A Neuroscience-Based Learning Technique: Framework and Application to STEM
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A Neuroscience-Based Learning Technique: Framework and Application to STEM

Authors: Dante J. Dorantes-González, Aldrin Balsa-Yepes


Existing learning techniques such as problem-based learning, project-based learning, or case study learning are learning techniques that focus mainly on technical details, but give no specific guidelines on learner’s experience and emotional learning aspects such as arousal salience and valence, being emotional states important factors affecting engagement and retention. Some approaches involving emotion in educational settings, such as social and emotional learning, lack neuroscientific rigorousness and use of specific neurobiological mechanisms. On the other hand, neurobiology approaches lack educational applicability. And educational approaches mainly focus on cognitive aspects and disregard conditioning learning. First, authors start explaining the reasons why it is hard to learn thoughtfully, then they use the method of neurobiological mapping to track the main limbic system functions, such as the reward circuit, and its relations with perception, memories, motivations, sympathetic and parasympathetic reactions, and sensations, as well as the brain cortex. The authors conclude explaining the major finding: The mechanisms of nonconscious learning and the triggers that guarantee long-term memory potentiation. Afterward, the educational framework for practical application and the instructors’ guidelines are established. An implementation example in engineering education is given, namely, the study of tuned-mass dampers for earthquake oscillations attenuation in skyscrapers. This work represents an original learning technique based on nonconscious learning mechanisms to enhance long-term memories that complement existing cognitive learning methods.

Keywords: Emotion, emotion-enhanced memory, learning technique, STEM.

Digital Object Identifier (DOI): doi.org/1

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[1] C. Marshall, “Montessori education: A review of the evidence base.” npj Science of Learning, vol. 2, no. 11, pp. 1-11, 2017.
[2] M. Montessori, From Childhood to Adolescence: Including Erdkinder and the function of the university. New York: Schocken books, 1973, pp. 123–135.
[3] B. Malm, “Constructing professional identities: Montessori teachers’ voices and visions,” Scandinavial J. of Educational Research, vol. 48, pp. 397–412, 2004.
[4] K. S. LaBar, and R. Cabeza, “Cognitive neuroscience of emotional memory.” Nature Reviews, Neuroscience, vol. 7, pp. 54–64, 2006.
[5] E. A. Kensinger, and S. Corkin, “Two routes to emotional memory: distinct neural processes for valence and arousal,” Proceedings of the National Academy of Sciences of the United States of America, vol. 101, no. 9, pp. 3310–3315, 2004.
[6] S. Righi, T. Marzi, M. Toscani, S. Baldassi, S. Ottonello, M. P. Viggiano, “Fearful expressions enhance recognition memory: Electrophysiological evidence,” Acta Psychologica, vol. 139, no. 1, pp. 7-18, 2012.
[7] K. R. M. Steinmetz, D. R. Addis, and E. A. Kensinger, “The Effect of Arousal on the Emotional Memory Network Depends on Valence,” Neuroimage, vol. 53, no. 1, pp. 318–324, 2010.
[8] C. Kang, Z. Wang, A. Surina, and W. Lü, “Immediate emotion-enhanced memory dependent on arousal and valence: The role of automatic and controlled processing,” Acta Psychologica, vol. 150, pp. 153–160, 2014.
[9] A. K. Anderson, Y. Yamaguchi, W. Grabski, and D. Lacka, “Emotional memories are not all created equal: Evidence for selective memory enhancement,” Learning & Memory, vol. 13, no. 6, pp. 711–718, 2006.
[10] D. Talmi, U. Schimmack, T. Paterson, M. Moscovitch, “The role of attention and relatedness in emotionally enhanced memory,” Emotion, vol. 7, no. 1, pp. 89-102, 2007.
[11] D. Talmi, and L. M. McGarry, “Accounting for immediate emotional memory enhancement,” Journal of Memory and Language, vol. 66, no. 1, pp. 93–108, 2012.
[12] S. Lupien, “Brains under Stress,” The Canadian Journal of Psychiatry, vol. 54, no. 1, pp. 4-5, 2009.