Given that he found a correlation between company size and industry you'd need to find a few companies that matched in those regards too as well as geography (weather) and other things.

Oh, and this wasn't something he had any data to support, it was just something he felt was probably true.

Speaking as a manager, I'd like not to be fired on the hunch of a bagel salesman / economist if that's OK.