JIBO HE, JASON S. MCCARLEY 1 Mind Wandering Behind the Wheel 9/12/2015.
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Transcript of JIBO HE, JASON S. MCCARLEY 1 Mind Wandering Behind the Wheel 9/12/2015.
JIBO HE, JASON S. MCCARLEY
1
Mind Wandering Behind the Wheel
04/19/23
Driver distraction/ inattention2
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Secondary-task distraction3
Language production reduces the deviation of lane position. (Brown, Tickner, & Simmonds, 1969)
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Secondary-task distraction4
Word generation task increases pursuit tracking error. (Strayer & Johnson, 2001)
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Secondary-task distraction5
Visual and spatial imaginary task decreases visual inspection window size. (Recarte & Nunes, 2000)
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Mind-wandering is distracting too
Source: Regan, Lee, Young (2008)04/19/23
Mind-wandering is distracting too
Source: Regan, Lee, Young (2008) 04/19/23
7
Mind-wandering is distracting too8
Poor drivers experience more cognitive failures (Larson, Alderton, Neideffer, & Underhill, 1997; Larson & Merritt, 1991)
High risk drivers tend to mind wander (Violanti &
Marshall, 1996)
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What’s mind wandering?9
Attention lapseAbsent-minded lapseSpontaneous cognitive eventDaydreamingStimulus-independent thoughtIntrusive thoughtTask unrelated thoughtSpontaneous thought
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What’s mind wandering?10
A decoupled spontaneous mental stateExecutive attention is directed away from
current task and context (Smallwood & Schooler, 2006; Smallwood, et al., 2008;
Antrobus, et al., 1970)
Focuses on self-relevant concerns (Klinger, 1999, 2009)
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11
Mind Wanders more frequently in practiced task (Teasdale, et al., 1995)
Mind wandering utilizes central executive
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Mind wandering utilizes central executive
12
Mind wanders more frequently under low information presentation rates (Antrobus, 1968)
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Mind wandering utilizes central executive
13
Mind wandering activated the default network region and executive network region (Christoff et al., 2009)
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Mind wandering impairs performance14
Reduced brain activity prior mind wandering (Smallwood, et al, 2008)
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Mind wandering impairs performance15
Mind wandering impairsoSignal detection (Robertson,et al., 1997)
oReading comprehension (Schooler, et al., 2005)
oVigilance (Giambra, 1995)
oMemory (Carriere, et al., 2008)
Driving involves oSignal detectionoVigilance
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Mind wandering impairs performance16
Cognitive distraction impairs drivingo Working memory task (Alm & Nilsson, 1995; Briem & Hedman, 1995)
o Mental arithmetic tasks (McKnight & McKnight, 1993)
o Sentence judgment task (Brown, Tickner, & Simmonds, 1969)
o Word generation task (Strayer & Johnston, 2001)
o Visual and spatial imaginary task (Recarte & Nunes, 2000)
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17
Mind wandering causes longer fixation duration, and more erratic eye scanning patterns (Reichle, Reineberg, & Schooler, 2010)
Mind wandering impairs performance
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Mind wandering impairs driving ?
Source: Regan, Lee, Young (2008)
Research Purpose
Does mind wandering impair driving?
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Experiment Design
2 * 2 Within subject designDriving difficulty: no vs. high windMental state: attentive vs. mind wandering
18 subjects 11 female, 7 maleAge : M= 22, SD = 3.3
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Experiment Design
Self-report of mental state (Smallwood & Schooler, 2006)
“Press the button when you find yourself zoning-out”
Dependent measuresEye movementLateral and longitudinal vehicle control
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High fidelity driving simulator
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(a). Perspective view (b). Orthographic view
Boring and Easy Routes
Kane, Brown, McVay, Silvia, Myin-Germeys, & Kwapil, 200704/19/23
Hypothesis24
Mind wandering frequency
Lateral vehicle controlo Lane position
Longitudinal vehicle controlo Velocityo Coherence analysis
Eye scanning patternso Eye positiono # of mirror checking
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Mind Wandering Frequency25
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Lateral vehicle control26
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Longitudinal vehicle control27
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Longitudinal vehicle control
Coherence analysis of velocity (Brookhuis, Karel , De Waard,
Dick and Mulder, Ben, 1994)
o Coherence coupling
o Phase shift Delay to adapt
o Modulus Response gain
28
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Longitudinal vehicle control29
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Standard deviation of horizontal eye position
30
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# of mirror checking31
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Summary32
Performance changes for mindless drivingo Poorer longitudinal vehicle controlo Shift of lane positiono Reduced visual inspection windowo # of mirror checking
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Mind-wanderingSecondary-task distraction
Poorer car following performance
Shift of lane positionReduced visual
inspection window# of mirror checking
Increased headway distance and decreased speed (Alm &
Nilsson, 1995).
No change (Alm & Nilsson, 1995)
or better lateral vehicle control (Kubose, et al.,
2006)
Narrowing of visual attention
Frequency of mirror checks (Recarte & Nunes, 2000, 2003)
Discussions33
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Mind-wanderingSecondary-task distraction
Intentional compensation
Unconscious compensation ?
Intentional compensation?
Unconscious compensation
Discussions34
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Further study
Research questionso Will mindless driving impair longitudinal vehicle
control (eg. headway distance, velocity etc.) ?o Will performance differ for mind wandering inside vs.
outside of awareness?Methodso Car following paradigm without trailing vehicleo Probe-caught vs. self-caught mind wandering.
35
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Conclusions
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Thank You
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