Plagiarism is bad. This is even worse. | Wrong Number
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- Опубликовано: 6 май 2024
- Academia values the appearance of truth over actual truth.
reason.com/video/2024/05/07/a...
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After surviving a disastrous congressional hearing, Claudine Gay was forced to resign as the president of Harvard for repeatedly copying and pasting language used by other scholars and passing it off as her own. She's hardly alone among elite academics, and plagiarism has become a roiling scandal in academia.
There's another common practice among professional researchers that should be generating even more outrage: making up data. I'm not talking about explicit fraud, which also happens way too often, but about openly inserting fictional data into a supposedly objective analysis.
Instead of doing the hard work of gathering data to test hypotheses, researchers take the easy path of generating numbers to support their preconceptions or to claim statistical significance. They cloak this practice in fancy-sounding words like "imputation," "ecological inference," "contextualization," and "synthetic control."
They're actually just making stuff up.
Video Editor: Adani Samat
Audio Production: Ian Keyser
Photo Credits: Michael Brochstein/Sipa USA/Newscom, Walter G Arce Sr Grindstone Medi/ASP, Graeme Sloan/Sipa USA/Newscom
Music Credits: Strange Connection by Nobou, Digital Dreams by Jimmy Svensson, Nothing Can Stop Us by Nobou, Hero Is Born by idokay, Sneaky Shenanigans by Charlie Ryan
Gay KEPT her JOB as a Prof at Harvard
$1 million/year salary too (or so I've read). Unbelievable, considering what happens to students who are caught plagiarizing.
I hadn't heard before either that she won an award for that plagiarized dissertation.
Yet Harvard is highly regarded and superior to other institutions? Give me a break.
It may be Just A Job, but it's a Harvard Law job. How far the mighty fall.
With $900,000 🤑😂
She resigned as president but was brought back as faculty with a six-figure sum
900k YEAR salary
@@moneyobsessed but she's a black woman! so our arguments are instantly negated
Harvard = Barely qualified to work at Arby's.
Those who hire for serious jobs absolutely ignore institutions as ruined as Harvard. Their graduates are a joke, but much more so a liability. Whether it's those that were admitted and allowed to pass because of their skin color or because of who their dad was...they're all serious liabilities that will ruin your company.
Harvard, can’t help themselves pop…
I'm sure she's struggling after the 500k pay cut...
i'm surprised to learn that my greatest misconception was in thinking that falsifying data was actually difficult.
Committees check selectively. They chose to give her a free pass.
What terrifies me is that they appear to be ignorant and/or lazy about it. My statistics education is limited, but I would never use Excel to interpolate imaginary data into anything. I would also not just toss out outliers just because like Gino or Hauser. What were their schools? We cannot reasonably assume their conclusions are worth using in our lives. Therefore, they are irrelevant to life.
@@chipcook5346 i guess that's why you're not a famous academic, grifter, or university administrator. ¯\_(ツ)_/¯
@@jaewok5G You know it, baby! It's all monkeys and dart boards for me.
Journals and universities don't require any controls or accountability of data.
Here's one scenario: A grad student (who is doing all the work) takes research notes on paper. Then that data is copied into Excel. The professor (who is the author of the paper) realizes it's not statistically significant, and edits the numbers in Excel. The paper notes are never published, and might even be destroyed. So there's no evidence of the fraud. The grad students might never know their work was tampered with.
Excel and other consumer software should be banned from research. Instead, scientists should be required to use software that maintains a log of all changes, including which user made the change.
There's a replicability crisis in science right now. I think it's in large part due to manipulated data and junk science.
I'm a lifelong academic, have served on the editorial boards of seven international journals, and in my expert opinion there is no question-not the slightest-that Gay committed plagiarism, and at a level far far greater than as specified in Harvard's codes on this subject. And no... the fact that half of Gay's publications bear plagiarized material cannot be ascribed to some graduate assistant or such. There are SO many examples to provide (more than I've ever heard of from a single person), but here's my favorite: Palmquist & Voss (1996) wrote: "… the average turnout rate seems to DECREASE linearly as African Americans become a larger proportion of the population. This is one sign that the data
contain little aggregation bias. If racial turnout rates changed depending upon a precinct’s racial mix..." which Gay plagiarizes as (Gay, 1997) "… the average turnout rate seems to INCREASE linearly as African Americans
become a larger proportion of the population. This is one sign that the data contain little aggregation bias. If racial turnout rates changed depending upon a precinct’s racial mix,..." Note the verbatim (and unacknowledged) copying... save for one word, the change of "DECREASE" to "INCREASE," which the careful reader might ascribe to an attempt to forward a political agenda. In my expert opinion, this is far WORSE than plagiarism: It is a) not doing the original data collection or analysis, b) copying verbatim the scholars who DID do the data collection and analysis (without attribution), and c) inverting the conclusions (likely to further a political agenda). No wonder Professor Carol Swain of Vanderbilt, whose work was plagiarized by Gay (and who happens to be black), said Gay stole Swain's ideas and hence doesn't deserve to be called "Dr." because she (Gay) didn't do "original" research for her PhD. And Gay is the best Harvard could find? Really?
Perhaps Gay WAS the best Harvard could find.
I choose not to guess what she might have been the best FOR.
Thank you! Great YT comment.
Yep. The best black woman with all the right opinions and connections that Harvard could find.
Oh, you thought they were looking for someone actually qualified for the job, didn't you?
Any commentary on the assertion that up to 40% of papers to some Journals are produced by Paper Mills: "A report by the Committee on Publication Ethics released in June 2022 confirms Day’s findings. The report, which looked at six publishers, found that two percent of papers submitted to journals may have come from paper mills and for some journals, the number may be as high as 40 percent." - SHARYL ATTKISSON. There are also problems recently emerging with many persons unable to replicate experiments as reported in scientific and medical journals, ... My biggest gripe however with relevance to Harvard is the much bigger problem that at least 2 high profile Professors at Harvard (in the African Studies Department) made their careers falsifying data and still retain their posts.
Do I understand correctly that she inverted the conclusion of a study without providing any reason for doing so? I am not sure how important the claim is for the article she wrote but if it is really relevant to the main point of the article it should lead to a retraction of the article and probably lead to an end of her professional career. I don't see this as plagiarism but as a far more problematic fraud as it means that she knew that the data said otherwise and decided to hide the evidence. This is incompatible with scientific pursuit.
Shocking! Political activist uses bad faith means to achieve ends!
Do not go where the path may lead, go instead where there is no path and leave a trail.
-Claudine Gay
(She was plagiarised by Ralph Waldo Emerson. Seriously. Claudine wrote this first. Ralph shamelessly copied her.)
@@darrellfuller8078 wow, that is the most insightful, original quote ive ever heard, i'm sure no one in history has ever said anything remotely similar 😂😂
@@aidananstey9848 Claudine Gay plagiarised the Acknowledgments section of her thesis. She couldn't even thank her mentors and family without committing plagiarism. I guess that's the standard for earning over $900K per year at "top" universities.
What would one expect from a black, lesbian, shaved head radical?
Just when I think I'm cynical enough, somebody reminds me that I woefully underestimate the proper degree of cynicism I should have.
If a student did what she did, they would be given an instant F in the class (thus more or less permanently destroying their GPA) and expelled from the university, and possibly blacklisted from other universities.
Yes you are correct.
And consider how many student careers she has destroyed for exactly the same thing as a professor on a panel or instructor. For her to climb so high at such place as a fraud, others had to be in the know. I am sorry to say that I have seen such things even in the hard sciences.
Students actually do this all the time with no negative repercussions. Education faculty in this country, from K-12 to Ivy League universities, are immune from accountability and work in a culture where diligence is discouraged. Where do you think Claudine Gay learned this behavior?
When she did it, she was a student.
It would be nice if that were true. The administration of my university is very lax with academic dishonesty and therefore cheating is rampant. It puts students who refuse to cheat at a marked disadvantage. These are the people who support no cash bail, they love any behavior that Destabilizes institutions and damages society, why would they be harsh with cheating students?
This guy was a great hire for Reason.
Knowing nothing about the matter, I would say he's badly underpaid. What a f*ing rockstar.
Seconding that!
I entered a Dutch research university around the time of the Diederik Stapel scandal. A Dutch psychology “researcher” who made up entire data sets, like literally made up the data. We have waaaaay too many social scientists in the world, especially those who are subsidized by the state.
"Social science" is one of the worst oxymorons (emphasis on morons!) in existance. It is most often nigh on impossible to test a hypothesis in social (or political) 'science' -- takes too long, factors greatly affecting the study cannot be sufficiently controlled, and volunteers may be tough to obtain (esp. for the 'worst' side of the study!). True science requires hypothesis, then experimental design, then experiment, then data collection and analysis, then conclusions and follow-up (including, often, more experiments).
Should be called social or political arts...
No please dont call it art. It needs a new term so we dont continue to besmirch hard science or any other established endeavor.
@@astridc9778 No one remembers. It used to be Studies ... subjects like Political Science and Social Science used to be Political Studies and Social Studies. No struggle sessions for new words are needed.
The push to have the Studies moved to be one of the many Sciences has been around for a long time - even before the 1960s when the will to make it so was empowered by President Johnson's Great Society programs and the Vietnam War. Supposedly, protection from the draft board rubes from the right side of the railroad tracks in several thousand towns not wanting to give draft exemptions to the Arts and Crafts crowd ... was a coincidence.
There's nothing wrong with pursuing a respectiable field of Studies and improving on its body of knowledge. But, using the scientific method to call it a science because it makes an "experiment" with a hypothesis and conclusion doesn't make it a Science - just because the collected data in a spreadsheet used statistical math in the subjective art of data analysis.
In fact, the humanities generally have the rep of being sloppy with experiments - they don't take it seriously compared to hard sciences, considers it as secondary to whatever it is they're trying to do and can get political based on someones egos. Richard Feynman touched on this problem in one of his books.
No one remembers. It used to be Studies ... subjects like Political Science and Social Science used to be Political Studies and Social Studies. No struggle sessions for new words are needed.
The soft sciences are beyond easy to fake. Because it's literally impossible to get the exact same results twice. No two humans are exactly the same so when you're comparing us you can't do it the same way that you would to bridges or two cells. Because those two things are actually supposed to be identical. If they're not you see the problem. Two people are not meant to be identical. We are meant to be different. So lying about it making it seem like you're right is super easy barely an inconvenience!
There was a time I considered myself to be an academic. But that was so far in the past that it was "allowed" to publish a paper with a negative result. It was (almost as) valuable to show directions of research that didn't work as those that did. When that standard disappeared, so did the respectability of academia.
"They're actually just making stuff up." That quote makes my day. Thanks.
Amen. Plain, honest - even if brutal - communication is rare, underutilized, and under appreciated these days.
If you enjoy that style, you may enjoy clips of senator Josh Hawley as he grills various D.C. swamp creatures. Even if you disagree with him, it’s a refreshing and rare style. One of his best is the most recent example of him going “nuclear” on Deb Haaland. Entertaining.
Best Regards
Figures don’t lie! But, Liars can figure.
Being right is not nearly as important as being BELIEVED.
Is this your quote? I love it….
@@bjnowak It is. Thanks!
Being right is not nearly as important as being BLACK
@@cedricwilfordI'll cite you Cedric, great quote.
Wow, this is one of the best quotes I've seen in quite some time. Nailed it!
WOW how far Harvard has fallen. Low standards and bad results follow. But sadly as a researcher this is very common and regrettable.
Gay is not an academician, she is a politician. Optics over objectivity. Between Gay's behavior and the rapping "Harvard Docs," I have started looking carefully at physicians' diplomas. Harvard? I'm out of there.
Lies, damn lies, and statistics
And still she ended Richard Fry career on laughable grounds, just because he published a paper with well documented data stating that armed black men are actually shot LESS by the police; with Fry, the lab he created and that was actually helping black kids was also lost.
Now I only have a bachelor's in Sociology and Political Science (and yes it was a bad financial decision), and since my graduation nearly 11 years ago I have forgotten a lot. But I will never forget how much of what academics know is utter baloney.
If you're going to read this comment further I will say this (indulge me): the first year of any social science program should include two courses in statistics and two in economics. Many social sciences students (like me) put off stats until then final year, and never took an econ course.
This^^ 💖I found myself interested in soc but after talking to a few faculty and reading some of the course material I felt quite repulsed by how biased they are despite sharing many of their views🤦🏻♀😕My thoughts were stats & econ would help a lot in filtering out the BS too. Perhaps even philosophy 101 or discreet math or courses to strengthen one's logic & critical thinking?🤔May be a bit of polsci, law & history can help build context too but I'm overthinking at this point 😅I'll probably take a soc 101 in my part time but it's certainly not something I'll be majoring in. 🙅🏻♀
But feel free to share what stat or econ courses would you recommend for a freshman, I could use any and all suggestions 😅😇
@@babyqueenxo As an actual economist, a basic microeconomics course (Supply and Demand) is fine. Understanding that one graph, and what happens when you start manipulating it, will inoculate you against so many bad political ideas, its just not funny.
OTOH just reading a few easily obtainable and digestible books will do the same job:
_How an Economy Grows and Why It Crashes_ (Peter Schiff)
_Rich Dad, Poor Dad_ (Robert Kiyosaki)
@@babyqueenxoBefore you take any social sciences course, read/listen to "Basic Economics" by Thomas Sowell.
If you must, do your intro poli sci, sociology, and philosophy courses - but take intro stats and econ at the same time.
Economics is the superior social science, poli sci and sociology are downstream of econ.
This is the best video Reason has ever made. Give this man an entire show.
Aaron Brown is smart, honest, clear, and factual. He is a mensch.
One of my professors in my PhD was teaching us quantitative research messages. He flat out told us “look the point of all this is to make a bunch of worthless data mean something. If you can’t make that happen you cannot get published. If you don’t publish you don’t keep your job.” Still look at this class as the moment I realized I wanted to teach at a community college instead of a 4-year school and I have never regretted this decision.
Statistics are difficult, but can be made a lot easier if you know the results you want in advance.
Incredible. Now THIS is journalism. Great work.
Figures DO lie, when liars do figures.
I critically appraise research studies for a living, and it never ceases to amaze me how much "imputation" is tolerated when journals accept a paper for publication. So many worthless articles out there, and so many important questions that have yet to be studied fairly. 😢
Are they really worthless or they to serve an agenda apart from getting a paycheck and career growth? In the area of soft sciences I've seen they all have the same narrative. It's more like activism for an agenda rather than scientific research to find the truth.
Reminds me of the quite infamous-at-the-time "Bully Hunters" fiasco. They had a trailer video which stated:
_"Over 21 million female gamers have reported sexual harassment in-game"_
Note that it does not say "it's estimated that 21 million female gamers have experienced sexual harassment in-game", or even "21 million female gamers have experienced sexual harassment in-game". It explicitly says that 21 million HAVE REPORTED such harassment.
So, where are these 21 million reports? As you might have guessed, they don't exist, and never did. That number is based on an online survey where the number of responses was... drum roll... 874. Not 21 million, but 874. (From those reports 35% claimed having experienced harassment.)
And to top it off, it wasn't some kind of academic or governmental survey, or any kind of survey conducted by a company dedicated to such surveys. It was just a random blog post somewhere.
Where did they get the "21 million" number from? By extrapolating from that 35% value. But, as mentioned, that's not the extent of the distortion because, as mentioned, they say in the video that "over 21 million female gamers HAVE REPORTED". No, they didn't. Those reports don't exist anywhere.
The famous "97 percent of climate scientists" meme is similarly largely an invention. Are there really 10 thousand climate scientists? No. When I encounter that, I ask for a list. Got list? No?
@@thomasmaughan4798
What are you even talking about?
@@WarpRulez "What are you even talking about?"
The topic of this particular comment thread is misleading statistics. Climate politics is a good example of misleading statistics. The 97 percent is accurate, but it requires careful examination "of what" exactly and it would easily have been 100 percent but that would be suspicious. 100 percent of people that claim AGW believe AGW. But 99 percent has been used; 98 percent has been used; 97 percent is a nice prime number that now is used only for climate politics.
Hypothetically, someone could easily decide on 97 percent FIRST as a meme and then *adjust the statistics* to arrive at the desired 97 percent. And it would not be wrong! Merely misleading.
@@WarpRulez He's talking about the universal belief that 97% of scientists agree that climate change is real, caused by man and a crisis. BUT, the original survey of 10,000 scientists were asked 2 questions 1) Has the planet warmed in the last 160 years? and 2) Is human activity a significant factor in this warming? They got 3,146 responses back, but only 79 of those responses were from self-described climate scientists, and 77 of those agreed with the second question. There was nothing in the survey about a crisis, and the sample size was somewhat small. But this is the public consensus as it has been pushed by politicians.
@@WarpRulez its very clear what hes talking about
...at the university, "Publishing matters more than truth."...
something something something, high priests of climatology, something something something.
I was accused of plagiarism four score and seven years ago. But I didn't and you can hold these truths to be self evident.
Fraud is a crime. Prosecute it as such and stop all the hemming and hawing.
I learned how to fake data in high school.
If you understood the chemistry experiment, but your attempt failed, you just create data that shows success.
Even easier, copy someone else's successful data and shift the numbers a bit.
(Dry Labbing)
I had a stroke of great good luck in elementary school. We performed a chemistry experiment, and my partner and I didn't get the result we expected. I don't remember exactly what it was, but it was something distinct, like something burning with a tiny green flame. My partner talked me into reporting that we _had_ gotten it, to avoid the embarrassment of having botched the experiment, and that's what we did.
Then the teacher explained to the class in detail what the results ought to have been. My partner and I had misunderstood; the part of the experiment that we had just turned in was the control portion. There was _no way_ it it could produce the special result. I will never forget that feeling. The teacher never said anything to my partner and me about it, but I knew that he knew that we had lied, and rendered the whole experiment pointless.
I never faked data again, and when I worked as a teaching assistant, and one of my students reported that in a physics experiment he had found that momentum is NOT conserved, and he couldn't find any other explanation for the anomalous result, I gave him top marks, and presented his lab report to the class as the ideal of how science should be done.
That would work about four out of five times in my chemistry class. The fifth time, the procedure and ingredients are wrong on purpose, so if you follow it right, you won't get the right answer, and that's where the "explain your discrepancy" question earns full points. If you suspect the sugar was sand, or the reagent was diluted too much... congratulations, you get the grade. If you just do math with faked numbers to get your expected result... you fail the class.
@@williambarnes5023 That's why understanding the experiment is important.
Dry labbing is used to show you succeeded in doing it right, despite failing to do so or failing to even do the lab.
If I were to start a university, the path to tenure would be simple: number of papers discredited. That's how academics worked in the good ol' days; they would argue things out in papers and truth would prevail.
If I were running a university, I would say no tenure. Everyone works year to year.
@@robertewalt7789 Yeah right. Twelve years of expensive study and debt to deal with, you gonna take a shitty job with no security. All the people that no-one else would hire would churn through your revolving door. You'd have the worst reputation and awful students.
"Academia values the appearance of truth over actual truth." - Beautifully summed up!!
Having published hard science research articles in engineering, i spent a TON of time gathering data. Sometimes, we had to revise experiments to get better data (more consistent). We always had to calibrate our models with real data, and you can only trust any model within the range of the experimental data. Outside that range, you are guessing. Sometimes, that guess is good enough, but you always mention that the inference was interpolated, and you do your best to make sure there is a good reason for it. For us, it was usually that data was not possible to measure something that small. We would then use secondary validation to firm up the model to test if the model was useful in describing a given phenomenon. We had to scrap very expensive experiments that did not pan out due to a lack of data. Would have never dreamed of falsifying it.
Gay is a classic example of DEI.
Falsification of data has always been present in academia. It has gotten worse lately. The worsening of the issue is just one more symptom of the focus on ideology over academic integrity and merit.
People who argues that lies, their destruction of the meritorious system, etc are justified for their cause are often idealogs and/or narcissists. I think given that they scarcely ever succeed at helping their own causes they claim to champion suggests that it's all self-interest.
The appearance of truth is more important than actual truth. Brilliant!
This is a genuinely fascinating prospect. People will blow tens of thousands of dollars in a year to be taught by universities. How much of that value is literally just regurgitated information or falsified information? I’ve been saying for years that the education system is highly flawed, be that Public, Private or otherwise. If the fact that we invest millions of dollars into universities and can’t even trust them to pursue or teach the truth, I’d say that’s the most damning piece of evidence that our schooling system needs to be MASSIVELY reworked…
Gay was NOT a “diversity” hire. She was hired for the excellent work she submitted. See what I did there…
The work she submitted wasn’t her own work?
She already KNEW the “truth,” any real data would just get in the way.
What’s worse a people and news agencies will cite a single study as fact.
Her shamelessness is beyond measure. As someone commented.. she would have no hesitation in destroying a student if their ideologies conflicted. Actually a wicked person IMO. Imagine carrying on like she has if she was white... She'd be locked up. Black privilege strikes again.
Gay kept her $900,000 per year teaching job.
And she doesn't even need to have a class to teach. She just gets the title and doesn't need to do anything.
Excellent synopsis. The issue is that 'those in charge' are also 'those who are culpable'.
She just played the game. Harvard was looking for a POC token to show that they weren't racist. They chose her, and all she had to do was throw some papers together as a formality. She didn't do the research because they weren't evaluating her on that.
I work at an institution where there is a lot of social science input, so I get exposed to this stuff. I've seen things where it's clear no research has been done, data is misrepresented, and novel definitions for words have been used in order to "support" the conclusions.
The entirety of american critical theory, social justice theory, post mid century feminism, queer theory and everything after that is all based on that model- marx would be turning over in his grave except they are achieving the results he wanted.
There are liars, damned liars, and academics...
This one will go into the DEI's greatest hits mixtape
The bar hasn’t been lowered. It’s been removed.
Great piece! It requires a stunning amount of homework to get to the bottom of these bogus stats. By the time you do, 10 more studies have been published.
I would also suggest a vide on the topic of "idea laundering" which is paying for university data, then publishing it in the media, which makes the paid-for data a new fact.
she should have been fired
The next time someone brags about graduating from Harvard or another Ivy League school, remember exactly what that means. And also remember that many of them will end up, or have ended up, in positions of power and control. Gay was doing this 20-25 years ago, so graduates making excuses like "I graduated before all of this" or "that's just recently" are blowing smoke. On that note, I wonder if anyone has analyzed "Dr" Jill Biden's alleged work?
I read Michelle Obama's thesis; that was a day I will never forget...
And we supposed to believe she's not in place because of an agency
Medically - Don’t give me a drug unless it has been thoroughly tested
Thank you Aaron Brown! Your analysis is always interesting to watch. As a researcher working in a different domain, I am always amazed at how it works out in social/political sciences (his is not to say that there are no problems in my domain, but rather that they are quite different in nature and have no such implications for the society)
Claudine Gay needs to be stripped of her Doctoral degree, it is not worth the paper written on.
And now she teaches a class on academic ethics?
Please Reason more of this guy.
These episodes are tremendous. Always enjoy and value them so much.
My 3rd grade teacher taught us about this stuff with fancy sounding words to lie.
Two other 3rd grade teachers told us we would all die in 10 years from the next ice age.
Thank God for the teacher that prepare us.
Gay was probably not fit for Harvard if admissions didn't consider race, so in in some way it's not her fault.
I know this is satire, but we shouldn't be entertaining the slightest chance that rids them of their accountability.
Didn't the purple Tupperware glasses give her away?
I love that after this video, I get an ad claiming a study in some overseas country shows that coconut oil balances hormones. I'm sure this "study" is even a bigger joke.
Trust the science, eh?
As an intellectual historian I've always had a professional bias against purely quantitative studies absent of good qualitative argument ;-). I remember the "Time on the Cross" controversy, where Fogl and Engermann presented such calculations as how often the average slave was whipped 😞, a truly questionable contribution to slavery studies. But seriously, while there has always been fraud and ideological bias in academia, the brutal neoliberalization of higher education since the 90s, which has turned academics into closely monitored "publishing automatons" has generated a whole copy & paste and "invent your own data" culture. It's pretty disheartening.
I didn't know Willie Nelson was a statistician.
Wow- so much FRAUD, SO LITTLE TIME
The problem is "publish or perish," and citation networks. Academia is rotten to the core, with the focus on novel publications, hypotheses, and findings has a horrendous inflationary effect. Just like your food and the dollar in your pocket, government meddling has destroyed the value of a core aspect of the human experience in our country.
As a Data Analyst, I really appreciate this piece and will be sharing it.
Hi, I'm curious if the field of data analysis has these issues to the same extent too? I was recently learning about the ecological fallacy in regards to a certain third rail topic and I couldn't help but notice how the presenter's bias was blinding him into committing the same fallacy & drawing non-sequitur conclusions. 🤦🏻♀
Ugh. Medical and social science researchers often learn just enough statistics to fool each other.
Integrating over possible values for unknowns, rather than picking point estimates ("imputation"), helps with both avoiding unwarranted inferences and focusing future data collection to maximally reduce uncertainty.
I really value and admire this vital public service of auditing agenda-driven flawed statistical analyses. Keep it going!
Can we replace the electoral college with Excel Auto fill?
agreed!! william henry harrison -would've been- will be a transformational president!
Maybe just switch the President with Excel Auto fill, and the congress.
That would make the goverment 109% more efficient
But we don't want to be dependent on a proprietary application that runs on a proprietary OS. Autofill should only be done on LibreOffice (on whatever OS you want) because you will be able to audit how the function works.
too late.
@@jaewok5GMAWA!
Thank you for a well thought out and logical video. A treat these days!
Aaron must drive modern academia nuts. Good!
If school taught me anything it’s how easy it is to BS a “research paper”.
Like they didn’t know about her plagiarism before they put her in that position. She is a typical DEI hire.
Wow! This was painful. When we be able to trust research papers and the peer review process? 😔
“Dead people can’t move”. Lol true in more ways than one! Love your humor.
Those first 10 seconds really tell you everything you need to know about the US education system.
DEI didn't Earn It.
TRUST THE SCIENCE!!!
Why does she still have teaching credentials?
Welcome to Marcusian academia.
That excel auto fill was funny
Plagiarism is okay for our country's president, so it should be okay for university presidents too.
If everything presidents do is OK for everyone, the country would fall apart... Even more than it already has.
It's not okay for presidents, either.
Clearly rampant plagiarism was no bar to him sitting in the Senate for decades, why should that change just because he's moved his office a couple of miles across town?
DEI, "Didn't Earn It"
Data imputation isn't necessarily just making stuff up. For example, if you recruited 50 people into a trial testing a new drug, but by the end 15 had dropped out for some reason, you might quite reasonably say your sample size was now only 35 and conduct analysis only on that (a complete case analysis). However those who went missing might not look exactly like those who stayed in - that is, their absence has now **biased** your sample. Data imputation allows you to explore the implications of this. You can use the scores you did collect in your partial samples to generate a few statistical guesses as to what sort of scores you might reasonably expect those now missing people to have returned had they stayed in. You can create a few different scenarios here (SPSS defaults to generating 5 imputed datasets with different values in the missing cells) and compare them to your complete case analysis. If there's a big difference between your real and "made up" datasets, you know your sample is potentially very subject to bias caused by your missing values.
All that said, treating imputed data as if it's real data is definitely very suss and I have seen that done...
Yep. I'm shocked at how many medical research studies I've seen where the completer analysis *supported* the null hypothesis (not just a lack of statistical significance due to being underpowered), but the ITT analysis shows a big effect and very low p value. Like, the imputed numbers were what made it a positive result.
I wish there was a way to broadcast this video in its entirety to all of America.
Great video. Honest and straight to the point. The basic test that could be applying to all of these examples is to watch how sensitive your finding is to the number you invent. You can't just guess and then wipe your brow that you didn't null your hypothesis.
Getting published is the ONLY thing that matters...the truth is so damned annoying
Vote for more Aaron Brown.
Great analysis. Sad truth.
We choose truth over facts!
Yes, THANK YOU!
For this clear, simple & concise explanation of one of factors eroding the value, usefulness & accuracy of scientific research publications, as well as the reputation and public trust in science in general.
It's much easier and common to produce "research" that's garbage in the soft sciences than it is in the hard sciences. You will see that type of thing far more often in psychology, sociology, political science, etc. It gets far worse in topics like gender studies and such. On the hard sciences, that's why one waits for studies to be reproduced before getting too excited about any single study.
Yes. The 'studies' fields are largely derivative. Political science, economics and psychology are more serious than sociology, which is ground zero for ideology masking as science and sloppy empirical research.
@@InfrequentObserver Well said.
Right on. Thanks for sharing.
Garbage in, garbage out.
If you are a very small group of the richest, most powerful power you BUY everything that will help you get your way - this is how science became 'the science'.
A lot of these academics use these techniques when studying climate too...
If we don't hold the President of Harvard accountable? I guess it's ok for students to plagiarise too?
Oh no! Harvard students will be kicked out instantly. But Harvard do not screen their professors for plagiarism. Ex-President Claudine Gay is still a Harvard social science professor with a hefty six-digits salary. And she is not the only one. Academic rules are only selectively applied to Harvard faculties.
This report was amazing. More people should know about this problem in academia. There are a lot of problems with commercial data sources as well.
Harvard has lost all credibility