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Updated: Jun 6, 2025

Recording Behavioral Responses to Reflection in Crayfish
Published on: May 14, 2010
Cognitive reflection is a distinct and measurable trait
Andrew Meyer1, Yigal Attali2, Maya Bar-Hillel3
1Marketing Department, The Chinese University of Hong Kong Business School, Ma Liu Shui, Hong Kong.
None:
We report the findings of an adversarial collaboration examining whether the cognitive reflection test (CRT) measures anything beyond mathematical aptitude and, if so, whether its incremental predictive validity can be attributed to reflection, per se. We found that an 8-item CRT has greater predictive validity than an 8-item Mathematical Aptitude Test (MAT) consisting of comparably difficult items which lack dominant intuitive lures. Further, the incremental predictive validity stems from the CRT's measurement of reflection, which we show using both structural equation models and a dual-response paradigm that helps distinguish susceptibility to intuitions from inadequate mathematical aptitude.
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