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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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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. |
format | Online Article Text |
id | pubmed-6526438 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT blotenbergiris towardsaprocessmodelofsustainedattentiontests AT schmidtatzertlothar towardsaprocessmodelofsustainedattentiontests |