Psychometric Validation of the Cognitive Reflection Test on a Russian-Speaking Sample of Students

The article presents the results of the difficulty, internal consistency and reliability testing of different versions of the cognitive reflection test (CRT; S. Frederick, M. Toplak, R. West, K. Stanovich, K. Thomson, D. Oppenheimer). This ipsative test consists of a number of puzzle tasks, the logic of which includes the presence of an impulsive intuitive incorrect answer that first comes to mind. To answer each of the tasks correctly, the respondent must suppress the first intuitive solution and, continuing to think, come to the correct non-obvious solution. Thus, the cognitive reflection test records three scales: cognitive reflection (CRT-r), intuitive errors (CRT-i) and non-intuitive errors (CRT-n). Some questions have a numeric format, and some are verbal (CRT-V). The total sample of the study was 470 students, 22 % ( n = 102) men and 78 % ( n = 368) women aged 17-33, students of different secondary and higher educational institutions of the city of Perm. The analysis of the percentage of correct, intuitively incorrect and incorrect answers revealed different discriminativity of the test tasks. A series of confirmatory factor analyses revealed several single-factor sets of items with acceptable consistency (separately for CRT-r and CRT-i). The reliability of most versions of the CRT task sets is low, but acceptable (the highest values are for the CRT-r = McDonald's ω up to 0.778). The facts of consistency of the numerical and verbal versions of the cognitive reflection test are discussed. The technique can be used to solve scientific and applied problems, both in psychology and other scientific fields.

Authors

Institutions

Publication Details

Journal
Herald of Omsk University Series Psychology
Published
2025-03-28
DOI
https://doi.org/10.24147/2410-6364.2025.1.84-92
Primary Topic
Educational and Psychological Assessments
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Psychometric Validation of the Cognitive Reflection Test on a Russian-Speaking Sample of Students

A. A. Vikhman
Herald of Omsk University Series Psychology
Educational and Psychological Assessments
article

Psychometric Validation of the Cognitive Reflection Test on a Russian-Speaking Sample of Students

A. A. Vikhman
article en

Abstract

The article presents the results of the difficulty, internal consistency and reliability testing of different versions of the cognitive reflection test (CRT; S. Frederick, M. Toplak, R. West, K. Stanovich, K. Thomson, D. Oppenheimer). This ipsative test consists of a number of puzzle tasks, the logic of which includes the presence of an impulsive intuitive incorrect answer that first comes to mind. To answer each of the tasks correctly, the respondent must suppress the first intuitive solution and, continuing to think, come to the correct non-obvious solution. Thus, the cognitive reflection test records three scales: cognitive reflection (CRT-r), intuitive errors (CRT-i) and non-intuitive errors (CRT-n). Some questions have a numeric format, and some are verbal (CRT-V). The total sample of the study was 470 students, 22 % ( n = 102) men and 78 % ( n = 368) women aged 17-33, students of different secondary and higher educational institutions of the city of Perm. The analysis of the percentage of correct, intuitively incorrect and incorrect answers revealed different discriminativity of the test tasks. A series of confirmatory factor analyses revealed several single-factor sets of items with acceptable consistency (separately for CRT-r and CRT-i). The reliability of most versions of the CRT task sets is low, but acceptable (the highest values are for the CRT-r = McDonald's ω up to 0.778). The facts of consistency of the numerical and verbal versions of the cognitive reflection test are discussed. The technique can be used to solve scientific and applied problems, both in psychology and other scientific fields.

Herald of Omsk University Series Psychology
Perm State Humanitarian-Pedagogical University (RU)
Openalex Percentile: Top 91%
Educational and Psychological Assessments
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Psychometric Validation of the Cognitive Reflection Test on a Russian-Speaking Sample of Students — A. A. Vikhman · Herald of Omsk University Series Psychology (2025) | TGRS Research Map | TGRS