There are definitely studies that show this is why some women leave the field, even after overcoming the hurdles to get into it in the first place.

http://www.lpfi.org/sites/default/files/tilted_playing_field...

http://geekfeminism.wikia.com/wiki/Timeline_of_incidents - evidence of misogynistic culture.