The “5L” framework of diagnostic reasoning: A stepwise scaffold to support clinician educators

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Authors: Olivia Brumfield, Amal Mohamed, Shuhan He, Cory Rohlfsen
Cited by: 1
References: 14

Abstract

Diagnostic reasoning (DR) is a core clinical skill, yet its teaching remains variable. We introduce the "5L" framework as a bedside teaching scaffold that gives educators and learners a shared, stepwise set of prompts for DR during individual encounters. By asking, "What's Lethal? What's Likely? What's Logical? What's Lurking? and What's Lingering?, we use a clinical case to systematically illustrate its use in guiding probability assessment, diagnostic fit, uncertainty reduction, and shared decision-making. This theoretically informed framework aims to standardize DR instruction and improve integration of risk, probability, illness scripts, problem representation, uncertainty, and patient values. Future work should evaluate its impact on learning and patient outcomes.

Fields of Study & Subjects

Clinical Reasoning and Diagnostic Skills Innovations in Medical Education Simulation-Based Education in Healthcare

Publication details

Journal / source
Journal of Hospital Medicine
Publisher
Wiley
Volume
21
Issue
6
Pages
665–669
Publication date
3 April 2026
Language
EN