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The Feedback-Related Negativity and the P300 Brain Potential Are Sensitive to Price Expectation Violations in a Virtual Shopping Task

机译:反馈相关的负性和P300脑电势对虚拟购物任务中违反价格预期的行为敏感

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摘要

A large body of evidence shows that buying behaviour is strongly determined by consumers’ price expectations and the extent to which real prices violate these expectations. Despite the importance of this phenomenon, little is known regarding its neural mechanisms. Here we show that two patterns of electrical brain activity known to index prediction errors–the Feedback-Related Negativity (FRN) and the feedback-related P300 –were sensitive to price offers that were cheaper than participants’ expectations. In addition, we also found that FRN amplitude time-locked to price offers predicted whether a product would be subsequently purchased or not, and further analyses suggest that this result was driven by the sensitivity of the FRN to positive price expectation violations. This finding strongly suggests that ensembles of neurons coding positive prediction errors play a critical role in real-life consumer behaviour. Further, these findings indicate that theoretical models based on the notion of prediction error, such as the Reinforcement Learning Theory, can provide a neurobiologically grounded account of consumer behavior.
机译:大量证据表明,购买行为在很大程度上取决于消费者的价格预期以及实际价格违反这些预期的程度。尽管这种现象很重要,但对其神经机制知之甚少。在这里,我们显示了两种可预测索引错误的脑电活动模式-反馈相关的负性(FRN)和与反馈相关的P300-对报价的敏感性高于参与者的期望。此外,我们还发现,固定在价格报价上的FRN幅度可以预测是否会随后购买产品,进一步的分析表明,这一结果是由于FRN对正价格预期违规的敏感性所驱动。这一发现强烈表明,编码阳性预测错误的神经元群在现实的消费者行为中起着至关重要的作用。此外,这些发现表明,基于预测错误概念的理论模型(例如强化学习理论)可以为消费者行为提供基于神经生物学的解释。

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