ArticleMedical science educator2023
Role Modeling in Medical Education: A Twenty-First Century Learner's Perspective.
Article in Medical science educator, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 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
4 citing papers in PubMed, 7 citations in OpenAlex.
- Undergraduate nursing students' experiences with evidence-based practice during clinical internship: a qualitative study.BMC nursing · 2026Article
- Evaluating the Impact of Role Models on Medical Learners: A Multi-Generational Analysis.Advances in medical education and practice · 2026Article
- Role models in medicine and beyond: a survey study exploring the relationship between role models, academic performance and sense of belonging.BMC medical education · 2025Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Traditional role modeling is a complex process of observation and emulation delivered by experienced senior physicians with an unknown outcome. Role modeling through organized modalities has been utilized as an educational tool in medical school for years. However, effects of parenting, near peers, gender, race, and social media on role modeling in medical education have not been well characterized yet play a significant role in the development of modern clinicians. The aim of this paper is to encourage students as future medical and clinical educators through an in-depth analysis of role modeling, with the goal of improving their "role modeling consciousness."
Indexed as
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.