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Record W4410089134 · doi:10.1136/leader-2024-001062

Leadership knowledge and behaviours: outcomes of a full-day leadership workshop focusing on personal growth in foundation doctors

2025· article· en· W4410089134 on OpenAlexaff
Claudia Juliette Jansen van Vuuren, S.A. Sathananthan, Dina Hamalis, James Fenwick, Ankur Thapar, Shiva Dindyal

Bibliographic record

VenueBMJ Leader · 2025
Typearticle
Languageen
FieldMedicine
TopicInnovations in Medical Education
Canadian institutionsNetwork for Business Sustainability
Fundersnot available
KeywordsLikert scalePsychologyFoundation (evidence)Test (biology)Leadership developmentMedical educationExperiential learningLeadershipLeadership styleFocus groupMedicineSocial psychologyPedagogyPublic relationsPolitical scienceDevelopmental psychology

Abstract

fetched live from OpenAlex

BACKGROUND: Effective clinical leadership is required at every level, including in Foundation doctors. Most leadership programmes neglect self-awareness and personal growth aspects of leadership training. We modified the Basildon Leadership Hub to focus on these aspects and evaluated the new programme. METHODS: Large group sessions were led by speakers with varied leadership roles, interspersed by breakout sessions incorporating experiential and reflective learning. Attendees answered anonymous surveys before, immediately after, and 2 months after the workshop, with 5-point Likert-scale responses (1=strongly disagree to 5=strongly agree) designed around reaction, knowledge and behaviour levels of evaluation. We assessed differences in median responses using the Mann-Whitney U test with Bonferroni-Holm correction. RESULTS: The full-day workshop was attended by 27 trainees, 93% of whom considered it enjoyable and relevant. Attendees agreed more strongly to the statements 'I am a leader' and 'I know how I can demonstrate and develop my own leadership knowledge, skills and behaviours' in postcourse versus precourse surveys (p<0.001). The follow-up survey had a poor response rate of 26% with non-significant differences. CONCLUSION: A full-day leadership workshop for Foundation doctors focusing on personal growth resulted in improvement in self-assessed precourse and postcourse knowledge and attitudes; however, poor follow-up response rate limited demonstration of sustained outcomes or changes in behaviour.

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)0.004
metaresearch head score (Gemma)0.013
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.023

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.013
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.148
GPT teacher head0.412
Teacher spread0.264 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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