ArticlePerspectives on medical education2026
Phenotypes of Management Reasoning Struggle in Postgraduate Medical Education.
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.
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7 authors.
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Abstract
Purpose: Clinical reasoning struggles are a leading cause of remediation referrals in postgraduate medical education. Most remediation efforts, like much of the clinical reasoning literature, focus on diagnostic reasoning. Errors in management reasoning can have serious consequences for patients, yet no framework exists for recognizing how learners struggle in this domain or for guiding remediation when they do. Methods: We conducted a multi-institutional qualitative interview study within a constructivist paradigm using the critical incident technique to explore how postgraduate medical trainees struggle with management reasoning in clinical practice, how those struggles are recognized, and how programs respond. Participants were residency program directors and clinical competency committee chairs from U.S. internal medicine and pediatrics programs. Data were analyzed using a systematic cross-case approach to identify phenotypes of management reasoning struggle. Results: We interviewed 20 program directors and clinical competency committee chairs from 15 programs about 15 trainees remediated for management reasoning difficulties. Cross-case analysis identified four phenotypes: (1) Conclusion: These four phenotypes offer program leaders and frontline educators an empirically grounded vocabulary for recognizing patterns of management reasoning struggle earlier and designing more targeted support.
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