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Burn blisters on the hands affect the outer and some inner layers of skin, according to MedlinePlus Medical Encyclopedia. Known as second-degree burns, they require specific treatment, and may swell and prove painful. They take up to three weeks to heal, and can leave some scarring depending on the severity. Treating burn blisters on hands quickly and with the proper method ensures better healing.