App-based automatic collection of travel behaviour: A field study comparison with self-reported behaviour

•Travel behaviour measured by survey and by automated app simultaneously.•More registered activity by app than survey for all modes except public transport.•App-survey differences vary with modes and level of aggregation.•Concordance for modes registered varies between 61 and 87.8 %.•Active modes diverge more for weekly than for one-day data.