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Metacognition-related education in medical residency: a scoping review

This scoping review maps the heterogeneous landscape of metacognition-related education in medical residency, revealing a moderate but conceptually diverse body of literature concentrated in Internal Medicine and North America, while highlighting critical gaps in longitudinal trials, validated instruments, and global representation.

Original authors: Andres Felipe Yepes-Velasco, Dormar David Barrios, Leonardo Andres Gomez

Published 2026-10-06
📖 5 min read🧠 Deep dive

Original authors: Andres Felipe Yepes-Velasco, Dormar David Barrios, Leonardo Andres Gomez

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). ✨ This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

Every day, doctors make thousands of decisions, ranging from the routine to the life-or-death. For decades, the assumption was that expertise came simply from knowing more facts. However, research in cognitive psychology has revealed a different truth: the most skilled physicians are not just those with the largest libraries of knowledge, but those who can watch their own thinking in real time. This ability to understand and control one's own mental processes is called metacognition. It is the internal voice that asks, "Am I missing something?" or "Is my confidence in this diagnosis actually justified?" Closely related is the concept of self-regulated learning, where a learner sets goals, monitors their progress, and adjusts their strategies when things go wrong. In the high-stakes environment of medical training, where residents and fellows are learning to become independent practitioners, these skills are critical. Without them, even a brilliant doctor can fall into predictable traps, such as sticking to an initial hunch despite new evidence or failing to recognize when they do not know the answer.

A team of researchers set out to map the landscape of how these skills are currently being taught to doctors in training. They conducted a broad survey of the scientific literature, looking for any study that tried to improve how residents think about their own thinking. They searched five major databases, sifting through nearly five thousand records to find the most relevant work. After removing duplicates and checking the details of hundreds of full articles, they settled on ninety-two studies that met their strict criteria. These studies covered a wide range of medical specialties and countries, but they all shared a common thread: an attempt to measure or teach the mental habits that lead to better clinical reasoning.

The researchers found that the field is growing but remains somewhat scattered. The majority of the studies came from North America, with the United States and Canada accounting for three-quarters of the total. In terms of medical specialties, internal medicine was the most common focus, followed by pediatrics and family medicine. This geographic and specialty concentration suggests that while the idea of teaching doctors to think about their thinking is gaining traction, it has not yet spread evenly across the globe or across all areas of medicine. The studies themselves varied widely in how they were designed. Only a small fraction were rigorous randomized trials, where participants are randomly assigned to different teaching methods to see which works best. Instead, most were observational studies, reports of new educational programs, or qualitative research that explored how residents experienced these training methods. This mix indicates that while many educators are experimenting with new ways to teach metacognition, the field has not yet produced a large body of definitive proof regarding which specific methods work best.

When the researchers organized these studies by the type of mental activity they targeted, a clear pattern emerged. The most common focus was on calibration, which is the process of aligning a doctor's confidence with their actual accuracy. Many studies tried to help residents realize when they were overconfident or underconfident in their diagnoses. The next most frequent areas were monitoring, where residents learn to watch their own thinking while they work, and reflection, where they look back on their decisions after the fact. Planning interventions, which involve setting goals before a task begins, were also present but less common. Interestingly, very few studies were purely about measuring these skills without trying to change them. This suggests that the field is currently driven more by the desire to improve performance than by the need to simply understand the current state of affairs.

Despite the enthusiasm for these educational tools, the review highlighted significant gaps. There is a shortage of long-term studies that track whether these training methods actually lead to better patient outcomes over time. Many of the tools used to measure metacognition were originally designed for students in general academic settings, not for the complex, high-pressure environment of a hospital. Furthermore, the language used to describe these concepts is often inconsistent, with terms like "self-regulation," "reflection," and "metacognition" sometimes used interchangeably, making it difficult to compare results across different studies. The researchers noted that certain specialties, such as psychiatry and radiology, were largely absent from the literature, leaving a blind spot in our understanding of how these skills function in different medical contexts.

The ultimate conclusion of this work is that the foundation for teaching doctors to master their own thinking is being laid, but the structure is not yet complete. The evidence suggests that while educators are actively trying to build these skills into residency programs, the methods are diverse and the proof of their long-term effectiveness is still emerging. The map created by this review serves as a guide for the future, pointing researchers toward the areas that need more rigorous testing, such as long-term randomized trials and the development of tools specifically designed for clinical practice. Until these gaps are filled, the medical community will continue to rely on a patchwork of promising ideas rather than a single, proven standard for training the next generation of expert physicians.

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