Evidence map›Paper›PMID 42594286›Full record

ReviewJournal of evaluation in clinical practice2026

Re-Imagining Clinical Reasoning: An Updated Cognitive Framework for Real-World Medical Practice.

Isaac K S Ng, Valencia Long, Ainsley R Y B Lee, Manjari Lahiri, Christine J Ko, Daniel J Morgan, Tow Keang Lim

Abstract readReview
In one paragraph

Review in Journal of evaluation in clinical practice, 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

7 authors.

Isaac K S NgDivision of Rheumatology and Allergy, Department of Medicine, National University Hospital, Singapore, Singapore.ORCID https://orcid.org/0000-0002-1843-5948
Valencia LongDivision of Dermatology, Department of Medicine, National University Hospital, Singapore, Singapore.
Ainsley R Y B LeeDivision of Rheumatology and Allergy, Department of Medicine, National University Hospital, Singapore, Singapore.ORCID https://orcid.org/0000-0002-5896-2929
Manjari LahiriDivision of Rheumatology and Allergy, Department of Medicine, National University Hospital, Singapore, Singapore.ORCID https://orcid.org/0000-0002-3482-6017
Christine J KoDepartment of Dermatology, Yale School of Medicine, New Haven, Connecticut, USA.ORCID https://orcid.org/0000-0003-2270-2524
Daniel J MorganDepartment of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, USA.
Tow Keang LimDivision of Respiratory & Critical Care Medicine, Department of Medicine, National University Hospital, Singapore, Singapore.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Rational For decades, clinical reasoning has occupied a central place in the discourse of medical education, often generating extensive debate regarding its conceptual foundations and optimal pedagogical approaches. Despite the volume of scholarship, there remains little consensus. To date, conceptualisations of cognitive processes in clinical practice have largely centered around the conventional dual-process model, which dichotomises judgments on clinical problems in terms of intuitive ("fast") or analytical ("slow") processes. However, this conventional clinical reasoning framework has been increasingly critiqued for its limitations in construct validity and its restricted applicability to real-world clinical settings. In this article, we review the core domains of clinical reasoning to formulate a three-tiered expert intuitionist model that is more applicable in real-world medical practice. Specifically, we synthesise theories of skilled intuition, 4E theorem of mind-body-environment interactions, and higher-order metacognition to articulate a more ecologically valid understanding of how clinicians think in practice. We further discuss practical applications of this three-tiered clinical reasoning model in terms of medical educational and training pedagogy.

Indexed as

Clinical CompetenceClinical ReasoningCognitionEducation, MedicalIntuitionHumansMetacognitionClinical ReasoningIntuitionMedical Education

Identifiers

PMID42594286
PMCPMC13472497

What OpenQuestion holds

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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.