A Comprehensive Assessment of Current Methods for Measuring Metacognition 2025
Dobromir Rahnev’s 2025 Nature Communications study compares 17 task-based metacognition measures across large existing datasets, testing validity, precision, nuisance-variable dependence and reliability. Its central lesson is not that one metric wins, but that measurement choices carry different tradeoffs.