Run and Not Be Weary: Why Mormons Don't Drink. We Mormons often find ourselves explaining to people why we can't drink alcohol, coffee, or tea and why we don't smoke. It's part of a revelation that the prophet Joseph Smith had called “The Word of Wisdom” which is part of Mormon scripture.Oct 6, 2015