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Associative Word Learning in Infancy: A Meta-Analysis of the Switch Task

机译:婴儿期的关联词学习:交换机任务的Meta分析

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摘要

Associative word learning, the ability to pair a concept to a word, is an essential mechanism for early language development. One common method by which researchers measure this ability is the Switch task (Werker, Cohen, Lloyd, Casasola, & Stager, 1998), wherein infants are habituated to 2 word-object pairings and then tested on their ability to notice a switch in those pairings. In this comprehensive meta-analysis, we summarized 141 Switch task studies involving 2,723 infants of 12 to 20 months to estimate an average effect size for the task (random-effect model) and to explore how key experimental factors affect infants' performance (fixed-effect model). The average effect size was low to moderate in size, Cohen's d = 0.32. The use of language-typical and dissimilar-sounding words as well as the presence of additional facilitative cues aided performance, particularly for younger infants. Infants learning 2 languages at home outperformed those learning 1, indicating a bilingual advantage in learning word-object associations. Together, these findings support the Processing Rich Information from Multidimensional Interactive Representations (PRIMIR) theoretical framework of infant speech perception and word learning (e.g., Werker & Curtin, 2005), but invite further theoretical work to account for the observed bilingual advantage. Lastly, some of our analyses raised the possibility of questionable research practices in this literature. Therefore, we conclude with suggestions (e.g., preregistration, transparent data peeking, and alternate statistical approaches) for how to address this important issue.
机译:关联词学习,能够将概念与一句话配对,是早期语言发展的重要机制。研究人员测量这种能力的一种常用方法是交换机任务(Werker,Cohen,Lloyd,Casasola和Stager,1998),其中婴儿习惯于2个字对象配对,然后在他们注意到那些开关的能力上进行测试配对。在这一综合性荟萃分析中,我们总结了141个交换机任务研究,涉及12至20个月的2,723名婴儿,以估计任务(随机效应模型)的平均效果规模,并探讨重点实验因素如何影响婴儿的表现(固定 - 效果模型)。平均效果尺寸为适中的尺寸,COHEN的D = 0.32。使用语言 - 典型和不相似的声音词以及存在额外的促进线索的存在,特别是对于年轻婴儿。婴儿在家学习2种语言表现出那些学习1,表明学习词对象关联方面的双语优势。这些调查结果一起支持从多维互动表示的加工丰富的信息(Primir)婴儿语言感知和Word学习的理论框架(例如,Werker&Curtin,2005),但邀请进一步的理论工作来考虑观察到的双语优势。最后,我们的一些分析提出了这种文献中有质疑的研究实践的可能性。因此,我们以建议(例如,预转移,透明数据偷看和替代统计方法)结束,了解如何解决这一重要问题。

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