The role of psychological factors on the choice of different driving controls: On manual, partial, and highly automated controls

•Investigate the role of psychological factors on different driving controls.•Up to 55% of people prefer highly automated control.•Driving control is a pre-planned process that can be influenced by habit as well.•Driving habits have a stronger effect on shaping driving control.•Those who welcome the new technologies prefer highly automated control.