“The Truth Wears Off: Is There Something Wrong With the Scientific Method?”, 2010-12-13 (; backlinks):
…But the data presented at the Brussels meeting made it clear that something strange was happening: the therapeutic power of the drugs appeared to be steadily waning. A recent study showed an effect that was less than half of that documented in the first trials, in the early 1990s. Many researchers began to argue that the expensive pharmaceuticals weren’t any better than first-generation antipsychotics, which have been in use since the 1950s. “In fact, sometimes they now look even worse”, John Davis, a professor of psychiatry at the University of Illinois at Chicago, told me.
…[Psychology professor] Schooler tried to put the problem out of his mind; his colleagues assured him that such things happened all the time. Over the next few years, he found new research questions, got married and had kids. But his verbal overshadowing replication problem kept on getting worse. His first attempt at replicating the 1990 study, in 1995, resulted in an effect that was 30% smaller. The next year, the size of the effect shrank another 30%. When other labs repeated Schooler’s experiments, they got a similar spread of data, with a distinct downward trend. “This was profoundly frustrating”, he says. “It was as if nature gave me this great result and then tried to take it back.” In private, Schooler began referring to the problem as “cosmic habituation”, by analogy to the decrease in response that occurs when individuals habituate to particular stimuli. “Habituation is why you don’t notice the stuff that’s always there”, Schooler says. “It’s an inevitable process of adjustment, a ratcheting down of excitement. I started joking that it was like the cosmos was habituating to my ideas. I took it very personally.”
…The craziness of the hypothesis was the point: Schooler knows that precognition lacks a scientific explanation. But he wasn’t testing extrasensory powers; he was testing the decline effect. “At first, the data looked amazing, just as we’d expected”, Schooler says. “I couldn’t believe the amount of precognition we were finding. But then, as we kept on running subjects, the effect size”—a standard statistical measure—“kept on getting smaller and smaller.” The scientists eventually tested more than 2000 undergraduates. “In the end, our results looked just like Rhine’s”, Schooler said. “We found this strong paranormal effect, but it disappeared on us.”
…Then the theory of fluctuating asymmetry started to fall apart. In 1994, there were 14 published tests of symmetry and sexual selection, and only 8 found a correlation. In 1995, there were 8 papers on the subject, and only 4 got a positive result. By 1998, when there were 12 additional investigations of fluctuating asymmetry, only a third of them confirmed the theory. Worse still, even the studies that yielded some positive result showed a steadily declining effect size. 1992–5199727ya, the average effect size shrank by 80%.
And it’s not just fluctuating asymmetry. In 2001, Michael Jennions, a biologist at the Australian National University, set out to analyze “temporal trends” across a wide range of subjects in ecology and evolutionary biology. He looked at hundreds of papers and 44 meta-analyses (that is, statistical syntheses of related studies), and discovered a consistent decline effect over time, as many of the theories seemed to fade into irrelevance. In fact, even when numerous variables were controlled for—Jennions knew, for instance, that the same author might publish several critical papers, which could distort his analysis—there was still a substantial decrease in the validity of the hypothesis, often within a year of publication. Jennions admits that his findings are troubling, but expresses a reluctance to talk about them publicly.
…In recent years, publication bias has mostly been seen as a problem for clinical trials, since pharmaceutical companies are less interested in publishing results that aren’t favorable. But it’s becoming increasingly clear that publication bias also produces major distortions in fields without large corporate incentives, such as psychology and ecology.
…Between 1966 and 1995, there were 47 studies of acupuncture in China, Taiwan, and Japan, and every single trial concluded that acupuncture was an effective treatment. During the same period, there were 94 clinical trials of acupuncture in the United States, Sweden, and the U.K., and only 56% of these studies found any therapeutic benefits.