I personally can't concentrate in any kind of open-space office. When I need to focus, the very feeling of other people being present is a huge distraction to me. It was true since early childhood - I couldn't do homework or learn anything at home if I wasn't alone in a room with doors closed.
I don't really know how to explain it.