Take it apart and clean it.. Chucks are easy to work on. Look for stamping that show which jaw goes where, and markings to line the halves of the chuck up first. BTW, it looks like that knob either screws and then you shift it, or you pull it. I assume you tried that. So lets assume that it is seized, or swarf is in there preventing it from moving. Could even be hardened grease...