A systematic review and Bayesian meta-analysis provide evidence for an effect of acute physical activity on cognition in young adults

Jordan Garrett, Carly Chak, Tom Bullock, Barry Giesbrecht
{"title":"A systematic review and Bayesian meta-analysis provide evidence for an effect of acute physical activity on cognition in young adults","authors":"Jordan Garrett, Carly Chak, Tom Bullock, Barry Giesbrecht","doi":"10.1038/s44271-024-00124-2","DOIUrl":null,"url":null,"abstract":"Physical exercise is a potential intervention for enhancing cognitive function across the lifespan. However, while studies employing long-term exercise interventions consistently show positive effects on cognition, studies using single acute bouts have produced mixed results. Here, a systematic review and meta-analysis was conducted to determine the impact of acute exercise on cognitive task performance in healthy young adults. A Bayesian hierarchical model quantified probabilistic evidence for a modulatory relationship by synthesizing 651 effect sizes from 113 studies from PsychInfo and Google Scholar representing 4,390 participants. Publication bias was mitigated using the trim-and-fill method. Acute exercise was found to have a small beneficial effect on cognition (g = 0.13 ± 0.04; BF = 3.67) and decrease reaction time. A meta-analysis restricted to executive function tasks revealed improvements in working memory and inhibition. Meta-analytic estimates were consistent across multiple priors and likelihood functions. Physical activities were categorized based on exercise type (e.g., cycling) because many activities have aerobic and anaerobic components, but this approach may limit comparison to studies that categorize activities based on metabolic demands. The current study provides an updated synthesis of the existing literature and insights into the robustness of acute exercise-induced effects on cognition. Funding provided by the United States Army Research Office. A single instance of exercise improves cognitive task performance especially in regard to reaction time. Cycling and high-intensity interval training (HIIT) were found to be particularly beneficial.","PeriodicalId":501698,"journal":{"name":"Communications Psychology","volume":" ","pages":"1-21"},"PeriodicalIF":0.0000,"publicationDate":"2024-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.com/articles/s44271-024-00124-2.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Communications Psychology","FirstCategoryId":"1085","ListUrlMain":"https://www.nature.com/articles/s44271-024-00124-2","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Physical exercise is a potential intervention for enhancing cognitive function across the lifespan. However, while studies employing long-term exercise interventions consistently show positive effects on cognition, studies using single acute bouts have produced mixed results. Here, a systematic review and meta-analysis was conducted to determine the impact of acute exercise on cognitive task performance in healthy young adults. A Bayesian hierarchical model quantified probabilistic evidence for a modulatory relationship by synthesizing 651 effect sizes from 113 studies from PsychInfo and Google Scholar representing 4,390 participants. Publication bias was mitigated using the trim-and-fill method. Acute exercise was found to have a small beneficial effect on cognition (g = 0.13 ± 0.04; BF = 3.67) and decrease reaction time. A meta-analysis restricted to executive function tasks revealed improvements in working memory and inhibition. Meta-analytic estimates were consistent across multiple priors and likelihood functions. Physical activities were categorized based on exercise type (e.g., cycling) because many activities have aerobic and anaerobic components, but this approach may limit comparison to studies that categorize activities based on metabolic demands. The current study provides an updated synthesis of the existing literature and insights into the robustness of acute exercise-induced effects on cognition. Funding provided by the United States Army Research Office. A single instance of exercise improves cognitive task performance especially in regard to reaction time. Cycling and high-intensity interval training (HIIT) were found to be particularly beneficial.

Abstract Image

系统综述和贝叶斯荟萃分析为急性体育锻炼对青壮年认知能力的影响提供了证据
体育锻炼是增强人一生认知功能的潜在干预措施。然而,虽然采用长期运动干预的研究一直显示出对认知的积极影响,但采用单次急性运动的研究结果却好坏参半。在此,我们进行了一项系统回顾和荟萃分析,以确定急性运动对健康年轻人认知任务表现的影响。贝叶斯层次模型通过综合来自PsychInfo和谷歌学术的113项研究的651个效应大小(代表4390名参与者),量化了调节关系的概率证据。采用修剪填充法减轻了发表偏差。研究发现,急性运动对认知能力(g = 0.13 ± 0.04; BF = 3.67)和反应时间的减少有微小的益处。仅限于执行功能任务的荟萃分析显示,工作记忆和抑制能力有所改善。元分析估计值在多个先验和似然函数中保持一致。体育活动根据运动类型(如骑自行车)进行分类,因为许多活动都有有氧和无氧成分,但这种方法可能会限制与根据代谢需求对活动进行分类的研究进行比较。目前的研究对现有文献进行了最新综述,并深入探讨了急性运动对认知影响的稳健性。美国陆军研究办公室提供资助。单次运动可提高认知任务的表现,尤其是在反应时间方面。研究发现,骑自行车和高强度间歇训练(HIIT)尤其有益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信