Former Millwall chief executive Rabbatts thinks there is a need for more women at all levels of the game and attitudes are changing.
Speaking to Sky Sports on International Women's Day, she said: "I think within a decade we will start to see some women appearing on the touchlines.
"I would like to see more chief executives as women and more of the team doctors as women. We live in an age when over 50 per cent of medical students are women so I think it is about a commitment to the whole game in terms of representation. Whether that's from the coaching and the development side to the running of organisations."
Cherie Lunghi played Britain's first female professional manager in the TV drama The Manageress but more than 20 years on, no-one has made the role a reality.
However coach and former England international Marieanne Spacey says attitudes have changed.
She said: "When it came out, there was a real chauvinistic view of women's football and the perception then was that it would never happen.
"Have we moved forward from then? Certainly. And is there an opportunity that it might happen further down the line? Possibly if that is what women want to do in terms of coaching."
Just three women coaches currently hold a UEFA pro licence compared to 200 men, while 17 women possess an A licence compared to 1,084 men. There are 25,275 women with the lower level 1 licence but 230,074 men have this qualification.
West Ham have a female chief executive in Karren Brady but Hammers joint-chairman David Gold believes there will never be a female manager.
Gold told Sky Sports: "How is she going to deliver that motivation before kick off? How is she going to deliver? How is she going to raise the testosterone levels in the players? I just find it very, very difficult that she is going to be swearing because it is part of the culture."
Premier League players have told Sky Sports News that they support the idea of a female manager but a number of current bosses have expressed their doubts.
When quizzed by a 35-year-old whether or not it would happen in his lifetime, Crystal Palace manager Ian Holloway said: "Probably not."
Wigan manager Roberto Martinez said: "I don't think it is a case of gender. I think it is more a case of knowledge and experience."
I hope a female takes over from 'arry imagine the red tops?- adzechamp