Right, you can take feedback however you like. Current feedback raises Zo, voltage feedback lowers Zo.
Around a single device, voltage feedback most often manifests as shunt feedback (from plate to grid, etc.; includes internal fields as in vacuum triodes and SITs (static induction transistors)). In audio amps, this is done to reduce Zo and distortion; in RF amps it's done also for neutralization (which is to say, flattening the phase and frequency response too).
You can even take a proportion of both, so that distortion and gain are reduced proportionally, while Zo tends towards an ideal value set by the ratio of feedback types. Or if one or the other feedback is positive (but overall gain is such that the system doesn't oscillate), it can even have a negative resistance characteristic. Example, using positive current feedback to compensate for DCR in a motor driver (aka EMF control).
A friend has designed an audio amplifier with just such a characteristic, where Zo is continuously variable from CC to CV. Nothing really ground breaking, just the clever application of an OTA or two. Audiophiles love their oddball amplifiers, it's attracted a bit of attention as I recall.
Tim