I guess it's more like saying "chips." Now that can mean straight-up potato chips (which can be shortened to just chips) or Doritos or Cheetos or something.

The co-cola thing is dying out, I think. It was definitely a Deep South thing up until the last decade or so. I think it's being slowly overtaken by coke. Which is kind of sad.