Allardyce is keen to sign the Scot but he midfielder will cost Rovers £3million, according to the Mirror.
Allardyce made a second personal check on Adam at the weekend.
The Rovers boss is reportedly looking to bring in a playmaker, winger and a striker in the January transfer window.