You need to select the area you want to blur first. Let's say I had a picture of a person (portrait) and I wanted to blur the edges to focus on their face. I would take either the rectangular or elliptical marquee to and select the approx. area I want to keep in focus. Then inverse the selection Select>Inverse, feather the edges, Select>Feather, and apply a Gaussian blur.