Regardless of this study's merits this makes some intuitive sense, since caffeine is a stimulant and a moderately performance enhancing drug. In my marathon training I consume caffeinated food as a quick "pick me up" after the first 90 minutes or so of exertion.
If you are able to run faster... well guess what... you'll also consume more calories!