I recall reading about a similar prejudice in the promotion of men. In the case of men it's height not prettiness.

EDIT: simonsarris beat me by 3 minutes wit better data, so I'll throw in another data point. In the past 25 presidential elections the taller or tying candidate won 19 times. Before that it is more even, perhaps because it was harder to see the differences.