There is discussion about the effects of peeling a sunburn, with some outlets suggesting it may be harmful. Dermatologists are advising against peeling sunburned skin, recommending alternative treatments instead. The proper care and treatment of sunburned skin that is peeling is being addressed by various health and wellness sources.