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English word frequency and recognition in bilinguals: Inter-corpus comparison and error analysis
1a Department of Communication Sciences and Disorders , Long Island University , Brooklyn Campus, New York , USA.
International Journal of Audiology
|April 17, 2015
Summary
Word frequency significantly impacts English word recognition for bilinguals, especially those with later acquisition and less English exposure. Newer data sources better predict recognition errors in this population.
Area of Science:
- Psycholinguistics
- Cognitive Psychology
- Lexical Processing
Background:
- Bilinguals' performance on clinical English word recognition tests can be influenced by lexical factors.
- Word frequency is a key lexical variable impacting language processing.
Purpose of the Study:
- To investigate word-frequency effects on bilinguals' performance in a clinical English word recognition test.
- To compare the predictive power of different corpora for word frequency in this context.
Main Methods:
- Frequency counts for 200 words were sourced from the Hoosier Mental Lexicon (HML) and three contemporary corpora (American National Corpora, HAL, SUBTLEX(US)).
- Correlation analysis examined the relationship between word frequency and error rates in 10 monolinguals and 30 bilinguals.
- Bilingual participants were subgrouped by age of English acquisition and length of English education/work.
Main Results:
- Word frequency significantly influenced word recognition, particularly for bilinguals with late English acquisition and limited exposure.
- Bilinguals often substituted target words with higher-frequency words during errors.
- Contemporary corpora demonstrated superior prediction of error rates compared to the HML.
Conclusions:
- Frequency data from modern corpora effectively predict bilinguals' recognition of English monosyllabic words.
- Word frequency aids in explaining common word substitutions for misrecognized targets.
- Word-frequency effects are most pronounced in foreign-born and educated bilinguals.
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