A Framework for Understanding International Medical Graduate Challenges During Transition Into Fellowship Programs
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Bibliographic record
Abstract
BACKGROUND: Previous studies have highlighted unique needs of international medical graduates (IMG) during their transition into medical training programs; however, limited data exist on IMG needs specific to fellowship training. PURPOSES: We conducted the following mixed-method study to determine IMG fellow training needs during the transition into fellowship training programs in psychiatry and surgery. METHODS: The authors conducted a mixed-methods study consisting of an online survey of IMG fellows and their supervisors in psychiatry or surgery fellowship training programs and individual interviews of IMG fellows. The survey assessed (a) fellows' and supervisors' perceptions on IMG challenges in clinical communication, health systems, and education domains and (b) past orientation initiatives. In the second phase of the study, IMG fellows were interviewed during the latter half of their fellowship training, and perceptions regarding orientation and adaptation to fellowship in Canada were assessed. Survey data were analyzed using descriptive and Mann-Whitney U statistics. Qualitative interviews were analyzed using grounded theory methodology. RESULTS: The survey response rate was 76% (35/46) and 69% (35/51) for IMG fellows and supervisors, respectively. Fellows reported the greatest difficulty with adapting to the hospital system, medical documentation, and balancing one's professional and personal life. Supervisors believed that fellows had the greatest difficulty with managing language and slang in Canada, the healthcare system, and an interprofessional team. In Phase 2, fellows generated themes of disorientation, disconnection, interprofessional team challenges, a need for IMG fellow resources, and a benefit from training in a multicultural setting. CONCLUSIONS: Our study results highlight the need for IMG specific orientation resources for fellows and supervisors. Maslow's Hierarchy of Needs may be a useful framework for understanding IMG training needs.
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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 | 0.008 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.003 |
| Insufficient payload (model declined to judge) | 0.000 | 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