I booked the trip I took three weeks (4/29-5/6) ago in February. I did have a Studio room and had no problems getting a reservation for a full week.
This vacation was after the school vacation and MCI Classic week. If you are planning for that time then do call as soon as you are able to. Locals said that during the MCI Tournament the Island was packed.