Later that evening at the local tavern.
“So then when it fails for the third time, he drinks a cup of acid, tips his hat to the crowd, and then collapses.”
“Haha! That’s gold!”
The tavern falls silent.
See, replication isn’t a problem if your entire field is vibes-based. A lot of economics papers I come across are like that (so much so that I am close to writing off the entire decipline as unscientific). The diff in the level of rigour you would see in e.g. particle physics versus in economics is baffling.
It used to be psychology as well but I am noticing they are more than aware of their replication crisis lately. Whereas economics feels pseudoscience with a maths clothing.
The problem is that a lot out economics relies on “models” that estimate the price of milk by assuming a frictionless cow on an infinite plane. There’s a distinct lack of attempts to actually test the models against reality, or simply study reality itself (the reason likely being that when people do study reality instead of models, the progressive economists most often turn out to be right)
Economics is tarot card reading for right wing pseudointellectuals, just like The Stock Market being the same as astrological horoscopes for the same crowd
Not all of it. But that’s what a lot of the mainstream has become.
For a better analysis than I can give, check out Unlearning Economics on YouTube. He’s an econ PhD doing a lot of excellent work dissecting the problems with the field as a whole.
where’s that SMBC comic that says economic models suck so bad because they’re created by the sort of person who gets a business degree
That’s pretty much all of them
The real issue is that anyone can come up with an economic model, but politicians and public figures get to pick and choose the one that fits their beliefs most closely. The model can be crap and barely hold up beyond an ELIF narrative about why it’s true, and people will base their careers around believing it
I think there are good economic models out there, it’s just the convenient ones that are spread… Ones that don’t generally hold up against actual observation
The problem is that a lot out economics relies on “models” that estimate the price of milk by assuming a frictionless cow on an infinite plane
Reminds me of a great sarcastic comment I heard in a “Well, there’s your problem” podcast. It was along the lines of “Turns out that, if gas was free, contrary to what economists would have you believe, people wouldn’t be consuming infinite amounts of it”
Also the fact that the economy is managed can mean things aren’t always testable. If you think there’s going to be a recession based on models and you prevent that by using policy, did you really prevent the recession or was it never going to happen?
Economists are just maths/stats nerds that like gambling, don’t bother to cmv.
I see the same issues also in computer science especially when looking into recent trends such as AI or blockchain/NFTs before that. There are definitely areas that are more rigorous than others but the replication crisis is a problem in many many scientific fields. If your results are not completely outlandish and don’t go against the vibe, no one will ever bother to check your results.
There are so many different areas of computer science though… Everything from pure mathematics (e.g ‘we found a new algorithm that does X in O(logx)’) to the absurdly specific (‘when I run the load tests with this configuration it’s faster’). The former would get published. The latter wouldn’t. And the stuff in the middle ranges the gamut from ‘here’s my new GC algorithm that performs better in benchmarks on these sample sets’ to ‘looks like programmers have fewer bugs when you constrain them with these invariants’. All the way over on the other side, NFT/Blockchain/AI announcement crap usually doesn’t even have a scientific statement to be expressed, so there’s nothing to confirm or deny. There are issues with some areas, but I’m not sure that replication is really the big one for most of these. Only one it commonly applies to IMO are productivity or bug-frequency claims which are generally hella suss
A field that definitely has a problem with replication is Computer Human Interaction. There are a lot of user studies in that field and you basically never see a study done twice. The setup of the studies usually doesn’t even allow it to be repeated as it hinges on some proprietary software written for that very study that is not released to the public.
Yeah that’s a very good point. I was kinda thinking of HCI at the end there but I’m a software engineer so I was only talking about dev experience 😅. Definitely the same ballpark though and 100% agree with you
The level of rigour you would see in e.g. particle physics versus in economics is baffling.
There’s no economic equivalent of a LHC, though. For a while, the high end physics really was confined to a blackboard and predicated on people’s faith in mathematics. And you can build convincing economic models rooted in a reliable mathematical formula. You can even back your way into a convincing mathematical model by compiling economic data and building a model around that.
Whereas economics feels pseudoscience with a maths clothing.
The economist Richard Wolff often comments on the curious distinction between Economics and Business as fields of study.
Na mate, you can’t replicate a single study. There’s never a chance to control all your environment and redo everything exactly the same. Even if you did, people get older and arguably wiser so they behave difference under the same situation.
In the mean time, all electrons are interchangeable and you can pick as many as you want and put in the condition that you want.
Yeah, I read about the Stanford prison experiments being widely cited, and it likely has influenced our culture in some way.
Yeah no economics is absolutely a fake science
There are a couple great video essays by Bobby Broccoli on YouTube where they dive into the history of people who faked human cloning and discovering a new element
Link for those interested:
Amazing video. Thanks for sharing.
I love bobby broccoli. For me, one of the very few instant-click long format channels.
The video on Jan Hendrick Schön was what I thought of on opening the thread
isn’t there a problem with lack of replication in the scientific world though? i feel like replication experiments don’t get grants easily so people are more likely to pursue one time experiments.
Yeah and if it were some mundane claim it would probably get away with it. But its always something outlandish like say being able to perform fully automated blood tests with a single drop of blood.
For a hot minute, Elizabeth Holmes had a company with a multi-billion dollar valuation based on her specious claims. It doesn’t seem like the risk of getting caught deterred her from committing a phenomenal fraud, or rendering false results to thousands of patients who relied on it during her initial testing. The enormous immediate profit and prestige drowned out the nagging fear of getting caught.
Also, the people investing in her company really should have done more independent research than they did.
Just do experiments that confirm the bias of your peers and grant review boards.
Someone knows the Master’s thesis trick.
It counts as long as p < 0.05
If you want to see a good example of scientific fraud, read about the scientists and doctors who helped the tobacco lobby lie to the public for decades.
Thank You For Smoking
More Doctors Smoke Camels
Mercury to gold is an easy one, you just hide gold in your stir stick behind a wax cap.
My daughter has just written her bachelor thesis. For that, she had to compare a bunch of papers and studies about a number of sub-topics related to her thesis topic. For one such point, there were only two studies to be found in the world. Both from renowned scientists and universities, both looking sound regarding their methods, both having comparably large data sets, and they both came to completely opposite conclusions. After a talk with her thesis advisor, she dropped this sub-topic and the studies from her thesis.
Yep. Something like that.
Patenting my formula for turning mercury into gold, registering it with the state, and filing a series of vexatious lawsuits claiming anyone doing gold plating is actually using my technique.
damn the guy lied himself into a pretty deep hole. it is a shame he felt suicide was his only option. sure his reputation was ruined, but he was young. he could have started a new life elsewhere
Mercury to silver is an easy transformation. You just take a vial of quicksilver, and make it run laps until it’s really tired.
But that’s not all that useful, since it’s not stable and will turn soon into quickersilver
That’s why you break mercury’s legs instead.
That’s hydrogen cyanide, for those who are wondering wtf prussic acid is.
He was probably suffering from mercury poisoning anyway which made him think he could get away with what he was doing.
Well, this is extreme.
But in all seriousness, it’s rare for someone to commit fraud on this scale, and even rarer for someone to expect fame from it.
It’s much more common to be in a position where your grant obligations require you to publish 4 articles in a year, and the topic didn’t turn out to be as good as you initially expected, so what do you do? Just take the samples that actually worked at least barely, at least once, apply the logic of “well, it did work once, it doesn’t matter that two other replication attempts brought the catalysis efficiency twice as low, one sample is enough for a proof of concept, let’s write a whole paper based on that”, and here we have a manuscript that contains inflated data, maybe because the conditions were successful this time, or maybe because someone had previously polished platinum on the same surface that the electrode for the catalysis was polished on. Who knows? Who cares? At least you won’t starve for a year until you have to do it again.
Not trying to justify such behaviour, just providing some sort of explanation of why this happens at least in some cases.
But in all seriousness, it’s rare for someone to commit fraud on this scale, and even rarer for someone to expect fame from it.
Fair. But this is an example of something egregious by all standards. Sure, we can also remember Jacques Benveniste. Or recent ivermectin fiasco. And are we considering that superconductor story from last year fraud or just negligence?
Maybe a handful others can be found active today, but the number of those that attempted such a risk would be very small — probably several hundred bold enough to disrupt their area, virtually unnoticeable from outside perspective, and a couple dozens willing to try to act at a scale visible by popular media (well, like example you provided).
That’s what I mean by rare. I would call these outliers in terms of scale/frequency because incidents like these were allowed to happen and did not pop out of thin air. They are not a root of the problem, but rather a byproduct of how academic publishing, financing, and recognition work as a system. The random article you would try to replicate would with a certain far-from-zero probability fail not because the authors had a grandiose idea of how to fool the academic community and gain fame, but likely tried to fit in their poor results in the publishing process that requires novelty and constant publishing regardless of the quality of research, or else they lose their position/group/lab/not gain tenure/not gain next grant/not close the report etc. And that is more problematic and brings far more distrust in science, even among academics themselves, than any vaccine- or water memory-related nonsense.
Yeah, I guess there are two sides to the problem here. People that do fraught on a level that is hard to perceive and those that do fraught on a grandiose level. I agree with all of your comments, especially what you say about how the harder to perceive fraught is actually more damaging to science.
But I guess the question initially posed why some people would do these high risk frauds. Why would someone say they’ve got a working room temp/low pressure supercomputer? Why would someone say they’re able to turn anything into gold? As you say, these are just some spectacular outliers though. And some people are just in it for the short time of grandiosity and fame and don’t care about the consequences I guess?
I’d say yeah, I agree with you, at least in some cases that must be true. It’s so hard to imagine what must go through their heads.
I can’t even say they aren’t doing it for science, because at times there’s such insistence that you can’t help but feel they are sincere in their beliefs (well, same applies to ‘psychics’ or ‘telepaths’, so ehh).
I’ll ask Andrew Wakefield what he thinks
