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有无指导下的学习曲线。

The Curve of Learning With and Without Instructions.

作者信息

van Maanen Leendert, Zhang Yuyao, De Schryver Maarten, Liefooghe Baptist

机构信息

Utrecht University, NL.

Ghent University, BE.

出版信息

J Cogn. 2024 Jun 3;7(1):48. doi: 10.5334/joc.373. eCollection 2024.

Abstract

In skill acquisition, instructing individuals the stimulus-response mappings indicating how to perform and act, yields better performance. Additionally, performance is helped by repeated practice. Whether providing instructions and repeated practice interact to achieve optimal performance remains debated. This paper addresses that question by analyzing the learning curves of individuals learning stimulus-response mappings of varying complexity. We particularly focus on the question whether instructions lead to improved performance in the longer run. Via evidence accumulation modeling, we find no evidence for this assertion. Instructions seem to provide individuals with a head start, leading to better initial performance in the early stages of learning, without long-lasting effects on behavior. We discuss the results in light of related studies that do report long-lasting effects of instructions, and propose that the complexity of a skill determines whether long-lasting benefits of initial instructions exist.

摘要

在技能习得过程中,向个体传授指示如何执行和行动的刺激-反应映射,会产生更好的表现。此外,反复练习有助于提高表现。提供指示和反复练习是否相互作用以实现最佳表现仍存在争议。本文通过分析学习不同复杂程度刺激-反应映射的个体的学习曲线来解决这个问题。我们特别关注指示从长远来看是否会导致表现的提高。通过证据积累模型,我们没有发现支持这一断言的证据。指示似乎为个体提供了一个先机,使其在学习的早期阶段有更好的初始表现,但对行为没有长期影响。我们根据确实报告了指示的长期影响的相关研究来讨论这些结果,并提出技能的复杂性决定了初始指示是否存在长期益处。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab71/11160396/03e625e2b515/joc-7-1-373-g1.jpg

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