Perceptions and reflections of early graduates of the first emergency medicine residency program in Ethiopia: A qualitative study
Bibliographic record
Abstract
INTRODUCTION: A bi-institutional partnership between physicians at Addis Ababa University, Ethiopia and the University of Toronto, Canada led the development and implementation of a novel emergency medicine (EM) postgraduate training program at Addis Ababa University (AAU). Subsequently, the first three cohorts of trainees were invited to participate in the evaluation of the curricular components devised and delivered by Toronto EM physicians as part of the Toronto Addis Ababa Academic Collaboration in EM (TAAAC-EM). We sought to characterise the strengths and weaknesses of the curriculum to improve it for future trainee cohorts. METHODS: This curriculum assessment used semi-structured, in-depth individual interviews to evaluate components of the TAAAC-EM program curriculum. Interviews were conducted with a purposive sampling of graduates from the first three cohorts of the TAAAC-EM program. RESULTS: Twelve participants were interviewed. The following themes were identified; The TAAAC-EM program built a novel EM culture at AAU and shifted teaching from didactic to learner-centered strategies where teachers serve as role models; The curriculum content of the EM resident program, including didactic and practical sessions, was well received by the graduates interviewed; Challenges identified included lack of continuity in training, and difficulties transitioning to practice in a locally nascent field; Participants evaluated the TAAAC-EM program model as very positive overall, and supported replicating the model by expanding within Ethiopia and beyond. CONCLUSIONS: The challenges identified in the program, including lack of continuity of clinical teaching and meeting the local educational resource needs of new graduates, helped inform program adaptations and improvements. TAAAC-EM, currently in its eleventh year, is now focused on transitioning full teaching responsibilities to local faculty and continuing to support a positive EM teaching culture. We believe that this thriving partnership can serve as a model for future north-south and south-south collaborations in postgraduate medical education.
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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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".