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Presentation delivered by Nick Herbert at the 5th International Conference on Applied Human Factors and Ergonomics 2014 www.ahfe2014.org www.its.leeds.ac.uk/people/n.herbert
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Institute for Transport StudiesFaculty of Environment
Comparing performance on a number of auditory memory tasks: Implications for how auditory information is perceived in vehicles
Nick HerbertNatasha MeratNick ThyerSarah Isherwood
• Humans have a limited capacity to perform tasks
• Dual-task studies applied in the driving domain
• Auditory & cognitive distractions
Background
• Cognitively engaging auditory tasks affect driving (e.g. Strayer & Johnston, 2001; Strayer et al. 2003)
• E.g. cognitive tunneling, visual tunneling, reduction in visual span (Victor et al. 2005; Wood et al., 2006; Reimer, 2009)
• Greater task difficulty Greater effect
Background
• Cognitive aspect of task is usually manipulated
• Examples: • more difficult sums
(Harbluk et al., 2007)
• storage of more information in memory (Jamson & Merat, 2005)
• manipulation of information e.g. word generation (Strayer & Johnston, 2001)
Background
Background
• It’s difficult hearing sound in the car:• In-car acoustics (rear seat passengers,
noisy cabin, little visual information etc.)
• Sensory loss
• So does the difficulty in perceiving the sound source have an effect on task performance?
• Ease of language understanding model (Ronnberg et al., 2008)
Background
• Do small differences in task difficulty result in significant differences in task performance?
• Young, normally hearing participants (n = 25)
• Asked to perform single tasks
• Accuracy & reaction time
Study 1
• 0-back (Mehler et al., 2009): 3 , 2 , 8 , 1 , 6 , 6 , 9 , 1 , 3 ,
• 2-back: 3 , 2 , 8 , 1 , 6 , 6 , 9 , , 3 , 7
• Digit continuous memory task (Jamson & Merat, 2005; Engström, 2005): 1 , 5 , 1 , 3 , , 4 , , , 3 , 9
• Tone continuous memory task
• Paced auditory serial addition task (Rizzo et al., 2004; Uc et al., 2006): 1 , 4 , 3 , 2 , 1
Tasks
Study 1
0-back Digit CMT Tone CMT PASAT
Digit CMT .083
Tone CMT .004 .013
PASAT < .001 < .001 .657
2-back < .001 < .001 .020 .002
Study 1
0-back Digit CMT Tone CMT PASAT
Digit CMT < .001
Tone CMT < .001 < .001
PASAT < .001 .001 .657
2-back < .001 < .001 .002 .443
Study 2
• Three tasks carried forward:• 0-back
• Digit continuous memory task
• Paced auditory serial addition task
• Applied two levels of hearing loss simulation to the stimuli (Moore & Glasberg, 1993; Baer & Moore, 1993)
• Expected that explicit processing required, thus task performance would decrease
Background
• Young, normally hearing participants (n = 27)
• Asked to perform single tasks
• Accuracy & reaction time
Study 2
Study 2
0-back Digit CMT PASAT
No hearing loss vs mild hearing loss .232 .357 .896
No hearing loss vs moderate hearing loss < .001 .026 < .001
Mild hearing loss vs moderate hearing loss < .001 .043 < .001
Study 2
0-back Digit CMT PASAT
No hearing loss vs mild hearing loss .614 .313 .631
No hearing loss vs moderate hearing loss < .001 < .001 < .001
Mild hearing loss vs moderate hearing loss .002 .010 < .001
Summary
• Small differences in task type chosen can still have an effect on performance
• Need for standardisation/research into this
• Moderate hearing loss has the capacity to make auditory tasks significantly more challenging
• This may have a knock-on effect on driving
Next steps
• Questionnaire study
• Effect of hearing loss on useful field of view
• Dual-task driving simulator study with simulated hearing loss
• Detection response task
Questions?