Enhanced Bottom-Up and Reduced Top-Down fMRI Activity Is Related to Long-Lasting Nonreinforced Behavioral Change

Rotem Botvinik-Nezer, Tom Salomon, T. Schonberg
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引用次数: 11

Abstract

Abstract Behavioral change studies and interventions focus on self-control and external reinforcements to influence preferences. Cue-approach training (CAT) has been shown to induce preference changes lasting months by merely associating items with neutral cues and speeded responses. We utilized this paradigm to study neural representation of preferences and their modification without external reinforcements. We scanned 36 participants with fMRI during a novel passive viewing task before, after and 30 days following CAT. We preregistered the predictions that activity in memory, top-down attention, and value-processing regions will underlie preference modification. While most theories associate preferences with prefrontal regions, we found that “bottom-up” perceptual mechanisms were associated with immediate change, whereas reduced “top-down” parietal activity was related to long-term change. Activity in value-related prefrontal regions was enhanced immediately after CAT for trained items and 1 month after for all items. Our findings suggest a novel neural mechanism of preference representation and modification. We suggest that nonreinforced change of preferences occurs initially in perceptual representation of items, putatively leading to long-term changes in “top-down” processes. These findings offer implementation of bottom-up instead of top-down targeted interventions for long-lasting behavioral change.
自底向上增强和自顶向下减弱的fMRI活动与长期非强化行为改变有关
行为改变研究和干预主要关注自我控制和外部强化对偏好的影响。线索接近训练(CAT)已被证明,仅仅通过将物品与中性线索和快速反应联系起来,就能诱发持续数月的偏好变化。我们利用这一范式来研究偏好的神经表征及其在没有外部强化的情况下的修改。我们用功能磁共振成像扫描了36名参与者在CAT之前、之后和之后30天进行的一项新的被动观看任务。我们预先记录了记忆活动、自上而下的注意力和价值处理区域将成为偏好改变的基础的预测。虽然大多数理论将偏好与前额叶区域联系起来,但我们发现“自下而上”的感知机制与即时变化有关,而“自上而下”的顶叶活动减少与长期变化有关。价值相关的前额叶区域的活动在训练项目后立即增强,在所有项目后1个月增强。我们的发现提示了一种新的偏好表征和修正的神经机制。我们认为,偏好的非强化变化最初发生在对物品的感知表征中,这被认为会导致“自上而下”过程的长期变化。这些发现为长期的行为改变提供了自下而上而不是自上而下的有针对性的干预措施。
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