EEG/ERP as a Measure of Mental Workload in a Simple Piloting Task

Abstract Operating an aircraft is cognitively challenging: pilots have to control the plane and must remain responsive to potential verbal-auditory stimuli (e.g. Air Traffic Control Communication) and auditory alerts (e.g. Terrain Awareness and Warning System). Fifteen participants had to control an aircraft in order to target one of three differently-colored aircrafts displayed on a computer screen. The name of the color (written in black ink) corresponding to the aircraft to target was displayed in the center of the screen. Simultaneously with the onset of the written name of the color, a spoken color name distractor that participants had to ignore was played. This auditory distractor was either congruent (10%, spoken color name matched the written color) or incongruent (10%, spoken color name did not match the written color). The task difficulty varied in terms of working memory load with an n-back-like sub-task. In the low load condition, participants had to target the aircraft corresponding to the currently presented written instruction (n = 0). In the high load condition, participants had to target the aircraft corresponding to the instruction presented two trials before (n = 2). Behavioral analysis showed that increased mental workload provoked a decrease in piloting performance, i.e. participants tended to forget the correct instruction. On the physiological level, EEG/ERP measurements related to instructions showed that increased mental workload was accompanied by lower P3b amplitude. We assume that the lower P3b amplitude reflects the depletion of the cognitive resources allocated to the processing of the instructions. These results suggest that P3b can be a relevant indicator of the openness of the system to sudden and unexpected critical stimuli such as auditory alerts.

[1]  Alan R. Palmer,et al.  Comprar Oxford Handbook of Auditory Science The Ear, The Auditory Brain, Hearing (3 volume pack) | David Moore | 978-0-19-958141-2 | Oxford University Press , 2010 .

[2]  J. Polich Updating P300: An integrative theory of P3a and P3b , 2007, Clinical Neurophysiology.

[3]  C. Spence,et al.  The suppression of reflexive visual and auditory orienting when attention is otherwise engaged. , 2007, Journal of experimental psychology. Human perception and performance.

[4]  Stefan Berti,et al.  Examining task-dependencies of different attentional processes as reflected in the P3a and reorienting negativity components of the human event-related brain potential , 2006, Neuroscience Letters.

[5]  David M. Diamond,et al.  Applications of event-related brain potentials to problems in engineering psychology , 1986 .

[6]  S. Hart,et al.  Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research , 1988 .

[7]  Mickaël Causse,et al.  P300 Event-Related Potential as an Indicator of Inattentional Deafness? , 2015, PloS one.

[8]  S. Berti The role of auditory transient and deviance processing in distraction of task performance: a combined behavioral and event-related brain potential study , 2013, Front. Hum. Neurosci..

[9]  Dylan M. Jones,et al.  Cognitive control of auditory distraction: impact of task difficulty, foreknowledge, and working memory capacity supports duplex-mechanism account. , 2013, Journal of experimental psychology. Human perception and performance.

[10]  C. Spence,et al.  Speech Shadowing While Driving , 2003, Psychological science.

[11]  Nilli Lavie,et al.  Task coordination between and within sensory modalities: Effects on distraction , 2008, Perception & psychophysics.

[12]  N. Lavie Distracted and confused?: Selective attention under load , 2005, Trends in Cognitive Sciences.

[13]  N. Cowan,et al.  The cocktail party phenomenon revisited: attention and memory in the classic selective listening procedure of Cherry (1953). , 1995, Journal of experimental psychology. General.

[14]  Erich Schröger,et al.  Working memory controls involuntary attention switching: evidence from an auditory distraction paradigm , 2003, The European journal of neuroscience.