By wearing those you get a debuff that works in the same way the tripping mechanics worked in Super Smash Bros Brawl, except these are gender locked to females only.

To make the playerbase happy, Colliseum gear (including dyable clone gear) and swimsuit sets negate the debuff.

Yes, swimsuits negate the high heel debuff.... >.>