I went to the abstract of the cited paper
http://www.nber.org/papers/w10894
but didn't see much there that would help me check for warning signs in experimental design and interpretation,
http://norvig.com/experiment-design.html
which I generally like to do. Does anyone have access to the complete NBER working paper or to a more thorough description of the underlying study?