4.4 Article

Assessing and conceptualizing frontal EEG asymmetry: An updated primer on recording, processing, analyzing, and interpreting frontal alpha asymmetry

期刊

INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY
卷 111, 期 -, 页码 98-114

出版社

ELSEVIER SCIENCE BV
DOI: 10.1016/j.ijpsycho.2016.11.005

关键词

Frontal EEG asymmetry; Signal processing; ICA artifact correction; Statistical models

资金

  1. National Institutes of Health [R01 MH066902, R21 MH101398]

向作者/读者索取更多资源

Frontal electroencephalographic (EEG) alpha asymmetry is widely researched in studies of emotion, motivation, and psychopathology, yet it is a metric that has been quantified and analyzed using diverse procedures, and diversity in procedures muddles cross-study interpretation. The aim of this article is to provide an updated tutorial for EEG alpha asymmetry recording, processing, analysis, and interpretation, with an eye towards improving consistency of results across studies. First, a brief background in alpha asymmetry findings is provided. Then, some guidelines for recording, processing, and analyzing alpha asymmetry are presented with an emphasis on the creation of asymmetry scores, referencing choices, and artifact removal. Processing steps are explained in detail, and references to MATLAB-based toolboxes that are helpful for creating and investigating alpha asymmetry are noted. Then, conceptual challenges and interpretative issues are reviewed, including a discussion of alpha asymmetry as a mediator/moderator of emotion and psychopathology. Finally, the effects of two automated component-based artifact correction algorithms MARA and ADJUST on frontal alpha asymmetry are evaluated. (C) 2016 Elsevier B.V. All rights reserved.

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