How to capture developmental brain dynamics: gaps and solutions

Capturing developmental and learning-induced brain dynamics is extremely challenging as changes occur interactively across multiple levels and emerging functions. Different levels include the (social) environment, cognitive and behavioral levels, structural and functional brain changes, and genetics...

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Autores principales:	Nienke van Atteveldt, Maaike Vandermosten, Wouter Weeda, Milene Bonte
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2021
Materias:	Special aspects of education LC8-6691 Neurosciences. Biological psychiatry. Neuropsychiatry RC321-571
Acceso en línea:	https://doaj.org/article/8449912fcc0d44c486cca9f14ff35475
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spelling	oai:doaj.org-article:8449912fcc0d44c486cca9f14ff354752021-12-02T14:29:08ZHow to capture developmental brain dynamics: gaps and solutions10.1038/s41539-021-00088-62056-7936https://doaj.org/article/8449912fcc0d44c486cca9f14ff354752021-05-01T00:00:00Zhttps://doi.org/10.1038/s41539-021-00088-6https://doaj.org/toc/2056-7936Capturing developmental and learning-induced brain dynamics is extremely challenging as changes occur interactively across multiple levels and emerging functions. Different levels include the (social) environment, cognitive and behavioral levels, structural and functional brain changes, and genetics, while functions include domains such as math, reading, and executive function. Here, we report the insights that emerged from the workshop “Capturing Developmental Brain Dynamics”, organized to bring together multidisciplinary approaches to integrate data on development and learning across different levels, functions, and time points. During the workshop, current main gaps in our knowledge and tools were identified including the need for: (1) common frameworks, (2) longitudinal, large-scale, multisite studies using representative participant samples, (3) understanding interindividual variability, (4) explicit distinction of understanding versus predicting, and (5) reproducible research. After illustrating interactions across levels and functions during development, we discuss the identified gaps and provide solutions to advance the capturing of developmental brain dynamics.Nienke van AtteveldtMaaike VandermostenWouter WeedaMilene BonteNature PortfolioarticleSpecial aspects of educationLC8-6691Neurosciences. Biological psychiatry. NeuropsychiatryRC321-571ENnpj Science of Learning, Vol 6, Iss 1, Pp 1-7 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Special aspects of education LC8-6691 Neurosciences. Biological psychiatry. Neuropsychiatry RC321-571
spellingShingle	Special aspects of education LC8-6691 Neurosciences. Biological psychiatry. Neuropsychiatry RC321-571 Nienke van Atteveldt Maaike Vandermosten Wouter Weeda Milene Bonte How to capture developmental brain dynamics: gaps and solutions
description	Capturing developmental and learning-induced brain dynamics is extremely challenging as changes occur interactively across multiple levels and emerging functions. Different levels include the (social) environment, cognitive and behavioral levels, structural and functional brain changes, and genetics, while functions include domains such as math, reading, and executive function. Here, we report the insights that emerged from the workshop “Capturing Developmental Brain Dynamics”, organized to bring together multidisciplinary approaches to integrate data on development and learning across different levels, functions, and time points. During the workshop, current main gaps in our knowledge and tools were identified including the need for: (1) common frameworks, (2) longitudinal, large-scale, multisite studies using representative participant samples, (3) understanding interindividual variability, (4) explicit distinction of understanding versus predicting, and (5) reproducible research. After illustrating interactions across levels and functions during development, we discuss the identified gaps and provide solutions to advance the capturing of developmental brain dynamics.
format	article
author	Nienke van Atteveldt Maaike Vandermosten Wouter Weeda Milene Bonte
author_facet	Nienke van Atteveldt Maaike Vandermosten Wouter Weeda Milene Bonte
author_sort	Nienke van Atteveldt
title	How to capture developmental brain dynamics: gaps and solutions
title_short	How to capture developmental brain dynamics: gaps and solutions
title_full	How to capture developmental brain dynamics: gaps and solutions
title_fullStr	How to capture developmental brain dynamics: gaps and solutions
title_full_unstemmed	How to capture developmental brain dynamics: gaps and solutions
title_sort	how to capture developmental brain dynamics: gaps and solutions
publisher	Nature Portfolio
publishDate	2021
url	https://doaj.org/article/8449912fcc0d44c486cca9f14ff35475
work_keys_str_mv	AT nienkevanatteveldt howtocapturedevelopmentalbraindynamicsgapsandsolutions AT maaikevandermosten howtocapturedevelopmentalbraindynamicsgapsandsolutions AT wouterweeda howtocapturedevelopmentalbraindynamicsgapsandsolutions AT milenebonte howtocapturedevelopmentalbraindynamicsgapsandsolutions
_version_	1718391262922407936

How to capture developmental brain dynamics: gaps and solutions

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