Attaining full professor: Women’s and men’s experiences in medical education
Bibliographic record
Abstract
INTRODUCTION: The underrepresentation of women among senior faculty members in medical education is a longstanding problem. The purpose of this international qualitative investigation was to explore women and men's experiences of attaining full professorship and to investigate why women remain underrepresented among the senior faculty ranks. METHODS: Conducted within a social constructionist orientation, our qualitative study employed narrative analysis. Two female and two male participants working in medical education were recruited from five nations: Australia, Canada, the Netherlands, United Kingdom and United States. All participants held an MD or PhD. During telephone interviews, participants narrated the story of their careers. The five faculty members on the research team were also interviewed. Their narratives were included in analysis, rendering their experiences equal to those of the participants. RESULTS: A total of 24 full professors working in medical education were interviewed (n = 15 females and n = 9 males). While some aspects were present across all narratives (ie personal events, career milestones and facilitating and/or impeding factors), participants' experience of those aspects differed by gender. Men did not narrate fatherhood as a role navigated professionally, but women narrated motherhood as intimately connected to their professional roles. Both men and women narrated career success in terms of hard work and overcoming obstacles; however, male participants described promotion as inevitable, whereas women narrated promotion as a tenuous navigation of social structures towards uncertain outcomes. Female and male participants encountered facilitators and inhibitors throughout their careers but described acting on those experiences differently within the cultural contexts they faced. DISCUSSION: Our data suggest that female and male participants had different experiences of the work involved in achieving full professor status. Understanding these gendered experiences and their impact on career progression is an important advancement for better understanding what leads to the underrepresentation of women among senior faculty members in medical education.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".