Interestingly it is similar to the XIX century free market misconceptions. Good that physics or chemistry are not being forced into such primitive formulas.
But physics and chemistry have and are going through re-evaluations and improvements all the time. Remember when they taught that the total mass before and after a chemical reaction was equal? Bad example, they still teach that.