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Generally speaking, girls that are taller have higher levels of testosterone than shorter girls.
Sports and competition is often one outlet for taller girls, plus because of their height, they are often recruited for such activities. It goes hand in hand.
Not all tall girls are in sports, but more of them are than shorter ones.