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Record W4281782235 · doi:10.1080/01434632.2022.2084547

Neoliberalism, native-speakerism and the displacement of international students’ languages and cultures

2022· article· en· W4281782235 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Multilingual and Multicultural Development · 2022
Typearticle
Languageen
FieldArts and Humanities
TopicSecond Language Learning and Teaching
Canadian institutionsnot available
Fundersnot available
KeywordsNeoliberalism (international relations)IdeologySociocultural evolutionSociologyPedagogyHigher educationLanguage proficiencyCultural diversityInternational educationStudy abroadCritical theorySocial sciencePolitical sciencePoliticsAnthropologyLaw

Abstract

fetched live from OpenAlex

With the number of international students growing rapidly within (international) higher education, more attention has been focused on the need to consider international students’ experiences, particularly those from the global south, from more critical, ethical and qualitative perspectives. This paper examines how the lived experiences of three multilingual international students at a Canadian university were impacted by ideologies stemming from neoliberalism and native-speakerism within higher education. Through in-depth interviews with each student, the findings point to complex ways in which such ideologies gradually worked to displace the students’ languages and cultures through processes of othering and inferiorisation. More specifically, the combined sociocultural and material impact of neoliberalism and native-speakerism resulted in the students appearing to reject participation in and affiliation to their cultural groups, repositioning their languages as deterrents to the development of their English language proficiencies, and adopting behaviours that could linguistically and socially approximate them to an imagined native speaker of ‘standard’ English, including attending speech therapy. The conclusion critically discusses the importance of reform in higher education with respect to language, diversity and social justice.

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)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.309
Threshold uncertainty score0.318

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.014
GPT teacher head0.295
Teacher spread0.281 · 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