理解探索与利用的困境:一项关于注意力控制与决策表现的fMRI研究

Understanding the exploration–exploitation dilemma: An fMRI study of attention control and decision‐making performance

STRATEGIC MANAGEMENT JOURNAL · 2013
被引 339
人大 AFT50UTD24ABS 4*

中文导读

通过fMRI扫描专家决策者的大脑,发现利用行为激活与奖赏寻求相关的脑区,而探索行为依赖注意力控制脑区;更强的注意力控制脑区活动能带来更好的决策表现。

Abstract

This paper studies the cognitive processes that enable decision makers to switch between exploitation and exploration. We use functional magnetic resonance imaging ( fMRI ) in a sample of expert decision makers to make two main contributions. First, we identify and contrast the specific brain regions and cognitive processes associated with exploitation and exploration decisions. Exploitation activates regions associated with reward seeking, which track and evaluate the value of current choices, while exploration relies on regions associated with attentional control, tracking the value of alternative choices. Second, we propose and test the idea that stronger activation of the brain circuits related to attentional control allows individuals to achieve better decision‐making performance as a result. We discuss the implications of these results for strategic management research and practice . Copyright © 2013 John Wiley & Sons, Ltd

神经科学决策科学认知心理学战略管理