There may be other symptoms that could accompany dry eyelids, like redness, soreness, scratching, irritation, etc. A person may even see a swollen eyelid in relation to dry skin on the eyelids. There may be peeling of skin on the eyelids. If there is an accompanying eye infection, then it could lead to corneal irritation, as well.