travel users have the highest level of commute satisfaction.•Travel attitudes have both direct and indirect effects on commute satisfaction.•The objectively measured built-environment only has indirect effects.•Congestion is strongly associated with poor commute satisfaction.