Yes, you are correct... Ethanol is added to fuel to decrease emission levels. Since Ethanol has less energy per unit (gallon, pound, gram, whatever) than gasoline does, you end up with slightly lower MPGs.
If you were to run E85 (85% Ethanol, 15% gas) you'd burn even cleaner, but with a much...