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Neural Activity during Natural Viewing of Sesame Street Statistically Predicts Test Scores in Early Childhood

机译:芝麻街自然观察期间的神经活动可统计预测幼儿期的考试成绩

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摘要

It is not currently possible to measure the real-world thought process that a child has while observing an actual school lesson. However, if it could be done, children's neural processes would presumably be predictive of what they know. Such neural measures would shed new light on children's real-world thought. Toward that goal, this study examines neural processes that are evoked naturalistically, during educational television viewing. Children and adults all watched the same Sesame Street video during functional magnetic resonance imaging (fMRI). Whole-brain intersubject correlations between the neural timeseries from each child and a group of adults were used to derive maps of “neural maturity” for children. Neural maturity in the intraparietal sulcus (IPS), a region with a known role in basic numerical cognition, predicted children's formal mathematics abilities. In contrast, neural maturity in Broca's area correlated with children's verbal abilities, consistent with prior language research. Our data show that children's neural responses while watching complex real-world stimuli predict their cognitive abilities in a content-specific manner. This more ecologically natural paradigm, combined with the novel measure of “neural maturity,” provides a new method for studying real-world mathematics development in the brain.
机译:当前,在观察实际的学校课程时,无法测量儿童所具有的真实世界的思维过程。但是,如果可以做到的话,儿童的神经过程大概可以预测他们所知道的。这种神经测量方法将为儿童的真实世界思想提供新的思路。为了实现这一目标,本研究研究了在观看电视教育过程中自然诱发的神经过程。儿童和成人在功能性磁共振成像(fMRI)期间都观看了相同的芝麻街视频。每个孩子和一组成年人的神经时间序列之间的全脑主体间相关性用于得出孩子的“神经成熟度”图。顶内沟(IPS)中的神经成熟(该区域在基本的数字认知中起着已知作用)预测了儿童的正规数学能力。相反,布罗卡地区的神经成熟与儿童的语言能力相关,这与先前的语言研究一致。我们的数据表明,儿童在观看复杂的现实世界刺激时的神经反应以特定于内容的方式预测了他们的认知能力。这种更加生态自然的范例与“神经成熟度”的新颖度量方法相结合,为研究大脑中的实际数学发展提供了一种新方法。

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