If one person went back in time to start over differently, would it change the whole world, or just a large amount of people?

Nothing for the rest of us would change, according to the infinite multiverse theory you would just create another diversion branch universe that would probably later re merge into the principle space time continuum.

I doubt that time travel would be of much use to alter history.