Neuroimaging of learning and development: improving ecological validity.

Nienke van Atteveldt, Marlieke T R van Kesteren, Barbara Braams, Lydia Krabbendam
{"title":"Neuroimaging of learning and development: improving ecological validity.","authors":"Nienke van Atteveldt, Marlieke T R van Kesteren, Barbara Braams, Lydia Krabbendam","doi":"10.14786/flr.v6i3.366","DOIUrl":null,"url":null,"abstract":"<p><p>Modern neuroscience research, including neuroimaging techniques such as functional magnetic resonance imaging (fMRI), has provided valuable insights that advanced our understanding of brain development and learning processes significantly. However, there is a lively discussion about whether and how these insights can be meaningful to the educational practice. One of the main challenges is the low ecological validity of neuroimaging studies, making it hard to translate neuroimaging findings to real-life learning situations. Here, we describe four approaches that increase the ecological validity of neuroimaging experiments: using more naturalistic stimuli and tasks, moving the research to more naturalistic settings by using portable neuroimaging devices, combining tightly controlled lab-based neuroimaging measurements with real-life variables and follow-up field studies, and including stakeholders from the practice at all stages of the research. We illustrate these approaches with examples and explain how these directions of research optimize the benefits of neuroimaging techniques to study learning and development. This paper provides a frontline overview of methodological approaches that can be used for future neuroimaging studies to increase their ecological validity and thereby their relevance and applicability to the learning practice.</p>","PeriodicalId":37057,"journal":{"name":"Frontline Learning Research","volume":"6 3 1","pages":"186-203"},"PeriodicalIF":0.0000,"publicationDate":"2018-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6887532/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontline Learning Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.14786/flr.v6i3.366","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Modern neuroscience research, including neuroimaging techniques such as functional magnetic resonance imaging (fMRI), has provided valuable insights that advanced our understanding of brain development and learning processes significantly. However, there is a lively discussion about whether and how these insights can be meaningful to the educational practice. One of the main challenges is the low ecological validity of neuroimaging studies, making it hard to translate neuroimaging findings to real-life learning situations. Here, we describe four approaches that increase the ecological validity of neuroimaging experiments: using more naturalistic stimuli and tasks, moving the research to more naturalistic settings by using portable neuroimaging devices, combining tightly controlled lab-based neuroimaging measurements with real-life variables and follow-up field studies, and including stakeholders from the practice at all stages of the research. We illustrate these approaches with examples and explain how these directions of research optimize the benefits of neuroimaging techniques to study learning and development. This paper provides a frontline overview of methodological approaches that can be used for future neuroimaging studies to increase their ecological validity and thereby their relevance and applicability to the learning practice.

学习与发展的神经影像:改善生态效度。
现代神经科学研究,包括功能磁共振成像(fMRI)等神经成像技术,提供了有价值的见解,大大提高了我们对大脑发育和学习过程的理解。然而,关于这些见解是否以及如何对教育实践有意义,人们进行了热烈的讨论。其中一个主要挑战是神经影像学研究的生态有效性较低,这使得神经影像学研究结果很难转化为现实生活中的学习情况。在这里,我们描述了四种提高神经成像实验生态有效性的方法:使用更自然的刺激和任务,通过使用便携式神经成像设备将研究转移到更自然的环境中,将严格控制的实验室神经成像测量与现实生活变量和后续的实地研究相结合,并在研究的各个阶段包括来自实践的利益相关者。我们举例说明这些方法,并解释这些研究方向如何优化神经成像技术在研究学习和发展方面的好处。本文提供了方法学方法的前沿概述,这些方法学方法可用于未来的神经影像学研究,以提高其生态有效性,从而提高其对学习实践的相关性和适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Frontline Learning Research
Frontline Learning Research Social Sciences-Education
CiteScore
5.50
自引率
0.00%
发文量
6
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信