Possibly, unfortunately no way of knowing which one, you'd need to test one by one, but if you do a replacement there's a chance of data corruption, if possible I would recommend first trying a new parity disk, if still errors create a new array with the new parity without one of the existing data disks, re-sync parity then run a check, repeat without a different data disk to see if you find the culprit.