Identity Work: A Qualitative Study of Residents’ Experiences Navigating Identity Struggles
Bibliographic record
Abstract
Introduction: Medical training traditionally holds a deterministic view of professional socialization wherein many medical learners struggle to construct a professional identity. Previous research has demonstrated the dysfunctional norms and conflicting ideologies that create identity struggle, disproportionally affecting women and individuals underrepresented in medicine. Symbolic interactionism can help explain identity struggles, emphasizing the influence of socio-contextual factors on identity construction. The purpose of this study was to explore how residents navigate identity struggles during residency training. Method: We conducted a qualitative exploration of 12 residents in three specialties at three academic institutions in the United States. Participants engaged in rich picture drawings followed by one-on-one interviews. We coded transcript data and met regularly to identify themes related to residents' experiences with navigating professional identity struggles. Results: We identified three main themes on navigating identity struggles: the weight of identity work, the isolating nature of identity work, and the navigation that occurs with and against socio-contextual currents. Residents described identity work as navigation like a boat at sea. This work felt weighty and at times overwhelming and residents often felt unable to discuss their identity struggles with others. Residents utilized what agency they had to either navigate with the current, navigating towards acceptable-albeit imperfect-paths forward, or attempting to go against the current to forge new paths through resistance. Discussion: This study highlights how context enables and constrains identity construction, how contextual constraints can create dissonance between identities, and the considerable effort required to reconcile dissonance and construct professional identities. Training program adjustments, enhanced resident support, and cultural shifts are required to sustain residents' identity work. Medical professionals should engage in collective identity work to reimagine the profession's identity by addressing dysfunctional cultural norms.
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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 | 0.013 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".