Evidence map›Paper›PMID 39953080›Full record

ArticleScientific reports2025

Further evidence that averageness and femininity, rather than symmetry and masculinity, predict facial attractiveness judgments.

Pengting Lee, Jingheng Li, Yasaman Rafiee, Benedict C Jones, Victor K M Shiramizu

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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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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

2 citing papers in PubMed.

  1. The Role of Perceived Health in Preferences for Average Face Shapes.Evolutionary psychology : an international journal of evolutionary approaches to psychology and behavior
    Article
  2. No Evidence That Women's Sociosexuality or Self-Perceived Mate Value Predict Their Preferences for Men's Face-Shape Masculinity.Evolutionary psychology : an international journal of evolutionary approaches to psychology and behavior
    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.

Pengting LeeDepartment of Psychological Sciences and Health, University of Strathclyde, Glasgow, UK.
Jingheng LiDepartment of Psychological Sciences and Health, University of Strathclyde, Glasgow, UK.
Yasaman RafieeDepartment of Psychological Sciences and Health, University of Strathclyde, Glasgow, UK.
Benedict C JonesDepartment of Psychological Sciences and Health, University of Strathclyde, Glasgow, UK. benedict.jones@strath.ac.uk.
Victor K M ShiramizuDepartment of Psychological Sciences and Health, University of Strathclyde, Glasgow, UK.

Funding

Economic and Social Research Council ES/X000249/1
6 · The paper itself

Abstract

Facial attractiveness influences important social outcomes and most studies investigating possible predictors of facial attractiveness have tested for effects of shape symmetry, averageness (i.e., the converse of distinctiveness), and sexual dimorphism (i.e., masculinity-femininity). These studies have typically either tested for these possible effects by experimentally manipulating shape characteristics in faces images or have tested only for bivariate correlations between shape characteristics and attractiveness judgments. However, these two approaches have been criticised for lacking ecological validity and providing little insight into the independent contributions of symmetry, averageness, and sexual dimorphism, respectively. Moreover, the few studies that have investigated the independent contributions of symmetry, averageness, and sexual dimorphism have reported mixed results. Here we measured shape symmetry, averageness, and sexual dimorphism from face images and assessed their independent contribution to attractiveness ratings. Linear mixed effects models showed that facial attractiveness was significantly predicted by averageness in male and female faces and femininity in female faces, but not by masculinity in male faces or symmetry. These results are consistent with other recent work suggesting that averageness and femininity, rather than symmetry and masculinity, predict facial attractiveness.

Indexed as

BeautyFaceFemininityJudgmentMasculinityAdolescentAdultFemaleHumansMaleSex CharacteristicsYoung Adult

Identifiers

PMID39953080
PMCPMC11828934

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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.