Augmented cross-recurrence graphs for distinguishing balanced and unbalanced participation¶
Research Method · All research methods
Evidence · 2 claims (2 for) · 1 study (1 associational),q2· 0 of 1 report an effect size · 2 claims rest on one study
Description¶
A new visualization developed by the authors for dual eye-tracking data. The paper states that "we additionally developed a new visualization (augmented cross-recurrence graphs) that allows researchers to distinguish between high JVA groups that have balanced and unbalanced levels of participations." It augments cross-recurrence analysis of gaze data so researchers can see whether similarly high joint visual attention conceals unequal participation between collaborators.
Accounts¶
- Augmented cross-recurrence graphs for distinguishing balanced and unbalanced participation: A new visualization developed by the authors for dual eye-tracking data. The paper states that "we additionally developed a new visualization (augmented cross-recurrence graphs) that allows researchers to distinguish between high JVA groups that have balanced and unbalanced levels of participations." It augments cross-recurrence analysis of gaze data so researchers can see whether similarly high joint visual attention conceals unequal participation between collaborators. (Schneider et al. (2018))
Claims¶
- High joint visual attention can hide a free-rider effect in collaborative dyads [+M]
- Unbalanced participation in dyads is negatively correlated with learning gains [+M]
Related Research Methods¶
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Key Sources¶
- Schneider, B., Sharma, K., Cuendet, S., Zufferey, G., Dillenbourg, P., & Pea, R. (2018). Leveraging mobile eye-trackers to capture joint visual attention in co-located collaborative learning groups. International Journal of Computer-Supported Collaborative Learning, 13(3), 241–261. https://doi.org/10.1007/s11412-018-9281-2
Page metadata
| Field | Value |
|---|---|
type |
research-method |
id |
augmented-cross-recurrence-graphs-for-distinguishing-balanced-and-unbalanced-participation |
title |
Augmented cross-recurrence graphs for distinguishing balanced and unbalanced participation |
description |
A new visualization developed by the authors for dual eye-tracking data. |
status |
review |
generated |
by process:settle-candidates on 2026-10-18 |
trust |
unverified — no one has confirmed this page's content |
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