ReviewMedical education2025
We should nudge clinicians and trainees to participate in health professions education programmes.
Review in Medical education, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
2 citing papers in PubMed.
- Association Between External Training and Self-Reported Competence Improvement Among County Hospital Healthcare Providers: A Cross-Sectional Study from China.Healthcare (Basel, Switzerland) · 2026Article
- We should nudge clinicians and trainees to participate in health professions education programmes.Medical education · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Health Professional Education (HPE) programmes, such as mentorship, are widely regarded as being advantageous to the personal and professional development of clinicians and trainees. Involvement in a mentoring relationship is associated with positive outcomes for both mentees and mentors, including improved career preparation, increased career success, higher job satisfaction and reduced risk of burnout. Despite these data, a minority of trainees report having a mentor. In this Cross-Cutting Edge article, the authors focus on an impediment to participation in HPE programmes that they feel are both highly prevalent and modifiable: habit. Taking the example of mentorship, they use dual processing as their theoretical framework and describe how we use both System 1 and System 2 processing to make decisions that, in turn, promote habitual and goal-directed actions, respectively. The authors discuss the relationship between habitual and goal-directed actions and suggest that habits can both facilitate and hinder our goals. Drawing on the clinical literature on adherence to clinical practice guidelines, they describe how habits and contextual factors can interfere with clinical goals and how manipulating the clinical environment can move behaviour in the desired direction. They then branch into behavioural economics to describe the features of a nudge (and a sludge) and review the literature on the effectiveness of this type of intervention - including potential ethical concerns around the use of nudges as behavioural interventions. Using the MINDSPACE mnemonic/framework they suggest different types of transparent and non-transparent nudges that could be used to increase participation in mentorship. Recognizing that mentorship is complex and the impact of a single nudge on behaviour may be ineffective or wane over time, the authors propose a process of ongoing programme evaluation and quality improvement that could help create and maintain a culture of mentorship and that can also be applied to other HPE programmes.
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Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.