Though psoriasis is not contagious, many Americans shun people with the skin condition, new research indicates.

The study included a cross-section of about 400 Americans who viewed images of people with visible psoriasis. Large numbers wrongly thought psoriasis was contagious or only affects the skin, and about one-third said they wouldn’t want to invite people with the condition into their homes.