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The influence of deliberate practice on musical achievement: a meta-analysis

机译:刻意练习对音乐成就的影响:荟萃分析

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摘要

Deliberate practice (DP) is a task-specific structured training activity that plays a key role in understanding skill acquisition and explaining individual differences in expert performance. Relevant activities that qualify as DP have to be identified in every domain. For example, for training in classical music, solitary practice is a typical training activity during skill acquisition. To date, no meta-analysis on the quantifiable effect size of deliberate practice on attained performance in music has been conducted. Yet the identification of a quantifiable effect size could be relevant for the current discussion on the role of various factors on individual difference in musical achievement. Furthermore, a research synthesis might enable new computational approaches to musical development. Here we present the first meta-analysis on the role of deliberate practice in the domain of musical performance. A final sample size of 13 studies (total N = 788) was carefully extracted to satisfy the following criteria: reported durations of task-specific accumulated practice as predictor variables and objectively assessed musical achievement as the target variable. We identified an aggregated effect size of rc = 0.61; 95% CI [0.54, 0.67] for the relationship between task-relevant practice (which by definition includes DP) and musical achievement. Our results corroborate the central role of long-term (deliberate) practice for explaining expert performance in music.
机译:故意练习(DP)是针对特定任务的结构化培训活动,在理解技能获取和解释专家绩效中的个体差异方面发挥关键作用。必须在每个域中标识符合DP资格的相关活动。例如,对于古典音乐训练,孤独练习是技能获取期间的典型训练活动。迄今为止,尚未进行有针对性的练习对获得音乐演奏的量化效果大小的荟萃分析。然而,可量化效果大小的确定可能与当前有关各种因素对音乐成就中个体差异的作用的讨论有关。此外,研究综合可能会为音乐发展提供新的计算方法。在这里,我们介绍了关于故意练习在音乐表演领域中的作用的首次荟萃分析。最终抽取了13项研究的最终样本量(总计N = 788),以满足以下标准:报告的任务特定累积练习的持续时间作为预测变量,客观评估音乐成就作为目标变量。我们确定了总效应大小rc = 0.61; 95%CI [0.54,0.67]用于与任务相关的练习(根据定义包括DP)和音乐成就之间的关系。我们的结果证实了长期(蓄意)练习在解释音乐专家表现方面的核心作用。

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