Recruitment and retention of physicians in rural Alberta: the spousal perspective
Notice bibliographique
Résumé
INTRODUCTION: The overall geographic distribution of physicians in Canada, including Alberta, is misaligned with the population distribution. Some strategies, such as debt repayment, are currently in practice to increase recruitment and retention of physicians in rural locations. Of the factors influencing choice of practice location, 'spousal influence' is considered to play a significant role in recruitment and retention of physicians in literature. Most studies have focused on the physicians' perspective of their spouses' influence on staying in a rural location. This study is unique as it approaches rural recruitment and retention from the perspective of the physician spouse. METHODS: The physician population for this study consisted of doctors practicing in rural southern Alberta. Participants were recruited via an email invitation and were invited to complete an online survey. The survey collected information regarding physician demographics and some relationship characteristics. The email invitation also contained a link to a second survey specific to the physician spouse or partner, asking a similar panel of questions. Physicians were asked to request their spouse or partner to complete this survey. Semi-structured interviews were conducted for those who consented to be contacted for interviews. RESULTS: Descriptive statistical analysis of the survey data was carried out. Thematic analysis of the qualitative interview data was conducted and was organized into three sections. The first and second sections present the personal experiences of rural recruitment and rural retention. The third section presents recommendations made by physicians and spouses to improve these processes. Specific interview quotes led the authors to derive themes under each section. CONCLUSIONS: The results of this study raise the voice and profile of the spouse in the process of rural recruitment and retention. In this study, the spouses of Canadian medical graduates were a positive influence in rural recruitment and retention, while the spouses of international medical graduates were generally less supportive of a rural lifestyle. Considerations to accommodate the educational, professional and cultural needs of the physician spouse must be incorporated into policy if large areas of underserved rural communities will continue to rely on international recruitment.
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Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,006 | 0,013 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,010 | 0,003 |
| Communication savante | 0,003 | 0,001 |
| Science ouverte | 0,001 | 0,002 |
| Intégrité de la recherche | 0,001 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,004 | 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 source (Gemma direct ou Codex distillé), 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 ».