This isn't the only study that indicates fatness is impacting aggregate performance, either. The US DoD has actually identified American obesity as a potential threat to national security and readiness. [1][2]
[1] https://www.usnews.com/opinion/blogs/policy-dose/articles/20... [2] (PDF) http://www.dtic.mil/dtic/tr/fulltext/u2/a547350.pdf