Evidence map›Paper›PMID 42325425›Full record

ArticlePerspectives on medical education2026

Residents' Experiences with Personalized Learning in Postgraduate Training; Going Beyond Competency Based Medical Education.

Merel H de Heer, Efraïm J Hart, Fedde Scheele, Pim W Teunissen, Erik W Driessen

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

5 authors.

Merel H de HeerDepartment of education of the faculty of medicine, Vrije Universiteit, Amsterdam, the Netherlands.ORCID 0009-0007-6287-612X
Efraïm J HartDepartment of education of OLVG hospital, Amsterdam, the Netherlands.ORCID 0009-0001-7102-1015
Fedde ScheeleFaculty of sciences, Athena Institute, Vrije Universiteit, the Netherlands.ORCID 0000-0001-9593-257X
Pim W TeunissenMaastricht University, Maastricht, the Netherlands.ORCID 0000-0002-0930-0048
Erik W DriessenMaastricht University, Maastricht, the Netherlands.ORCID 0000-0001-8115-261X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Personalization is increasingly emphasized in postgraduate medical education. While competency-based medical education (CBME) is theoretically positioned to support personalization, practical challenges such as fixed learning outcomes, workplace constraints, time-fixed rotations, and assessment requirements, often limit its realization. This case study aimed to explore how residents experience and make use of individualized development trajectories within a program that combined fixed outcomes with flexible program components. Method: We conducted a case study using semi-structured interviews and template analysis. The study was situated in the Dutch national Obstetrics and Gynecology residency program, which includes formally embedded individualized development trajectories with open-ended learning goals and no pre-determined assessment. We interviewed 12 residents and discussed their portfolios. Results: All participants engaged in individualized development trajectories. The level of engagement varied and motivation sprang from: personal interest, moral values and dilemma's, clinical exposure, role models, and workplace possibilities. Three interacting factors enabled this: 1) formal program structure legitimized and fostered engagement; 2) time and workplace exposure allowed participants to recognize personally meaningful goals; 3) program directors' support facilitated engagement. Program directors varied in their guidance: some coached, endorsed, or role-modeled; others merely monitored activity; and a few did neither. Participants engaged with the individualized development trajectories, despite the absence of assessment. Conclusion: Structured autonomy, workplace exposure and personal motivation can support personalized learning in CBME. Personalization requires intentional design, supportive structures, trust towards residents, and coaching attuned to the individual learner.

Indexed as

Competency-Based EducationInternship and ResidencyLearningClinical CompetenceEducation, Medical, GraduateFemaleGynecologyHumansInterviews as TopicNetherlandsObstetricsQualitative Research

Identifiers

PMID42325425
PMCPMC13281732

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.