Implicit statistical learning in language processing: Word predictability is the key

被引:227
作者
Conway, Christopher M. [1 ]
Bauernschmidt, Althea [2 ]
Huang, Sean S.
Pisoni, David B. [3 ]
机构
[1] St Louis Univ, Dept Psychol, St Louis, MO 63103 USA
[2] Purdue Univ, Dept Psychol Sci, W Lafayette, IN 47907 USA
[3] Indiana Univ, Dept Psychol & Brain Sci, Bloomington, IN USA
关键词
Statistical learning; Implicit learning; Speech perception; Word predictability; Individual differences; Language processing; SHORT-TERM-MEMORY; INDIVIDUAL-DIFFERENCES; SPEECH-PERCEPTION; ORDER; CHILDREN; CONTEXT; INTELLIGIBILITY; SEGMENTATION; REGULARITIES; CONSTRAINTS;
D O I
10.1016/j.cognition.2009.10.009
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
Fundamental learning abilities related to the implicit encoding of sequential structure have been postulated to underlie language acquisition and processing. However, there is very little direct evidence to date supporting such a link between implicit statistical learning and language. In three experiments using novel methods of assessing implicit learning and language abilities, we show that sensitivity to sequential structure - as measured by improvements to immediate memory span for structurally-consistent input sequences is significantly correlated with the ability to use knowledge of word predictability to aid speech perception under degraded listening conditions. Importantly, the association remained even after controlling for participant performance on other cognitive tasks, including short-term and working memory, intelligence, attention and inhibition, and vocabulary knowledge. Thus, the evidence suggests that implicit learning abilities are essential for acquiring long-term knowledge of the sequential structure of language i.e., knowledge of word predictability - and that individual differences on such abilities impact speech perception in everyday situations. These findings provide a new theoretical rationale linking basic learning phenomena to specific aspects of spoken language processing in adults, and may furthermore indicate new fruitful directions for investigating both typical and atypical language development. (c) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:356 / 371
页数:16
相关论文
共 70 条