I am attempting to critique this study:
There are many directions I can go with such a critique. The most appealing and easiest, would be to mock it with a couple of quick quotes and be done with it. Then, I think to myself, are there people out there that take a study like this seriously? And, of course there are a lot of people who take a study like this seriously.
I'm hoping, though, that there are a few scientists who have been holding onto these GWAS studies as some sort of proof of all kinds of mental constructs, who might have a bit of a crisis of confidence when reading something like this. Perhaps they would like to dismiss this as an outlier, or misguided in some way.
Here's where they have a problem. Because, this study was done by the book. It has all the elements used to prove that there are genetic associations for these traits, just as studies are done to find associations for IQ, mental disorders, and personality traits. So if you are touting GWAS studies related to any of these traits, you need to explain why your study is good and this one is ridiculous, or you need to embrace this ridiculous study. There is no in between.
With that in mind, I will go through how this study follows the same formula as your cherished studies and you can decide which side of the health club attendance gene fence you sit on.