Stuldreher Ivo V, Maasland Emma, Bottenheft Charelle, van Erp Jan B F, Brouwer Anne-Marie
Human Performance, Netherlands Organisation for Applied Scientific Research (TNO), Soesterberg, Netherlands.
Human Media Interaction, Faculty of Electrical Engineering, Mathematics and Computer Science, University of Twente, Enschede, Netherlands.
Front Neuroergon. 2023 Jun 29;4:1199347. doi: 10.3389/fnrgo.2023.1199347. eCollection 2023.
When multiple individuals are presented with narrative movie or audio clips, their electrodermal activity (EDA) and heart rate show significant similarities. Higher levels of such inter-subject physiological synchrony are related with higher levels of attention toward the narrative, as for instance expressed by more correctly answered questions about the narrative. We here investigate whether physiological synchrony in EDA and heart rate during watching of movie clips predicts performance on a subsequent vigilant attention task among participants exposed to a night of total sleep deprivation.
We recorded EDA and heart rate of 54 participants during a night of total sleep deprivation. Every hour from 22:00 to 07:00 participants watched a 10-min movie clip during which we computed inter-subject physiological synchrony. Afterwards, they answered questions about the movie and performed the psychomotor vigilance task (PVT) to capture attentional performance.
We replicated findings that inter-subject correlations in EDA and heart rate predicted the number of correct answers on questions about the movie clips. Furthermore, we found that inter-subject correlations in EDA, but not in heart rate, predicted PVT performance. Individuals' mean EDA and heart rate also predicted their PVT performance. For EDA, inter-subject correlations explained more variance of PVT performance than individuals' mean EDA.
Together, these findings confirm the association between physiological synchrony and attention. Physiological synchrony in EDA does not only capture the attentional processing during the time that it is determined, but also proves valuable for capturing more general changes in the attentional state of monitored individuals.
当向多个个体展示叙事电影或音频片段时,他们的皮肤电活动(EDA)和心率会表现出显著的相似性。这种更高水平的受试者间生理同步性与对叙事的更高关注度相关,例如通过对叙事问题回答得更正确来体现。我们在此研究,在整夜完全睡眠剥夺的参与者观看电影片段期间,EDA和心率的生理同步性是否能预测其随后在持续注意力任务中的表现。
我们记录了54名参与者在整夜完全睡眠剥夺期间的EDA和心率。从22:00到07:00,参与者每小时观看一个10分钟的电影片段,在此期间我们计算受试者间的生理同步性。之后,他们回答关于电影的问题,并执行心理运动警觉任务(PVT)以获取注意力表现。
我们重复了先前的发现,即EDA和心率的受试者间相关性可预测关于电影片段问题的正确答案数量。此外,我们发现EDA的受试者间相关性可预测PVT表现,而心率的受试者间相关性则不能。个体的平均EDA和心率也可预测他们的PVT表现。对于EDA,受试者间相关性比个体的平均EDA能解释更多PVT表现的方差。
这些发现共同证实了生理同步性与注意力之间的关联。EDA中的生理同步性不仅能反映其被测定时的注意力加工情况,对于捕捉被监测个体注意力状态的更普遍变化也很有价值。