Italian adaptation and validation of the International Cognitive Ability Resource 16 sample test

The International Cognitive Ability Resource 16 (ICAR-16) is a public-domain measure of cognitive ability. To date, no Italian validation exists. We translated and validated the ICAR-16 in a sample of 486 Italian adults (66.4% female), who completed the ICAR-16 and the long version of the Cognitive Reflection Test (CRT-Long) online. Confirmatory factor analyses supported a second-order latent variable (SOLV) structure (CFI = 0.98; TLI = 0.98). The ICAR-16 showed strong associations with the CRT-Long at both the observed and latent levels, providing partial evidence of convergent validity. Internal consistency reliability was adequate. Measurement invariance analyses supported partial strong second-order factor invariance across sexes, indicating a largely comparable higher-order structure despite sex differences in the intercepts of three first-order cognitive domains. Differential Item Functioning (DIF) analysis provided evidence of uniform DIF for only one item (MR47), indicating a consistent difference in item responses across sexes at comparable total score levels. Overall, these findings support the Italian ICAR-16 as a reliable, freely available instrument for cognitive assessment in research.

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Publication Details

Journal
Frontiers in Psychology
Published
2026-10-14
DOI
https://doi.org/10.3389/fpsyg.2026.1998035
Primary Topic
Psychometric Methodologies and Testing
Type
article
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article

Italian adaptation and validation of the International Cognitive Ability Resource 16 sample test

Marco Balducci, Eva Tolomeo, Marco Tullio Liuzza, Leognano Ceraudo
Frontiers in Psychology
Psychometric Methodologies and Testing
article

Italian adaptation and validation of the International Cognitive Ability Resource 16 sample test

Marco Balducci, Eva Tolomeo, Marco Tullio Liuzza, Leognano Ceraudo
article en

Abstract

The International Cognitive Ability Resource 16 (ICAR-16) is a public-domain measure of cognitive ability. To date, no Italian validation exists. We translated and validated the ICAR-16 in a sample of 486 Italian adults (66.4% female), who completed the ICAR-16 and the long version of the Cognitive Reflection Test (CRT-Long) online. Confirmatory factor analyses supported a second-order latent variable (SOLV) structure (CFI = 0.98; TLI = 0.98). The ICAR-16 showed strong associations with the CRT-Long at both the observed and latent levels, providing partial evidence of convergent validity. Internal consistency reliability was adequate. Measurement invariance analyses supported partial strong second-order factor invariance across sexes, indicating a largely comparable higher-order structure despite sex differences in the intercepts of three first-order cognitive domains. Differential Item Functioning (DIF) analysis provided evidence of uniform DIF for only one item (MR47), indicating a consistent difference in item responses across sexes at comparable total score levels. Overall, these findings support the Italian ICAR-16 as a reliable, freely available instrument for cognitive assessment in research.

Frontiers in PsychologyVol. 17
University of Padua (IT), University of Turku (FI), Magna Graecia University (IT)
Openalex Percentile: Top 10%
Psychometric Methodologies and Testing
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