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Record W4413737961 · doi:10.1186/s12909-025-07792-6

A multifaceted early clinical experience course in internal medicine fosters motivation and professional growth from the perspective of first-year medical students

2025· article· en· W4413737961 on OpenAlexfundno aff
Eliška Potluková, Lynn Dubs, Sören Huwendiek, Elianne Kassi, Matthias von Rotz, Josephine Nehring, Samuel Etienne, Olivia Katharina Müller, Katharina Thies, Oliver Boss, Max Schuenemann, Martin Rohacek, Stefano Bassetti, Marten Trendelenburg, Michael Wilde, G. Voigt, Sonja Seelmann, Andrea Meienberg

Bibliographic record

VenueBMC Medical Education · 2025
Typearticle
Languageen
FieldMedicine
TopicInnovations in Medical Education
Canadian institutionsnot available
FundersUniversity of BernUniversity of OttawaUniversität Basel
KeywordsMedical educationCurriculumPerspective (graphical)Professional developmentPsychologyQualitative researchIdentity (music)Health careMedicinePedagogy

Abstract

fetched live from OpenAlex

BACKGROUND: Early clinical experience within a vertically integrated curriculum might contribute to the development of the desired competencies from the onset of studying medicine. However, most qualitative studies focused on the effects of early clinical experience on students were performed within a primary care setting in the second and third year of studies. Our aim was to explore, from the perspective of first-year medical students, the effects of an early clinical experience course in internal medicine within a tertiary hospital setting on their professional and personal development. METHODS: We used an inductive approach to conduct a conventional content analysis of 27 reflective writing reports written by first-year medical students after having completed a 60-hour early clinical experience course in the inpatient setting of a university hospital, comprising 48 h in the healthcare setting (primarily internal medicine and its subspecialties) and 12 h in team-building social events. Writing reports aimed to make students openly reflect on their course experience, elaborating on any aspect of perceived relevance. RESULTS: All 27 students invited to participate wrote a reflective report. We identified three themes with their respective categories of codes: (1) Professional growth, including formation of professional identity, dealing with emotions and experience with death; (2) Reinforcing motivation for further studies and work as a physician, including integration into medical studies, shaping a supporting environment and course as a highlight of the studies; and (3) Immersion into the medical field based on real-world exposure, including benefitting from early patient contact and exploration of the field of internal medicine. Throughout the reflective reports, role modelling appeared repeatedly as a driving element for the observed effects. CONCLUSIONS: Our findings suggest that, from the perspective of first-year medical students, participation in an early clinical experience course in internal medicine within a tertiary hospital setting positively influences their initiation into professional growth, motivation for further studies and work as physician, and immersion in the medical profession. Further studies are needed to better understand the underlying success factors of such courses.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.007
metaresearch head score (Gemma)0.017
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.007
Threshold uncertainty score0.039

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.017
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0040.004
Scholarly communication0.0050.001
Open science0.0010.008
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0030.000

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 head0.030
GPT teacher head0.457
Teacher spread0.427 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations1
Published2025
Admission routes1
Has abstractyes

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