The current cold weather will force the engine to run more frequently, especially if you have the cabin heating system on. Unless you run in Eco mode you have to adjust your driving style to make more use of the hybrid system, you will learn to back off the accelerator so EV mode comes on and then gently press the pedal again to try and run on just batteries. Eco mode will trigger EV mode more easily however if it is anything like the IS then it will be quite unresponsive, especially pulling away from a standstill.