All striping RAID carries with it this risk, which is why you have backups. More to the point, if you buy a server and get all the drives at the same time the drives are often all from the same manufacturing lot, they are all going to have similar lifespans and issues as a result. Cascade failure of a drive array is the normal result, not the exception.
For this reason I only deal with RAID 10 these days, and after 2-3 years pass I replace half of all the mirrors with new media. Then I don't have to worry about it. RAID 6 is nice, but honestly doesn't solve the problem.
Finally, the drives may actually not be bad. Striping RAID has many issues that can come up where the stripes become misaligned, if you zero the drives and build a new array I'll bet you'll find they spin right up. There's a reason large storage systems are moving away from hardware level RAID, it's just better to have the OS do it via the filesystem. You then span multiple platforms, different disk sizes, no controller faults to leave you hanging, all sorts of upsides. RAID is just on the way out, that is unless it's a mirror those are still useful.