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Record W2992013661 · doi:10.1002/tesj.494

Nonnative‐English‐speaking teacher candidates’ language teacher identity development in graduate TESOL preparation programs: A review of the literature

2019· review· en· W2992013661 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

VenueTESOL Journal · 2019
Typereview
Languageen
FieldArts and Humanities
TopicEFL/ESL Teaching and Learning
Canadian institutionsnot available
Fundersnot available
KeywordsIdentity (music)PedagogyFaculty developmentCommitPsychologyNarrativeProfessional developmentSociologyMathematics educationLinguisticsComputer science

Abstract

fetched live from OpenAlex

This systematic review synthesizes 17 studies exploring nonnative‐English‐speaking teacher candidates’ (NNES‐TC) language teacher identity (LTI) development. The purpose was to examine NNES‐TCs’ LTI development during graduate‐level TESOL programs in the United States, Canada, and Australia. The review addressed the questions, What influences NNES teacher candidates’ LTI development, and in what ways do teacher preparation programs promote positive LTI development? Findings revealed four categories: (1) (non)native speakering and the native speaker fallacy, (2) racialized and gendered identities, (3) academic identity clashes, and (4) the emotional “glue” of LTI development. NNES‐TCs navigated personal and professional identities and struggled to balance their own expectations vis‐à‐vis expectations from their graduate programs and future teaching contexts. While native speakering discourses remained in claims of ownership over English, reflections on counter‐discourses and their connection to local teaching practices were agentively appropriated by NNES teacher candidates as they claimed legitimacy as teachers. Findings suggested teacher preparation should commit to critiquing native speakerism and offer spaces for empowering NNES‐TCs through narrative reflections. Preparation should explicitly address linguistic goals and needs, prioritize practical experience, and encourage teacher educators’ reflection on their practices. Future research should explore longitudinal LTI development, identities‐in‐practice, affective influences, and intersectional identities.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.764
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0000.003
Insufficient payload (model declined to judge)0.0010.000

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 head0.091
GPT teacher head0.363
Teacher spread0.271 · 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