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Exploring Idiographic Approaches to Children's Executive Function Performance: An Intensive Longitudinal Study

Traditional variable-centered research on executive functions (EFs) often infers intraindividual development using group-based averages. Such a method masks meaningful individuality and involves the fallacy of equating group-level data with person-specific changes. We used an intensive longitudinal...

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Autores principales: Yu, Dian, Yang, Pei-Jung, Geldhof, G. John, Tyler, Corine P., Gansert, Patricia K., Chase, Paul A., Lerner, Richard M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Scandinavian Society for Person-Oriented Research 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7869624/
https://www.ncbi.nlm.nih.gov/pubmed/33569153
http://dx.doi.org/10.17505/jpor.2020.22401
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author Yu, Dian
Yang, Pei-Jung
Geldhof, G. John
Tyler, Corine P.
Gansert, Patricia K.
Chase, Paul A.
Lerner, Richard M.
author_facet Yu, Dian
Yang, Pei-Jung
Geldhof, G. John
Tyler, Corine P.
Gansert, Patricia K.
Chase, Paul A.
Lerner, Richard M.
author_sort Yu, Dian
collection PubMed
description Traditional variable-centered research on executive functions (EFs) often infers intraindividual development using group-based averages. Such a method masks meaningful individuality and involves the fallacy of equating group-level data with person-specific changes. We used an intensive longitudinal design to study idiographic executive function fluctuation among ten boys from Grade 4. Each of the participants completed between 33 and 43 measurement occasions (M = 38.8) across approximately three months. Data were collected remotely using a computerized short version of the Dimensional Change Card Sort task. Multi-group analyses of three participant pairs (Participants 5 and 3, 5 and 2, and 5 and 6) demonstrated that Participant 5 differed from Participants 3 and 2 in different ways but Participants 5 and 6 were similar in all comparisons. Dynamic structural equation modeling demonstrated unique individual trajectories, which were not represented by the trajectory of group-averages. Although more than half of the participants showed a negative association between EFs and inattention, two participants showed a positive association between EF and inattention. This study demonstrated meaningful person-specific trajectories of EFs, suggesting that future study should undertake the analysis of individual development before data-aggregation or generalization from aggregate statistics to individuals.
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spelling pubmed-78696242021-02-09 Exploring Idiographic Approaches to Children's Executive Function Performance: An Intensive Longitudinal Study Yu, Dian Yang, Pei-Jung Geldhof, G. John Tyler, Corine P. Gansert, Patricia K. Chase, Paul A. Lerner, Richard M. J Pers Oriented Res Articles Traditional variable-centered research on executive functions (EFs) often infers intraindividual development using group-based averages. Such a method masks meaningful individuality and involves the fallacy of equating group-level data with person-specific changes. We used an intensive longitudinal design to study idiographic executive function fluctuation among ten boys from Grade 4. Each of the participants completed between 33 and 43 measurement occasions (M = 38.8) across approximately three months. Data were collected remotely using a computerized short version of the Dimensional Change Card Sort task. Multi-group analyses of three participant pairs (Participants 5 and 3, 5 and 2, and 5 and 6) demonstrated that Participant 5 differed from Participants 3 and 2 in different ways but Participants 5 and 6 were similar in all comparisons. Dynamic structural equation modeling demonstrated unique individual trajectories, which were not represented by the trajectory of group-averages. Although more than half of the participants showed a negative association between EFs and inattention, two participants showed a positive association between EF and inattention. This study demonstrated meaningful person-specific trajectories of EFs, suggesting that future study should undertake the analysis of individual development before data-aggregation or generalization from aggregate statistics to individuals. Scandinavian Society for Person-Oriented Research 2020-12-30 /pmc/articles/PMC7869624/ /pubmed/33569153 http://dx.doi.org/10.17505/jpor.2020.22401 Text en © Person-Oriented Research https://person-research.org/journal/ Authors of articles published in Journal for Person-Oriented Research retain the copyright of their articles and are free to reproduce and disseminate their work.
spellingShingle Articles
Yu, Dian
Yang, Pei-Jung
Geldhof, G. John
Tyler, Corine P.
Gansert, Patricia K.
Chase, Paul A.
Lerner, Richard M.
Exploring Idiographic Approaches to Children's Executive Function Performance: An Intensive Longitudinal Study
title Exploring Idiographic Approaches to Children's Executive Function Performance: An Intensive Longitudinal Study
title_full Exploring Idiographic Approaches to Children's Executive Function Performance: An Intensive Longitudinal Study
title_fullStr Exploring Idiographic Approaches to Children's Executive Function Performance: An Intensive Longitudinal Study
title_full_unstemmed Exploring Idiographic Approaches to Children's Executive Function Performance: An Intensive Longitudinal Study
title_short Exploring Idiographic Approaches to Children's Executive Function Performance: An Intensive Longitudinal Study
title_sort exploring idiographic approaches to children's executive function performance: an intensive longitudinal study
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7869624/
https://www.ncbi.nlm.nih.gov/pubmed/33569153
http://dx.doi.org/10.17505/jpor.2020.22401
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