Cognitive reflection is a distinct and measurable trait

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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Publication Details

Journal
Proceedings of the National Academy of Sciences
Published
2024-11-27
DOI
https://doi.org/10.1073/pnas.2409191121
Citations
6
Primary Topic
Psychometric Methodologies and Testing
Type
article
Field-Weighted Citation Impact
2.94
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article

Cognitive reflection is a distinct and measurable trait

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6 citations
Proceedings of the National Academy of Sciences
Psychometric Methodologies and Testing
2.94
article

Cognitive reflection is a distinct and measurable trait

Yigal Attali, Maya Bar‐Hillel, Shane Frederick, Andrew Meyer, Daniel Kahneman
article en
6 citations

Abstract

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.

Proceedings of the National Academy of SciencesVol. 121(49)
Chinese University of Hong Kong (HK), Hebrew University of Jerusalem (IL), Princeton University (US), Princeton Public Schools (US), Yale University (US), Finnish Medical Society Duodecim (FI)
Openalex Percentile: Top 8%
Psychometric Methodologies and Testing
2.94
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