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A diffusion model analysis of age and individual differences in the retro-cue benefit
The limited capacity of working memory (WM) constrains how well we can think and act. WM capacity is reduced in old age, with one explanation for this decline being a deficit in using attention to control WM contents. The retro-cue paradigm has been used to examine the ability to focus attention in...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10575881/ https://www.ncbi.nlm.nih.gov/pubmed/37833420 http://dx.doi.org/10.1038/s41598-023-44080-z |
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author | Souza, Alessandra S. Frischkorn, Gidon T. |
author_facet | Souza, Alessandra S. Frischkorn, Gidon T. |
author_sort | Souza, Alessandra S. |
collection | PubMed |
description | The limited capacity of working memory (WM) constrains how well we can think and act. WM capacity is reduced in old age, with one explanation for this decline being a deficit in using attention to control WM contents. The retro-cue paradigm has been used to examine the ability to focus attention in WM. So far, there are conflicting findings regarding an aging deficit in the retro-cue effect. The present study evaluated age-related changes and individual differences in the retro-cue effect through a well-established computational model that combines speed and accuracy to extract underlying psychological parameters. We applied the drift–diffusion model to the data from a large sample of younger and older adults (total N = 346) that completed four retro-cue tasks. Retro-cues increased the quality of the evidence entering the decision process, reduced the time taken for memory retrieval, and changed response conservativeness for younger and older adults. An age-related decline was observed only in the retro-cue boost for evidence quality, and this was the only parameter capturing individual differences in focusing efficiency. Our results suggest that people differ in how well they can strengthen and protect a focused representation to boost evidence-quality accumulation, and this ability declines with aging. |
format | Online Article Text |
id | pubmed-10575881 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-105758812023-10-15 A diffusion model analysis of age and individual differences in the retro-cue benefit Souza, Alessandra S. Frischkorn, Gidon T. Sci Rep Article The limited capacity of working memory (WM) constrains how well we can think and act. WM capacity is reduced in old age, with one explanation for this decline being a deficit in using attention to control WM contents. The retro-cue paradigm has been used to examine the ability to focus attention in WM. So far, there are conflicting findings regarding an aging deficit in the retro-cue effect. The present study evaluated age-related changes and individual differences in the retro-cue effect through a well-established computational model that combines speed and accuracy to extract underlying psychological parameters. We applied the drift–diffusion model to the data from a large sample of younger and older adults (total N = 346) that completed four retro-cue tasks. Retro-cues increased the quality of the evidence entering the decision process, reduced the time taken for memory retrieval, and changed response conservativeness for younger and older adults. An age-related decline was observed only in the retro-cue boost for evidence quality, and this was the only parameter capturing individual differences in focusing efficiency. Our results suggest that people differ in how well they can strengthen and protect a focused representation to boost evidence-quality accumulation, and this ability declines with aging. Nature Publishing Group UK 2023-10-13 /pmc/articles/PMC10575881/ /pubmed/37833420 http://dx.doi.org/10.1038/s41598-023-44080-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Souza, Alessandra S. Frischkorn, Gidon T. A diffusion model analysis of age and individual differences in the retro-cue benefit |
title | A diffusion model analysis of age and individual differences in the retro-cue benefit |
title_full | A diffusion model analysis of age and individual differences in the retro-cue benefit |
title_fullStr | A diffusion model analysis of age and individual differences in the retro-cue benefit |
title_full_unstemmed | A diffusion model analysis of age and individual differences in the retro-cue benefit |
title_short | A diffusion model analysis of age and individual differences in the retro-cue benefit |
title_sort | diffusion model analysis of age and individual differences in the retro-cue benefit |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10575881/ https://www.ncbi.nlm.nih.gov/pubmed/37833420 http://dx.doi.org/10.1038/s41598-023-44080-z |
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