First of all, there's an extreme focus on papers that have come out in the last 1.5 years, so that a lot of very interesting older work is invisible.
Secondly, physicists don't look outside the discipline, despite the fact that we often use inferior techniques. Back in the 1990's, Mark Newman and I were both working at Cornell and both of us were aware that the techniques physicists were using to evaluate power law distributions were bogus. Well, I was a timid grad student and, despite being one of the best physicists of his generation who already had written half of an excellent textbook and had a stellar research record, Mark was a postdoc who spent most of his two years in absolute anguish about how he was going to find his next job.
Mark wrote a paper about this ten years later, after physicists had published thousands of bogus papers using bogus statistics. It's a tragedy that neither Mark, myself or some other young turk didn't write it earlier -- and it wouldn't have been hard to do it all because it would mainly be a review paper of what was already in the statistics literature.