Evidence map›Paper›PMID 41700336›Full record

ArticleDevelopmental science2026

Early Emergence of Spontaneous Trait Content in Children's Unconstrained Impressions of Faces.

Sophia M Thierry, Barbora Illithova, Clare A M Sutherland, Alexander Todorov, Catherine J Mondloch

Abstract read
In one paragraph

Article in Developmental science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. 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

5 authors.

Sophia M ThierryDepartment of Psychology, Brock University, St. Catharines, Ontario, Canada.ORCID https://orcid.org/0000-0001-6005-1967
Barbora IllithovaSchool of Psychology, King's College, University of Aberdeen, Aberdeen, Scotland.ORCID https://orcid.org/0009-0008-2923-9345
Clare A M SutherlandSchool of Psychology, King's College, University of Aberdeen, Aberdeen, Scotland.
Alexander TodorovBooth School of Business, University of Chicago, Chicago, Illinois, USA.
Catherine J MondlochDepartment of Psychology, Brock University, St. Catharines, Ontario, Canada.

Funding

Australian Research Council 220101026Social Sciences and Humanities Research Council of CanadaUniversity of Chicago Booth School of Business
6 · The paper itself

Abstract

We investigated children's spontaneous impressions of faces; a question critical for understanding the developmental trajectory of facial stereotypes. Adults and children aged 4 to 10 from the UK (children: n = 59, adults: n = 61) and the US (children: n = 189, adults: n = 180) described what they thought when viewing each of the four child's faces. Natural language processing was used to classify free-response descriptors into categories related to traits, emotions, social groups, and appearance. This approach captured over 90% of children's and adults' impressions. The vocabulary and the prevalence of descriptors related to each of the four categories were comparable across two samples that differed in participant and face diversity. Across childhood, trait descriptors increased, with 14 impressions emerging as the top trait words used across both samples. Notably, children as young as four spontaneously formed trait impressions, suggesting an early emergence of facial stereotyping. SUMMARY: Children and adults spontaneously mention personality traits when viewing unfamiliar child faces. Children as young as four mentioned personality traits, and the frequency of trait references increased across childhood. The results converged across two samples that differed in terms of participant and face diversity and the use of real versus AI-generated faces. These findings demonstrate the relevance of trait impressions in early childhood and underscore the importance of increasing diversity in face perception research.

Indexed as

Child DevelopmentFaceFacial ExpressionFacial RecognitionSocial PerceptionStereotypingAdultChildChild, PreschoolEmotionsFemaleHumansMalePersonalitychildrenface evaluationfirst impressionsnatural language processingtraits

Identifiers

PMID41700336
PMCPMC12910329

What OpenQuestion holds

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LicenceCC BY-NC
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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.