For simple single variable decisions, we only need to know the direction of the change. For multivariable decisions, we also need to know the magnitude of the change, and most importantly, we need a method to express all changes, in all variables, in the same unit of measure. This is the only way we can evaluate the overall economic consequences of changing multiple proxy variables simultaneously.
Donald G Reinertsen in The Principles of Product Development Flow