Data · dataset · 2026
An fNIRS hyperscanning dataset on teacher-student synchrony during mathematical instructions in school-aged children
Listed in ScienceDB
In this work, we present a dataset of functional Near-infrared Spectroscopy (fNIRS) hyperscanning recordings collected from 65 teacher-student groups engaged in mathematics instruction, during which third-grade students learned fractions and perimeter in two separate sessions.
Description
Among the 65 groups, 58 comprised one teacher and two students—triadic hyperscanning, and 7 comprised one teacher and one student—dyadic hyperscanning, yielding a total of 125 sessions (111 triads).
The dataset includes raw optical intensity files, preprocessed hemoglobin concentration data, event markers, source-detector geometry, questionnaire measures, and demographic information. This dataset may serve as a unique resource for testing hypotheses related to math learning, how teacher-student and student-student neural synchrony may moderate classroom dynamics or predict students’ learning outcomes, and for developing new hyperscanning data analysis tool.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.36064 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Mathematics & Statistics · Social Science
- Inferred from text
- Specialist studies in education 70%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.36064 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].anzsrc:group:3904 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (70%) |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license_text | source · scidb cn | connector:scidb_cn@1.0.0 | |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |