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Record W4401011064 · doi:10.37119/ojs2024.v29i2.754

Teacher Educators’ Endeavours to Enhance Students’ Cultural Competence

2024· article· en· W4401011064 on OpenAlexvenueno aff
Artëm Ingmar Benediktsson

Bibliographic record

Venuein education · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Education and Multiculturalism
Canadian institutionsnot available
Fundersnot available
KeywordsMindsetMulticulturalismPedagogyMulticultural educationTeacher educationCultural competenceCompetence (human resources)DanishSociologyContext (archaeology)Cultural pluralismCultural diversityAccountabilityPsychologyPolitical scienceSocial psychologyEpistemology

Abstract

fetched live from OpenAlex

This paper explores teacher educators’ endeavours to enhance their students’ cultural competence in the context of Danish teacher education. It analyses how these endeavours resonate with the theoretical principles of critical multiculturalism and multicultural education. The study employed dyadic interviews as its primary method for data collection. The findings revealed that the educators felt constrained by the lack of awareness among politicians and policymakers of the significance of multicultural education, which made it difficult for them to develop in-depth knowledge and critical views on culture among students. The educators emphasized a need for a holistic approach that encompasses systemic changes and a shift in mindset toward critical multiculturalism in teacher education. This study calls for more institutional accountability to invest in preparing future teachers to work in multicultural classrooms. Keywords: teacher education, critical multiculturalism, cultural diversity, dyadic interviews, Denmark.

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 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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.565
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.001

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 head0.022
GPT teacher head0.443
Teacher spread0.420 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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

Citations0
Published2024
Admission routes1
Has abstractyes

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