Response time is recorded in milliseconds, for example:
When you see a monitor being advertised and it says: "8 ms Response Time" that is the speed at which the monitor can get rid of ghosting.
Ghosting is motion blur, if you have a huge LCD TV it's very noticable and to some people it's very annoying.