Psychologists found that the more that women agreed with the statement 'men are dangerous to their children', the more they preferred feminine male partners.
The work is the first to find that women's face preferences are influenced by experiences and perceptions of violence.
Researchers from St Andrew's University measured the preferences of 153 men and women from Bogota, Colombia, and also asked them several questions related to health, access to media, education, and exposure to violence.
Colombia was chosen as the test site because it is one of the most violent nations in the world.
In 2012, its homicide rate per 100,000 inhabitants was 30.8, compared to 1.0 in the UK.
Dr Martha Lucia Borras-Guevara, who led the research, said: 'We found that men and women who strongly believed that men are dangerous to their children preferred less masculine male faces, although this effect was only significant for women.
'We might have only found a significant effect for women's preferences since women, relative to men, invest more time and energy in their offspring, hence there would be a strong selective pressure to recognise any facial cues in men that relate to a violent or dangerous disposition.'
Previous studies have suggested that masculine men may be effective protectors for women when they feel at risk.
But these studies ignored the fact that when women prefer a more masculine man, they may also put themselves at risk of increased antagonistic behaviours in the context of a romantic relationship.
Dr Carlota Batres, who also worked on the study, added: 'More masculine men have been found to be more aggressive and therefore, in places where partner violence is high, women would benefit from preferring more feminine male partners.'
The study also found that thinking that men are dangerous to their children explained significantly more of the variation in women's masculinity preferences than education, health, and access to media.
Professor David Perrett, who also worked on the study, added: 'These findings hint at different effects of domestic violence and/or violence outside the home on masculinity preferences.
'Moreover, these preferences may reflect women's strategy to avoid male violence, demonstrating that exposure to violence influences who we find attractive.'
/Daily Mail/
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