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Record W4394932100 · doi:10.5334/pme.1185

Alienation in the Teaching Hospital: How Physician Non-Greeting Behaviour Impacts Medical Students’ Learning and Professional Identity Formation

2024· article· en· W4394932100 on OpenAlexaff
Eivind Alexander Valestrand, Beth Whelan, Knut Eirik Eliassen, Edvin Schei

Bibliographic record

VenuePerspectives on Medical Education · 2024
Typearticle
Languageen
FieldMedicine
TopicInnovations in Medical Education
Canadian institutionsMemorial University of Newfoundland
Fundersnot available
KeywordsThematic analysisPsychologyMedical educationNorwegianIdentity (music)Focus groupMedicineQualitative researchSociology

Abstract

fetched live from OpenAlex

Introduction: Clinical workplaces offer unrivalled learning opportunities if students get pedagogic and affective support that enables them to confidently participate and learn from clinical activities. If physicians do not greet new students, the learners are deprived of signals of social respect and inclusion. This study explored how physicians’ non-greeting behaviour may impact medical students’ participation, learning, and professional identity formation in clinical placements. Methods: We analysed 16 senior Norwegian medical students’ accounts of non-greeting behaviours among their physician supervisors in a reflexive thematic analysis of focus group interview data. Results: The main themes were: A) Descriptions of non-greeting. Not being met with conduct signalling rapport, such as eye contact, saying hello, using names, or introducing students at the workplace, was perceived as non-greeting, and occurred across clinical learning contexts. B) Effects on workplace integration. Non-greeting was experienced as a rejection that hurt students’ social confidence, created distance from the physician group, and could cause avoidance of certain workplace activities or specific medical specialties. C) Impact on learning. Non-greeting triggered avoidance and passivity, reluctance to ask questions or seek help or feedback, and doubts about their suitability for a medical career. Conclusion: Medical students’ accounts of being ignored or treated with disdain by physician superiors upon entering the workplace suggest that unintended depersonalising behaviour is ingrained in medical culture. Interaction rituals like brief eye contact, a nod, a “hello”, or use of the student’s name, can provide essential affective support that helps medical students thrive and learn in the clinic.

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)0.005
metaresearch head score (Gemma)0.014
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.510
Threshold uncertainty score0.994

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.014
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0000.000

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 head0.009
GPT teacher head0.411
Teacher spread0.401 · 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 designObservational
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

Citations11
Published2024
Admission routes1
Has abstractyes

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