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在人类决策过程中,意识如何改变证据的相对权重。

How awareness changes the relative weights of evidence during human decision-making.

机构信息

Donders Institute for Brain, Cognition and Behavior, Radboud University Nijmegen, Nijmegen, the Netherlands.

出版信息

PLoS Biol. 2011 Nov;9(11):e1001203. doi: 10.1371/journal.pbio.1001203. Epub 2011 Nov 22.

Abstract

Human decisions are based on accumulating evidence over time for different options. Here we ask a simple question: How is the accumulation of evidence affected by the level of awareness of the information? We examined the influence of awareness on decision-making using combined behavioral methods and magneto-encephalography (MEG). Participants were required to make decisions by accumulating evidence over a series of visually presented arrow stimuli whose visibility was modulated by masking. Behavioral results showed that participants could accumulate evidence under both high and low visibility. However, a top-down strategic modulation of the flow of incoming evidence was only present for stimuli with high visibility: once enough evidence had been accrued, participants strategically reduced the impact of new incoming stimuli. Also, decision-making speed and confidence were strongly modulated by the strength of the evidence for high-visible but not low-visible evidence, even though direct priming effects were identical for both types of stimuli. Neural recordings revealed that, while initial perceptual processing was independent of visibility, there was stronger top-down amplification for stimuli with high visibility than low visibility. Furthermore, neural markers of evidence accumulation over occipito-parietal cortex showed a strategic bias only for highly visible sensory information, speeding up processing and reducing neural computations related to the decision process. Our results indicate that the level of awareness of information changes decision-making: while accumulation of evidence already exists under low visibility conditions, high visibility allows evidence to be accumulated up to a higher level, leading to important strategical top-down changes in decision-making. Our results therefore suggest a potential role of awareness in deploying flexible strategies for biasing information acquisition in line with one's expectations and goals.

摘要

人类的决策是基于对不同选项的信息随时间积累证据的基础上做出的。在这里,我们提出一个简单的问题:意识信息的水平如何影响证据的积累?我们使用结合行为方法和脑磁图(MEG)来检查意识对决策的影响。要求参与者通过积累一系列视觉呈现的箭头刺激的证据来做出决策,这些刺激的可见度通过掩蔽来调节。行为结果表明,参与者可以在高可见度和低可见度下积累证据。然而,只有在高可见度刺激下,才会出现自上而下的对传入证据流的策略性调节:一旦积累了足够的证据,参与者就会战略性地减少新传入刺激的影响。此外,决策速度和信心受到高可见度证据的强烈调节,但不受低可见度证据的调节,即使这两种类型的刺激的直接启动效应是相同的。神经记录显示,虽然初始感知处理与可见度无关,但高可见度刺激的自上而下放大作用要强于低可见度刺激。此外,枕顶皮层上的证据积累的神经标记仅表现出对高可见度感觉信息的策略性偏差,从而加速处理并减少与决策过程相关的神经计算。我们的结果表明,信息意识水平会改变决策:尽管在低可见度条件下已经存在证据积累,但高可见度允许积累更高水平的证据,从而导致决策过程中重要的自上而下的策略性变化。因此,我们的结果表明,意识在根据预期和目标灵活调整信息获取策略方面可能发挥作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6daa/3222633/8010c3de73fb/pbio.1001203.g001.jpg

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