Confidence-Accuracy Relationship in Mathematics

We examined middle school and university students' metacognitive accuracy in mathematics with six experiments. Results indicated good metacognitive accuracy, but also that common indices of metacognition may be negatively biased by guesses. This bias can lead to spurious correlations between performance and metacognitive accuracy and undetected true metacognitive capacities.