Leadership knowledge and behaviours: outcomes of a full-day leadership workshop focusing on personal growth in foundation doctors
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
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.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it