Related Experiment Video
Updated: May 12, 2025

Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention
Published on: December 15, 2023
Advances in complex thinking and neurotechnologies in education: a bibliometric analysis of research trends
Jorge Sanabria-Z1,2, Manuel Cebral-Loureda3, Javier M Antelis4
1School of Architecture, Art and Design, Tecnologico de Monterrey, Monterrey, Mexico.
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.
More Related Videos
10:43Eye-tracking Technology and Data-mining Techniques used for a Behavioral Analysis of Adults engaged in Learning Processes
Published on: June 10, 2021
12:55Multimodal Protocol for Assessing Metacognition and Self-Regulation in Adults with Learning Difficulties
Published on: September 27, 2020
Related Concept Videos
Introduction to Cognitive Psychology
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
Cognitivism
Previously dominated by behaviorism, which prioritized observable behaviors and largely ignored mental processes, psychology transformed in the 1950s. Cognitive psychologists argue that understanding how we think and process...
Neuroplasticity
Information Processing Approach
Revisionist Views of Adolescent and Adult Cognition
Brain Imaging
These technologies include computerized axial tomography (CAT or CT scans), positron-emission tomography (PET scans), magnetic resonance imaging (MRI), functional magnetic resonance imaging (fMRI), and Transcranial Magnetic...