I would replace the plugs as the threaded tip the coil goes on is most likely stripped.
A tip when installing new plugs is to rotate or spin the coil 90 degrees from where it would normally be when you push it down.
This way it wears a path on that part of the thread instead of where it would be in the final position. When it is fully down, rotate the coil to the right spot.