Sunday, September 5, 2021

Recommended: The Social Science Monoculture Doubles Down

Back when I was in graduate school, a very long time ago, I attended a meeting or two of the local university peace group, whose membership was predominantly liberal faculty members. I only attended one or two meeting because, while they were all for world peace and getting everyone to live together in harmony, they were engaged in a bitter battle among themselves as to what to name their group.  I reasoned that if they couldn't keep the peace among themselves on a trivial subject, they were unlikely to do anything effective about peace  in the wider world.

I thought of this again as I read a piece entitled The Social Science Monoculture Doubles Down by Keith Stanovich, a professor emeritus of Applied Psychology at the University of Toronto, who turns out to have authored a number of good books, the latest of which is The Bias That Divides Us: The Science and Politics of MySide Thinking, published this year by MIT Press.

Stanovich's point, discussed in great detail in the article (this is not an easy, quick read), is that social scientists, almost exclusively ultra-liberal academics,  are producing studies that are seriously technically flawed, and heavily biased toward what they want to believe, studies which the media then picks up and trumpets, especially if it fits the stereotypes they believe in.

Doing good science is hard. Nature is subtle, experimenters get their egos wound up into their theories, good experimental design is difficult, and the interpretation of the results is always subject to the experimenter's expectations and biases (and too often, their poor understanding of the limits of statistics). Indeed, several recent studies have found that well over half the studies reported in the literature cannot be replicated, even in the hard sciences. In the social sciences this figure rises to the 70-80% level.*

So under the best of circumstances it is always wise to be skeptical of the result of studies.  This skepticism isn't "science denial". It is, in fact, exactly what good science is supposed to do. It is part of the process that eventually weeds out poor studies or fabricated results or misused statistics. Stanovich's article is a good introduction to how this happens.

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* See, for example The Economics of Reproducibility in Preclinical Research by Freedman, Cockburn and Simcoe, which estimates more than 50% of preclinical studies are not reproduceable. Or the article Estimating the reproducibility of psychological science. Science, Vol 349, Issue 6251 (28 August 2015), which shows overall about two-thirds of psychological studies reported in major psychological journals can’t be replicated.