If you have a really flat neck and/or really low action, increase the relief or raise the action slightly. At first your guitar will play a little harder, but you'll get used to it quickly....and it will be much louder. Sometimes just increasing the neck relief will increase the volume quite a bit.
If you increase the action,
don't use a shim; make another saddle