Related Experiment Video
Updated: Dec 8, 2025

Author Spotlight: Unveiling Mechanisms of Stress Resilience - Significant Findings, Advancements, and Future Research
Published on: December 15, 2023
Individual dynamics of delta-beta coupling: using a multilevel framework to examine inter- and intraindividual
Berenice Anaya1, Alicia M Vallorani1, Koraly Pérez-Edgar1
1Department of Psychology, The Pennsylvania State University, University Park, PA, USA.
Background:
Variation in EEG-derived delta-beta coupling has recently emerged as a potential neural marker of emotion regulation, providing a novel and noninvasive method for assessing a risk factor for anxiety. However, our understanding of delta-beta coupling has been limited to group-level comparisons, which provide limited information about an individual's neural dynamics.
Methods:
The present study used multilevel modeling to map second-by-second coupling patterns between delta and beta power. Specifically, we examined how inter- and intraindividual delta-beta coupling patterns changed as a function of social anxiety symptoms and temperamental behavioral inhibition (BI).
Results:
We found that stronger inter- and intraindividual delta-beta coupling were both associated with social anxiety. In contrast, the high-BI group showed weaker coupling relative to the non-BI group, a pattern that did not emerge when analyzing continuous scores of BI.
Conclusions:
In characterizing inter- and intraindividual coupling across the sample, we illustrate the utility of examining neural processes across levels of analysis in relation to psychopathology to create multilevel assessments of functioning and risk.
Related Concept Videos
Social Anxiety Disorder
Social Psychology and Individual Behavior
Causes of Social Behavior III: Biological and Environmental Influences
Cognition and Behavior
Deindividuation
Theory of Romantic Attachment in Adulthood

