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工作记忆训练是否有效?

Is working memory training effective?

机构信息

School of Psychology, Georgia Institute of Technology.

出版信息

Psychol Bull. 2012 Jul;138(4):628-654. doi: 10.1037/a0027473. Epub 2012 Mar 12.

DOI:10.1037/a0027473
PMID:22409508
Abstract

Working memory (WM) is a cognitive system that strongly relates to a person's ability to reason with novel information and direct attention to goal-relevant information. Due to the central role that WM plays in general cognition, it has become the focus of a rapidly growing training literature that seeks to affect broad cognitive change through prolonged training on WM tasks. Recent work has suggested that the effects of WM training extend to general fluid intelligence, attentional control, and reductions in symptoms of ADHD. We present a theoretically motivated perspective of WM and subsequently review the WM training literature in light of several concerns. These include (a) the tendency for researchers to define change to abilities using single tasks, (b) inconsistent use of valid WM tasks, (c) no-contact control groups, and (d) subjective measurement of change. The literature review highlights several findings that warrant further research but ultimately concludes that there is a need to directly demonstrate that WM capacity increases in response to training. Specifically, we argue that transfer of training to WM must be demonstrated using a wider variety of tasks, thus eliminating the possibility that results can be explained by task specific learning. Additionally, we express concern that many of the most promising results (e.g., increased intelligence) cannot be readily attributed to changes in WM capacity. Thus, a critical goal for future research is to uncover the mechanisms that lead to transfer of training.

摘要

工作记忆(WM)是一种认知系统,它与人以新颖信息进行推理以及将注意力直接指向目标相关信息的能力密切相关。由于 WM 在一般认知中起着核心作用,因此它已成为快速发展的训练文献的焦点,该文献试图通过对 WM 任务进行长期训练来影响广泛的认知变化。最近的工作表明,WM 训练的效果扩展到了一般流体智力、注意力控制和 ADHD 症状的减轻。我们提出了一种理论驱动的 WM 视角,然后根据几个关注点来回顾 WM 训练文献。这些关注点包括:(a)研究人员倾向于使用单个任务来定义能力变化;(b)WM 任务的使用不一致;(c)没有对照组;(d)主观测量变化。文献综述强调了一些需要进一步研究的发现,但最终得出的结论是,需要直接证明训练会导致 WM 容量增加。具体来说,我们认为必须使用更广泛的任务来展示训练的转移,从而消除结果可以通过特定任务的学习来解释的可能性。此外,我们表示关注的是,许多最有希望的结果(例如,智力提高)不能轻易归因于 WM 容量的变化。因此,未来研究的一个关键目标是揭示导致训练转移的机制。

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