well yeah, but there is money in knowing what to avoid. in academia it’s more like “why can’t i reproduce this effect i read about in this fancy paper, am i stupid or what”, when maybe, they just got lucky, or had plenty of very reasonable analysis options to choose from, or simply fudged the numbers. i fear that in much of academia there is a huge incentive to publish at whatever cost