xkcd #3117: Replication Crisis
Title text:
Maybe encouraging the publication of null results isn’t enough–maybe we need a journal devoted to publishing results the study authors find personally annoying.
Transcript:
Transcript will show once it’s been added to explainxkcd.com
Source: https://xkcd.com/3117/
I liked once reading an article that showed that with some major findings from important scientists that were later shown to have a wrong value, it wasn’t that a second study promptly “snapped” to the correct values. Instead, over time, subsequent studies incrementally moved to the right value.
On one hand, this is good in that the process does ultimately work, and we got to the right value, though it could take quite some years.
On the other hand, this is embarrassing, because it suggests that people doing follow-up studies to a prestigious person second-guess their own results (“Doctor So-and-So can’t possibly be wrong…it must be me in error”) and aren’t willing to report the full deviation, so they’ll bang on an experiment until they get a value that isn’t that far off and report that.
I can’t seem to find reference to it in the explainxkcd Wikipedia articles, but I remember being intrigued.
Some people have started distinguishing between “science”, i.e. the scientific method, and "the science’, i.e. the total collective body of results.
“Science” is precious and pure. It’s never right or wrong, it just approaches correctness as it progresses.
“The science” is always inherently suspect since that’s how “science” works, but it’s frequently treated as indisputable fact. This is problematic for a number of reasons, and the replication crisis is at the top of that list.
The most famous version of this might be Millikan’s oil drop experiments to measure the mass of an electron. His notebook is full of qualitative judgments of his measured values and which ones to include in the final determination. The mass of an electron settled down pretty smoothly
Ah, yeah, this sounds like it’s making a similar point, though whatever article I read long post-dated Feynman.
https://en.wikipedia.org/wiki/Oil_drop_experiment
I’ve read Surely You’re Joking, Mr. Feynman!, but that won’t be what I’m recalling, as I’m pretty sure that that didn’t have graphs. I’m thinking of an article that I think was on the Web, and had graphs showing values over time walking toward the correct value. I do think that it dealt with the hard sciences, not social sciences, so it might have included that oil drop experiment, and I think that it had several different experiments.