Implementation of competence by design in Canadian neurosurgery residency programs*
Notice bibliographique
Résumé
Objective The Royal College of Physicians and Surgeons of Canada (RCPSC) recently redesigned the Canadian neurosurgery residency training curriculum by implementing a competency-based model of training known as Competence by Design (CBD) centered around the assessment of Entrustable Professional Activities (EPAs). This sequential explanatory mixed-methods study evaluated potential benefits and pitfalls of CBD in Canadian neurosurgery residency education.Methods Two four-month interval surveys were distributed to all Canadian neurosurgery residents participating in CBD. The surveys assessed important educational components: CBD knowledge of key stakeholders, potential system barriers, and educational/psychological impacts on residents. Paired t-tests were done to assess changes over time. Based on longitudinal survey responses, semi-structured interviews were conducted to investigate in-depth residents’ experience with CBD in neurosurgery. The qualitative analysis followed an explanatory approach, and a thematic analysis was performed.Results Surveys had 82% average response rate (n = 25). Over time, most residents self-reported that they retrospectively understood concepts around CBD intentions (p = 0.02). Perceived benefits included faculty evaluations with more feedback that was clearer and more objective (53% and 51%). Pitfalls included the amount of time needed to navigate through EPAs (90%) and residents forgetting to initiate EPA forms (71%). There was no significant change over time. During interviews, five key themes were found. Potential solutions identified by residents to enhance their experience included learning analytics data availability, mobile app refinement, and dedicated time to integrate EPAs in the workflow.Conclusion This study was the first to assess resident-perceived benefits and pitfalls of the neurosurgery CBD training program in an educational framework context. In general, residents believed that theoretical principles behind CBD were valuable, but that technological ability and having enough time to request EPA assessments were significant barriers to success. Long-term studies are required to determine the definitive outcomes of CBD on residents’ performance and ultimately, on patient care.
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction distillée sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.
Scores Codex et Gemma par catégorie
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,001 | 0,001 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,000 | 0,000 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,007 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule tête enseignante, pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».