uniformity in featured images

I want to use featured images on my pages and posts, but it seems that the dimensions of individual images show up in different sizes. Are there recommended dimensions for achieving uniform featured image sizes or a place in the theme where I can edit the size of all featured images?

Thanks for any help!

Heather