TY - JOUR PY - 2024// TI - Multiscale entropy in a 10-minute vigilance task JO - International journal of psychophysiology A1 - Rhodes, L. Jack A1 - Borghetti, Lorraine A1 - Morris, Megan B. SP - ePub EP - ePub VL - ePub IS - ePub N2 - Research has shown multiscale entropy, brain signal behavior across time scales, to reliably increase at lower time scales with time-on-task fatigue. However, multiscale entropy has not been examined in short vigilance tasks (i.e., ≤ 10 min). Addressing this gap, we examine multiscale entropy during a 10-minute Psychomotor Vigilance Test (PVT). Thirty-four participants provided neural data while completing the PVT. We compared the first 2 min of the task to the 7th and 8th minutes to avoid end-spurt effects.

RESULTS suggested increased multiscale entropy at lower time scales later compared to earlier in the task, suggesting multiscale entropy is a strong marker of time-on-task fatigue onset during short vigils. Separate analyses for Fast and Slow performers reveal differential entropy patterns, particularly over visual cortices. Here, observed brain-behavior linkage between entropy and reaction time for slow performers suggests that entropy assays over sensory cortices might have predictive value for fatigue onset or shifts from on- to off-task states.

Language: en

LA - en SN - 0167-8760 UR - http://dx.doi.org/10.1016/j.ijpsycho.2024.112323 ID - ref1 ER -