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关于差异学习作为一种强化运动学习方法的实证证据的探索性元分析综述。

An Exploratory Meta-Analytic Review on the Empirical Evidence of Differential Learning as an Enhanced Motor Learning Method.

作者信息

Tassignon Bruno, Verschueren Jo, Baeyens Jean-Pierre, Benjaminse Anne, Gokeler Alli, Serrien Ben, Clijsen Ron

机构信息

Human Physiology and Sports Physiotherapy Research Group, Faculty of Physical Education and Physiotherapy, Vrije Universiteit Brussel, Brussels, Belgium.

Experimental Anatomy Research Group, Faculty of Physical Education and Physiotherapy, Vrije Universiteit Brussel, Brussels, Belgium.

出版信息

Front Psychol. 2021 May 7;12:533033. doi: 10.3389/fpsyg.2021.533033. eCollection 2021.

Abstract

Differential learning (DL) is a motor learning method characterized by high amounts of variability during practice and is claimed to provide the learner with a higher learning rate than other methods. However, some controversy surrounds DL theory, and to date, no overview exists that compares the effects of DL to other motor learning methods. To evaluate the effectiveness of DL in comparison to other motor learning methods in the acquisition and retention phase. Systematic review and exploratory meta-analysis. PubMed (MEDLINE), Web of Science, and Google Scholar were searched until February 3, 2020. To be included, (1) studies had to be experiments where the DL group was compared to a control group engaged in a different motor learning method (lack of practice was not eligible), (2) studies had to describe the effects on one or more measures of performance in a skill or movement task, and (3) the study report had to be published as a full paper in a journal or as a book chapter. Twenty-seven studies encompassing 31 experiments were included. Overall heterogeneity for the acquisition phase (post-pre; = 77%) as well as for the retention phase (retention-pre; = 79%) was large, and risk of bias was high. The meta-analysis showed an overall small effect size of 0.26 [0.10, 0.42] in the acquisition phase for participants in the DL group compared to other motor learning methods. In the retention phase, an overall medium effect size of 0.61 [0.30, 0.91] was observed for participants in the DL group compared to other motor learning methods. Given the large amount of heterogeneity, limited number of studies, low sample sizes, low statistical power, possible publication bias, and high risk of bias in general, inferences about the effectiveness of DL would be premature. Even though DL shows potential to result in greater average improvements between pre- and post/retention test compared to non-variability-based motor learning methods, more high-quality research is needed before issuing such a statement. For robust comparisons on the relative effectiveness of DL to different variability-based motor learning methods, scarce and inconclusive evidence was found.

摘要

差异学习(DL)是一种运动学习方法,其特点是在练习过程中具有高度的变异性,据称能为学习者提供比其他方法更高的学习率。然而,DL理论存在一些争议,迄今为止,尚无综述比较DL与其他运动学习方法的效果。为了评估DL与其他运动学习方法在习得和保持阶段的有效性。进行系统综述和探索性荟萃分析。检索了PubMed(MEDLINE)、科学网和谷歌学术,截至2020年2月3日。纳入标准为:(1)研究必须是实验,将DL组与采用不同运动学习方法的对照组进行比较(缺乏练习的情况不符合要求);(2)研究必须描述对技能或运动任务中一项或多项表现指标的影响;(3)研究报告必须以完整论文形式发表在期刊上或作为书籍章节。纳入了27项研究,涵盖31项实验。习得阶段(后测-前测;I² = 77%)以及保持阶段(保持-前测;I² = 79%)的总体异质性较大,偏倚风险较高。荟萃分析显示,在习得阶段,与其他运动学习方法相比,DL组参与者的总体效应量较小,为0.26[0.10, 0.42]。在保持阶段,与其他运动学习方法相比,DL组参与者的总体效应量为中等,为0.61[0.30, 0.91]。鉴于存在大量异质性、研究数量有限、样本量小、统计功效低、可能存在发表偏倚以及总体偏倚风险较高,关于DL有效性的推断尚不成熟。尽管与基于非变异性的运动学习方法相比,DL显示出在前后测/保持测试之间平均改善更大的潜力,但在发表此类声明之前,还需要更多高质量的研究。对于DL与不同基于变异性的运动学习方法的相对有效性进行有力比较时,发现证据稀少且尚无定论。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5890/8138164/c6ec07276661/fpsyg-12-533033-g0001.jpg

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