Mine seems to work fine with it. I'm using a plug-and-play stick from Trust:
I cannot test it right now but I believe I had to fiddle with the calibration to set the throttle right. Because the 0% position of the throttle made my ships sail backwards.
So in general I would say yes, the game supports Joysticks, but the effect differs from each manufacturer.