Showing posts with label Diederik Stapel. Show all posts
Showing posts with label Diederik Stapel. Show all posts

December 5, 2011

Fraud in the ivory tower (and a big one too)

The fraud of Diederik Stapel – professor of social psychology at Tilburg University in the Netherlands – was enormous. His list of publications was truly impressive, both in terms of the content of the articles as well as its sheer number and the prestige of the journals in which it was published: dozens of articles in all the top psychology journals in academia with a number of them in famous general science outlets such as Science. His seemingly careful research was very thorough in terms of its research design, and was thought to reveal many intriguing insights about fundamental human nature. The problem was, he had made it all up…
For years – so we know now – Diederik Stapel made up all his data. He would carefully reiterature, design all the studies (with his various co-authors), set up the experiments, print out all the questionnaires, and then, instead of actually doing the experiments and distributing the questionnaires, made it all up. Just like that.
He finally got caught because, eventually, he did not even bother anymore to really make up newly faked data. He used the same (fake) numbers for different experiments, gave those to his various PhD students to analyze, who then in disbelief slaving away in their adjacent cubicles discovered that their very different experiments led to exactly the same statistical values (a near impossibility). When they compared their databases, there was substantial overlap. There was no denying it any longer; Diederik Stapel, was making it up; he was immediately fired by the university, admitted to his lengthy fraud, and handed back his PhD degree.
In an open letter, sent to Dutch newspapers to try to explain his actions, he cited the huge pressures to come up with interesting findings that he had been under, in the publish or perish culture that exist in the academic world, which he had been unable to resist, and which led him to his extreme actions.
There are various things I find truly remarkable and puzzling about the case of Diederik Stapel.
  • The first one is the sheer scale and (eventually) outright clumsiness of his fraud. It also makes me realize that there must be dozens, maybe hundreds of others just like him. They just do it a little bit less, less extreme, and are probably a bit more sophisticated about it, but they’re subject to the exact same pressures and temptations as Diederik Stapel. Surely others give in to them as well. He got caught because he was flying so high, he did it so much, and so clumsily. But I am guessing that for every fraud that gets caught, due to hubris, there are at least ten other ones that don’t.
  • The second one is that he did it at all. Of course because it is fraud, unethical, and unacceptable, but also because it sort of seems he did not really need it. You have to realize that “getting the data” is just a very small proportion of all the skills and capabilities one needs to get published. You have to really know and understand the literature; you have to be able to carefully design an experiment, ruling out any potential statistical biases, alternative explanations, and other pitfalls; you have to be able to write it up so that it catches people’s interest and imagination; and you have to be able to see the article through the various reviewers and steps in the publication process that every prestigious academic journal operates. Those are substantial and difficult skills; all of which Diederik Stapel possessed. All he did is make up the data; something which is just a small proportion of the total set of skills required, and something that he could have easily outsourced to one of his many PhD students. Sure, you then would not have had the guarantee that the experiment would come out the way you wanted them, but who knows, they could.
  • That’s what I find puzzling as well; that at no point he seems to have become curious whether his experiments might actually work without him making it all up. They were interesting experiments; wouldn’t you at some point be tempted to see whether they might work…?
  • Truly amazing I also find the fact that he never stopped. It seems he has much in common with Bernard Madoff and his Ponzi Scheme, or the notorious traders in investments banks such as 827 million Nick Leeson, who brought down Barings Bank with his massive fraudulent trades, Societe Generale’s 4.9 billion Jerome Kerviel, and UBS’s 2.3 billion Kweku Adoboli. The difference: Stapel could have stopped. For people like Madoff or the rogue traders, there was no way back; once they had started the fraud there was no stopping it. But Stapel could have stopped at any point. Surely at some point he must have at least considered this? I guess he was addicted; addicted to the status and aura of continued success.
  • Finally, what I find truly amazing is that he was teaching the Ethics course at Tilburg University. You just don’t make that one up; that’s Dutch irony at its best.

November 3, 2011

The Fraud Who Fooled (Almost) Everyone - THE CHRONICLE of HIGHER EDUCATION

It’s now known that Diederik Stapel, the Dutch social psychologist who was suspended by Tilburg University in September, faked dozens of studies and managed not to get caught for years despite his outrageous fabrications. But how, exactly, did he do it?
That question won’t be fully answered for a while—the investigation into the vast fraud is continuing. But a just-released English version of Tilburg’s interim report on Stapel’s deception begins to fill in some of the details of how he manipulated those who worked with him.
This was, according to the report, his modus operandi:
  • Pretending to help fellow researchers
Stapel would chat with colleagues about what they were working on. Nothing unusual there. But then, as luck would have it, he would reveal that he had an old data set that he’d never gotten around to using that “matched the colleague’s needs perfectly.” He turned that data set over, the paper was published, and Stapel was listed as a co-author. None of those colleagues, according to the report, knew that the data were made up.
  • Making it seem plausible
Stapel was savvy enough to create convincing cover stories. The fictitious research he was doing would take “many weeks, or even months” to finish. When asked why other researchers couldn’t contact the high schools where he was conducting some of his research, Stapel explained that it was to “prevent the schools being overrun with similar requests, which would hamper [his] access to them.”
  • Mixing fact and fiction
While apparently Stapel could be “vague” at times about how his research was conducted, he threw in just enough actual details to create some verisimilitude. For instance, details about the curriculum and location of a particular high school were true, though the studies were never conducted and the research assistants who helped him were imaginary.
  • Intimidation
The report describes Stapel as charismatic and well respected. His research papers—like the one about how meat-eaters are supposedly selfish—made a splash with the news media. His success seemed to insulate him from criticism. When a young researcher asked for access to raw data, Stapel accused the researcher of “calling his capacities and experience as a renowned professor into question.” He also made those around him feel lucky to be working with him and bragged about his data. “Be aware that you have gold in your hands,” he told one researcher.
  • Controlling the data
This is probably the most important part of Stapel’s deception. He and he alone was in charge of his data. Others were not allowed access to it. He handled the processing and coding of the data. Graduate students who worked with him were told that “they could make better use of their time for the real scientific work (analyzing and writing).” Likewise, when working with more-senior researchers, Stapel “took personal charge of the ‘data collection’ and provided the outcomes, but not the raw data.” According to the report, “probing questions were usually cut short with an appeal to the trust that Mr. Stapel was entitled to.”
But he didn’t successfully bluff everybody. Three young researchers blew the whistle on Stapel in August, bringing their concerns to the head of the department. In addition, three other young researchers “had previously raised the alarm.” Two professors had suspicions but apparently didn’t come forward. From the report: “The committee concludes that the six young whistle-blowers showed more courage, vigilance, and inquisitiveness than incumbent full professors. ”
While it is becoming clearer how Stapel committed his fraud, the larger question is why. In separate statements, he explained that “I was not able to withstand the pressure to score points, to publish, to always have to be better,” and that he felt “a sense of dismay and shame” but that he was “sincerely committed to the field of social psychology, young researchers, and other colleagues.”
Apparently, he saw no contradiction between that commitment and systematically manufacturing results for years, harming his graduate students and co-authors along the way, and staring down anyone who would dare question him.

November 1, 2011

Diederik Stapel: The Lying Dutchman - The Washington Post

Big science news today out of the Netherlands: A top social scientist, Diederik Stapel, of Tilburg University, has been suspended after an investigation showed that he’s been fabricating his data for years. This may seem far away and esoteric in the extreme, but there’s collateral damage here in DC, home base of the AAAS journal Science, which published one of Diederik Stapel’s papers in April.

That paper, “Coping With Chaos: How Disordered Contexts Promote Stereotypying and Discrimination,” claimed that people were more likely to be prejudicial toward others when in the presence of litter, a broken sidewalk, an abandoned bicycle, etc.

The problem is, there may not have been any experiment upon which this conclusion was based. Stapel apparently invented his raw data and then handed it to his graduate students to intepret. Read the story at Science Insider:

“The panel reported that he would discuss in detail experimental designs, including drafting questionnaires, and would then claim to conduct the experiments at high schools and universities with which he had special arrangements. The experiments, however, never took place, the universities concluded. Stapel made up the data sets, which he then gave the student or collaborator for analysis, investigators allege. In other instances, the report says, he told colleagues that he had an old data set lying around that he hadn’t yet had a chance to analyze. When Stapel did conduct actual experiments, the committee found evidence that he manipulated the results.

“Many of Stapel’s students graduated without having ever run an experiment, the report says. Stapel told them that their time was better spent analyzing data and writing. The commission writes that Stapel was ’lord of the data’ in his collaborations. It says colleagues or students who asked to see raw data were given excuses or even threatened and insulted.”

It’s not known yet if the Science paper in April was one of the ones with fabricated data, but Science spokeswoman Kathy Wren said this afternoon, “It seems highly likely that this Science paper is involved.” She said the Dutch investigators alerted the journal in September that the April paper might be tainted.

The journal’s editor-in-chief, Bruce Alberts, issued a brief statement today, called an “Editorial Expression of Concern,” in which he noted the findings released Monday by the Dutch investigators. He said the report “indicates that the extent of the fraud by Stapel is substantial.”

His students were victims, too — and ultimately realized that they were being taken for a ride. According to Science Insider, 14 of 21 of the theses published by Stapel’s students were affected by the tainted data.

Should the journal Science have known that this was a bogus paper? There’s a peer review process, but it’s one that isn’t designed to detect outright, bald-faced fraud.

Wren said today, “Science is not an investigative body, and so if a scientist is intentionally trying to deceive, the peer review system is not really set up to investigate that sort of thing.”

[Good report here by Ewen Callaway of Nature, republished by Scientific American’s website. Describes Stapel as a wunderkind. The investigative report has a statement from Stapel: “I have made mistakes, but I was and am honestly concerned with the field of social psychology. I therefore regret the pain that I have caused others.”]

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