Doctor Who - History of the British Republic?

Do we have any idea when and how Britain became a republic in the timeline that's now home to Rose Tyler and family, where Harriet Jones is President?

I've a vague idea for a story but it needs the change to have happened in the late 1930s or early 1940s.