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In This Article

  • Summary
  • Abstract
  • Introduction
  • Protocol
  • Representative Results
  • Discussion
  • Acknowledgements
  • Materials
  • References
  • Reprints and Permissions

Summary

The protocol aims to provide a detailed description of the methodology for conducting an fNIRS hyperscanning study in psychological counseling. This includes the preparations for the experiment, the procedure for collecting data, and the subsequent data analysis process.

Abstract

Functional Near-Infrared Spectroscopy (fNIRS) hyperscanning is an innovative technique that enables real-time monitoring of brain activity among multiple individuals engaged in social interactions. Researchers in this field quantify concurrent brain activities through the index of inter-brain synchrony (IBS). In psychological counseling research, the use of fNIRS to measure IBS has garnered attention for its potential to illuminate the dynamics of counselor-client interactions. Nevertheless, the field currently lacks a standardized protocol for precisely measuring IBS between counselors and clients, which would facilitate the revelation of real-time interaction patterns during counseling sessions. To address this need, this paper proposes a detailed standardized protocol, outlining the procedural steps for conducting fNIRS hyperscanning in psychological counseling settings, focusing on the acquisition of brain signals, calculation of IBS between counselors and clients, and analysis of lead-lag patterns of IBS throughout counseling sessions. Implementing this standardized fNIRS hyperscanning pipeline not only enhances the reproducibility and reliability of IBS measurements in psychological counseling research but also facilitates deeper insights into the neural mechanisms underlying working alliance. By integrating fNIRS hyperscanning into naturalistic counseling environments, researchers can advance understanding of how IBS correlates with counseling outcomes, potentially informing personalized approaches to mental health treatment.

Introduction

In recent years, using hyperscanning techniques to explore shared brain activities during dyadic or group interactions has become a popular research direction. Researchers often employ electroencephalogram (EEG)1, functional magnetic resonance imaging (fMRI)2, or functional near-infrared spectroscopy (fNIRS)3 to monitor the neural and brain activities of multiple subjects simultaneously. The neuroscience metric of inter-brain synchrony (IBS)4 is thus introduced to quantify the degree of brain activity coupling between people with meticulous analysis of the phase and amplitu....

Protocol

All participants signed a written informed consent form before participating and were remunerated with approximately 60 yuan (Chinese currency) after the experiment. The study procedure outlined above was approved by the University Committee on Human Research Protection of East China Normal University (HR 425-2020).

1. Preparation for the experiment

  1. Measures included in the study
    1. Adult attachment style
      1. Prepare the revised Chinese version o.......

Representative Results

The results showed that there was a marginally significant effect that the secure group had higher task-related WTC increments than the dismissing group (t = 2.50, adjusted p = 0.07) at channel 19 in the angular gyrus (ANG; see Figure 2). The WTC values at CH19 were selected for further analysis of IBS. As to the time lag effect in IBS, significantly higher late-stage counselor-led IBS was observed in the dismissing group (M = 0.04, SD = 0.07) compared to .......

Discussion

In the present protocol, the specific steps of how to conduct an fNIRS hyperscanning experiment in the natural setting of psychological counseling and how to calculate the IBS between counselor and client, as well as how to determine the lead-lag patterns of IBS across the counseling are described. The detailed operation can help researchers repeat an fNIRS hyperscanning experiment and further research in open science. Some critical issues about the experiment design, experiment conducting, and data analysis are discusse.......

Acknowledgements

This research was supported by the National Natural Science Foundation of China (31900767), the Research Project of Shanghai Science and Technology Commission (20dz2260300), and The Fundamental Research Funds for the Central Universities.

....

Materials

NameCompanyCatalog NumberComments
Chinese online survey platformRanster Technology Company,Changsha,ChinaThe Free version of Wenjuanxing
EEG capCompumedics Neuroscan, Charlotte,USA64-channel Quik-Cap
fNIRS systemHitachi Medical Corporation, Tokyo,JapanETG-7100 Optical Topography SystemThe NIRSport emitted and collected
 near-infrared light at two wavelengths
 (760 and 850 nm) at a sampling rate of 10.1725Hz. 
MATLAB 2018aThe MathWorks, Inc., Natick, MAMATLAB 2018a
Swimming capDecathlon Group, Villeneuve-d'Ascq,France1681552medium size

References

  1. Liu, D. et al. Interactive brain activity: review and progress on EEG-based hyperscanning in social interactions. Front Psychol. 9, 1862 (2018).
  2. Xie, H. et al. Finding the neural correlates of collaboration using a three-person fMRI hyperscanning paradigm. Proc Natl Acad Sci U S A. 117 (37), 23066-23072 (2020).
  3. Zhang, X., Noah, J. A., Hirsch, J. Separation of the global and local components in functional near-infrared spectroscopy signals using principal component spatial filtering. Neurophotonics. 3 (1), 015004 (2016).
  4. Zhao, Q., Zhao, W., Lu, C., Du, H., Chi, P. Interpersona....

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fNIRShyperscanningpsychological counselinginter brain synchronywavelet transform coherenceleading lag pattern

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