ArticlePloS one2022
How does the presence of a surgical face mask impair the perceived intensity of facial emotions?
Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers, 1 of them a synthesis that pooled it.
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Who cites it
38 citing papers in PubMed, 1 synthesis or guideline pooled it.
- I have my eye on the emotion: a review of eye-tracking studies exploring processing of emotional facial expressions.Psychological research · 2026Pooled it
- Risks and benefits of face masks in children.Frontiers in pediatrics · 2026Review
- No evidence for disruption of empathy and mentalizing by face coverage in multimodal settings.Scientific reports · 2025Article
- Effects of Interoceptive Awareness on Recognition of and Sensitivity to Emotions in Masked Facial Stimuli.Behavioral sciences (Basel, Switzerland) · 2025Article
- Dyad Arrangement Affects Perceived Valence Intensity.Affective science · 2025Article
- Impact of mask use on facial emotion recognition in individuals with subclinical social anxiety: an eye-tracking study.Cognitive research: principles and implications · 2025Article
- Validation of the Emotionally Congruent and Incongruent Face-Body Static Set (ECIFBSS).Behavior research methods · 2025Article
- Impact of face masks on empathy and communication in head and neck cancer patients: a case-control study.Frontiers in oncology · 2025Article
- Article
- Inferring social signals from the eyes in male schizophrenia.Schizophrenia (Heidelberg, Germany) · 2024Article
- 'The mirror of the soul?' Inferring sadness in the eyes.Scientific reports · 2024Article
- Effect of Face Masking on Transmission of SARS-CoV-2.Advances in experimental medicine and biology · 2024Article
- Declines in social-emotional skills in college students during the COVID-19 pandemic.Frontiers in psychology · 2024Article
- Masked emotions: does children's affective state influence emotion recognition?Frontiers in psychology · 2024Article
- The eyes as the exclamation mark of the face: exploring the relationship between eye size, intensity of female facial expressions and attractiveness in a range of emotions.Frontiers in psychology · 2024Article
- Development and testing of a questionnaire on the expectations and experiences with wearing face masks in inpatient and day hospitals.PloS one · 2024Article
- Wearing a KN95/FFP2 facemask has no measureable effect on functional activity in a challenging working memory n-back task.Frontiers in human neuroscience · 2024Article
- A new approach to diagnosing and researching developmental prosopagnosia: Excluded cases are impaired too.Behavior research methods · 2023Article
- Seeing emotions in the eyes: a validated test to study individual differences in the perception of basic emotions.Cognitive research: principles and implications · 2023Article
- Emotions behind a mask: the value of disgust.Schizophrenia (Heidelberg, Germany) · 2023Article
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The use of surgical-type face masks has become increasingly common during the COVID-19 pandemic. Recent findings suggest that it is harder to categorise the facial expressions of masked faces, than of unmasked faces. To date, studies of the effects of mask-wearing on emotion recognition have used categorisation paradigms: authors have presented facial expression stimuli and examined participants' ability to attach the correct label (e.g., happiness, disgust). While the ability to categorise particular expressions is important, this approach overlooks the fact that expression intensity is also informative during social interaction. For example, when predicting an interactant's future behaviour, it is useful to know whether they are slightly fearful or terrified, contented or very happy, slightly annoyed or angry. Moreover, because categorisation paradigms force observers to pick a single label to describe their percept, any additional dimensionality within observers' interpretation is lost. In the present study, we adopted a complementary emotion-intensity rating paradigm to study the effects of mask-wearing on expression interpretation. In an online experiment with 120 participants (82 female), we investigated how the presence of face masks affects the perceived emotional profile of prototypical expressions of happiness, sadness, anger, fear, disgust, and surprise. For each of these facial expressions, we measured the perceived intensity of all six emotions. We found that the perceived intensity of intended emotions (i.e., the emotion that the actor intended to convey) was reduced by the presence of a mask for all expressions except for anger. Additionally, when viewing all expressions except surprise, masks increased the perceived intensity of non-intended emotions (i.e., emotions that the actor did not intend to convey). Intensity ratings were unaffected by presentation duration (500ms vs 3000ms), or attitudes towards mask wearing. These findings shed light on the ambiguity that arises when interpreting the facial expressions of masked faces.
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