• Dedicated smartphone app survey gave important insights into PT travel behaviour.
• Trip lengths, frequencies and transfers comparable to traditional travel survey.
• Trip purpose, scheduled headway, trip duration and access mode strongest determinants for first waiting time.
• Passengers adapted first waiting times to schedule rather than actual (realised) headways.
Exploring waiting times in public transport through a semi-automated dedicated smartphone app survey