Cargando…

How Executive Processes Explain the Overlap between Working Memory Capacity and Fluid Intelligence: A Test of Process Overlap Theory

Working memory capacity (WMC) and fluid intelligence (Gf) are highly correlated, but what accounts for this relationship remains elusive. Process-overlap theory (POT) proposes that the positive manifold is mainly caused by the overlap of domain-general executive processes which are involved in a bat...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Tengfei, Li, Chenyu, Ren, Xuezhu, Schweizer, Karl
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8167629/
https://www.ncbi.nlm.nih.gov/pubmed/33917495
http://dx.doi.org/10.3390/jintelligence9020021
_version_ 1783701733175721984
author Wang, Tengfei
Li, Chenyu
Ren, Xuezhu
Schweizer, Karl
author_facet Wang, Tengfei
Li, Chenyu
Ren, Xuezhu
Schweizer, Karl
author_sort Wang, Tengfei
collection PubMed
description Working memory capacity (WMC) and fluid intelligence (Gf) are highly correlated, but what accounts for this relationship remains elusive. Process-overlap theory (POT) proposes that the positive manifold is mainly caused by the overlap of domain-general executive processes which are involved in a battery of mental tests. Thus, executive processes are proposed to explain the relationship between WMC and Gf. The current study aims to (1) achieve a relatively purified representation of the core executive processes including shifting and inhibition by a novel approach combining experimental manipulations and fixed-links modeling, and (2) to explore whether these executive processes account for the overlap between WMC and Gf. To these ends, we reanalyzed data of 215 university students who completed measures of WMC, Gf, and executive processes. Results showed that the model with a common factor, as well as shifting and inhibition factors, provided the best fit to the data of the executive function (EF) task. These components explained around 88% of the variance shared by WMC and Gf. However, it was the common EF factor, rather than inhibition and shifting, that played a major part in explaining the common variance. These results do not support POT as underlying the relationship between WMC and Gf.
format Online
Article
Text
id pubmed-8167629
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-81676292021-06-02 How Executive Processes Explain the Overlap between Working Memory Capacity and Fluid Intelligence: A Test of Process Overlap Theory Wang, Tengfei Li, Chenyu Ren, Xuezhu Schweizer, Karl J Intell Article Working memory capacity (WMC) and fluid intelligence (Gf) are highly correlated, but what accounts for this relationship remains elusive. Process-overlap theory (POT) proposes that the positive manifold is mainly caused by the overlap of domain-general executive processes which are involved in a battery of mental tests. Thus, executive processes are proposed to explain the relationship between WMC and Gf. The current study aims to (1) achieve a relatively purified representation of the core executive processes including shifting and inhibition by a novel approach combining experimental manipulations and fixed-links modeling, and (2) to explore whether these executive processes account for the overlap between WMC and Gf. To these ends, we reanalyzed data of 215 university students who completed measures of WMC, Gf, and executive processes. Results showed that the model with a common factor, as well as shifting and inhibition factors, provided the best fit to the data of the executive function (EF) task. These components explained around 88% of the variance shared by WMC and Gf. However, it was the common EF factor, rather than inhibition and shifting, that played a major part in explaining the common variance. These results do not support POT as underlying the relationship between WMC and Gf. MDPI 2021-04-06 /pmc/articles/PMC8167629/ /pubmed/33917495 http://dx.doi.org/10.3390/jintelligence9020021 Text en © 2021 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
Wang, Tengfei
Li, Chenyu
Ren, Xuezhu
Schweizer, Karl
How Executive Processes Explain the Overlap between Working Memory Capacity and Fluid Intelligence: A Test of Process Overlap Theory
title How Executive Processes Explain the Overlap between Working Memory Capacity and Fluid Intelligence: A Test of Process Overlap Theory
title_full How Executive Processes Explain the Overlap between Working Memory Capacity and Fluid Intelligence: A Test of Process Overlap Theory
title_fullStr How Executive Processes Explain the Overlap between Working Memory Capacity and Fluid Intelligence: A Test of Process Overlap Theory
title_full_unstemmed How Executive Processes Explain the Overlap between Working Memory Capacity and Fluid Intelligence: A Test of Process Overlap Theory
title_short How Executive Processes Explain the Overlap between Working Memory Capacity and Fluid Intelligence: A Test of Process Overlap Theory
title_sort how executive processes explain the overlap between working memory capacity and fluid intelligence: a test of process overlap theory
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8167629/
https://www.ncbi.nlm.nih.gov/pubmed/33917495
http://dx.doi.org/10.3390/jintelligence9020021
work_keys_str_mv AT wangtengfei howexecutiveprocessesexplaintheoverlapbetweenworkingmemorycapacityandfluidintelligenceatestofprocessoverlaptheory
AT lichenyu howexecutiveprocessesexplaintheoverlapbetweenworkingmemorycapacityandfluidintelligenceatestofprocessoverlaptheory
AT renxuezhu howexecutiveprocessesexplaintheoverlapbetweenworkingmemorycapacityandfluidintelligenceatestofprocessoverlaptheory
AT schweizerkarl howexecutiveprocessesexplaintheoverlapbetweenworkingmemorycapacityandfluidintelligenceatestofprocessoverlaptheory