ArticlePloS one2021
Skin coloration is a culturally-specific cue for attractiveness, healthiness, and youthfulness in observers of Chinese and western European descent.
Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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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.
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Who cites it
19 citing papers in PubMed, 30 citations in OpenAlex.
- Training AI Models for Aesthetic Facial Evaluation: Focused Review and Framework to Mitigate Homogenizing Bias.Journal of medical Internet research · 2026Review
- The differences in essential facial areas for impressions between humans and deep learning models: An eye-tracking and explainable AI approach.British journal of psychology (London, England : 1953) · 2026Article
- Skin Colour Does Not Define Ethnicity: Quantifying Variation and Overlap Across Diverse Populations.Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI) · 2026Article
- Clinical Parameters Involved in Skin Tone Perception of Asian Population.Journal of cosmetic dermatology · 2025Article
- Validity of two subjective skin tone scales and its implications on healthcare model fairness.NPJ digital medicine · 2025Article
- Dual Modulatory Effects of Phytochemicals fromMolecules (Basel, Switzerland) · 2025Article
- The International Skin Spectra Archive (ISSA): a multicultural human skin phenotype and colour spectra collection.Scientific data · 2025Article
- Ultra-Performance Liquid Chromatography-Quadrupole-Time-of-Flight-Mass Spectrometry-Based Analysis of Facial Physiological Parameters and Lipid Composition of Between Sensitive Skin of Women Aged 36-42 and 43-49 Year.Life (Basel, Switzerland) · 2025Article
- Variation in Skin Red and Yellow Undertone: Reliability of Ratings and Relevance for Perceived Social Experiences.Social psychology quarterly · 2024Article
- Yellowness in skin complexion: Analysis of self-perception of women in China evaluated against clinical parameters of yellowness.Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI) · 2024Article
- Cross-cultural perception of strength, attractiveness, aggressiveness and helpfulness of Maasai male faces calibrated to handgrip strength.Scientific reports · 2024Article
- Knowledge, attitude, and practice toward photoaging in the Chinese population: a cross-sectional study.Scientific reports · 2024Article
- Predicting Facial Attractiveness from Colour Cues: A New Analytic Framework.Sensors (Basel, Switzerland) · 2024Article
- Facial Skin Aging Characteristics of the Old-Perceived Age in a 20-40 Years Old Chinese Female Population.Clinical, cosmetic and investigational dermatology · 2024Article
- Let's put a smile on that face-A positive facial expression improves aesthetics of portrait photographs.Royal Society open science · 2023Article
- Different colour predictions of facial preference by Caucasian and Chinese observers.Scientific reports · 2022Article
- An investigation of the influence of skin colour on the perception of femininity, masculinity and likeable.Frontiers in psychology · 2022Article
- Your face looks the same as before, only prettier: The facial skin homogeneity effects on face change detection and facial attractiveness perception.Frontiers in psychology · 2022Article
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Corrections and comments
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Authors and funding
6 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Facial skin coloration signals information about an individual and plays an important role in social interactions and mate choice, due its putative association with health, attractiveness, and age. Whether skin coloration as an evolutionary significant cue is universal or specific to a particular culture is unclear and current evidence on the universality of skin color as a cue to health and attractiveness are equivocal. The current study used 80 calibrated, high-resolution, non-manipulated images of real human faces, either of Chinese or western European descent, which were rated in terms of attractiveness, healthiness, and perceived age by 44 observers, 22 western European (13 male; mean age ± SD = 24.27 ± 5.30) and 22 Chinese (7 male; mean age ± SD = 26.05 ± 3.96) observers. To elucidate the associations between skin coloration and these perceptual ratings and whether these associations are modulated by observer or image ethnicity, a linear mixed-effect model was setup with skin lightness (L*; CIELAB), redness (a*) and yellowness (b*), observer and image ethnicity as independent variables and perceived attractiveness, healthiness, and estimated age as dependent variables. We found robust positive associations between facial skin lightness (L*) and attractiveness, healthiness, and youthfulness, but only when Chinese observers judge facial images of their own ethnicity. Observers of European descent, on the other hand, associated an increase in yellowness(b*) with greater attractiveness and healthiness in Chinese facial images. We find no evidence that facial redness is positively associated with these attributes; instead, an increase in redness (a*) is associated with an increase in the estimated age of European facial images. We conclude that observers of both ethnicities make use of skin color and lightness to rate attractiveness, healthiness, and perceived age, but to a lesser degree than previously thought. Furthermore, these coloration cues are not universal and are utilized differently within the Chinese and western European ethnic groups. Our study adds to the growing body of work demonstrating the importance of skin color manipulations within an evolutionary meaningful parameter space, ideally using realistic skin models based on physical parameters.
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