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Multi-Pattern Visual Statistical Learning in Monolinguals and Bilinguals.

Federica Bulgarelli1,2, Laura Bosch3, Daniel J Weiss1

  • 1Department of Psychology and Program in Linguistics, Pennsylvania State University, University Park, PA, United States.

Frontiers in Psychology
|February 23, 2019
PubMed
Summary
This summary is machine-generated.

Bilingualism

Keywords:
bilingualismlanguage experiencemulti-level statistical learningstatistical learningvisual statistical learning

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Area of Science:

  • Cognitive Psychology
  • Linguistics
  • Neuroscience

Background:

  • The impact of bilingualism on statistical learning is not well understood.
  • Previous research suggests bilinguals may better handle multiple patterns, but this hasn't been tested in a single task.

Purpose of the Study:

  • To investigate how bilingualism affects the ability to learn multiple types of regularities simultaneously in a visual statistical learning task.
  • To compare learning performance between monolinguals and different bilingual groups.

Main Methods:

  • A novel visual statistical learning task was developed to assess learning of co-occurrence probabilities and category-defining features.
  • Performance was compared across English monolinguals, Spanish-Catalan bilinguals, and Spanish-English bilinguals.

Main Results:

  • Both monolingual and bilingual participants successfully learned co-occurrence probabilities and category features.
  • This study is the first to show simultaneous extraction of two types of co-occurrence regularities in the visual modality.
  • No significant performance differences were found between the monolingual and bilingual groups.

Conclusions:

  • Learners can extract co-occurrence regularities across multiple dimensions in the visual modality.
  • Despite previous hypotheses, bilingualism did not confer an advantage in this specific multi-regularity statistical learning task.
  • Findings contribute to the understanding of bilingualism's influence on cognitive flexibility and statistical learning.