  If you're using RunKeeper on Android, just use a music player (PowerAMP/Spotify?) that has lockscreen controls. Then you don't have to dig through anything to change tracks. Just turn on the screen and hit the button.  I've been using RunKeeper since last spring and have issues with GPS reception and the ability to edit runs.  