Click on the Home icon, then the Gear, and scroll to PLAYBACK. If you uncheck Automatically pick best quality, you can choose the format for Wi-Fi and cellular.
However, please note that if you use Android, Android Audio resamples, so ARC will perform sample rate conversion to 48 kHz regardless.