EVA is the acronym for ethyl vinyl acetate. It’s a manmade material that can have better properties than natural rubber in many instances. It starts as a foam and is then compressed tightly with heat to create the exact shape needed for that part of the shoe. Due to its lightweight nature, specialized running shoes often include EVA materials.