measuring cognitive distraction in the vehicle
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Measuring Cognitive Distraction in the Vehicle. David Strayer University of Utah. Multitasking and Driver Distraction. “ Any man who can drive safely while kissing a pretty girl is simply not giving the kiss the attention it deserves. ” -- Albert Einstein. - PowerPoint PPT PresentationTRANSCRIPT
Measuring Cognitive
Distraction in the Vehicle
David StrayerUniversity of Utah
Multitasking and Driver DistractionMultitasking and Driver Distraction
“Any man who can drive safely while kissing a pretty girl is simply not giving the kiss the attention it deserves.”
-- Albert Einstein
FACT: People cannot successfully perform two attention-demanding tasks simultaneously without declines in performance on one or both tasks
The Driver Distraction TriadThe Driver Distraction Triad
Manual
Visual CognitiveHigh
Low
Moderate
Eyes off the Road
Hands off the Wheel
Mind off the Drive
An Example of Cognitive DistractionAn Example of Cognitive Distraction
Observational StudyObservational Study(Intersection Study – 56K Drivers)(Intersection Study – 56K Drivers)
Traffic Violations 26.5% Cell Phone Usage 10.2% OR: 2.21 (95% CI 2.09 to 2.33)
Cell Phone No Phone
Failed to Stop 2416 12567 14983
Stopped Appropriately
3332 38294 41626
5748 50861 56609
Basketball Counting TaBasketball Counting Tasksk
Report the pass count for team in white
Inattention-Blindness Inattention-Blindness
• Test for evidence of cell-phone induced inattention blindness
• High-fidelity driving simulator• Hands-free cell phone• Naturalistic conversation with confederate• Eye tracker
• Two phases to the study:• Phase 1: Single & dual-task driving• Phase 2: Recognition memory tests for
objects encountered while driving
Recognition Memory Given Fixation Recognition Memory Given Fixation
Encoding or Retrieval Deficits?Encoding or Retrieval Deficits?
• Encoding deficits• Reduced attention to perceptual inputs• Clear implications for traffic safety
• Retrieval deficits• Failure to retrieve prior episodes• Less clear implications for traffic safety
• Event-related brain potentials recorded to traffic brake lights• Single-task• Dual-task
Traffic-related Brain Activity Traffic-related Brain Activity Elicited by Brake Lights Elicited by Brake Lights
Time (Msec)
-200 0 200 400 600 800 1000 1200
Am
plit
ude V
Single TaskDual Task
Brake
Cognitive Distraction: Inattention BlindnessCognitive Distraction: Inattention Blindness
Successful Navigation to Rest Successful Navigation to Rest StopStop
Cell-Phone ConversationCell-Phone Conversation
Passenger ConversationPassenger Conversation
Are We Reaching a Tipping Point?Are We Reaching a Tipping Point?
Benchmarking Cognitive DistractionBenchmarking Cognitive Distraction
► How do we quantify cognitive sources of distraction?
► How can we use this information to inform public policy?
Benchmarking Cognitive DistractionBenchmarking Cognitive Distraction
• Sources of Driver Distraction• Baseline driving ★• Radio
• Book on tape
• Passenger conversation
• Hand-held phone conversation
• Hands-free conversation
• Voice messaging / e-mail (speech to text & text to speech)
• OSPAN task (memory/math task) ★★★★★
• Driving Simulator• On-Road Vehicle
A New Metric for Cognitive DistractionA New Metric for Cognitive Distraction
• Driving Simulator Measures• Brake RT• Following Distance• Brain Measures (ERPs to brake lights)• NASA TLX (mental workload)• Detection-Response Task (new ISO standard)
• RT to green light (20/80)• Miss rate • ERPs to green light
• On-Road Vehicle• NASA TLX (mental workload)• Brain Measures (ERPs to brake lights)• Detection-Response Task (new ISO standard)
• RT to green light (20/80)• Miss rate • ERPs to green light
The Detection-Reaction Time (DRT) taskThe Detection-Reaction Time (DRT) task
• The DRT Task• New ISO Standard
• 20% Green Targets• 80% Red Distractors• RT to Targets• Missed Targets• ERPs to Targets
Target Light
Microswitch
A New Metric for Cognitive DistractionA New Metric for Cognitive Distraction(DRT Reaction Time)(DRT Reaction Time)
A New Metric for Cognitive DistractionA New Metric for Cognitive Distraction(DRT Miss Rate)(DRT Miss Rate)
A 5-Star Rating SystemA 5-Star Rating System for Cognitive Distraction for Cognitive Distraction
Summary and ConclusionsSummary and Conclusions
• Three sources of Driver Distraction• Visual
• Manual
• Cognitive
• Cognitive Distraction• Inattention blindness
• Impaired recognition memory, suppressed ERPs
• Impaired visual scanning (tunnel vision)
Applied Cognition LaboratoryApplied Cognition Laboratory