The p-Hack Rap: Scientific Replicability Explained Through Rhymes - Daniel Rosenfeld скачать в хорошем качестве

The p-Hack Rap: Scientific Replicability Explained Through Rhymes - Daniel Rosenfeld

Trying to publish in journals That have a high impact But quite often, in fact Methods are far from intact With a p-hack we see that We lack a priori testing But in a system where novelty Is viewed as the best thing Validity flies out the door As we test moderators and more Lose sight of reality Fearing a boot through the door Fearing being that person Who has a low H-index Because their analyses were clean With stats morals like Windex Stuck yielding null findings Not sticking to the binding Conditions that define Any hypothesis any time Maybe delete this outlier Only one, just to try it And unknowingly succumb To sheer confirmation bias Or one can start hypothesizing After results are known Just to make a novel claim That in reality is overblown Like a fisherman in the sea One can reel for false positives Uncover a novel discovery When in reality it's the opposite Searching data like it's a gold mine Trying to earn a good merit Need a p less than .05 Cause it's publish or perish But together we can revise Conventional norms and systems As a field we can rise Toward methodological wisdom We need greater transparency To beat this replication crisis To overcome biases that emerge When left to our own opaque devices Revision starts with new visions That ignite new ignitions Preregistration will reveal All those post hoc decisions