Eye Tracking research Application: driving Gemma Briggs What eye movements tell us…and what they don’t They tell us… • areas of interest • number of fixations for a given time • scan patterns and hot spots, etc. They don’t tell us… • What information the viewer is extracting upon fixation • What is happening in the brain whilst the person is viewing a scene • If perception has occurred Distraction and eye movements • Increased cognitive workload leads to changes in visual scanning patterns. • Tunnelled vision • Task demands can dictate visual behaviour • Individuals may be unaware of such changes • People can look but not see (LBFS errors) Driving research • How does visual behaviour alter when dual tasking? • Do different types of secondary tasks affect eye movements differently? • What elements of the secondary task are most distracting? • How do we allocate out attention? • Can we learn to moderate behaviour? Imagery experiment • View films from driver’s perspective. Some contained hazards (central or peripheral), some didn’t. Participant had to react when they saw a hazard • Half also completed a secondary, concurrent, imagery task via hands free telephone. • Eye movements measured - scan patterns (position of hazard) - Variance of fixations in given time frame - Areas of interest • Reaction times for hazards • Number of hazards reacted to Results • Controls detected significantly more hazards than dual taskers (DT). • For those hazards they detected, DTs took significantly longer to react than controls. • For all central hazards, DTs took significantly longer to react than controls • No sig difference in RTs between controls and DTs for peripheral hazards……but that’s because the DTs didn’t perceive them! Results • DTs made significantly more LBFS errors than controls Mean # LBFS errors made 3 2.5 2 1.5 1 0.5 0 Control Condition DT Results • Significant difference in variance of fixations between controls and DTs: controls increased eye movements when a central hazard was presented , DTs decreased their eye movements. • Controls showed wider range of fixations. • DTs demonstrated visual tunnelling Representative examples Undistracted Dual tasking Things to consider • You get a LOT of data from eye tracking! • Need a good sample size • Data collection can take a long time…but it’s worth it • Need really clear research questions from the outset • You won’t need a lot of the data you collect! • Think carefully about how you will analyse your data • Be careful about the conclusions your draw Thank you!