A139 CANADIAN GASTROENTEROLOGY CAREER PATHWAY EXPERIENCES: A GENDER DIVIDE UNDER EXAMINATION
Notice bibliographique
Résumé
Abstract Background The number of Canadian gastroenterologists has been on the rise in the last 20 years but female representation has stayed disproportionately low (30%). Gastroenterology has remained a male dominated subspecialty despite research showing as early as 1990’s that systemic gender-based barriers exist. Aims To determine whether GI career profiles differ between male and female gastroenterologists and understand barriers to career advancement related to gender in order to help shape future interventions to counteract these issues. Methods A 51-question survey was disseminated to gastroenterologists practicing in Canada. Using provincial College of Physicians and Surgeons websites, an electronic survey was sent to GIs with email addresses and a paper copy to those with fax numbers. The Canadian Association of Gastroenterology sent our survey link in their September 2019 membership email. The survey included questions pertaining to personal, professional, financial and practice characteristics of participants. Data was analyzed using SAS statistical program, and descriptive analysis with 95% confidence intervals was used to compare proportions of men and women. Nonparametric tests were used for continuous data. Qualitative thematic analysis was applied for short answer responses. Results Total 98 responses received (14.7% response rate) with 35% female respondents. Majority had adult, urban practices (86%) but males reported significantly more endoscopy time (42% v. 30%) vs. females who spent more time on research (23% v. 10%). Men were more likely to be married and have children than females. Women were more likely to not only have to choose between their marriage and their career, but more chose marriage compared to men specifically taking time off for maternity or childcare needs. Men were more likely to leave childcare predominantly to their spouse whereas women were more likely to share responsibility of childcare with spouse and hired help. Even after adjusting for age, males earned a significantly higher income than females (>$100,000 difference). 40% of men reported a salary over $600,000, compared to only 4% of women. Several gender-based biases were cited by females during their staff GI career: receiving less recognition for their work, challenging relationships with senior colleagues and support staff, inferior promotion opportunity, more difficulty publishing research and having their competency challenged by peers. Conclusions This survey shows that there are still many differences in the Canadian GI career pathway experience based on gender. Female GIs are disproportionately negatively affected in their clinical and academic practices, renumeration and work-life balance. Understanding these disparities is the first step towards remedying gender inequality in GI workplace culture. Funding Agencies None
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 | 0,004 | 0,008 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,000 |
| Bibliométrie | 0,003 | 0,005 |
| Études des sciences et des technologies | 0,023 | 0,004 |
| Communication savante | 0,006 | 0,002 |
| Science ouverte | 0,002 | 0,004 |
| Intégrité de la recherche | 0,001 | 0,002 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,011 | 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 ».