Human machine interface design for continuous support of mode awareness during automated driving: An online simulation

•A Human Machine Interface (HMI) should support the driver during automated driving.•This work explores support of supervision and self-regulation through HMI design.•Simulated drives with four different HMI designs were presented to participants.•Concurrent think-aloud data and questionnaire data were collected.•Findings highlight potential of anticipatory and automation reliability information.