Idea's for front cover

From my front cover magazine analysis I have learnt that the publishers don't really tend to focus on the mise en scéne with the front cover image and mostly on the artists clothing and facial expression. This has helped me decide that although the background that I choose is extremely important I should focus a bit more on my cover artist.