I think it would've been more convincing, if the study was able to show the splits down non-/geekie parents (or by parent's occupation). My dad's an engineer and he's very geekie for his generation, growing up I always wanted to be like my dad. When I was 12, I'm sure I would've scored high on the geekiness index.