The effect of facial skeletal morphology on the extent of attractiveness enhancement produced by identical makeup

January 31, 2026Joho Chishiki GakkaishiOpen Access

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Key Points

This study aims to clarify how skeletal characteristics affect attractiveness enhancement after applying makeup.
Constructed 3D face models from images of 308 women in the Chicago Face Database.
Classified skeletal attractiveness into 'high' and 'low' groups based on facial indicators.
Applied identical digital makeup to each model and conducted a 6-point attractiveness rating.
Makeup application and skeletal attractiveness significantly influenced attractiveness ratings (p<0.05).
No significant interaction was found between the effect of makeup and skeletal attractiveness.

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Investigates how facial structure affects attractiveness improvement from makeup, suggesting key aesthetic insights.

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YAMAMOTO et al. (2026) studied this question.

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