Evidence map›Paper›PMID 42145915›Full record

ArticlePerspectives on medical education2026

A Chameleon and a Sponge: A Qualitative Study on Adaptability in Undergraduate Clinical Medical Students.

Mattias Theys, Daniëlle M L Verstegen, Pim W Teunissen, Emmaline E Brouwer

Abstract read
In one paragraph

Article in Perspectives on medical education, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

4 authors.

Mattias TheysDepartment of Educational Development and Research, School of Health Professions Education (SHE), Maastricht University, Maastricht, The Netherlands.ORCID 0000-0001-5291-3707
Daniëlle M L VerstegenDepartment of Educational Development and Research, School of Health Professions Education (SHE), Maastricht University, Maastricht, The Netherlands.ORCID 0000-0001-6811-175X
Pim W TeunissenSchool of Health Professions Education (SHE), Maastricht University, Maastricht, The Netherlands.ORCID 0000-0002-0930-0048
Emmaline E BrouwerDepartment of Educational Development and Research, School of Health Professions Education (SHE), Maastricht University, Maastricht, The Netherlands.ORCID 0000-0002-3029-2572

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Adaptability is the capacity to make appropriate responses to changed or changing situations. Whereas clinicians' adaptability is framed as a vital part of adaptive expertise, clinical medical students may be adaptable even when they are not yet experts. Investigating this early-stage adaptability can reveal how adaptive expertise first begins to take shape. This study examines how undergraduate medical students experience and enact adaptability during their clerkship rotations. Methods: Through 20 semi-structured interviews with clinical medical students from two universities, in Belgium and The Netherlands, this qualitative study explores how students perceive and demonstrate adaptability. Results: The study identifies two domains in which students' adaptability takes shape: their role as future doctors and their role as learners. In these two domains adaptability functions as both a means to navigate clinical complexity and as a process of professional growth. Results highlight a duality: students need adaptability to thrive during rotations while simultaneously engaging in a process of further developing their adaptability. Discussion: The ongoing interaction between being adaptable and developing adaptability plays a crucial role in clinical education. Previous research shows that adaptive expertise helps explain how learners turn their experiences of adaptability, central to this study, into skills that support their ongoing professional growth. By making visible how students act and develop adaptability in everyday practice, our findings guide reflection on the implications for clinical education and the build of the foundation of later adaptive expertise.

Indexed as

Adaptation, PsychologicalStudents, MedicalBelgiumClinical ClerkshipClinical CompetenceEducation, Medical, UndergraduateFemaleHumansInterviews as TopicNetherlandsQualitative Research

Identifiers

PMID42145915
PMCPMC13178604

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.