Evidence map›Paper›PMID 41671726›Full record

ArticlePatient education and counseling2026

Shame among medical learners: An uncertainty-focused conception.

Paul K J Han, Margrethe Schaufel, Edvin Schei

Abstract read
In one paragraph

Article in Patient education and counseling, 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
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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

3 authors.

Paul K J HanDivision of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, USA. Electronic address: paul.han@nih.gov.
Margrethe SchaufelDepartment of Clinical Medicine, University of Bergen, Bergen, Norway; Department of Thoracic Medicine, Haukeland University Hospital, Bergen, Norway; Regional Centre of Excellence for Palliative Care, Western Norway, Bergen, Norway.
Edvin ScheiDepartment of Global Health and Primary Care, University of Bergen, Bergen, Norway.

Funding

Intramural NIH HHS Z99 CA999999
6 · The paper itself

Abstract

objectiveTo analyze the nature and etiology of shame, a common problem that diminishes the well-being of learners and clinicians in medical education and practice, and to explore the relationship between shame and medical uncertainty. DISCUSSION: We draw upon various theoretical insights on both shame and uncertainty, and argue that shame is ultimately a product of uncertainty and its transformation by medical learners. We argue that this transformation involves two key processes. The first is a personalization of uncertainty-i.e., a transformation of medical uncertainties focused on clinical care into personal uncertainties focused on one's self-worth. The second is a resolution of personal uncertainty-i.e., a transformation of personal uncertainties about one's self-worth into personal certainties about one's lack of self-worth. These key processes linking medical uncertainty to shame suggest that shame might be prevented or mitigated by targeted interventions aimed at 1) depersonalizing medical uncertainties, 2) helping learners maintain their personal uncertainties, rather than resolving them in self-destructive ways, and 3) making uncertainty and its management a more central, explicit focus of medical training.

conclusionsMedical uncertainty has a central, paradoxical relationship to shame among medical learners-representing both a source of the problem and a potential solution. Key processes that lead from uncertainty to shame represent potential targets for interventions to prevent and mitigate shame among medical learners, and fruitful directions for future research.

Indexed as

Education, MedicalLearningSelf ConceptShameStudents, MedicalAdaptation, PsychologicalHumansUncertaintyMedical educationMedical uncertaintyPersonal uncertaintyShame

Identifiers

PMID41671726
PMCPMC12919643

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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.