Newly Arrived South Asian Students’ Experience with the Canadian Healthcare System
Bibliographic record
Abstract
In this article, we report on the experiences of newly arrived South Asian international students (undergraduate and graduate levels) with accessing healthcare services in a small town setting in British Columbia, Canada. The objective of the study was to better understand the barriers and facilitators of accessing healthcare services. We used a qualitative design with an exploratory approach and conducted 8 semi-structured interviews with South Asians students that had newly arrived in the city of Kamloops and had been enrolled at Thompson Rivers University (TRU) for less than 12 months. Findings included barriers such as needing more information during on campus orientation, inefficiencies of the healthcare system, and accessing healthcare service. Facilitators of accessing healthcare services included attending campus orientation, having a curiosity, and a social support system. These findings provide new knowledge regarding the barriers and facilitators of accessing healthcare in Canada. In order to better meet the needs of international students programs and services must be tailored to this unique group of students.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 teacher head, 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".