The texture of a chocolate chip cookie is largely dependent on its fat composition and the type of fat used. A study done by Kansas State University showed that carbohydrate based fat-replacers were more likely to bind more water, leaving less water available to aid in the spread of the cookie while baking. This resulted in softer, more cake-like cookies with less spread.[11]