But people of all ages participating in the five studies comprising the research proved equally likely to lose control.
Facebook viewers were more likely to choose a chocolate chip cookie over a presumably healthier granola bar snack and gave up more quickly when presented with difficult maths problems.
Those who reported spending more time on Facebook in their daily routines were also more likely to be overweight and have lower credit scores.
Prof Stephen suspects it is the repeated small indulgences that lead to Facebook users' weight and financial woes.
"We have to be careful about using social media in the sense that it can momentarily affect us psychologically," he said.
From a marketing perspective, the study may be a step toward learning what type of advertising is most enticing on social media sites - say, luxury goods over toilet paper.
But he said the research could also be useful in people's daily lives, especially if they're trying to avoid temptation.
"If (you're) about to go home and (you) want to go to the gym, don't spend time on Facebook while you're on your way," he said.
"You may decide not to go."
- MCT