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Record W4404244676 · doi:10.5334/pme.1549

Identity Work: A Qualitative Study of Residents’ Experiences Navigating Identity Struggles

2024· article· en· W4404244676 on OpenAlexaff
Adam P. Sawatsky, Caroline L. Matchett, Frederic W. Hafferty, Sayra Cristancho, William E. Bynum, Jonathan S. Ilgen, Lara Varpio

Bibliographic record

VenuePerspectives on Medical Education · 2024
Typearticle
Languageen
FieldMedicine
TopicInnovations in Medical Education
Canadian institutionsWestern University
FundersNational Center for Advancing Translational Sciences
KeywordsIdentity (music)Qualitative researchWork (physics)Medical educationSociologyMedicinePsychologySocial scienceEngineeringAestheticsArt

Abstract

fetched live from OpenAlex

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.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.013
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.030
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.013
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.039
GPT teacher head0.496
Teacher spread0.457 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations14
Published2024
Admission routes1
Has abstractyes

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