Between 100 to 140 million women are victims of genital mutilation and around 70 million girls are married before 18, often against their will.
And some seven per cent of women risk being raped in their lifetimes, the study said.
The violence, exacerbated during conflicts and humanitarian crises, have dramatic consequences on the physical and mental health of the victims.
"No magic wand will eliminate violence against women and girls. But evidence tells us that changes in attitudes and behaviours are possible, and can be achieved within less than a generation," said Charlotte Watts, professor at the London School of Hygiene and Tropical Medicine and co-author.
"Early identification of women and children subjected to violence and a supportive and effective response can improve women's lives and well-being, and help them to access vital services," said Claudia Garcia-Moreno, a WHO physician.
The study's authors said a real dent can only be made in the violence against women if governments put more resources into the fight and recognise how it serves as a brake on economic growth.
World leaders should also change discriminatory laws and institutions that encourage inequality and thus set the stage for more violence.
"We now have some promising findings to show what works to prevent violence. Our upcoming challenge is to expand this evidence on prevention and support responses to many more settings and forms of violence," said Cathy Zimmerman, a doctor at the London School of Hygiene and Tropical Medicine.
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