Accuracy and Speed of Emotion Recognition With Face Masks.

IF 1.8 Q2 PSYCHOLOGY, MULTIDISCIPLINARY
Europes Journal of Psychology Pub Date : 2024-02-29 eCollection Date: 2024-02-01 DOI:10.5964/ejop.11789
Arben Hysenaj, Mariel Leclère, Bernard Tahirbegolli, Dorentina Kuqi, Albane Isufi, Lulejete Prekazi, Nevzat Shemsedini, Driton Maljichi, Rina Meha
{"title":"Accuracy and Speed of Emotion Recognition With Face Masks.","authors":"Arben Hysenaj, Mariel Leclère, Bernard Tahirbegolli, Dorentina Kuqi, Albane Isufi, Lulejete Prekazi, Nevzat Shemsedini, Driton Maljichi, Rina Meha","doi":"10.5964/ejop.11789","DOIUrl":null,"url":null,"abstract":"<p><p>Wearing face masks is one of the important actions to prevent the spread of COVID-19 among people around the world. Nevertheless, social interaction is limited via masks, and this impacts the accuracy and speed of emotional perception. In the present study, we assess the impact of mask-wearing on the accuracy and speed of emotion recognition. Fifty people (female n = 39, male n = 11) aged 19-28 participated in the study (M = 21.1 years). We used frontal photos of a Kosova woman who belonged to the same participants' age group, with a grey background. Twelve different pictures were used that showed the emotional states of fear, joy, sadness, anger, neutrality, and disgust, in masked and unmasked conditions. The experiment was conducted in a controlled laboratory setting. Participants were faster for identifying emotions like joy (1.507 ms) and neutral (1.971 ms). The participants were more accurate (emotions identification) in unmasked faces (M = 85.7%) than in masked faces (M = 73.8%), F(1,98) = 20.73, MSE = 1027.66, p ≤ .001, partial η² = 0.17. Masks make confusion and reduce the accuracy and speediness of emotional detection. This may have a notable impact on social interactions among peoples.</p>","PeriodicalId":47113,"journal":{"name":"Europes Journal of Psychology","volume":null,"pages":null},"PeriodicalIF":1.8000,"publicationDate":"2024-02-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10936662/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Europes Journal of Psychology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5964/ejop.11789","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/2/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"PSYCHOLOGY, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0

Abstract

Wearing face masks is one of the important actions to prevent the spread of COVID-19 among people around the world. Nevertheless, social interaction is limited via masks, and this impacts the accuracy and speed of emotional perception. In the present study, we assess the impact of mask-wearing on the accuracy and speed of emotion recognition. Fifty people (female n = 39, male n = 11) aged 19-28 participated in the study (M = 21.1 years). We used frontal photos of a Kosova woman who belonged to the same participants' age group, with a grey background. Twelve different pictures were used that showed the emotional states of fear, joy, sadness, anger, neutrality, and disgust, in masked and unmasked conditions. The experiment was conducted in a controlled laboratory setting. Participants were faster for identifying emotions like joy (1.507 ms) and neutral (1.971 ms). The participants were more accurate (emotions identification) in unmasked faces (M = 85.7%) than in masked faces (M = 73.8%), F(1,98) = 20.73, MSE = 1027.66, p ≤ .001, partial η² = 0.17. Masks make confusion and reduce the accuracy and speediness of emotional detection. This may have a notable impact on social interactions among peoples.

使用人脸面具进行情绪识别的准确性和速度
戴口罩是防止 COVID-19 在全球传播的重要措施之一。然而,戴口罩会限制社交互动,从而影响情绪感知的准确性和速度。在本研究中,我们评估了戴口罩对情绪识别的准确性和速度的影响。50名年龄在19-28岁之间的人员(女性39人,男性11人)参加了研究(男性21.1岁)。我们使用了属于同一年龄组的科索沃女性的正面照片,背景为灰色。我们使用了 12 张不同的照片,分别表现了恐惧、喜悦、悲伤、愤怒、中立和厌恶等情绪状态,并采用了遮蔽和不遮蔽两种条件。实验在受控实验室环境中进行。参与者对喜悦(1.507 毫秒)和中性(1.971 毫秒)等情绪的识别速度更快。参与者对未蒙面面孔的情绪识别准确率(M = 85.7%)高于蒙面面孔(M = 73.8%),F(1,98) = 20.73, MSE = 1027.66, p ≤ .001, partial η² = 0.17。面具会造成混淆,降低情绪检测的准确性和速度。这可能会对人与人之间的社会交往产生显著影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Europes Journal of Psychology
Europes Journal of Psychology PSYCHOLOGY, MULTIDISCIPLINARY-
CiteScore
3.90
自引率
0.00%
发文量
27
审稿时长
31 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信