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Record W4411395811 · doi:10.5539/ijel.v15n4p35

Centering English in Bilingual Preschool Education: Parents’ Beliefs and Agency

2025· article· en· W4411395811 on OpenAlexvenueno aff
Francesca Costa

Bibliographic record

VenueInternational Journal of English Linguistics · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicSecond Language Learning and Teaching
Canadian institutionsnot available
Fundersnot available
KeywordsNeuroscience of multilingualismAgency (philosophy)PsychologyCompetence (human resources)Bilingual educationMedium of instructionIdeologyCognitionPedagogyDevelopmental psychologySociologyPolitical scienceSocial psychologySocial science

Abstract

fetched live from OpenAlex

This study examines how English is positioned and perceived within English-Spanish bilingual preschool education in Paraguay, a country traditionally characterised by institutional bilingualism in Spanish and Guaraní. While not an official language, English is increasingly viewed by parents as a tool for global access, academic achievement, and future professions. Using qualitative data from a questionnaire administered to 28 parents (from 31 to 40 years of age) in two bilingual preschools in Asunción, the study explores parental beliefs about English and the forms of agency they enact to support their children's English exposure. Findings reveal that parents associate English with cognitive development, intercultural competence, and social mobility. Many parents actively foster English exposure through home practices and participation in school activities, despite acknowledging limitations such as their own low proficiency in English or the absence of English use in extended family settings. English is often framed not only as a desirable language but as a form of symbolic capital that complements the official national languages. The study underscores how English is increasingly central to parental language ideologies and early bilingual educational choices, raising important questions about linguistic hierarchies and additive trilingualism.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.081
Threshold uncertainty score0.161

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0040.002
Scholarly communication0.0020.001
Open science0.0000.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.012
GPT teacher head0.275
Teacher spread0.263 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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Same venueInternational Journal of English LinguisticsSame topicSecond Language Learning and TeachingFrench-language works237,207