Sure. I agree it won't change unless citizens push for a change. But choosing to not participate is not pushing for a change. That's just capitulation. Choosing to not vote is not a signal of protest. It's a signal of someone who doesn't care what the outcome is.
Voting is the first and most basic step in pushing for change. Doing more is good, but you definitely can't skip that step.