“And I pay more attention to clinical trials that find enormous effects. For example, Need for Sleep finds that a night of sleep deprivation reduced the trial group's coding quality by fifty percent. That's not the kind of effect you can write off as a confounding factor!”
https://buttondown.email/hillelwayne/archive/what-i-look-for-in-empirical-software-papers/