Lu Hairong, Van der Linden Dimitri, Bakker Arnold B
Department of Psychology, Education, and Child studies, Erasmus University Rotterdam, Rotterdam, the Netherlands.
Department of Psychology, Education, and Child studies, Erasmus University Rotterdam, Rotterdam, the Netherlands.
Neuroimage. 2025 Mar;308:121076. doi: 10.1016/j.neuroimage.2025.121076. Epub 2025 Feb 6.
People often strive for deep engagement in activities, a state typically associated with feelings of flow - full task absorption accompanied by a sense of control and enjoyment. The intrinsic factors driving such engagement and facilitating subjective feelings of flow remain unclear. Building on computational theories of intrinsic motivation, this study examines how learning progress predicts engagement and directs cognitive control. Results showed that task engagement, indicated by feelings of flow and low distractibility, is a function of learning progress. Electroencephalography data further revealed that learning progress is associated with enhanced proactive preparation (e.g., reduced pre-stimulus contingent negativity variance and parietal alpha desynchronization) and improved feedback processing (e.g., increased P3b amplitude and parietal alpha desynchronization). The impact of learning progress on cognitive control is observed at the task-block and goal-episode levels, but not at the trial level. This suggests that learning progress shapes cognitive control over extended periods as progress accumulates. These findings highlight the critical role of learning progress in sustaining engagement and cognitive control in goal-directed behavior.
人们常常努力深度参与活动,这种状态通常与心流体验相关——全身心投入任务,同时伴有掌控感和愉悦感。驱动这种参与并促成心流主观感受的内在因素仍不明确。基于内在动机的计算理论,本研究考察学习进展如何预测参与度并指导认知控制。结果表明,以心流感受和低分心度为指标的任务参与度是学习进展的一个函数。脑电图数据进一步显示,学习进展与增强的主动准备(例如,刺激前意外负波方差减小和顶叶阿尔法去同步化)以及改善的反馈处理(例如,P3b波幅增加和顶叶阿尔法去同步化)相关。学习进展对认知控制的影响在任务块和目标片段层面可见,但在单次试验层面不可见。这表明随着进展的积累,学习进展在较长时期内塑造认知控制。这些发现凸显了学习进展在维持目标导向行为中的参与度和认知控制方面的关键作用。