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The research shows that when the rashes tend to disappear, the skin starts to peel off. Therefore, scarlet fever does not cause peeling of skin but causes the appearance of rashes. Tinea manuum; It is a fungal infection that affects the delicate skin of the hands and fingers. It later results in scaling and flaking of the skin.
Quick Answer. Skin peeling on the fingers can be a result of multiple things including eczema, psoriasis, or an immune disorder or infection. Skin irritation from lack of moisture, sunburn or an allergic reaction can also cause peeling on the hands and fingers. Continue Reading.