Here's what scientists think about the possible causes of this common skin condition. 1. Atopic dermatitis The most common type of eczema is atopic eczema, also known as atopic dermatitis. The dry, red, scaly skin frequently appears on the outer surfaces of joints such as the elbows and knees. Cracks behind the ears, a rash on your arms, legs, or c...