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Are There Reliable Qualitative Individual Difference in Cognition?

In this paper we propose a new set of questions that focus on the direction of effects. In almost all studies the direction is important. For example, in a Stroop task we expect responses to incongruent items to be slower than those to congruent ones, and this direction implies one theoretical expla...

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Detalles Bibliográficos
Autores principales: Rouder, Jeffrey N., Haaf, Julia M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Ubiquity Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8396124/
https://www.ncbi.nlm.nih.gov/pubmed/34514317
http://dx.doi.org/10.5334/joc.131
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author Rouder, Jeffrey N.
Haaf, Julia M.
author_facet Rouder, Jeffrey N.
Haaf, Julia M.
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description In this paper we propose a new set of questions that focus on the direction of effects. In almost all studies the direction is important. For example, in a Stroop task we expect responses to incongruent items to be slower than those to congruent ones, and this direction implies one theoretical explanation. Yet, if congruent words are slowed down relative to incongruent words we would have a completely different theoretical explanation. We ask a ‘does everybody’ question, such as, ‘does every individual show a Stroop effect in the same direction?’ Or, ‘does every individual respond faster to loud tones than soft tones?’ If all individuals truly have effects in the same direction that implicate a common theory, we term the differences among them as quantitative individual differences. Conversely, if all individuals truly have effects in different directions that implicate different theories, we term the differences among them as qualitative individual differences. Here, we provide a users guide to the question of whether individual differences are qualitative or quantitative. We discuss theoretical issues, methodological advances, new software for assessment, and, most importantly, how the question impacts theory development in cognitive science. Our hope is that this mode of analysis is a productive tool in researchers’ toolkits.
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spelling pubmed-83961242021-09-09 Are There Reliable Qualitative Individual Difference in Cognition? Rouder, Jeffrey N. Haaf, Julia M. J Cogn Research Article In this paper we propose a new set of questions that focus on the direction of effects. In almost all studies the direction is important. For example, in a Stroop task we expect responses to incongruent items to be slower than those to congruent ones, and this direction implies one theoretical explanation. Yet, if congruent words are slowed down relative to incongruent words we would have a completely different theoretical explanation. We ask a ‘does everybody’ question, such as, ‘does every individual show a Stroop effect in the same direction?’ Or, ‘does every individual respond faster to loud tones than soft tones?’ If all individuals truly have effects in the same direction that implicate a common theory, we term the differences among them as quantitative individual differences. Conversely, if all individuals truly have effects in different directions that implicate different theories, we term the differences among them as qualitative individual differences. Here, we provide a users guide to the question of whether individual differences are qualitative or quantitative. We discuss theoretical issues, methodological advances, new software for assessment, and, most importantly, how the question impacts theory development in cognitive science. Our hope is that this mode of analysis is a productive tool in researchers’ toolkits. Ubiquity Press 2021-08-27 /pmc/articles/PMC8396124/ /pubmed/34514317 http://dx.doi.org/10.5334/joc.131 Text en Copyright: © 2021 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International License (CC-BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. See http://creativecommons.org/licenses/by/4.0/.
spellingShingle Research Article
Rouder, Jeffrey N.
Haaf, Julia M.
Are There Reliable Qualitative Individual Difference in Cognition?
title Are There Reliable Qualitative Individual Difference in Cognition?
title_full Are There Reliable Qualitative Individual Difference in Cognition?
title_fullStr Are There Reliable Qualitative Individual Difference in Cognition?
title_full_unstemmed Are There Reliable Qualitative Individual Difference in Cognition?
title_short Are There Reliable Qualitative Individual Difference in Cognition?
title_sort are there reliable qualitative individual difference in cognition?
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8396124/
https://www.ncbi.nlm.nih.gov/pubmed/34514317
http://dx.doi.org/10.5334/joc.131
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