Why Do My Legs Itch When I Run? - It's a beautiful September day. There's a cool breeze blowing, not a cloud in the sky, and it's inspired you to lace up your shoes after taking a break from running all Summer. A few minutes into it, you start to experience an itchy sensation all over your legs, and it's so overwhelming that you have to stop running to scratch. What gives?