Make sure you have fortune III on your pick. That way when it does drop, you will get more. Many donors will enchant it for free.
No clue why they made the drop rate of quartz so low. I suggest it was just a economy decision, as Drogo said, make sure that you have fortune on your pick as it massively increases the drop rates. Although even then it’s still drastically low.