The Pertinence of a Culturally Relevant Pedagogy in Internationalized Higher Education
Bibliographic record
Abstract
The burgeoning process of internationalization of higher education has greatly transformed university classrooms with the presence of innumerous nationalities. Thus it is imperative that professors are well equipped to teach in such culturally diverse context while sustaining the goals of internationalization. Although a culturally relevant pedagogy has been widely used in many educational settings, including higher education, there is a paucity of studies looking for its pertinence in an internationalized context. Then, based on Gloria Ladson-Billings’ (1995) theoretical framework, this critical phenomenological study depicts the extent to which that approach is also pertinent for informing post-secondary teachers’ work with international students in modern days. Semi-structured interviews were conducted with ten experienced professors across different faculties at a mid-sized Canadian university. Findings reveal that this pedagogy is highly appropriate to illuminate professors’ practices, but this relevance also points to fundamental and urgent aspects that must be taken into consideration when aiming at a democratic and true internationalized education.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.008 | 0.009 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.010 | 0.028 |
| Scholarly communication | 0.010 | 0.003 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".