Testing Cumulative Lexicalized Effects in Study Abroad: Variable Subject Pronoun Expression in Spanish as an Additional Language

We examine variable first-person singular subject pronoun expression in Spanish learner data to investigate the effects of study abroad in Mexico and Spain on the acquisition of sociolinguistic variation. In addition to exploring pre- and post-study abroad effects, this work considers whether such impacts wane over time after the study abroad experience. We include in the analyses novel usage-based factors estimating lexically specific usage patterns. We conduct a mixed-effects linear regression model predicting overt yo (‘I’) expression. Results indicate that overt yo expression is more likely after studying abroad (compared to pre-study abroad). Additionally, learners acquire a usage-based pattern of variation evident after the study abroad experience. This effect is not just apparent immediately after studying abroad, but it persists in data collected after a time delay.

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Publication Details

Journal
Languages
Published
2025-05-08
DOI
https://doi.org/10.3390/languages10050110
Primary Topic
Natural Language Processing Techniques
Type
article
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article

Testing Cumulative Lexicalized Effects in Study Abroad: Variable Subject Pronoun Expression in Spanish as an Additional Language

Javier Rivas, Esther Lucile Brown, Tracy Quan
Languages
Natural Language Processing Techniques
article

Testing Cumulative Lexicalized Effects in Study Abroad: Variable Subject Pronoun Expression in Spanish as an Additional Language

Javier Rivas, Esther Lucile Brown, Tracy Quan
article en

Abstract

We examine variable first-person singular subject pronoun expression in Spanish learner data to investigate the effects of study abroad in Mexico and Spain on the acquisition of sociolinguistic variation. In addition to exploring pre- and post-study abroad effects, this work considers whether such impacts wane over time after the study abroad experience. We include in the analyses novel usage-based factors estimating lexically specific usage patterns. We conduct a mixed-effects linear regression model predicting overt yo (‘I’) expression. Results indicate that overt yo expression is more likely after studying abroad (compared to pre-study abroad). Additionally, learners acquire a usage-based pattern of variation evident after the study abroad experience. This effect is not just apparent immediately after studying abroad, but it persists in data collected after a time delay.

LanguagesVol. 10(5)
University of Colorado Boulder (US)
Openalex Percentile: Top 96%
Natural Language Processing Techniques
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Testing Cumulative Lexicalized Effects in Study Abroad: Variable Subject Pronoun Expression in Spanish as an Additional Language — Javier Rivas, Esther Lucile Brown, et al. · Languages (2025) | TGRS Research Map | TGRS