The Daily Mirror reports that Hodgson is ready to sell the Nigeria star so that he can afford to make a move for Fulham striker Andy Johnson.
Odemwingie has failed to impress at the Hawthorns this season.
Fulham striker Johnson is set to be available on a free transfer in June and Hodgson is keen to sign the 31-year-old.