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Record W2970034987 · doi:10.1111/medu.13945

Medical student strategies for actively negotiating hierarchy in the clinical environment

2019· article· en· W2970034987 on OpenAlexafffund
Meredith Vanstone, Lawrence Grierson

Bibliographic record

VenueMedical Education · 2019
Typearticle
Languageen
FieldMedicine
TopicInnovations in Medical Education
Canadian institutionsMcMaster University
FundersMcMaster University
KeywordsNegotiationGrounded theoryMedical educationHierarchyAgency (philosophy)PsychologyLearning environmentPower (physics)PedagogyQualitative researchMedicineSociology

Abstract

fetched live from OpenAlex

CONTEXT: Medical learning takes place in an extremely hierarchical environment. Medical students may struggle to understand how to succeed in such a rule-bound environment that leaves them vulnerable to the influences of social power. This study explores how medical students experience the clinical learning environment from their low-status positions in the social hierarchy. METHODS: Using constructivist grounded theory, we collected 88 hours of observation and 13 interviews with medical students completing clinical clerkships. Data collection focused on students' interactions with their supervisors, colleagues and other staff members as they completed the core rotations of their clinical clerkships. Data analysts used a constant comparative approach to remain alert to the different ways in which medical students experienced and responded to social power used by their supervisors and colleagues. RESULTS: We describe a cyclical theory of how medical students appraised the environment, the needs and preferences of their supervisors and their personal resources in order to select and enact a strategy for interacting. They used these strategies when in the presence of supervisors, but also when supervisors were absent in preparation for the next interaction. The ways in which medical students chose and employed these strategies reflect a significant use of social and cognitive resources. CONCLUSIONS: Power is an important component of the social culture of clinical learning environments; understanding the ways in which medical students experience and react to power can help educators, learners and administrators optimise learning opportunities. Medical education increasingly encourages students to exercise agency in seeking feedback and directing their own learning; this may be particularly challenging for students who cannot interpret social cues well, and those who lack social capital.

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)0.006
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.726
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.028
GPT teacher head0.448
Teacher spread0.420 · 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

Citations67
Published2019
Admission routes2
Has abstractyes

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