Yes, I think the same as a man. Yesterday, I wanted to check females reactions wearing a white shorts without underwears. I noticed on glassdoors while I was walking, the penis was formated inside the shorts. Several times women accidentally put their hand on my penis or stare at it. It happened even with some very consernative old women and with many at their 50's.