Android : SwitchCompat missing thumb drawable on 4.3 and below

I'm using the SwitchCompat library in my app but it seems to be missing the thumb image on certain devices. (4.2.2, 4.1, 4.3 are the devices i tested on.) Instead it just displays the track with nothing indicating whether the switch is on or off.