Evidence map›Paper›PMID 41462449›Full record

ArticleBMC medical education2025

Perspectives of final-year medical students in Singapore on clinical role models: a mixed methods study.

Isaac Ks Ng, Qin Xiang Ng, Wilson Gw Goh, Christopher Thong, Kevin Sh Teo, Desmond B Teo, Li Feng Tan, Gerald Choon-Huat Koh, Manjari Lahiri, Adrian Cl Kee

Abstract read
In one paragraph

Article in BMC medical education, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Isaac Ks Ng *Division of Rheumatology and Allergy, Department of Medicine, National University Hospital, Singapore, Singapore.ORCID http://orcid.org/0000-0002-1843-5948
Qin Xiang Ng *Saw Swee Hock School of Public Health, National University of Singapore, National University Health System, Singapore, Singapore.ORCID http://orcid.org/0000-0001-8561-2513
Wilson Gw GohDepartment of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Christopher ThongDepartment of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Kevin Sh TeoDepartment of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Desmond B TeoDepartment of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0000-0002-0252-7426
Li Feng TanDepartment of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0000-0003-1232-9308
Gerald Choon-Huat KohSaw Swee Hock School of Public Health, National University of Singapore, National University Health System, Singapore, Singapore.ORCID http://orcid.org/0000-0002-6453-6897
Manjari LahiriDivision of Rheumatology and Allergy, Department of Medicine, National University Hospital, Singapore, Singapore.ORCID http://orcid.org/0000-0002-3482-6017
Adrian Cl KeeDepartment of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore. Adrian_CL_Kee@nuhs.edu.sg.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundClinical role modelling is an essential part of medicine's "hidden curriculum", which deeply influences trainees' professional development. Yet, learners' perspectives of both positive and negative clinical role models remain less well-known.

methodsWe surveyed a cohort of final-year medical students in Singapore with a comprehensive questionnaire on role model profile, impact, and key attributes, with face and content validation performed as required. Specifically, our study adopted a mixed-methods approach, with collection of quantitative data on respondents' perceptions of positive and negative role models, and qualitative thematic analysis from free-text survey responses.

resultsMajority of role model encounters were with senior clinicians (registrar and above). Most students (> 75%) reported positive role model encounters in clinical settings, although one-third and one-half reported negative role model encounters in medical and surgical rotations respectively. Students highly rated the importance of role models across surveyed domains of personal/professional development. Core role model attributes identified largely pertained to interpersonal skills and professional conduct. Qualitative free-text thematic analysis revealed three major themes: (1) Role modelling humanity: compassion, patience and empathy, (2) Teaching as moral leadership: grounded confidence and professionalism in action, and (3) Negative role modelling: disrespect, humiliation, and their impact.

conclusionsMedical students placed great value on relational/interpersonal attributes (e.g. empathy, compassion, and professional conduct) in role modeling that forms an integral part of medicine's enduring hidden curriculum. Further qualitative studies to interrogate personal and real-world contextual factors that influence role modeling behaviors would be helpful to inform pedagogical and workplace-based interventions that foster positive clinical role modeling.

Indexed as

Attitude of Health PersonnelEducation, Medical, UndergraduateMentorsStudents, MedicalAdultClinical CompetenceCurriculumEmpathyFemaleHumansMaleProfessionalismQualitative ResearchSingaporeSurveys and QuestionnairesYoung AdultMedical educationMedical studentsRole model

Identifiers

PMID41462449
PMCPMC12866463

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.