Certainly, belief in magic and the fey world have significantly decreased since the colonial and industrial eras. One could definitely attribute this to an increase in education with a focus on science over superstition. Quite likely, the spread of holy water, iron rails, and oil use are coincidental partners in this move away from magical explanations in a more rational world.
Still, I think that there might be a story or two that could be found in exploring this idea.