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.
Links
Where it is published
- Dataverse dataset page datahub.tec.mx/dataset.xhtml?persistentId=doi%3A10.57687%2FFK2%2F0P4IPT ↗
landing page · from datahub tec mx
- DOI doi.org/10.57687/fk2/0p4ipt ↗
DOI / persistent id · from datahub tec mx
Catalogue records · 1
- Dataverse API datahub.tec.mx/api/datasets/:persistentId/?persistentId=doi%3A10.57687%2FFK2%… ↗
metadata API · from datahub tec mx
Topics
- Stated by source
- Computer and Information Science · Education · Medicine, Health and Life Sciences · Social Sciences
- From keywords
- Humanities · Life Sciences · Medicine & Health · Psychology & Behavioral Science · Social Science
- Inferred from text
- Social and affective neuroscience 80%
Provenance · 1 source records, 16 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Tecnológico de Monterrey Data Hub | doi:10.57687/FK2/0P4IPT | 4 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:field:520207 | enrichment · datahub tec mx | taxonomy-embedding@1.0.0 | title+keywords+description (80%) |
| concepts[field].dataverse_subject:computer-and-information-science | source · datahub tec mx | connector:datahub_tec_mx@1.0.0 | /subjects |
| concepts[field].dataverse_subject:education | source · datahub tec mx | connector:datahub_tec_mx@1.0.0 | /subjects |
| concepts[field].dataverse_subject:medicine-health-and-life-sciences | source · datahub tec mx | connector:datahub_tec_mx@1.0.0 | /subjects |
| concepts[field].dataverse_subject:social-sciences | source · datahub tec mx | connector:datahub_tec_mx@1.0.0 | /subjects |
| concepts[field].local:field:humanities | mapping · datahub tec mx | connector:datahub_tec_mx@1.0.0 | /subjects |
| concepts[field].local:field:life-sciences | mapping · datahub tec mx | connector:datahub_tec_mx@1.0.0 | /subjects |
| concepts[field].local:field:medicine-health | mapping · datahub tec mx | connector:datahub_tec_mx@1.0.0 | /subjects |
| concepts[field].local:field:psychology-behavioral | mapping · datahub tec mx | connector:datahub_tec_mx@1.0.0 | /subjects |
| concepts[field].local:field:social-science | mapping · datahub tec mx | connector:datahub_tec_mx@1.0.0 | /subjects |
| created_date | source · datahub tec mx | connector:datahub_tec_mx@1.0.0 | |
| description | source · datahub tec mx | connector:datahub_tec_mx@1.0.0 | /description |
| publication_date | source · datahub tec mx | connector:datahub_tec_mx@1.0.0 | |
| title | source · datahub tec mx | connector:datahub_tec_mx@1.0.0 | /name |
| updated_date | source · datahub tec mx | connector:datahub_tec_mx@1.0.0 | |
| version_label | source · datahub tec mx | connector:datahub_tec_mx@1.0.0 |