Directionally yes but there could be offsetting factors. For example if you made a lot of dividend or interest income then the taxes on those might wash out the refund you would get otherwise.

This, except I wouldn’t say it doesn’t matter, because OP is giving the government a free loan. They could try adjusting their withholding elections for the rest of the year to try to offset this.