How Can People Express Their Trait Self-Esteem Through Their Faces in 3D Space?
Wang, Xiaoyang1,2; Liu, Xiaoqian1,2; Wang, Yuqian2; Zhu, Tingshao1,2
刊名FRONTIERS IN PSYCHOLOGY
2021-02-04
卷号12页码:9
关键词facial expressions three-dimensional data gender logistic regression trait self-esteem two-way ANOVA
ISSN号1664-1078
DOI10.3389/fpsyg.2021.591682
产权排序1
文献子类实证研究
英文摘要

Background Trait self-esteem reflects stable self-evaluation, and it affects social interaction patterns. However, whether and how trait self-esteem can be expressed through behaviors are controversial. Considering that facial expressions can effectively convey information related to personal traits, the present study investigated the three-dimensional (3D) facial movements related to self-esteem level and the sex differences therein. Methods The sample comprised 238 participants (46.2% males, 53.8% females). Their levels of trait self-esteem were evaluated by employing the Rosenberg Self-Esteem Scale (SES) (47.9% low self-esteem, 52.1% high self-esteem). During self-introductions, their facial movements in 3D space were recorded by Microsoft Kinect. Two-way ANOVA was performed to analyze the effect of self-esteem and gender on 3D facial movements. Additionally, Logistic regression models were established to describe the relationship between 3D facial movements and self-esteem levels in both genders. Results The results of two-way ANOVA revealed a main effect of trait self-esteem level for cheeks and lips' movements. Meanwhile, there was a significant interaction between trait self-esteem and gender on the variability of lips' movements. In addition, the combination of facial movements can effectively identify trait self-esteem in men and women, with 75.5 and 68% accuracy, respectively. Conclusion The present results suggest that the 3D facial expressions of individuals with different trait self-esteem levels were different, and such difference is affected by gender. Our study explores a possible way in which trait self-esteem plays a role in social interaction and also provides the basis for automatic self-esteem recognition.

资助项目Key Research Program of the Chinese Academy of Sciences[ZDRW-XH-2019-4]
WOS关键词POWER ANALYSIS ; PERSONALITY ; GENDER ; ACCURACY ; IMPLICIT ; CHEEK ; SATISFACTION ; ADOLESCENTS ; PERCEPTIONS ; CHILDREN
WOS研究方向Psychology
语种英语
出版者FRONTIERS MEDIA SA
WOS记录号WOS:000619004100001
内容类型期刊论文
源URL[http://ir.psych.ac.cn/handle/311026/38638]  
专题心理研究所_社会与工程心理学研究室
通讯作者Liu, Xiaoqian
作者单位1.Univ Chinese Acad Sci, Dept Psychol, Beijing, Peoples R China
2.Chinese Acad Sci, Inst Psychol, Beijing, Peoples R China
推荐引用方式
GB/T 7714
Wang, Xiaoyang,Liu, Xiaoqian,Wang, Yuqian,et al. How Can People Express Their Trait Self-Esteem Through Their Faces in 3D Space?[J]. FRONTIERS IN PSYCHOLOGY,2021,12:9.
APA Wang, Xiaoyang,Liu, Xiaoqian,Wang, Yuqian,&Zhu, Tingshao.(2021).How Can People Express Their Trait Self-Esteem Through Their Faces in 3D Space?.FRONTIERS IN PSYCHOLOGY,12,9.
MLA Wang, Xiaoyang,et al."How Can People Express Their Trait Self-Esteem Through Their Faces in 3D Space?".FRONTIERS IN PSYCHOLOGY 12(2021):9.
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