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Fluid reasoning is equivalent to relation processing

Jan Jastrzębski, Michał Ociepka, Adam Chuderski

2020Intelligence26 citationsDOIOpen Access PDF

Abstract

Fluid reasoning (Gf)—the ability to reason abstractly—is typically measured using nonverbal inductive reasoning tests involving the discovery and application of complex rules. We tested whether Gf, as measured by such traditional assessments, can be equivalent to relation processing (a much simpler process of validating whether perceptually available stimuli satisfy the arguments of a single predefined relation—or not). Confirmatory factor analysis showed that the factor capturing variance shared by three relation processing tasks was statistically equivalent to the Gf factor loaded by three hallmark fluid reasoning tests. Moreover, the two factors shared most of their residual variance that could not be explained by working memory. The results imply that many complex operations typically associated with the Gf construct, such as rule discovery, rule integration, and drawing conclusions, may not be essential for Gf. Instead, fluid reasoning ability may be fully reflected in a much simpler ability to effectively validate single, predefined relations.

Topics & Concepts

Variance (accounting)Relation (database)PsychologyConstruct (python library)Inductive reasoningConfirmatory factor analysisWorking memoryProcess (computing)Cognitive psychologyCognitionArtificial intelligenceComputer scienceMachine learningData miningStructural equation modelingProgramming languageAccountingNeuroscienceBusinessNeural and Behavioral Psychology StudiesCognitive Abilities and TestingChild and Animal Learning Development
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