Assessing the physiological effect of non-driving-related task performance and task modality in conditionally automated driving systems: A systematic review and meta-analysis

•Drivers may engage in several non-driving-related tasks during automated driving.•Non-driving-related task performance leads to increased physiological arousal.•The modality of the task appears to have less impact on physiological measures.•Understanding physiological measures will be key to future monitoring technology.