Cognitive Psychology Unit, Institute of Psychology & Leiden Institute for Brain and Cognition, Leiden University, Wassenaarseweg 52, 2333 AK, Leiden, The Netherlands.
Cogn Affect Behav Neurosci. 2021 Jun;21(3):549-560. doi: 10.3758/s13415-021-00917-6. Epub 2021 Jun 4.
The exploration-exploitation trade-off shows conceptual, functional, and neural analogies with the persistence-flexibility trade-off. We investigated whether mood, which is known to modulate the persistence-flexibility balance, would similarly affect the exploration-exploitation trade-off in a foraging task. More specifically, we tested whether interindividual differences in foraging behavior can be predicted by mood-related arousal and valence. In 119 participants, we assessed mood-related interindividual differences in exploration-exploitation using a foraging task that included minimal task constraints to reduce paradigm-induced biases of individual control tendencies. We adopted the marginal value theorem as a model-based analysis approach, which approximates optimal foraging behavior by tackling the patch-leaving problem. To assess influences of mood on foraging, participants underwent either a positive or negative mood induction. Throughout the experiment, we assessed arousal and valence levels as predictors for explorative/exploitative behavior. Our mood manipulation affected participants' arousal and valence ratings as expected. Moreover, mood-related arousal was found to predict exploration while valence predicted exploitation, which only partly matched our expectations and thereby the proposed conceptual overlap with flexibility and persistence, respectively. The current study provides a first insight into how processes related to arousal and valence differentially modulate foraging behavior. Our results imply that the relationship between exploration-exploitation and flexibility-persistence is more complicated than the semantic overlap between these terms might suggest, thereby calling for further research on the functional, neural, and neurochemical underpinnings of both trade-offs.
探索-开发权衡与持续-灵活权衡在概念、功能和神经上具有相似性。我们研究了情绪是否会像调节持续-灵活平衡一样,影响觅食任务中的探索-开发权衡。更具体地说,我们测试了情绪相关的唤醒和效价是否可以预测觅食行为的个体差异。在 119 名参与者中,我们使用了一个包括最小任务约束的觅食任务来评估探索-开发的个体间情绪相关差异,以减少个体控制倾向诱导的范式偏差。我们采用边际价值定理作为基于模型的分析方法,通过解决斑块离开问题来近似最优觅食行为。为了评估情绪对觅食的影响,参与者经历了积极或消极的情绪诱导。在整个实验过程中,我们评估了唤醒和效价水平作为探索性/开发性行为的预测因子。我们的情绪操作如预期那样影响了参与者的唤醒和效价评分。此外,情绪相关的唤醒被发现可以预测探索,而效价可以预测开发,这与我们的预期部分匹配,从而分别与灵活性和持久性的概念重叠相对应。本研究首次深入了解了与唤醒和效价相关的过程如何差异地调节觅食行为。我们的结果表明,探索-开发与灵活性-持久性之间的关系比这些术语之间的语义重叠所暗示的要复杂,因此需要进一步研究这两种权衡的功能、神经和神经化学基础。