Moriya Hiroki, Machida Akiko, Munakata Taro, Herai Tomomitsu, Tagai Keiko
Centan Inc., Minato-ku, Japan.
MIRAI Technology Institute, Shiseido Co., Ltd., Yokohama, Japan.
Front Psychol. 2024 May 14;15:1225737. doi: 10.3389/fpsyg.2024.1225737. eCollection 2024.
Cosmetic behavior is an important daily activity, especially for women, because it increases visual attractiveness, self-confidence, and positive emotions. However, it is unknown whether a relationship exists between physiological measures and subjective experiences during the series of cosmetic behaviors.
Electroencephalograms (EEG) and electrocardiograms (ECG) from thirty female participants who were asked to look in a mirror after applying skincare, as well as base, eye, cheek, and lip makeup were recorded. The price range of cosmetic products was also considered. Subjective evaluations of the skin surface, emotions, and self-confidence were equally measured after looking in the mirror at each step of the cosmetic behavior. Linear mixed models were fitted to examine whether the subjective experience could be explained by the variety of cosmetic products and/or physiological responses.
The subjective evaluation was summarized into the following three factors using a factor analysis: self-confidence, hedonic perception, and negative emotion. Each theta-band (4-6 Hz) power, alpha-band (8-13 Hz) power of the EEG, and heart rate variability measures were subjected to a principal component analysis separately. The linear mixed models indicated that the variation in the self-confidence score and the negative emotion score was explained only by the steps of cosmetic behaviors, that is, self-confidence increased while negative emotions decreased as the steps of cosmetic behaviors proceeded. On the other hand, the hedonic perception score was explained by the interaction of the steps of cosmetic behaviors and price, indicating that positive tactile perception and positive emotion were higher when luxury cosmetic products were applied than when affordable products were applied. Furthermore, the model indicated that the hedonic perception score was positively associated with the alpha-band power over occipital sites whereas sympathetic nervous system activity was negatively associated with the alpha-band power over lateral central sites.
These results suggest that positive perceptual and emotional experiences are associated with greater attention to somatosensory information than to visual information and sympathetic autonomic nervous system activities. The current results also emphasize the possibility of using physiological measurements as objective measures of cosmetic behavior.
美容行为是一项重要的日常活动,对女性而言尤其如此,因为它能提升视觉吸引力、增强自信心并带来积极情绪。然而,在一系列美容行为过程中,生理指标与主观体验之间是否存在关联尚不清楚。
记录了30名女性参与者在涂抹护肤品以及涂抹粉底、眼部、脸颊和唇部妆容后照镜子时的脑电图(EEG)和心电图(ECG)。同时也考虑了化妆品的价格范围。在美容行为的每个步骤照镜子后,对皮肤表面、情绪和自信心进行了主观评估。采用线性混合模型来检验主观体验是否可以由化妆品种类和/或生理反应来解释。
通过因子分析将主观评估归纳为以下三个因素:自信心、享乐感知和负面情绪。分别对脑电图的每个θ波段(4 - 6赫兹)功率、α波段(8 - 13赫兹)功率以及心率变异性指标进行主成分分析。线性混合模型表明,自信心得分和负面情绪得分的变化仅由美容行为步骤来解释,即随着美容行为步骤的推进,自信心增强而负面情绪减少。另一方面,享乐感知得分由美容行为步骤和价格的相互作用来解释,这表明使用奢侈化妆品时比使用平价产品时,积极的触觉感知和积极情绪更高。此外,该模型表明享乐感知得分与枕叶部位的α波段功率呈正相关,而交感神经系统活动与外侧中央部位的α波段功率呈负相关。
这些结果表明,积极的感知和情感体验与对体感信息而非视觉信息以及交感自主神经系统活动的更多关注相关。当前结果还强调了将生理测量用作美容行为客观指标的可能性。