Shorten or choke down on the club. This will give you greater distance control. Light, not tight grip pressure. Tightness destroys touch and you need touch around the greens to be successful. The feet and hips are open to the target.
Stance is narrower than a full shot.
Helps lessen the weight shift which gives you better distance control. These are just a few ideas to help you better your short game and lower your scores. Once again, do not be afraid to experiment and try something new. The best short game players in the world are that way for two reasons, practice and imagination.