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...
Autores principales: | , , , |
---|---|
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 |