Why are there so few female Einsteins? Many people share a belief that while women can do science, there are far fewer women than men at the very top of the science hierarchy because women just aren鈥檛 as innately good at science as men. Others feel this view is wrong but cannot easily put their finger on why.
They should be able to now. There are few women at the top of science because there are so few women in science. It鈥檚 simple statistics.
The absence of women at the top in scientific endeavour is real. There is not one woman in 快猫短视频鈥榮 list of scientific heroes for 2008, for example. And in chess, which is arguably as intellectually rigorous, there has never been a female champion, and fewer than 1% of grandmasters are women.
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But chess has something science doesn鈥檛: a clear ranking system based on performance in competitions from school age up. Using the records of the German chess federation, Merim Bilalic of the University of Oxford and colleagues found that statistics can explain the absence of women at the top. 鈥淢ore extreme values are found in larger populations,鈥� she says.
Those rare exceptions
Individuals at the top are, by definition, rare. In two groups with the same average performance and variability, the larger group is simply more likely to have more of these rare individuals, just because it is larger. The greater the difference in group size, the greater the chance the bigger group will have more exceptional individuals.
To test this idea, Bilalic鈥檚 team checked the records of the German chess federation 鈥� in which males outnumbered females 16 to one. They found that the statistical effect of this difference in numbers accounted for 96% of the observed difference in performance between the sexes. 鈥淭here is little left for biological differences to explain,鈥� says Bilalic.
While statistics may explains the absence of females at the top, they don鈥檛 explain why there are fewer females in the first place. If this is due to any innate differences in chess ability between the sexes it would have to influence whether children start to play the game at all, because the dropout rates for girls and boys once they do start are similar.
Many other factors might keep girls from ever getting into chess, such as cultural expectations, the difficulty of breaking into an activity dominated by boys, or just having been told they鈥檙e less good at it. 鈥淏ut you can no longer cite the greater number of men among the most successful people as evidence of innate differences until the effects of participation rates have been allowed for,鈥� says Bilalic.
In short, it鈥檚 hardly surprising that there are so few women Einsteins when there are so few male ones 鈥� and so many more men are trying.
Journal reference: Proceedings of the Royal Society, DOI:10.1098/rspb.2008.1576