I change every time i inject, I used to keep them on for ages but then found they cuased a lot of scar tissue to build up around my injection sites so I now remove the needle after every injection. (It also stops rubbish being sucked back into the insulin cartridge or being injected next time around due to temperature changes causing the insulin in the pen cartridges to expand and contract)