Why wouldn't a water soluable oil mix be better than the green stuff in the radiator?

It seems to me that if you live in a climate where freezing temperatures is not an issue, you only really need to address the problem of corrosion and I would have thought soluable oil would be far superior to the green stuff as a corrosion inhibitor, all the while allowing the cooling process.