Department of Marketing, Fox School of Business, Temple University, Philadelphia, PA, 19122, USA.
Department of Psychology, University of Toronto, Toronto, Canada.
Sci Rep. 2023 May 31;13(1):8842. doi: 10.1038/s41598-023-35381-4.
Face masks slow the spread of SARS-CoV-2, but it has been unknown how masks might reshape social interaction. One important possibility is that masks may influence how individuals communicate emotion through facial expressions. Here, we clarify to what extent-and how-masks influence facial emotion communication, through drift-diffusion modeling (DDM). Over two independent pre-registered studies, conducted three and 6 months into the COVID-19 pandemic, online participants judged expressions of 6 emotions (anger, disgust, fear, happiness, sadness, surprise) with the lower or upper face "masked" or unmasked. Participants in Study 1 (N = 228) correctly identified expressions above chance with lower face masks. However, they were less likely-and slower-to correctly identify these expressions relative to without masks, and they accumulated evidence for emotion more slowly-via decreased drift rate in DDM. This pattern replicated and intensified 3 months later in Study 2 (N = 264). These findings highlight how effectively individuals still communicate with masks, but also explain why they can experience difficulties communicating when masked. By revealing evidence accumulation as the underlying mechanism, this work suggests that time-sensitive situations may risk miscommunication with masks. This research could inform critical interventions to promote continued mask wearing as needed.
口罩可以减缓 SARS-CoV-2 的传播,但目前还不清楚口罩可能会如何重塑社交互动。一个重要的可能性是,口罩可能会影响个体通过面部表情传达情感的方式。在这里,我们通过漂移扩散建模(DDM)来澄清口罩在多大程度上以及如何影响面部情感交流。在 COVID-19 大流行开始后的三个月和六个月,通过两个独立的预先注册研究,在线参与者用口罩遮住或不遮住脸部的下半部分或上半部分来判断 6 种情绪(愤怒、厌恶、恐惧、快乐、悲伤、惊讶)的表情。在研究 1(N=228)中,参与者用口罩遮住下半部分脸时,能够正确识别表情,超过了随机水平。然而,与不戴口罩相比,他们更不容易——而且更慢——正确识别这些表情,并且通过 DDM 中的漂移率降低,他们积累情绪证据的速度更慢。这一模式在三个月后的研究 2(N=264)中得到了复制和加强。这些发现强调了个体即使戴着口罩也能有效地进行沟通,但也解释了为什么他们在戴口罩时会感到沟通困难。通过揭示作为潜在机制的证据积累,这项工作表明,在时间敏感的情况下,戴口罩可能会导致误解。这项研究可以为需要时继续戴口罩提供关键干预措施提供信息。