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Published on: September 11, 2017
Decoding the impact of negative physical self-perception on inhibitory control ability from theta and beta rhythms
Junwei Lian1, Jiaqi Guo1, Xu Dai1
1Faculty of Psychology, Southwest University, Chongqing, China.
Negative physical self-perception influences eating behaviors and brain activity, impacting inhibitory control. This study reveals how theta and beta power, analyzed with multivariate pattern analysis, differentiate control abilities across weight and self-perception groups.
Area of Science:
- Neuroscience
- Psychology
- Behavioral Science
Background:
- Obesity is linked to differences in inhibitory control.
- Negative physical self-perception may influence eating behaviors and attentional bias in normal-weight individuals.
- Existing research often overlooks the role of self-perception in inhibitory control differences.
Purpose of the Study:
- To investigate inhibitory control differences between obese, normal-weight, and normal-weight individuals with high negative physical self-perception.
- To examine the neural correlates (theta and beta power) of inhibitory control in these groups.
- To assess the utility of multivariate pattern analysis (MVPA) in distinguishing inhibitory control abilities.
Main Methods:
- Collected behavioral and electroencephalography (EEG) data during a novel inhibitory control task.
- Compared inhibitory control, restraint eating behavior, and EEG power (theta and beta) across three groups.
- Utilized MVPA to decode task conditions (go/no-go) and stimuli (high- vs. low-calorie food) using EEG data.
Main Results:
- Individuals with high negative physical self-perception showed greater restraint eating behavior.
- Significant differences in theta and beta power were observed between groups.
- Theta and beta power differentiated between go/no-go conditions and food stimuli, with MVPA successfully decoding task conditions across groups.
Conclusions:
- Negative physical self-perception is a crucial factor influencing inhibitory control and eating behaviors.
- Theta and beta power, analyzed with MVPA, can reliably distinguish inhibitory control abilities across different groups.
- Future assessments of inhibitory control should consider the impact of negative physical self-perception, particularly in normal-weight individuals.
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