Does Exercise Improve Cognitive Performance? A Conservative Message from Lord's Paradox

Frontiers in Psychology

Sicong Liu¹ 

关键词: exercise intervention;    cognition;    gain score analysis;    ANCOVA;    experimental group equivalence;    false positive error;    review;   

DOI  :  10.3389/fpsyg.2016.01092

学科分类：心理学（综合）

来源: Frontiers

【 摘 要 】

Although extant meta-analyses support the notion that exercise results in cognitive performance enhancement, methodology shortcomings are noted among primary evidence. The present study examined relevant randomized controlled trials (RCTs) published in the past 20 years (1996–2015) for methodological concerns arise from Lord's paradox. Our analysis revealed that RCTs supporting the positive effect of exercise on cognition are likely to include Type I Error(s). This result can be attributed to the use of gain score analysis on pretest-posttest data as well as the presence of control group superiority over the exercise group on baseline cognitive measures. To improve accuracy of causal inferences in this area, analysis of covariance on pretest-posttest data is recommended under the assumption of group equivalence. Important experimental procedures are discussed to maintain group equivalence.

【 授权许可】

CC BY