I suspect in cases like this they have the faith that there IS something there, and fudge the numbers to show what they think the reality is.
My more cynical take is that they publish the data in a widespread journal, start their own company based on the technology, then try to get as much venture funding as possible before their research is debunked. He would have gotten away with it if it wasn't for those meddling kids.