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When the Tail Counts: The Advantage of Bilingualism Through the Ex-Gaussian Distribution Analysis
Several studies have documented the advantage of bilingualism with respect to the development of the executive control (EC) system. Two effects of bilingualism have been described in conflict resolution tasks: (a) bilinguals tend to perform the tasks faster overall, and (b) bilinguals tend to experi...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Research Foundation
2011
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3184614/ https://www.ncbi.nlm.nih.gov/pubmed/22007182 http://dx.doi.org/10.3389/fpsyg.2011.00250 |
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author | Calabria, Marco Hernández, Mireia Martin, Clara D. Costa, Albert |
author_facet | Calabria, Marco Hernández, Mireia Martin, Clara D. Costa, Albert |
author_sort | Calabria, Marco |
collection | PubMed |
description | Several studies have documented the advantage of bilingualism with respect to the development of the executive control (EC) system. Two effects of bilingualism have been described in conflict resolution tasks: (a) bilinguals tend to perform the tasks faster overall, and (b) bilinguals tend to experience less interference from conflicting information, compared to monolinguals. The precise way in which the bilingual advantage relies on different EC mechanisms is still not well understood. The goal of the present article is to further explore how bilingualism impacts the EC system by performing a new analysis (Ex-Gaussian) of already reported data in which bilinguals and monolinguals performed a flanker task. Ex-Gaussian distribution analysis allows us to partial out the contribution of the normal and the exponential components of the RT distribution of the two groups. The fit of the raw data to the ex-Gaussian distribution showed two main results. First, we found that the bilingualism advantage in the overall speed of processing is captured by group differences in the normal (μ) and the exponential (τ) components of the distribution. Second, the bilingual advantage in the magnitude of the conflict effect is captured by group differences only in the exponential component. The results are discussed in terms of: (a) usefulness of the ex-Gaussian analysis as a tool to better describe the RT distribution, and (b) a new approach to explore the cognitive processes purportedly involved in instantiating the bilingualism advantage with respect to EC. |
format | Online Article Text |
id | pubmed-3184614 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Frontiers Research Foundation |
record_format | MEDLINE/PubMed |
spelling | pubmed-31846142011-10-17 When the Tail Counts: The Advantage of Bilingualism Through the Ex-Gaussian Distribution Analysis Calabria, Marco Hernández, Mireia Martin, Clara D. Costa, Albert Front Psychol Psychology Several studies have documented the advantage of bilingualism with respect to the development of the executive control (EC) system. Two effects of bilingualism have been described in conflict resolution tasks: (a) bilinguals tend to perform the tasks faster overall, and (b) bilinguals tend to experience less interference from conflicting information, compared to monolinguals. The precise way in which the bilingual advantage relies on different EC mechanisms is still not well understood. The goal of the present article is to further explore how bilingualism impacts the EC system by performing a new analysis (Ex-Gaussian) of already reported data in which bilinguals and monolinguals performed a flanker task. Ex-Gaussian distribution analysis allows us to partial out the contribution of the normal and the exponential components of the RT distribution of the two groups. The fit of the raw data to the ex-Gaussian distribution showed two main results. First, we found that the bilingualism advantage in the overall speed of processing is captured by group differences in the normal (μ) and the exponential (τ) components of the distribution. Second, the bilingual advantage in the magnitude of the conflict effect is captured by group differences only in the exponential component. The results are discussed in terms of: (a) usefulness of the ex-Gaussian analysis as a tool to better describe the RT distribution, and (b) a new approach to explore the cognitive processes purportedly involved in instantiating the bilingualism advantage with respect to EC. Frontiers Research Foundation 2011-10-03 /pmc/articles/PMC3184614/ /pubmed/22007182 http://dx.doi.org/10.3389/fpsyg.2011.00250 Text en Copyright © 2011 Calabria, Hernández, Martin and Costa. http://www.frontiersin.org/licenseagreement This is an open-access article subject to a non-exclusive license between the authors and Frontiers Media SA, which permits use, distribution and reproduction in other forums, provided the original authors and source are credited and other Frontiers conditions are complied with. |
spellingShingle | Psychology Calabria, Marco Hernández, Mireia Martin, Clara D. Costa, Albert When the Tail Counts: The Advantage of Bilingualism Through the Ex-Gaussian Distribution Analysis |
title | When the Tail Counts: The Advantage of Bilingualism Through the Ex-Gaussian Distribution Analysis |
title_full | When the Tail Counts: The Advantage of Bilingualism Through the Ex-Gaussian Distribution Analysis |
title_fullStr | When the Tail Counts: The Advantage of Bilingualism Through the Ex-Gaussian Distribution Analysis |
title_full_unstemmed | When the Tail Counts: The Advantage of Bilingualism Through the Ex-Gaussian Distribution Analysis |
title_short | When the Tail Counts: The Advantage of Bilingualism Through the Ex-Gaussian Distribution Analysis |
title_sort | when the tail counts: the advantage of bilingualism through the ex-gaussian distribution analysis |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3184614/ https://www.ncbi.nlm.nih.gov/pubmed/22007182 http://dx.doi.org/10.3389/fpsyg.2011.00250 |
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