And this, fellows, is how you end up with the reproducibility crisis. Incentives are just all messed up.
And this, fellows, is how you end up with the reproducibility crisis. Incentives are just all messed up.
> I am not advocating the reckless publication of unverified data, or recommending being so careful that you end up publishing nothing — but there is a difference between being reckless and shooting yourself in the foot.
To me, the author is looking back and now realizes that he may have been too cautious in that he was running too many experiments to publish one result and that there is a spectrum of caution and that he may have missed the sweet spot. As others have pointed out ~19 papers (and only 5 first author) over 23 years seems to be a low publication rate, which I think the author is reflecting on.
I agree that the incentives are messed up and these upside down incentives are a driving force behind the reproducibility crisis, but I wouldn't take this quote from the author and say it is an illustration of the reproducibility crisis.
Low compared to what? Compared to the expectations set by his fellow scientists in a field shaped by the norms and incentives in question.
There's a circularity here (and in the earlier comment by Obi_Juan_Kenobi): apparently this guy's real problem was his own low productivity, which we know because he published less than his colleagues and competitors -- therefore his case can't tell us anything about the warped incentive structure that favours publication maximization over intellectual integrity.
This is why I don't read his self-reflection as necessarily being an illustration of the type of mindset that leads to the reproducibility crisis. It sounds like a reasonable scientist reflecting on things he might have reasonably done better with the benefit of hindsight. No where do I read the implication that he is lamenting his choice to not do shoddy/quick science for the sake of securing a tenure track position.
Moreover this is self reflection so a lot the things he is reflecting on are speculative in that he thinks they might have helped him find a tenured position, but he can't be sure. He even has this disclaimer at the beginning of his piece:
> I’m not claiming to know the formula for how to get tenured (if I had that, I would have used it for myself). Instead, I would like to offer the advice I’ve gathered.
That way lies madness.
If a scientist runs a couple experiments and find something truly remarkable, the guy who rushes to publish is going to win out over the guy that says “this needs another year of work before it’s perfect”.