Hands on: is there an association between doing procedures and job satisfaction?
Notice bibliographique
Résumé
OBJECTIVE: To determine whether there is a relationship in family medicine between higher overall job satisfaction and doing a wider range of procedures. DESIGN: Secondary analysis of a population survey (mailed questionnaire) using multiple regression analysis. SETTING: Canadian family practices. PARTICIPANTS: Family physicians who responded to the 2001 National Family Physician Workforce Survey conducted by the College of Family Physicians of Canada and whose main practice settings were private offices or clinics, community clinics, community health centres, or academic family medicine teaching units. MAIN OUTCOME MEASURES: Family physicians' overall job satisfaction. The predictor variable was range of procedures performed, defined as the variety of procedures done by family physicians. Eight potential confounding variables were examined: age; sex; solo versus group practice; population served by practice (urban, semiurban, rural); number of medical services offered; teaching (yes, no); constraints to medical care services; and the balance of physicians' personal and professional commitments. RESULTS: Of 19,762 physicians who responded to the question on job satisfaction, 15.8% were dissatisfied, 54.3% were moderately satisfied, and 29.8% were very satisfied overall. In multiple regression analysis, when controlling for confounding variables, the range of procedures done by family physicians was significantly associated with overall job satisfaction (P = .0001). The larger the range of procedures, the more satisfied the physician. The percentage of those very satisfied ranged from 28.1% for family physicians who did only a few procedures (0 to 4) to 33.5% for those who did 10 or more procedures. Greater satisfaction was reported by very young and very old male physicians, those in solo practice, rural physicians, teachers, those who had fewer constraints to medical care services, and those who thought their balance of personal and professional commitments was about right. CONCLUSION: Family physicians might improve their overall job satisfaction by increasing the range of procedures they do. This modest association has not been described previously.
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 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 | 0,001 | 0,009 |
| 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 | 0,000 | 0,001 |
| Communication savante | 0,001 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,001 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,006 | 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 ».