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Towards a Process Model of Sustained Attention Tests

Taking up new approaches and calls for experimental test validation, in the present study we propose and validate a process model of sustained attention tests. Four sub-components were postulated: the perception of an item, a simple mental operation to solve the item, a motor reaction, and the shift...

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Autores principales: Blotenberg, Iris, Schmidt-Atzert, Lothar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6526438/
https://www.ncbi.nlm.nih.gov/pubmed/31162382
http://dx.doi.org/10.3390/jintelligence7010003
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author Blotenberg, Iris
Schmidt-Atzert, Lothar
author_facet Blotenberg, Iris
Schmidt-Atzert, Lothar
author_sort Blotenberg, Iris
collection PubMed
description Taking up new approaches and calls for experimental test validation, in the present study we propose and validate a process model of sustained attention tests. Four sub-components were postulated: the perception of an item, a simple mental operation to solve the item, a motor reaction, and the shift to the next item. In two studies, several cognitive tasks and modified versions of the d2-R test of sustained attention were applied in order to determine performance in the proposed sub-components. Their contribution for the prediction of performance in sustained attention tests and tests of higher cognitive abilities was assessed. The sub-components of the process model explained a large amount of variance in sustained attention tests, namely 55–74%. More specifically, perceptual and mental operation speed were the strongest predictors, while there was a trend towards a small influence of motor speed on test performance. The measures of item shifting showed low reliabilities and did not predict test scores. In terms of discriminant validity, results of Study 1 indicated that the postulated sub-components were insufficient to explain a large amount of variance in working memory span tasks, in Study 2 the same was demonstrated for reasoning tasks. Altogether, the present study is the first to disentangle sub-components in sustained attention tests and to determine their role for test performance.
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spelling pubmed-65264382019-05-29 Towards a Process Model of Sustained Attention Tests Blotenberg, Iris Schmidt-Atzert, Lothar J Intell Article Taking up new approaches and calls for experimental test validation, in the present study we propose and validate a process model of sustained attention tests. Four sub-components were postulated: the perception of an item, a simple mental operation to solve the item, a motor reaction, and the shift to the next item. In two studies, several cognitive tasks and modified versions of the d2-R test of sustained attention were applied in order to determine performance in the proposed sub-components. Their contribution for the prediction of performance in sustained attention tests and tests of higher cognitive abilities was assessed. The sub-components of the process model explained a large amount of variance in sustained attention tests, namely 55–74%. More specifically, perceptual and mental operation speed were the strongest predictors, while there was a trend towards a small influence of motor speed on test performance. The measures of item shifting showed low reliabilities and did not predict test scores. In terms of discriminant validity, results of Study 1 indicated that the postulated sub-components were insufficient to explain a large amount of variance in working memory span tasks, in Study 2 the same was demonstrated for reasoning tasks. Altogether, the present study is the first to disentangle sub-components in sustained attention tests and to determine their role for test performance. MDPI 2019-01-28 /pmc/articles/PMC6526438/ /pubmed/31162382 http://dx.doi.org/10.3390/jintelligence7010003 Text en © 2019 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Blotenberg, Iris
Schmidt-Atzert, Lothar
Towards a Process Model of Sustained Attention Tests
title Towards a Process Model of Sustained Attention Tests
title_full Towards a Process Model of Sustained Attention Tests
title_fullStr Towards a Process Model of Sustained Attention Tests
title_full_unstemmed Towards a Process Model of Sustained Attention Tests
title_short Towards a Process Model of Sustained Attention Tests
title_sort towards a process model of sustained attention tests
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6526438/
https://www.ncbi.nlm.nih.gov/pubmed/31162382
http://dx.doi.org/10.3390/jintelligence7010003
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