Penis shrinkage is a decrease in penis size. Sometimes, the shrinkage is permanent, and other times, it is the result of a treatable condition or due to lifestyle habits.Penis size varies amongst men, and in some cases, considerably. A study shows that neither race nor ethnicity has anything to do with penis size. While many men may think they have above average size penises, most fall into the range experts consider normal size.