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Record W4414138339 · doi:10.1080/01434632.2025.2552332

“I just only speak English English”: stakeholders’ language ideologies and multilingual children’s monolingual becoming

2025· article· en· W4414138339 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueJournal of Multilingual and Multicultural Development · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicMultilingual Education and Policy
Canadian institutionsSimon Fraser UniversityUniversity of British Columbia
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsIdeologyMultilingualismNeuroscience of multilingualismSociolinguisticsLanguage ideologyLanguage planningLanguage proficiency

Abstract

fetched live from OpenAlex

This qualitative inquiry explores the impact of language ideologies and their associated practices on multilingual children’s language choices. Informed by Bakhtin’s (1981) theory of ‘ideological becoming’ and Bronfenbrenner’s (1979) Bioecological Model, this study examined 32 critical stakeholders’ (9 classroom teachers, 13 parents, and 10 volunteer tutors) perspectives and practices in three ideological contexts (i.e. mainstream classrooms, an after-school reading programme, and the home) and their effects on 20 multilingual children in British Columbia, Canada. Analyses of interviews and participant observations revealed that stakeholders in the three social spaces within students’ mesosystems, including teachers, volunteer tutors in the after-school programme, and parents, shared monoglossic ideologies and practices in sustaining English as the dominant language for literacy and schooling. Consequently, multilingual students internalised these ideologies and were in the process of becoming English monolinguals. The findings have important implications for teacher and staff professional development, parental education, as well as explicit and implicit language policies and practices in formal and informal learning spaces. We advocate for special attention to multilingualism in formal education that is separate from official Canadian bilingual policies.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.006
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.249
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.073
GPT teacher head0.396
Teacher spread0.323 · 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