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Fluid Intelligence Is (Much) More than Working Memory Capacity: An Experimental Analysis

Empirical evidence suggests a great positive association between measures of fluid intelligence and working memory capacity, which implied to some researchers that fluid intelligence is little more than working memory. Because this conclusion is mostly based on correlation analysis, a causal relatio...

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Autores principales: Hagemann, Dirk, Ihmels, Max, Bast, Nico, Neubauer, Andreas B., Schankin, Andrea, Schubert, Anna-Lena
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10141465/
https://www.ncbi.nlm.nih.gov/pubmed/37103255
http://dx.doi.org/10.3390/jintelligence11040070
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author Hagemann, Dirk
Ihmels, Max
Bast, Nico
Neubauer, Andreas B.
Schankin, Andrea
Schubert, Anna-Lena
author_facet Hagemann, Dirk
Ihmels, Max
Bast, Nico
Neubauer, Andreas B.
Schankin, Andrea
Schubert, Anna-Lena
author_sort Hagemann, Dirk
collection PubMed
description Empirical evidence suggests a great positive association between measures of fluid intelligence and working memory capacity, which implied to some researchers that fluid intelligence is little more than working memory. Because this conclusion is mostly based on correlation analysis, a causal relationship between fluid intelligence and working memory has not yet been established. The aim of the present study was therefore to provide an experimental analysis of this relationship. In a first study, 60 participants worked on items of the Advanced Progressive Matrices (APM) while simultaneously engaging in one of four secondary tasks to load specific components of the working memory system. There was a diminishing effect of loading the central executive on the APM performance, which could explain 15% of the variance in the APM score. In a second study, we used the same experimental manipulations but replaced the dependent variable with complex working memory span tasks from three different domains. There was also a diminishing effect of the experimental manipulation on span task performance, which could now explain 40% of the variance. These findings suggest a causal effect of working memory functioning on fluid intelligence test performance, but they also imply that factors other than working memory functioning must contribute to fluid intelligence.
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spelling pubmed-101414652023-04-29 Fluid Intelligence Is (Much) More than Working Memory Capacity: An Experimental Analysis Hagemann, Dirk Ihmels, Max Bast, Nico Neubauer, Andreas B. Schankin, Andrea Schubert, Anna-Lena J Intell Article Empirical evidence suggests a great positive association between measures of fluid intelligence and working memory capacity, which implied to some researchers that fluid intelligence is little more than working memory. Because this conclusion is mostly based on correlation analysis, a causal relationship between fluid intelligence and working memory has not yet been established. The aim of the present study was therefore to provide an experimental analysis of this relationship. In a first study, 60 participants worked on items of the Advanced Progressive Matrices (APM) while simultaneously engaging in one of four secondary tasks to load specific components of the working memory system. There was a diminishing effect of loading the central executive on the APM performance, which could explain 15% of the variance in the APM score. In a second study, we used the same experimental manipulations but replaced the dependent variable with complex working memory span tasks from three different domains. There was also a diminishing effect of the experimental manipulation on span task performance, which could now explain 40% of the variance. These findings suggest a causal effect of working memory functioning on fluid intelligence test performance, but they also imply that factors other than working memory functioning must contribute to fluid intelligence. MDPI 2023-04-06 /pmc/articles/PMC10141465/ /pubmed/37103255 http://dx.doi.org/10.3390/jintelligence11040070 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Hagemann, Dirk
Ihmels, Max
Bast, Nico
Neubauer, Andreas B.
Schankin, Andrea
Schubert, Anna-Lena
Fluid Intelligence Is (Much) More than Working Memory Capacity: An Experimental Analysis
title Fluid Intelligence Is (Much) More than Working Memory Capacity: An Experimental Analysis
title_full Fluid Intelligence Is (Much) More than Working Memory Capacity: An Experimental Analysis
title_fullStr Fluid Intelligence Is (Much) More than Working Memory Capacity: An Experimental Analysis
title_full_unstemmed Fluid Intelligence Is (Much) More than Working Memory Capacity: An Experimental Analysis
title_short Fluid Intelligence Is (Much) More than Working Memory Capacity: An Experimental Analysis
title_sort fluid intelligence is (much) more than working memory capacity: an experimental analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10141465/
https://www.ncbi.nlm.nih.gov/pubmed/37103255
http://dx.doi.org/10.3390/jintelligence11040070
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