Evidence map›Paper›PMID 38023041›Full record

ArticleFrontiers in psychology2023

Recognition of masked and unmasked facial expressions in males and females and relations with mental wellness.

Marie Huc, Katie Bush, Gali Atias, Lindsay Berrigan, Sylvia Cox, Natalia Jaworska

Open access · goldAbstract read
In one paragraph

Article in Frontiers in psychology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
3.4field-weighted citation impact, top 7% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed, 11 citations in OpenAlex.

  1. Article
  2. Article
  3. Inferring social signals from the eyes in male schizophrenia.Schizophrenia (Heidelberg, Germany) · 2024
    Article
  4. Article
  5. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 4 institutions in 1 country.

Marie HucUniversity of Ottawa Institute of Mental Health Research, Ottawa, ON, Canada.
Katie BushUniversity of Ottawa Institute of Mental Health Research, Ottawa, ON, Canada.
Gali AtiasUniversity of Ottawa Institute of Mental Health Research, Ottawa, ON, Canada.
Lindsay BerriganDepartment of Psychology, St Francis Xavier University, Antigonish, NS, Canada.
Sylvia CoxDepartment of Psychiatry, McGill University, Montreal, QC, Canada.
Natalia JaworskaUniversity of Ottawa Institute of Mental Health Research, Ottawa, ON, Canada.
University of Ottawa · CACarleton University · CADawson College · CASt. Francis Xavier University · CA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: While the effects of mask wearing/facial occlusion are known to impair facial expression recognition, little is known about the role of mental wellness on facial expression recognition, as well as the influence of sex on misattribution errors (i.e., confusions between emotions). In this large study, we aimed to address the relation between facial expression recognition and loneliness, perceived stress, anxiety, and depression symptoms in male and female adults. Methods: We assessed the influence of mask-wearing on facial expression recognition [i.e., accuracy and response time (RT)] via an online study in Results: Expectedly, recognition was impaired under masked conditions (i.e., lower accuracy, longer RTs, more misattribution errors). Females were faster and more accurate than males, with less misattribution errors. A novel finding was that people with higher perceived stress were less accurate at identifying masked fearful faces. Perceived stress influenced the relation between sex and RT to masked happy faces; males with high stress scores were slower to recognize masked happy faces, the opposite was true for females. Finally, this study was among the first to show that higher loneliness predicted shorter RT to unmasked faces. Impact: Our results show that facial expression recognition is impaired by mask-wearing, and that sex and mental health features are important predictors of performance. Such insight could be detrimental in certain sectors of the population (e.g., health care or education), and inform policies being adopted in future pandemics.

Indexed as

anxiety/stressdepressionemotionface masklonelinessmental healthsex differences

Identifiers

PMID38023041
PMCPMC10643509
OpenAlexW4388021104

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.