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ORIGINAL RESEARCH article

Front. Neurosci.

Sec. Decision Neuroscience

This article is part of the Research TopicThe brain and social interactions: from paradigms of social emotion recognition to hyperscanningView all 5 articles

Inter-brain synchrony between undergraduate students during a naturalistic online seminar predicted greater relational satisfaction and task performance

Provisionally accepted
Atiqah  AzhariAtiqah Azhari1*Ashvina  RaiAshvina Rai1Han Sheng  HoHan Sheng Ho1Ajevan  JegathisanAjevan Jegathisan1Shafeeqah  GillShafeeqah Gill1Noelle  NorforNoelle Norfor1Zan  ChenZan Chen2
  • 1Psychology Programme, School of Humanities and Behavioural Sciences, Singapore University of Social Sciences, Singapore, Singapore
  • 2Institute of Adult Learning, Singapore University of Social Sciences, Singapore, Singapore

The final, formatted version of the article will be published soon.

As higher education increasingly transitions to online platforms such as Zoom, understanding the mechanisms that underlie effective virtual collaboration has become essential. Prior research has shown that relational quality, trust, and communication strongly influence online collaborative learning; however, the real-time cognitive and affective dynamics underpinning these interactions are yet to be elucidated. This study addresses this gap by examining inter-brain synchrony (IBS) – the alignment of neural activity between individuals – as an indicator of collaborative success. Using functional Near-Infrared Spectroscopy (fNIRS) hyperscanning, we investigated IBS in 30 dyads of undergraduate students engaged in a naturalistic three-phase Zoom seminar comprising lecture viewing, interactive discussion, and a presentation. Inter-brain synchrony between partners was computed in the prefrontal cortex, and outcomes were assessed via relational satisfaction questionnaires and standardized ratings of presentations. Results showed that BS emerged predominantly during active discussions, but not during passive lecture viewing, underscoring the importance of interactive engagement in generating neural alignment. Crucially, higher IBS during discussion predicted both greater group relational satisfaction and improved task performance. These findings extend prior evidence that IBS supports cooperation, demonstrating that neural synchrony can occur even without physical co-presence and is associated with both performance and satisfaction in virtual educational settings.

Keywords: Online collaborative learning, Virtual learning, Inter-brain synchrony (IBS), fNIRS, hyperscanning, Relational satisfaction, task performance, Prefrontal Cortex

Received: 15 Sep 2025; Accepted: 27 Oct 2025.

Copyright: © 2025 Azhari, Rai, Ho, Jegathisan, Gill, Norfor and Chen. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Atiqah Azhari, atiqah.azhari.09@gmail.com

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