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Record W4415002060 · doi:10.1080/14675986.2025.2569904

Enhancing intercultural education: strategies for challenging Eurocentrism and centring Indigenous perspectives in teacher education

2025· article· en· W4415002060 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

VenueIntercultural Education · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Education and Multiculturalism
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousDialogicEurocentrismTeacher educationInclusion (mineral)CurriculumTransformative learningTraditional knowledgeIndigenous educationTeaching method

Abstract

fetched live from OpenAlex

Navigating Eurocentric teacher education settings presents significant challenges for both educators and learners, particularly when engaging with issues of race, privilege, and Indigenous perspectives. This paper draws on interviews with 16 Indigenous experts from Australia, Canada, the US, and New Zealand, woven together with reflective practice from compulsory Indigenous studies courses in Queensland, Australia. Our analysis reveals three key strategies: critical self-reflection, the use of metaphors, and intergenerational mentorship, which enable initial teacher education (ITE) programs to challenge deficit thinking and promote meaningful inclusion of Indigenous Knowledges. Our paper examines the affective and intellectual tensions experienced by preservice teachers when they are invited to confront their cultural positioning, whiteness, and colonial complicity. We contend that scaffolded engagement with Indigenous epistemologies provides a potent means for challenging deficit discourses and fostering more ethically responsive educational practices. Methodologically, our paper integrates dialogic reflection and Indigenous-led analysis to generate a praxis-oriented contribution for those engaged in curriculum and pedagogical reform. While grounded in the Australian context, comparative references to other settler-colonial nations enhance global debates on decolonising teacher education, offering applied strategies for critical reflexivity, relational accountability, and the ethical inclusion of Indigenous knowledges.

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)0.000
metaresearch head score (Gemma)0.001
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 score0.171
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.001
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 head0.018
GPT teacher head0.368
Teacher spread0.350 · 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