Leadership - Do followers choose leaders?

In September, I heard Billy Jean King (US tennis player; instrumental in getting laws passed to provide equal opportunities for female sports in high school and college (aka Title 9)) talking about leadership.

She said that followers choose leaders. Not the other way around.

What do you think?