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Updated: May 2, 2026

Inter-Brain Synchrony in Open-Ended Collaborative Learning: An fNIRS-Hyperscanning Study
Published on: July 21, 2021
Interpersonal brain synchronization at frontopolar cortices underlies better advice-taking in groups
Linwei Yu1, Yutong Hua1, Xiaorong Gan1
1Shanghai Key Laboratory of Mental Health and Psychological Crisis Intervention, School of Psychology and Cognitive Science, East China Normal University, Shanghai 200062, China.
Groups are better at taking advice from unreliable sources than individuals. This is linked to enhanced brain synchronization in the frontopolar cortex, improving decision-making and learning from bad advice.
Area of Science:
- Cognitive Neuroscience
- Social Psychology
- Decision Science
Background:
- Individuals often seek external advice to improve decision-making.
- Assessing the reliability of advice is crucial but complex.
- Collective advice-taking mechanisms remain under-explored.
Purpose of the Study:
- To investigate how groups versus individuals collectively take advice.
- To examine the neural underpinnings of group advice-taking using interpersonal brain synchronization (IBS).
- To determine if group performance differs based on advice reliability.
Main Methods:
- Participant dyads (n=35) performed an advice-taking task.
- Advice was sourced from reliable or unreliable others.
- Interpersonal brain synchronization (IBS) was measured using functional near-infrared spectroscopy (fNIRS) hyperscanning.
- Bayesian reinforcement learning models analyzed learning rates.
Main Results:
- Dyads outperformed individuals when taking advice from unreliable sources.
- Dyads showed higher learning rates for bad advice than good advice.
- Enhanced frontopolar cortex IBS correlated positively with learning rates and dyad performance.
- These effects were specific to unreliable advice and group settings.
Conclusions:
- Groups demonstrate superior ability to discern and utilize advice from unreliable sources compared to individuals.
- Enhanced neural coupling (IBS) in the frontopolar cortex may underpin this group advantage.
- Findings suggest a cognitive-brain mechanism for effective group advice-taking, particularly in navigating uncertainty.
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