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教育领域复杂思维与神经技术的进展:研究趋势的文献计量分析

Advances in complex thinking and neurotechnologies in education: a bibliometric analysis of research trends.

作者信息

Sanabria-Z Jorge, Cebral-Loureda Manuel, Antelis Javier M, Lee SeungHee

机构信息

School of Architecture, Art and Design, Tecnologico de Monterrey, Monterrey, Mexico.

Institute for the Future of Education, Tecnologico de Monterrey, Monterrey, Mexico.

出版信息

Cogn Process. 2025 May 10. doi: 10.1007/s10339-025-01273-w.

DOI:10.1007/s10339-025-01273-w
PMID:40347420
Abstract

Neuroscience research to decode cognitive and emotional processes has been widely embraced in education. The development of methodologies, case studies, and new technologies have advanced our understanding of students' complex thinking. Despite these advancements, long-term analysis at the convergence of neurosciences, education, and complex thinking remains limited. To address this gap, we conducted a bibliometric review using the prism method, spanning from 1960 to 2023 to map research trends, thematic evolutions, and future challenges. Our analysis of 3792 Scopus-indexed studies using advanced data visualization techniques yielded the following findings: (1) a predominant focus on critical thinking, with creativity driving innovative approaches that enhance problem-solving; (2) growing integration of neurotechnologies-such as EEG and neuroimaging-to assess and optimize cognitive engagement in educational settings; (3) an increasing emphasis on metacognition, highlighting its role as a reflective thinking strategy that fosters cogntive control and higher-order thinking; and (4) emerging research on executive functions, particularly their role in fostering decision-making and cognitive flexibility in learning environments. These findings contribute to the understanding of cognitive processes and inform practical applications in education, including the design of personalized learning strategies, real-time cognitive assessment tools, and neurotechnology-supported pedagogical models. The study advocates an interdisciplinary approach, integrating neuroscientific insights into complex thinking to enhance cognitive processing within STEAM education.

摘要

用于解码认知和情感过程的神经科学研究在教育领域已得到广泛应用。方法学、案例研究和新技术的发展推动了我们对学生复杂思维的理解。尽管取得了这些进展,但在神经科学、教育和复杂思维交叉领域的长期分析仍然有限。为了填补这一空白,我们采用棱镜法进行了文献计量综述,时间跨度从1960年至2023年,以梳理研究趋势、主题演变和未来挑战。我们使用先进的数据可视化技术对3792项Scopus索引研究进行分析,得出以下结果:(1)主要关注批判性思维,创造力推动创新方法以增强问题解决能力;(2)神经技术(如脑电图和神经成像)在教育环境中用于评估和优化认知参与度的整合日益增加;(3)对元认知的重视程度不断提高,强调其作为一种反思性思维策略在促进认知控制和高阶思维方面的作用;(4)关于执行功能的新兴研究,特别是其在学习环境中促进决策和认知灵活性方面的作用。这些发现有助于理解认知过程,并为教育中的实际应用提供信息,包括个性化学习策略的设计、实时认知评估工具以及神经技术支持的教学模型。该研究提倡跨学科方法,将神经科学见解融入复杂思维,以增强STEAM教育中的认知处理。

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本文引用的文献

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The Application of Problem-Based Learning Combined With Case-Based Learning in EEG Teaching.基于问题的学习与基于案例的学习相结合在脑电图教学中的应用
J Med Educ Curric Dev. 2024 May 5;11:23821205241252277. doi: 10.1177/23821205241252277. eCollection 2024 Jan-Dec.
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A critical study on the researches about the application of neurotechnology in education.关于神经技术在教育中应用的研究的批判性研究。
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在视觉单词的隐式处理过程中寻找印刷品中统计属性的神经表征。
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The Temporal Dynamics of Brain-to-Brain Synchrony Between Students and Teachers Predict Learning Outcomes.学生和教师之间大脑同步的时间动态可预测学习成果。
Psychol Sci. 2023 May;34(5):633-643. doi: 10.1177/09567976231163872. Epub 2023 Apr 13.
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Mindset and perceived parental support of autonomy safeguard adolescents' autonomous motivation during COVID-19 home-based learning.心态和感知到的父母对自主性的支持在新冠疫情居家学习期间保障青少年的自主动机。
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