Department of Psychology and Center for Integrative and Cognitive Neuroscience, Vanderbilt University, Nashville, Tennessee 37235,
Learning Institute, King Mongkut's University of Technology Thonburi, Bangkok, 10140, Thailand.
J Neurosci. 2018 Oct 3;38(40):8635-8649. doi: 10.1523/JNEUROSCI.0440-18.2018. Epub 2018 Aug 24.
Decision-making becomes slower when more choices are available. Existing models attribute this slowing to poor sensory processing, to attenuated rates of sensory evidence accumulation, or to increases in the amount of evidence required before committing to a decision (a higher decision threshold). However, studies have not isolated the effects of having more choices on sensory and decision-related processes from changes in task difficulty and divided attention. Here, we controlled task difficulty while independently manipulating the distribution of attention and the number of choices available to male and female human observers. We used EEG to measure steady-state visually evoked potentials (SSVEPs) and a frontal late positive deflection (LPD), EEG markers of sensory and postsensory decision-related processes, respectively. We found that dividing attention decreased SSVEP and LPD amplitudes, consistent with dampened sensory responses and slower rates of evidence accumulation, respectively. In contrast, having more choices did not alter SSVEP amplitude and led to a larger LPD. These results suggest that having more options largely spares early sensory processing and slows down decision-making via a selective increase in decision thresholds. When more choices are available, decision-making becomes slower. We tested whether this phenomenon is due to poor sensory processing, to reduced rates of evidence accumulation, or to increases in the amount of evidence required before committing to a decision (a higher decision threshold). We measured choice modulations of sensory and decision-related neural responses using EEG. We also minimized potential confounds from changes in the distribution of attention and task difficulty, which often covary with having more choices. Dividing attention reduced the activity levels of both sensory and decision-related responses. However, having more choices did not change sensory processing and led to larger decision-related responses. These results suggest that having more choices spares sensory processing and selectively increases decision thresholds.
当可选择的选项增加时,决策速度会变慢。现有的模型将这种变慢归因于较差的感觉处理能力、感觉证据积累率的减弱,或者在做出决策(更高的决策阈值)之前需要增加证据量。然而,这些研究并未将更多选择对感觉和决策相关过程的影响与任务难度和注意力分散的变化分离开来。在这里,我们在独立控制注意力分布和可提供的选择数量的同时,控制了任务难度,分别为男性和女性人类观察者。我们使用 EEG 测量稳态视觉诱发电位(SSVEP)和额部晚期正成分(LPD),分别作为感觉和感觉后决策相关过程的 EEG 标志物。我们发现,注意力分散会降低 SSVEP 和 LPD 的幅度,这分别与感觉反应减弱和证据积累速度减慢相一致。相比之下,更多的选择并没有改变 SSVEP 的幅度,反而导致 LPD 增大。这些结果表明,更多的选择在很大程度上节省了早期的感觉处理,并通过选择性地增加决策阈值来减缓决策速度。当有更多选择时,决策速度会变慢。我们测试了这种现象是由于感觉处理能力差、证据积累率降低,还是由于在做出决策(更高的决策阈值)之前需要增加所需的证据量。我们使用 EEG 测量了感觉和决策相关神经反应的选择调制。我们还最大限度地减少了注意力分布和任务难度变化带来的潜在混淆,这些变化往往与更多选择相关。注意力分散会降低感觉和决策相关反应的活动水平。然而,更多的选择并没有改变感觉处理能力,反而导致了更大的决策相关反应。这些结果表明,更多的选择节省了感觉处理能力,并选择性地增加了决策阈值。