From medieval witch hunts in Europe to contemporary “witch doctors” in Tanzania, belief in witchcraft has existed across human societies throughout history. Anthropologists have long been fascinated by the phenomenon, but have struggled to study it with quantitative methods – our understanding of how and why it arises is therefore poor.