Department of Psychology, University of Illinois at Urbana-Champaign
Department of Psychology, Florida State University.
Psychol Sci Public Interest. 2016 Oct;17(3):103-186. doi: 10.1177/1529100616661983.
In 2014, two groups of scientists published open letters on the efficacy of brain-training interventions, or "brain games," for improving cognition. The first letter, a consensus statement from an international group of more than 70 scientists, claimed that brain games do not provide a scientifically grounded way to improve cognitive functioning or to stave off cognitive decline. Several months later, an international group of 133 scientists and practitioners countered that the literature is replete with demonstrations of the benefits of brain training for a wide variety of cognitive and everyday activities. How could two teams of scientists examine the same literature and come to conflicting "consensus" views about the effectiveness of brain training?In part, the disagreement might result from different standards used when evaluating the evidence. To date, the field has lacked a comprehensive review of the brain-training literature, one that examines both the quantity and the quality of the evidence according to a well-defined set of best practices. This article provides such a review, focusing exclusively on the use of cognitive tasks or games as a means to enhance performance on other tasks. We specify and justify a set of best practices for such brain-training interventions and then use those standards to evaluate all of the published peer-reviewed intervention studies cited on the websites of leading brain-training companies listed on Cognitive Training Data (www.cognitivetrainingdata.org), the site hosting the open letter from brain-training proponents. These citations presumably represent the evidence that best supports the claims of effectiveness.Based on this examination, we find extensive evidence that brain-training interventions improve performance on the trained tasks, less evidence that such interventions improve performance on closely related tasks, and little evidence that training enhances performance on distantly related tasks or that training improves everyday cognitive performance. We also find that many of the published intervention studies had major shortcomings in design or analysis that preclude definitive conclusions about the efficacy of training, and that none of the cited studies conformed to all of the best practices we identify as essential to drawing clear conclusions about the benefits of brain training for everyday activities. We conclude with detailed recommendations for scientists, funding agencies, and policymakers that, if adopted, would lead to better evidence regarding the efficacy of brain-training interventions.
2014 年,两组科学家就大脑训练干预(又称“大脑游戏”)提高认知能力的功效发表了公开信。第一封公开信是由 70 多位国际科学家联名签署的一份共识声明,称大脑游戏并不能提供一种科学的方法来改善认知功能或延缓认知能力下降。几个月后,133 位科学家和从业者联名发表了一封公开信进行反驳,称文献中充斥着大量证据表明大脑训练对各种认知和日常活动都有益处。那么,两组科学家怎么可能会在评估大脑训练效果的有效性方面,对同一文献得出截然相反的“共识”呢?部分原因可能是,在评估证据时使用了不同的标准。到目前为止,该领域还缺乏对大脑训练文献的全面综述,即没有根据一套明确的最佳实践来同时检查证据的数量和质量。本文提供了这样的综述,重点关注使用认知任务或游戏来提高其他任务表现的情况。我们明确并证明了一套最佳实践标准,然后使用这些标准来评估引用自认知训练数据(www.cognitivetrainingdata.org)网站上的主要大脑训练公司网站上发布的所有经过同行评审的干预研究,该网站是大脑训练支持者公开信的所在地。这些引用文献据称代表了最能支持有效性主张的证据。根据这项研究,我们发现大量证据表明大脑训练干预可以提高训练任务的表现,而较少证据表明这些干预可以提高密切相关任务的表现,几乎没有证据表明训练可以提高远距离相关任务的表现,也没有证据表明训练可以改善日常认知表现。我们还发现,许多已发表的干预研究在设计或分析上存在重大缺陷,无法得出关于训练效果的明确结论,而且没有一项引用的研究符合我们确定的所有最佳实践,这些实践对于得出关于大脑训练对日常活动的益处的明确结论是至关重要的。最后,我们为科学家、资助机构和政策制定者提出了详细建议,如果这些建议得到采纳,将有助于获得关于大脑训练干预效果的更有力证据。