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Ability to Consolidate Instances as a Proxy for the Association Among Reading, Spelling, and Math Learning Skill

Learning skills (as well as disorders) tend to be associated; however, cognitive models typically focus either on reading, spelling or maths providing no clear basis for interpreting this phenomenon. A recent new model of learning cognitive skills proposes that the association among learning skills...

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Autores principales: Marinelli, Chiara Valeria, Angelelli, Paola, Martelli, Marialuisa, Trenta, Mara, Zoccolotti, Pierluigi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8564173/
https://www.ncbi.nlm.nih.gov/pubmed/34744942
http://dx.doi.org/10.3389/fpsyg.2021.761696
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author Marinelli, Chiara Valeria
Angelelli, Paola
Martelli, Marialuisa
Trenta, Mara
Zoccolotti, Pierluigi
author_facet Marinelli, Chiara Valeria
Angelelli, Paola
Martelli, Marialuisa
Trenta, Mara
Zoccolotti, Pierluigi
author_sort Marinelli, Chiara Valeria
collection PubMed
description Learning skills (as well as disorders) tend to be associated; however, cognitive models typically focus either on reading, spelling or maths providing no clear basis for interpreting this phenomenon. A recent new model of learning cognitive skills proposes that the association among learning skills (and potentially the comorbidity of learning disorders) depends in part from the individual ability to consolidate instances (taken as a measure of rate of learning). We examined the performance of typically developing fifth graders over the acquisition of a novel paper-and-pencil task that could be solved based on an algorithm or, with practice, with reference to specific instances. Our aim was to establish a measure of individual rate of learning using parameters envisaged by the instance theory of automatization by Logan and correlate it to tasks requiring knowledge of individual items (e.g., spelling words with an ambiguous transcription) or tasks requiring the application of a rule or an algorithm (e.g., spelling non-words). The paper-and-pencil procedure yielded acquisition curves consistent with the predictions of the instance theory of automatization (i.e., they followed a power function fit) both at a group and an individual level. Performance in tasks requiring knowledge of individual items (such as doing tables or the retrieval of lexical representations) but not in tasks requiring the application of rules or algorithms (such as judging numerosity or spelling through sublexical mapping) was significantly predicted by the learning parameters of the individual power fits. The results support the hypothesis that an individual dimension of “ability to consolidate instances” contributes to learning skills such as reading, spelling, and maths, providing an interesting heuristic for understanding the comorbidity across learning disorders.
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spelling pubmed-85641732021-11-04 Ability to Consolidate Instances as a Proxy for the Association Among Reading, Spelling, and Math Learning Skill Marinelli, Chiara Valeria Angelelli, Paola Martelli, Marialuisa Trenta, Mara Zoccolotti, Pierluigi Front Psychol Psychology Learning skills (as well as disorders) tend to be associated; however, cognitive models typically focus either on reading, spelling or maths providing no clear basis for interpreting this phenomenon. A recent new model of learning cognitive skills proposes that the association among learning skills (and potentially the comorbidity of learning disorders) depends in part from the individual ability to consolidate instances (taken as a measure of rate of learning). We examined the performance of typically developing fifth graders over the acquisition of a novel paper-and-pencil task that could be solved based on an algorithm or, with practice, with reference to specific instances. Our aim was to establish a measure of individual rate of learning using parameters envisaged by the instance theory of automatization by Logan and correlate it to tasks requiring knowledge of individual items (e.g., spelling words with an ambiguous transcription) or tasks requiring the application of a rule or an algorithm (e.g., spelling non-words). The paper-and-pencil procedure yielded acquisition curves consistent with the predictions of the instance theory of automatization (i.e., they followed a power function fit) both at a group and an individual level. Performance in tasks requiring knowledge of individual items (such as doing tables or the retrieval of lexical representations) but not in tasks requiring the application of rules or algorithms (such as judging numerosity or spelling through sublexical mapping) was significantly predicted by the learning parameters of the individual power fits. The results support the hypothesis that an individual dimension of “ability to consolidate instances” contributes to learning skills such as reading, spelling, and maths, providing an interesting heuristic for understanding the comorbidity across learning disorders. Frontiers Media S.A. 2021-10-20 /pmc/articles/PMC8564173/ /pubmed/34744942 http://dx.doi.org/10.3389/fpsyg.2021.761696 Text en Copyright © 2021 Marinelli, Angelelli, Martelli, Trenta and Zoccolotti. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychology
Marinelli, Chiara Valeria
Angelelli, Paola
Martelli, Marialuisa
Trenta, Mara
Zoccolotti, Pierluigi
Ability to Consolidate Instances as a Proxy for the Association Among Reading, Spelling, and Math Learning Skill
title Ability to Consolidate Instances as a Proxy for the Association Among Reading, Spelling, and Math Learning Skill
title_full Ability to Consolidate Instances as a Proxy for the Association Among Reading, Spelling, and Math Learning Skill
title_fullStr Ability to Consolidate Instances as a Proxy for the Association Among Reading, Spelling, and Math Learning Skill
title_full_unstemmed Ability to Consolidate Instances as a Proxy for the Association Among Reading, Spelling, and Math Learning Skill
title_short Ability to Consolidate Instances as a Proxy for the Association Among Reading, Spelling, and Math Learning Skill
title_sort ability to consolidate instances as a proxy for the association among reading, spelling, and math learning skill
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8564173/
https://www.ncbi.nlm.nih.gov/pubmed/34744942
http://dx.doi.org/10.3389/fpsyg.2021.761696
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