Apparently, the answer to this question is yes.

 

It is widely known that people spend more money (up to 30%) when using a credit card than they do when paying with cash.  The downfall of buying meals, especially at fast food restaurants, using your credit card is that you can end up eating more than you would otherwise.  For more information, see the article referenced below.