Career development of international medical graduates in Canada: status of the unmatched
Notice bibliographique
Résumé
With limited residency positions, the majority of international medical graduates living in Canada and other developed countries cannot work as physicians. The educational experience and career development of unmatched international medical graduates (those who are not matched to a residency position) residing in Canada have never been studied. Through an innovative collaboration of provincial international medical graduate organizations, we launched an online survey targeting the career development of unmatched international medical graduates, with 356 survey responses entering data analysis. Respondents reported that at the early career planning stage, close to a third had not had adequate knowledge of their career prospects in Canada. Although official resources are available, most respondents found that the information did not match well with reality. After arriving in Canada, educational resources for unmatched international medical graduates are scarce. The majority of them work in healthcare-related fields but reported significant difficulties finding these positions, and there were limited career training opportunities. Among respondents who were no longer pursuing residency positions and had moved on to alternate career paths, we found, unexpectedly, that 69% of them reported previous residency application experience did not contribute to their current occupation, and most were not satisfied with their current career status and continuing education opportunities. In conclusion, the unmatched international medical graduates could serve as a vital reservoir of skilled medical professionals to serve the community, especially during public health crises. Continuing education and career support of unmatched international medical graduates are crucial for their career development and should be an area of priority for policymakers. Career support, especially for alternative career paths, can be built on the current services that exist in most provinces in Canada. In addition, novel online and social media tools can be utilized to increase the outreach of these programs.
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 | 0,000 |
| 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 | 0,001 | 0,001 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,001 | 0,001 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,000 | 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 ».