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为什么以及如何在教育神经科学研究中收集有代表性的研究样本。

Why and how to collect representative study samples in educational neuroscience research.

机构信息

School of Education & Human Development, University of Virginia, Ridley Hall 126, P.O. Box 800784, 405 Emmet Street South, Charlottesville, VA, United States.

School of Education & Human Development, University of Virginia, Ridley Hall 126, P.O. Box 800784, 405 Emmet Street South, Charlottesville, VA, United States.

出版信息

Trends Neurosci Educ. 2024 Jun;35:100231. doi: 10.1016/j.tine.2024.100231. Epub 2024 May 26.

Abstract

BACKGROUND

Educational neuroscience research, which investigates the neurobiological mechanisms of learning, has historically incorporated samples drawn mostly from white, middle-class, and/or suburban populations. However, sampling in research without attending to representation can lead to biased interpretations and results that are less generalizable to an intended target population. Prior research revealing differences in neurocognitive outcomes both within- and across-groups further suggests that such practices may obscure significant effects with practical implications.

BARRIERS

Negative attitudes among historically marginalized communities, stemming from historical mistreatment, biased research outcomes, and implicit or explicit attitudes among research teams, can hinder diverse participation. Qualities of the research process including language requirements, study locations, and time demands create additional barriers.

SOLUTIONS

Flexible data collection approaches, community engaugement, and transparent reporting could build trust and enhance sampling diversity. Longer-term solutions include prioritizing research questions relevant to marginalized communities, increasing workforce diversity, and detailed reporting of sample demographics. Such concerted efforts are essential for robust educational neuroscience research to maximize positive impacts broadly across learners.

摘要

背景

教育神经科学研究旨在探究学习的神经生物学机制,其历史样本主要来自白人、中产阶级和/或郊区人群。然而,在研究中不注重代表性的抽样可能导致有偏差的解释和结果,这些结果不太适用于目标人群。先前的研究表明,无论是在群体内还是群体间,神经认知结果都存在差异,这进一步表明,此类做法可能会掩盖具有实际意义的重要影响。

障碍

历史上处于边缘地位的社区由于历史上受到的虐待、有偏差的研究结果以及研究团队的隐含或明确态度,可能会对多样化的参与造成阻碍。研究过程的性质,包括语言要求、研究地点和时间要求,也构成了额外的障碍。

解决方案

灵活的数据收集方法、社区参与和透明的报告可以建立信任,增强抽样多样性。长期解决方案包括优先考虑与边缘化社区相关的研究问题、增加劳动力多样性以及详细报告样本人口统计学信息。这些协同努力对于教育神经科学研究的稳健发展至关重要,可以最大限度地扩大学习者的积极影响。

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