It stops the communication home for as long as you keep it that way. As for the tracking: data points can still be collected: the Apple location network works entirely by Bluetooth low energy for example. As soon as the app is online again it will send that collected data home and big brother can reconstruct your history.
So if you only care about real time location tracking, that's solved. But not of you care about long term secrecy.