Internationalisation of higher education: A critical analysis of the intercultural dimension of a visiting scholar programme
Bibliographic record
Abstract
This article reports the findings of a study on the intercultural dimension of internationalisation at two universities, located in China and Canada, as evidenced through their visiting scholar (VS) programme. Andreotti and her research team identified three articulations of internationalisation in higher education that are located in a modern/colonial imaginary. They propose a fourth articulation, relational trans‐localism, that is located outside the modern/colonial imaginary. As participants in the VS programme, we used critical ethnography and critical discourse analysis to investigate the influences of the modern/colonial articulations on the intercultural dimension of the program, and our attempts to develop practices outside the modern/colonial imaginary. Our findings show that although the programme was profoundly affected by neoliberal and liberal discourses, we achieved some success in creating spaces of relational trans‐localism. We conclude by identifying the factors that were enabling of these alternative spaces.
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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 | 0.013 | 0.018 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.004 | 0.003 |
| Science and technology studies | 0.015 | 0.034 |
| Scholarly communication | 0.011 | 0.006 |
| Open science | 0.002 | 0.008 |
| Research integrity | 0.002 | 0.005 |
| 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".