Department of Psychology, University of Toronto, Toronto, Canada.
School of Psychology, University of Dundee, UK.
Neuroimage. 2018 May 15;172:838-852. doi: 10.1016/j.neuroimage.2017.10.055. Epub 2017 Oct 28.
Many everyday choices are based on personal, subjective preferences. When choosing between two options, we often feel conflicted, especially when trading off costs and benefits occurring at different times (e.g., saving for later versus spending now). Although previous work has investigated the neurophysiological basis of conflict during inhibitory control tasks, less is known about subjective conflict resulting from competing subjective preferences. In this pre-registered study, we investigated subjective conflict during intertemporal choice, whereby participants chose between smaller immediate versus larger delayed rewards (e.g., $15 today vs. $22 in 30 days). We used economic modeling to parametrically vary eleven different levels of conflict, and recorded EEG data and pupil dilation. Midfrontal theta power, derived from EEG, correlated with pupil responses, and our results suggest that these signals track different gradations of subjective conflict. Unexpectedly, both signals were also maximally enhanced when decisions were surprisingly easy. Therefore, these signals may track events requiring increased attention and adaptive shifts in behavioral responses, with subjective conflict being only one type of such event. Our results suggest that the neural systems underlying midfrontal theta and pupil responses interact when weighing costs and benefits during intertemporal choice. Thus, understanding these interactions might elucidate how individuals resolve self-control conflicts.
许多日常选择都是基于个人的、主观的偏好。当在两个选项之间进行选择时,我们常常会感到矛盾,尤其是在权衡不同时间发生的成本和收益(例如,现在储蓄与以后消费)时。尽管之前的研究已经调查了抑制控制任务中冲突的神经生理学基础,但对于由竞争的主观偏好引起的主观冲突知之甚少。在这项预先注册的研究中,我们调查了跨期选择中的主观冲突,参与者在较小的即时奖励和较大的延迟奖励之间做出选择(例如,今天 15 美元与 30 天后 22 美元)。我们使用经济模型来参数化十种不同程度的冲突,并记录 EEG 数据和瞳孔扩张。从中提取的额中线 theta 功率与瞳孔反应相关,我们的结果表明这些信号跟踪不同程度的主观冲突。出乎意料的是,当决策出人意料地容易时,这两个信号也被最大程度地增强了。因此,这些信号可能会跟踪需要增加注意力和行为反应适应性转变的事件,而主观冲突只是此类事件之一。我们的结果表明,在跨期选择中权衡成本和收益时,额中线 theta 和瞳孔反应的神经系统相互作用。因此,了解这些相互作用可能有助于阐明个体如何解决自我控制冲突。