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Data · dataset · 2026

LL-DS-008: Multimodal Biometric Dataset of Neurophysiological Responses during a Socratic-Memetic Educational Intervention

Listed in Tecnológico de Monterrey Data Hub

This dataset was collected during an exploratory educational intervention conducted at Tecnologico de Monterrey, School of Humanities and Education, as part of a qualitative interpretative pilot study aimed at refining a didactic model based on Socratic dialogue and memetic learning strategies.

Description

Rather than a conventional classroom session, participants engaged in a structured educational experience specifically designed to stimulate critical reflection, argumentation, cognitive conflict, and creative synthesis through successive dialogical activities.

Neurophysiological activity was continuously recorded using the Muse 2 EEG headband, which captures electroencephalographic signals from four channels (TP9, AF7, AF8, and TP10) at a sampling frequency of 256 Hz. Physiological responses were simultaneously monitored using the Empatica Embrace Plus wearable device. The collected biomarkers include Electrodermal Activity (EDA), Blood Volume Pulse (BVP), Skin Temperature, and derived cardiovascular indicators obtained from photoplethysmographic signals.

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These physiological measurements provide information regarding autonomic nervous system activation, emotional arousal, stress regulation, and physiological adaptation during reflective and dialogical learning activities. In addition to biometric recordings, the dataset includes demographic variables and self-reported perception measures regarding sleep habits, alertness, fatigue, perceived stress, enjoyment of the activity, concentration demands, cognitive engagement, and subjective perceptions associated with each instructional phase.

This dataset aims to document the neurological, physiological, and perceptual responses elicited during a Socratic-memetic educational intervention that integrates dialogical reasoning, productive cognitive conflict, and creative expression through meme production. The dataset provides a valuable resource for investigating multimodal learning analytics, cognitive and emotional dynamics during reflective educational processes, and the relationship between neurophysiological responses and pedagogical strategies that promote critical thinking and conceptual change.

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Catalogue records · 1

Topics

Inferred from text
Social and affective neuroscience 80%
Provenance · 1 source records, 16 field assertions
SourceKeyLast seenRaw
Tecnológico de Monterrey Data Hubdoi:10.57687/FK2/0P4IPT4 d agoJSON v1
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