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Record W7046413177

DEVELOPING INTERCULTURAL COMPETENCE IN CANADIAN HIGHER EDUCATION: EXPLORING STUDENT LEARNING EXPERIENCE IN CULTURALLY DIVERSE CLASSROOMS

2025· article· en· W7046413177 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity Library (University of Saskatchewan) · 2025
Typearticle
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsIntercultural competenceInternationalizationCurriculumCultural competenceIntercultural relationsCompetence (human resources)Cultural diversityIntercultural learning
DOInot available

Abstract

fetched live from OpenAlex

With the increasing prominence of internationalization and the growing diversity within higher education, intercultural competence is inevitably required. Intercultural competence, as one of the outcomes of internationalization, is incorporated in different forms within the internationalization strategies of universities. The primary research concern was that despite the importance of curriculum internationalization in developing intercultural competence, there is a lack of effective integration of this competence into the educational strategies of academic institutions. This thesis aimed to investigate the approaches by which the University of Saskatchewan facilitates the development of intercultural competence, emphasizing the perception and experience of intercultural competence among students. A qualitative research method was employed in this study, utilizing a case study approach with semi-structured interviews and document analysis. The collected data are coded and analyzed using NVivo 14 software. Based on the findings, the university has attempted to include concepts related to intercultural competence and internationalization, indirectly and rarely directly, in its collection of objectives for the organization; however, there was a lack of consistent emphasis on these concepts and a clear and concise strategy that can systematically guide the university practices towards them. Moreover, students' experience in the classrooms indicated some shortcomings in the formal curriculum for integrating international and intercultural elements, professors' unfamiliarity with the students' cultural background, and the lack of a systematic effort to integrate students into the classroom and the university, demonstrated the necessity of deliberate effort to deal with these deficiencies. The study highlighted broader implications for theory, practice, policy, and future research.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.602
Threshold uncertainty score0.981

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0200.000

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 head0.022
GPT teacher head0.235
Teacher spread0.213 · 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.

Study designObservational
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
Published2025
Admission routes1
Has abstractyes

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