Second, have them try different types of gloves. Today, medical and industrial grade thin-wall disposable gloves are available in a variety of synthetic materials with excellent barrier protection and good chemical resistance.
Finally, remind them of the benefits of wearing hand protection, such as avoiding bacteria, abrasions, and chemical burns.