“No Evidence Against the Greater Male Variability Hypothesis: A Commentary on Et Al 2021’s Meta-Analysis of Animal Personality”, 2022-01-15 ():
et al 2021 set out to test the greater male variability hypothesis with respect to personality in non-human animals. Based on the non-statistically-significant results of their meta-analysis, they concluded that there is no evidence to support the hypothesis, and that biological explanations for greater male variability in human psychological traits should be called into question.
Here, we show that these conclusions are unwarranted. Specifically:
in mammals, birds, and reptiles/amphibians, the magnitude of the sex differences in variability found in the meta-analysis is entirely in line with previous findings from both humans and non-human animals;
the generalized lack of statistical-significance does not imply that effect sizes were too small to be considered meaningful, as the study was severely underpowered to detect effect sizes in the plausible range;
the results of the meta-analysis can be expected to underestimate the true magnitude of sex differences in the variability of personality, because the behavioral measures employed in most of the original studies contain large amounts of measurement error; and
variability effect sizes based on personality scores, latencies, and proportions suffer from lack of statistical validity, adding even more noise to the meta-analysis.
In total, et al 2021’s study does nothing to disprove the greater male variability hypothesis in mammals, let alone in humans. To the extent that they are valid, the data remain compatible with a wide range of plausible scenarios.
See Also:
“Greater variability in chimpanzee (Pan troglodytes) brain structure among males”
“A Mega-Analysis of Personality Prediction: Robustness and Boundary Conditions”
“Small Effects: The Indispensable Foundation for a Cumulative Psychological Science”
“The reality and evolutionary [importance] of human psychological sex differences”