31 papers
This category explores how we train the next generation of healthcare professionals and improve the teaching methods used in medical schools. From new strategies for clinical skills to the integration of technology in classrooms, these studies examine what actually helps future doctors and nurses learn effectively. Because medical education evolves rapidly, staying current with fresh research is vital for educators and administrators alike.
Every new preprint in this collection is sourced directly from medRxiv. At Gist.Science, we process each incoming study to provide both a plain-language overview for general readers and a detailed technical summary for experts. This dual approach ensures that critical insights into pedagogy and curriculum design are accessible to everyone, regardless of their background.
Below are the latest papers in medical education, featuring the most recent findings on how we teach and learn in the health sciences.
PRIME-CVD is a freely available, synthetic medical environment that generates two distinct cardiovascular risk datasets from causal graphs and public statistics to enable safe, reproducible education in data cleaning, causal reasoning, and risk modelling without compromising patient privacy.
A 2025 study in Bamako, Mali, found that a five-day hybrid educational workshop significantly improved knowledge of male complications and screening acceptability among 174 youths aged 15–24 regarding genital chlamydia, though persistent stigma and limited partner communication highlight the need for sustained interventions.
This retrospective machine learning study of 661 medical students in the UAE reveals that while high school curriculum type is not a strong predictor of graduation success, cumulative GPA is the most influential factor, suggesting that targeted academic support and advanced predictive modeling are more effective for improving student outcomes than relying on prior educational backgrounds.
This study demonstrates that an open-weight LLM (LLaMA-3.1) can generate rubric-aligned formative feedback for resident scholarly projects that approaches expert human quality overall, particularly excelling in safety assessments and specific project types, though human evaluators generally maintain a slight edge in reasoning and trust.
This study demonstrates that a 10-week, internationally-accredited, online training program significantly enhances the core competencies of clinical trial coordinators across 19 African countries, particularly in operational and administrative domains, thereby addressing critical gaps in structured capacity building for clinical research in the region.
This study protocol outlines a randomized feasibility-controlled trial at a Swiss University of Applied Sciences to evaluate the implementation and impact of programmatic assessment, comparing individual and group coaching against a control group, within an undergraduate physiotherapy curriculum aimed at shifting from behaviorist to competence-based education.
This one-group pre-post quasi-experimental study demonstrates that a therapeutic communication educational module significantly improved the knowledge, confidence, and practical skills of nursing trainees in a low-resource setting in Kampala, Uganda.
A mixed-methods randomized trial in Rwanda demonstrated that an interprofessional eye health education intervention utilizing the Arclight diagnostic tool and simulation eyes significantly improved and sustained knowledge and skills among diverse healthcare students for up to 10 months, highlighting the effectiveness of collaborative pre-qualification training in resource-limited settings.
This paper reports on the development and user testing of "AskADD," an AI-driven tool designed to streamline academic career guidance and enhance transparency in promotion and tenure processes for over 2,800 clinical faculty members at the SingHealth Duke-NUS Academic Medical Center.
This mixed-methods study reveals that while stroke survivors and researchers generally rate AI-generated stroke information positively and find it comparable to traditional third-sector leaflets, clinicians remain more skeptical, highlighting the need to prioritize the perspectives of those with lived experience in developing future stroke resources.