The rule is basically: If the quest items are in your inventory - they won't go away if you abandon the quest, if they are in your key items inventory they will go away. If there are no items to progress - assume abandoning the quest will reset any and all progress on that quest.

And yes with crystals you can decide to change before you turn them in by simply abandoning it and picking it up on a diff job.