Toward reciprocity: host supervisor perspectives on international medical electives
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
CONTEXT: An increasing number of medical students are engaging in international medical electives, the majority of which involve travel from northern, higher-income countries to southern, lower-income countries. Existing research has identified benefits to students participating in these experiences. However, reports on the impacts on host communities are largely absent from the literature. OBJECTIVES: The current study aims to identify host country perspectives on international medical electives. METHODS: Questionnaires were delivered to a convenience sample of supervisors hosting international elective students (n = 39) from a Canadian medical school. Responses represented 22 countries. Conventional content analysis of the qualitative data was used to identify themes in host supervisor perspectives on the impact of international medical electives. RESULTS: Host country supervisors identified that in addition to the benefits realised by the elective students, supervisors and their institutions also benefited from hosting Canadian students. Although some host supervisors denied the occurrence of any harm, others expressed concern that international elective students may negatively impact the local community in terms of resource use and patient care. Host country supervisors also identified potential harms to travelling students including health risks and emotional distress. Ideas for improving international electives were identified and were largely centred around increasing the bidirectional flow of students by establishing formal partnerships between institutions. CONCLUSIONS: This research provides important insights into the impacts of international medical student electives from the perspective of host country supervisors. This research may be a starting point for further research and the establishment of meaningful partnerships that incorporate the self-identified needs of receiving institutions, especially those in lower-income settings.
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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 | 0.001 | 0.018 |
| 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) | 0.004 | 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 it