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Despite almost unlimited access to the widest global collections of peer-reviewed publications, the “eighty percent” quote remains unconfirmed by any peer-reviewed source.
The closest we could come for the source was two sources for those stats: was a book, Telling Ain’t Training, Chapter Three, “The Human Learner”, pages 19-22 by Dr. Harold D. Stolovitch and Dr. Eric J Keeps and Brain Rules, Chapter 10, Vision Trumps All Other Senses by Dr. Jon Medina, pages 221-231. Dr. Median is a neuroscientist and lists additional sources in his book.
There is some additional data on this page of his website http://brainrules.net/vision. Dr. Stolovitch and Dr. Keeps are cognitive researchers and also list additional sources in their book.
See also footnote 2 at this study.