For thicker or more resistant glue stuck on the skin, consider trying a solvent based adhesive. Gently rub petroleum jelly, or vegetable or mineral oil onto the affected skin. Note that you may need to reapply in order to get the adhesive off. A last resort option is to apply acetone to the skin gently.