Relation of life sciences students' metacognitive monitoring to neural activity during biology error detection.

IF 3.6 1区 心理学 Q1 EDUCATION & EDUCATIONAL RESEARCH npj Science of Learning Pub Date : 2024-03-04 DOI:10.1038/s41539-024-00231-z
Mei Grace Behrendt, Carrie Clark, McKenna Elliott, Joseph Dauer
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Abstract

Metacognitive calibration-the capacity to accurately self-assess one's performance-forms the basis for error detection and self-monitoring and is a potential catalyst for conceptual change. Limited brain imaging research on authentic learning tasks implicates the lateral prefrontal and anterior cingulate brain regions in expert scientific reasoning. This study aimed to determine how variation in undergraduate life sciences students' metacognitive calibration relates to their brain activity when evaluating the accuracy of biological models. Fifty undergraduate students enrolled in an introductory life sciences course completed a biology model error detection task during fMRI. Students with higher metacognitive calibration recruited lateral prefrontal regions linked in prior research to expert STEM reasoning to a greater extent than those with lower metacognitive calibration. Findings suggest that metacognition relates to important individual differences in undergraduate students' use of neural resources during an authentic educational task and underscore the importance of fostering metacognitive calibration in the classroom.

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生命科学学生的元认知监控与生物错误检测过程中神经活动的关系。
元认知校准--准确自我评估表现的能力--是错误检测和自我监控的基础,也是概念改变的潜在催化剂。关于真实学习任务的有限脑成像研究表明,外侧前额叶和前扣带回脑区与专家科学推理有关。本研究旨在确定在评估生物模型的准确性时,生命科学本科生元认知校准的差异与他们大脑活动的关系。参加生命科学入门课程的 50 名本科生在进行 fMRI 时完成了一项生物模型错误检测任务。与元认知校准度较低的学生相比,元认知校准度较高的学生比元认知校准度较低的学生在更大程度上动用了先前研究中与 STEM 专家推理有关的前额叶外侧区域。研究结果表明,元认知与本科生在真实教育任务中使用神经资源的重要个体差异有关,并强调了在课堂上培养元认知校准的重要性。
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CiteScore
5.40
自引率
7.10%
发文量
29
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