I recently changed cards my business Amex from United to Delta and my wife's Amex from United to NWA it was done quite easily over the phone no questions and we have got the miles (most of them anyway) we expect.
Not sure about changing to a child but the program handbook says nothing about an age
restriction to join so I would expect it is ok.
Mike