Yes, just make sure it's a reasonable diameter to maintain support.
On my 8-9mm dia. screw chucks I regularly use an MDF disk to reduce the bore depth needed.
A lot depends upon the wood you are attaching and how secure the fixing is.
If in doubt bring the tailstock up to prevent the piece flying off.