School of Psychology, Keynes College, University of Kent, Kent, UK.
Q J Exp Psychol (Hove). 2021 Sep;74(9):1579-1594. doi: 10.1177/17470218211002509. Epub 2021 Mar 30.
The degree to which executive function (EF) abilities (including working memory [WM], inhibitory control [IC], and cognitive flexibility [CF]) can be enhanced through training is an important question; however, research in this area is inconsistent. Previous cognitive training studies largely agree that training leads to improvements in the trained task, but the generalisability of this improvement to other related tasks remains controversial. In this article, we present a pre-registered experiment that used an adaptive training procedure to examine whether EFs can be enhanced through cognitive training, and directly compared the efficacy and generalisability across sub-components of EF using training programmes that target WM, IC, or CF versus an active control group. Participants ( = 160) first completed a battery of tasks that assessed EFs, then were randomly assigned to one of the four training groups, and completed an adaptive procedure over 21 days (10 training sessions) that targeted a specific sub-component of EF (or was comparatively engaging and challenging, but did not train a specific EF). At post-test, participants returned to the lab to repeat the battery of EF tasks. Results revealed robust direct training effects (i.e., on trained task), but limited evidence to support near (i.e., same EF, different task) and far (i.e., different EF and task) transfer effects. Where indirect training benefits emerged, the effects were more readily attributable to the overlapping training/assessment task routines, rather than more general enhancements to the underlying cognitive processes or neural circuits.
执行功能(EF)能力(包括工作记忆[WM]、抑制控制[IC]和认知灵活性[CF])能否通过训练得到增强是一个重要的问题;然而,该领域的研究结果并不一致。先前的认知训练研究大多认为训练可以提高受训任务的表现,但这种提高在其他相关任务上的泛化能力仍存在争议。在本文中,我们提出了一个预先注册的实验,该实验使用自适应训练程序来检验认知训练是否可以增强 EF,并通过针对 WM、IC 或 CF 的训练计划与主动对照组直接比较 EF 子成分的功效和泛化能力。参与者(n=160)首先完成了一系列评估 EF 的任务,然后被随机分配到四个训练组之一,并在 21 天(10 次训练)内完成针对特定 EF 子成分的自适应程序(或具有可比性的参与度和挑战性,但不训练特定的 EF)。在测试后,参与者返回实验室重复进行 EF 任务的测试。结果显示了强大的直接训练效应(即在训练任务上),但只有有限的证据支持近转移(即在相同的 EF 上,不同的任务)和远转移(即在不同的 EF 和任务上)。在间接训练效益出现的地方,这些效果更容易归因于重叠的训练/评估任务程序,而不是对潜在认知过程或神经回路的更一般增强。