Driver influence on vehicle trajectory prediction

•A timely and accurate prediction of vehicle trajectory is crucial for active safety systems.•Limited investigations have been conducted to identify the impact of driver behaviour on trajectory prediction performance.•A trajectory prediction model trained with naturalistic data to analyse prediction error based on driver behaviour.•Prediction error significantly increases in scenarios where the driver engages in risky behaviour.•Traffic density and secondary tasks are the most influential factors in prediction accuracy.