The short answer is likely “Boobs”.

Ask any woman what it’s like to try and run, without sufficient support. It’s apparently not pleasant, and gets worse as they get bigger. A sports bra, or equivalent is quite critical for women competing.

As for the bottoms? Perhaps they didn’t like the “winnie the poo” look?