By Dr. Sunil Sharon Dhawan. What is hand dermatitis? Well, it’s any chronic rash on the hands. It is usually symptomatic; it itches, burns, bleeds, irritates, et cetera. About 2 to 9 percent of the general population has it, and a lot of people in my practice and a lot of people in most dermatology practices have it.