What is the benefit of using Hydroponic Soil versus Natural Soil?

After having a few discussions about hydroponic soil versus natural soil with some gardners and landscapers, I was told that usually natural soil provides a better yield in vegetable gardens than hydroponics.

Does anyone have any references to the research behind this statement? I have no idea where I would be able to find supporting claims for that.