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Record W3049281637 · doi:10.1177/2096531120946045

Internationalization of Canadian Teacher Education: Teacher Candidates’ Experiences and Perspectives

2020· article· en· W3049281637 on OpenAlexaffabout
Yan Guo, Shibao Guo

Bibliographic record

VenueECNU Review of Education · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Education and Multiculturalism
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsInternationalizationSociologyPedagogyInternationalization of Higher EducationRacismCurriculumTeacher educationHigher educationAgency (philosophy)OriginalityInternational educationPolitical sciencePublic relationsGender studiesSocial scienceQualitative researchLaw

Abstract

fetched live from OpenAlex

Purpose: Informed by social imaginary, Canadian exceptionalism, and social inclusion, this study explores how teacher candidates experience and interpret internationalization at home at one university in Canada. Design/Approach/Methods: Data were collected from three sources: (a) policy analyses of public documents related to internationalization in Canada and at the university; (b) a student survey on the internationalization of higher education; and (c) individual interviews with 12 teacher candidates. Eight interviewees were local, four White and four racialized minorities, and four were international. Findings: Findings indicate that most participants relate internationalization to student mobility. They present the Canadian society and themselves as open, tolerant, and accepting. Such an imaginary of Canadian exceptionalism does not necessarily coincide with everyday realities of international and racialized teacher candidates. They reported that they experienced Eurocentric curricula, different forms of exclusion, and racism. Some participants enacted agency to disrupt the dominance of White perspectives. Originality/Value: This research addresses knowledge gaps related to internationalization policy as teacher candidates’ voices are not often heard in internationalization initiatives. The study suggests that the internationalization of teacher education requires decolonization of curriculum, bridging with anti-racism education, and the internationalization of teacher educators.

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)0.004
metaresearch head score (Gemma)0.006
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 score0.133
Threshold uncertainty score0.267

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0300.008
Scholarly communication0.0080.002
Open science0.0010.006
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0040.000

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 head0.037
GPT teacher head0.367
Teacher spread0.330 · 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

Citations16
Published2020
Admission routes2
Has abstractyes

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