Accuracy of self‐monitoring: does experience, ability or case difficulty matter?

Abstract

Context The ability to self‐monitor one's performance in clinical settings is a critical determinant of safe and effective practice. Various studies have shown this form of self‐regulation to be more trustworthy than aggregate judgements (i.e. self‐assessments) of one's capacity in a given domain. However, little is known regarding what cues inform learners’ self‐monitoring, which limits an informed exploration of interventions that might facilitate improvements in self‐monitoring capacity. The purpose of this study is to understand the influence of characteristics of the individual (e.g. ability) and characteristics of the problem (e.g. case difficulty) on the accuracy of self‐monitoring by medical students. Methods In a cross‐sectional study, 283 medical students from 5 years of study completed a computer‐based clinical reasoning exercise. Confidence ratings were collected after completing each of six cases and the accuracy of self‐monitoring was considered to be a function of confidence when the eventual answer was correct relative to when the eventual answer was incorrect. The magnitude of that difference was then explored as a function of year of seniority, gender, case difficulty and overall aptitude. Results Students demonstrated accurate self‐monitoring by virtue of giving higher confidence ratings (57.3%) and taking a shorter time to work through cases (25.6 seconds) when their answers were correct relative to when they were wrong (41.8% and 52.0 seconds, respectively; p< 0.001 and d > 0.5 in both instances). Self‐monitoring indices were related to student seniority and case difficulty, but not to overall ability or student gender. Conclusions This study suggests that the accuracy of self‐monitoring is context specific, being heavily influenced by the struggles students experience with a particular case rather than reflecting a generic ability to know when one is right or wrong. That said, the apparent capacity to self‐monitor increases developmentally because increasing experience provides a greater likelihood of success with presented problems.