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Updated: Mar 8, 2026

Problem-Solving Before Instruction PS-I: A Protocol for Assessment and Intervention in Students with Different Abilities
Published on: September 11, 2021
Low performing students have insightfulness when they reflect-in-action
Mike Tweed1, Gordon Purdie1, Tim Wilkinson2
1School of Medicine and Health Sciences, University of Otago, Wellington, New Zealand.
Context:
Measuring appropriateness of certainty of responses in a progress test using descriptors authentic to practice as reflection-in-action builds on existing theories of self-monitoring. Clinicians making decisions require the ability to accurately self-monitor, including certainty of being correct. Inappropriate certainty could lead to medical error. Self-assessment and certainty of assessment performance have been measured in a variety of ways. Previous work has shown that those with less experience are less accurate in self-assessment, but such studies looked at self-assessment using methods less authentic to clinical practice. This study investigates how correctness varies with certainty, allowing for experience and performance.
Methods:
Students in Years 2-5 were certain of their responses to two iterations of a progress test during one calendar year. Analyses compared correctness for certainty of response, test number, student year cohort and performance level, defined by criterion scores.
Results:
The odds of a correct response increased with student certainty for all subsets allowing for year group and ability, including student subsets with less experience and subsets in lower-performance groups.
Conclusion:
Unlike previous work showing poorer accuracy of self-assessment for those with less experience or ability, we postulate that our finding of similar increases in correctness with increasing certainty even in the less experienced and lower performance groups, relates to certainty descriptors being worded in a way that is authentic to clinical practice, and in turn related to reflection-in-action.
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