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AFAIK just about all sex difference correlate with gender equality, including obviously-societal ones such as gender differences in names:
https://twitter.com/DegenRolf/status/1432940616653152259
(And of course it's been shown to apply to e.g. gender stereotypes too, though that could very well be due to stereotype accuracy.)
I don't know why they correlate like this, but I feel like this gives you something equivalent to the phenotypic null hypothesis for the gender equality paradox: if the paradox applies to some variable X, and X is causally upstream of some variable Y, then a priori you'd expect the paradox in X to create a paradox in Y.
The thing is, as kids, boys will look at what men do and mimic that, whereas girls will look at what women do and mimic that. I don't know whether it is the sex difference in programming etc. that is biological, or if it is the sex difference in mimicry that is biological. I wouldn't expect it to be both, because what would that lead to if you took all the world's female programmers and male elementary school teachers and had them create a society where they raised a generation of ordinary children? Would the boys in this society do programming (and thus be mimicking women), or mimic men (and thus do teaching)?
Since I don't know the answer to this question, I can't tell if the sex difference in programming is innate or not.
"Just about all sex difference correlate with gender equality"
I don't think that's close to right -- it's much too strong, but I admit I haven't seen a lot of data. What I have seen is consistent differences across multiple cultures:
Men and things, women and people: a meta-analysis of sex differences in interests
Why can't a man be more like a woman? Sex differences in Big Five personality traits across 55 cultures.
The Distance Between Mars and Venus: Measuring Global Sex Differences in Personality
Note that the differences tend to be actually larger than many of these suggest at first glance, as there tend to multiple, at-least-partially-independent, so if you take multiple traits at once, the means move further apart.
Scott also has a great discussion on it in Contra Grant on Exaggerated Differences
Idk, I might be wrong, it's just the impression I've gotten from scrolling through twitter and seeing lots of random variables being linked to gender equality. Sex differences in waist-to-hip ratio, in values, strength of gender stereotypes (yes really, more gender-equal countries have stronger gender stereotypes), stuff like that. Maybe there are other variables where this pattern doesn't hold, but I would want to see the oddities explained before I grant this type of argument.
I would like to see more measurement invariance studies done of vocational interests. I downloaded a dataset of vocational interests from the Eugene-Springfield Community Sample, and the MI looked kind of problematic there. But I didn't really like ORVIS, and I didn't investigate the MI very thoroughly, so I'm not sure.
If sex differences in interests are not MI, then that raises questions about the reasonableness of summarizing them using variables that are supposed to be valid within the sexes too. In particular it may be indicative that the self-socialization hypothesis is true, because the self-socialization hypothesis proposes a different mechanism for between-sex variation in interests compared to within-sex variation in interests.
I tried to search for other MI studies, and I found some that were kind of opaque. I need to spend more time on this at some point.
Personality potentially makes a good example for the phenotypic null hypothesis as applied to sex differences.
There's an absolutely humongous sex difference in strength and general physical formidability. Thus, if there's even a slight within-sex effect of physical formidability on anxiety - such as feeling anxious and fearful about being around big dangerous men - then this effect would generate a substantial sex difference in anxiety. Is that a biological sex difference in anxiety? Yes, in a sense. But is it in contradiction with blank slatist worldviews? No, not really.
This is a testable question. Currently, typical personality tests ask about anxiety in the abstract, e.g. with questions such as "I worry about things". (See for instance N1 in IPIP-NEO.) However there is no reason you cannot ask about more concrete things, such as "I am afraid of drunks in public", "I get anxious when having to talk on the telephone", etc.. recently asked a bunch of people what things they were anxious about, and used this information to construct a set of 60 items asking about concrete types of anxiety. I then collected data on these items. Unfortunately, since the data was not collected to test a sex difference hypothesis, it's quite noisy and hard to be sure about the sex differences, but e.g. the drunks question was the one with the second-largest sex difference, while the telephone telephone item was an item with a sex difference on the smaller side.
I don't plan to do a proper test of this with anxiety specifically, but I do have plans to do a proper test of it with personality more generally. I have been working on a set of personality items that are far more narrow than what is usually used in personality tests, and I plan to collect a ton of data on those items. They may end up overturning the standard HBD view of sex differences in personality by revealing rich sets of phenotypic null hypothesis and cultural associations.
I don't think the multivariate sex difference thing is nearly as important as people make it out to be, because it relies on an extremely careful alignment of the axes, and that would generally not show up in practice.
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Just for reference, do you have data on sex differences in grip strength not correlating with gender equality?
I realize the correlation is negative and don't see how that's a relevant response to my point about names.
Have code camps actually changed girls' perceptions of whether men or women are more likely to end up as programmers? If not, then even if the mimicry hypothesis is true, you wouldn't expect it to change their behavior, and therefore the failure of the intervention is of no evidentiary value for the validity of the mimicry hypothesis.
?
I don't think I said that failure of environmental interventions is a knock against biological explanations. I just questioned whether the relevant environmental interventions had been tried.
No, but I saw other physical sex differences, I think it was waist-to-hip ratio, which correlated with gender identity. I don't know why they correlate, but y'know, generalized phenotypic null hypothesis. Whatever causes sex difference in WHR to increase could plausibly also cause sex differences in grip strength to increase.
That doesn't seem to explain names?
Brainfart, I meant gender equality.
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