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Culture War Roundup for the week of January 8, 2024

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This type of thinking and rhetoric based on the absence of evidence is never going to convince anyone to change their view (in both directions). But I'm going to argue this onus is on the pro-trans side, not anti-trans, to provide the statistical evidence.

I could just as easily stake the claim that the actual observed evidence is that trans-women have an observed competitive advantage and that no one has ever been able to show a simple t-test that trans-women don't win more often than cis women. Surely one of the 20 million pro-trans pundits would have done a simple t-test on win/loss records showing there is no advantage?

Absent such a test and in the face of all the reasons to expect otherwise, my money is on 'no advantage' until someone shows something more persuasive than an anecdote and intuition.

The default view should not be that there is no advantage or that there is an advantage, if you had absolutely no bias and knowledge of the world around you the default view should be "I don't know." You can't pretend that your view on this topic is entirely based on statistics if you have a default position. Absent any statistical tests, you can't accept or reject the null hypothesis that the two populations are equal.

This brings up a greater point about the formation of knowledge. Is most people's knowledge of the world based entirely on statistical reasoning? No, and I highly doubt yours is either. Statistics can be used to aid in the formation of, support of, or contradiction of an argument. But most people don't have statistical facts or knowledge and yet somehow have opinions and an understanding of the world around them. Most knowledge is built intuitively and empirically through personal experiences. If your goal is to convince people of your perspective you cannot simply point out they haven't provided "any" statistical evidence and then fail to provide any of your own.

So what should be the default position on the advantage of trans-women over cis women? I said earlier it would be that "we don't know" if we have no knowledge of the world, but the fact is people have intuitive knowledge about the world. Thus the default view is that trans-women do have an advantage over cis women. The topic in the trans issue in women's sports is whether trans-women should be allowed to compete in women's sports, and the default position for a reasonable person is that trans-women have an advantage, and this is the majority view.

In 2023 a Gallup poll found 69% of Americans already oppose allowing transgender athletes in sports, up from 61% just 2 years ago. You are not going to convince most, if not any, of these people to support the inclusion of transwomen in women's sports by saying they haven't provided you with some evidence. Some sports organizations have created very specific criteria to allow trans-women to compete, but with the way the trends are going people are eventually going to create their divisions/competitions where only biological women are allowed to compete. Athletics is an area of human endeavor that can only exist due to public support, and if the people don't want trans-women in women's sports then they shouldn't be allowed in women's sports. Given the trends in public support and the fact that female athletes are now refusing to participate in competitions against trans-women athletes, I'd say it really should be the pro-trans side to provide the evidence to convince people to the other side, not the other way around.

By the way, why haven't there been any t-tests (or any other kind of statistical comparison) done to show any proof in either direction? Here are a few reasons:

  1. There are very few stats on Trans Athletes because there are so few of them. One estimate puts them at most a hundred in the NCAA. That means less than 10 on average per sport, which is an extremely small sample size.
  2. T-test would not be valid because it fails several requirements to do a valid t-test: data is not independent (as trans-women athletes' win rates are affected by win-rates of cis-women athletes) and you can't assume the data of win rates for trans athletes is normally distributed due to the independence factor.
  3. Can the average layperson even get the data to be able to do a statistical analysis? You make it sound so easy to be able to do this statistical test yet it isn't easy at all since the data is not easily available, which is why you haven't seen either side produce this "simple" test.

Also, your reasoning is flawed. From your initial premise:

Take the population distribution of males and the population distribution of females, you'll see the mean for males is higher wrt most types of athletic performance. Ok.

Win rates for male athletes is the same as win rates for female athletes because they compete in separate distinct categories. There are not enough male-female cross-competitions to do a statistically valid comparison of win rates where the genders face each other. The only types of sports where you can do a comparison are competitions where you compete based on some kind of recorded value (such as finish times in racing or swimming, weights lifted in weightlifting, etc). These are competitions where physical advantages directly translate to victories because those competitions are about the factors that have measured physical advantages.

When it comes to the physical advantages of trans-women to cis-women, there are so many different studies showing all the different advantages trans-women retain even many years into their transition. I'm going to link to this article by a rugby coach with a master's in sports and exercise science which I think does an excellent job at compiling the scientific literature on strength differences between men and women and between trans-women and women. He also provides some interesting points to consider beyond the physical differences.

To summarize some of his points:

  1. Strength differences are seen even amongst 6-year-old boys to 6-year-old girls - which should stand as an example that can be used against the argument that transwomen who transition before puberty have no advantage.
  2. Testosterone is linked to physical advantages on bone density, muscle mass, muscle growth, height, aerobic capabilities, heart size and rate, and hemoglobin concentrations which impact the ability to transfer oxygen throughout the body. The transition to a woman does not offset many of these advantages after several years - check the source for specific examples.
  3. He acknowledges that advantages don't mean trans-women will win all medals, as there are other factors to consider. You might be able to set a cap on testosterones, but biological women are not allowed to take hormonal supplements to reach that cap. They don't have the advantages conferred to trans-women who have gone through a male's puberty.
  4. Amateur sports are also impacted by trans-women competing in women's spaces. He argues trans-women may have an even higher advantage in the amateur space allowing them to compete at a higher level than they could've have if they were male. This can create a butterfly effect to allow them to win on smaller and local levels, which causes them to be scouted out instead of a biological female.

Is the most extreme outlier for the trans-women population higher than the most extreme outlier for the female population?

There are literally examples of trans-women completely blowing out female records in the competitive sports I brought up earlier. Lia Thomas broke female swimming records. [Laurel Hubbard's] previous records before transitioning in 1998 were a 135 kg snatch and 170 kg clean & jerk, for a total of 300 kg. 21 years later in 2019, she has hit a 131 kg snatch, and 154 kg clean & jerk in competition for a total of 285 kg. That is a 5% decline in performance. When there is a 30% strength difference between males and females in Olympic weightlifting, that doesn’t bring her much closer." Also Laurel Hubbard is more than twice the age of her competitors and has won gold medals in several competitions despite these differences. The only reason we don't see complete blowouts in every single competition is due to these organizations trying to restrict entry for the competition to some testosterone threshold or some other metric.

We should also be asking, would these trans-women have had anywhere near the level of success they had if they hadn't transitioned? Would they be able to achieve the same win rates, medals, scholarships, accolades, etc as a man? The answer is clearly no, with trans-women showing increases in their relative rankings after transitioning. This seems to suggest an unfair advantage to trans-women athletes.

Trans athletics in women's sports is an absurd concept anyway. Athletes should compete and strive to be the best in a field competition where the rules apply equally to all participants. These sports organizations can keep trying to come up with whatever arbitrary criteria to try to limit or even out the playing field for an extremely tiny slice of the population (whether it's at least X years of HRT therapy, or testosterone levels in the blood or some other measure or mixture of measurements) but what this does is highlight the difference between cis-women and trans-women. In the event they apply restrictions such as testosterone levels in blood evenly, now they may discriminate against actual cis-women and are barr the cis-women who may potentially be the best in the world. This happened in track-and-field, where Caster Semenya, a biological female with naturally high testosterone, is no longer allowed to compete unless she somehow brings her testosterone levels down. Congratulations, these organizations have now barred actual biological women from competing in the name of fairness, and the competition is entirely worse as a result. Edit: @Tanista pointed out Semenya is likely intersex so I have removed this example from my argument since intersex is another topic of discussion entirely. There are examples of other genetic anomalies such as Congenital Adrenal Hyperplasia that impact XX chromosome individuals which result in higher testosterone levels, so I think my general point about changing the competition criteria to something beyond if someone is a woman stands. Which begs the question, what is a woman? You can come up with measurements of tens or hundreds of different factors and try to restrict the subset of trans athletes that are allowed to compete against women to create a measurement such that the trans athletes are winning at the same rate as the women but will the end result even be a valid competition that people will care about and support?

At this point, the criteria for participation in women's sports is no longer whether the participant is a woman or not. I doubt these organizations wouldn't let a cis-man who met the arbitrary requirements for trans-athletes compete. Female sports is a discriminatory competition. You don't allow cis-men to compete in women's sports even with a self-imposed handicap because men are not women. So this argument really should boil down to are trans-women actually women and that is a debate that is still ongoing. I believe the whole conversation about trans-women in women's sports has been a huge negative to the movement in support of rights for trans people, and if you wanted to strategically raise public support for trans people, you would concede this point and argue for trans people on other grounds. Since the debate is ongoing, society shouldn't venture into the unknown and allow trans-women into women's sports, they should take the road of precaution and exclude them instead.

By the way, nothing is stopping trans-women from competing in men's sports. I am not particularly saddened if a categorically tiny percentage of the population like trans-women are not allowed to compete in women's sports because they are still allowed to compete in men's sports (as men's sports is just regular sports, it's just that women don't compete in them because they can't win). Trans-women can't win versus cis-men? That's too bad, but it's not like short people are regularly beating tall people in basketball, or people with no legs are winning versus people with legs in a race. Also, disabled people actually do have their own leagues and competitions so if trans people really wanted a fair arena of competition they should just have a trans-people-only competition. The trans athlete population is too small? Disabled people face the same restriction but you don't hear them complaining about the small size and scope of their competition, because they realize and accept they are a separate distinct category from people without disabilities. Similarly, trans women are a categorically different group from women.

Just to re-iterate the issues I have with your line of thinking, I'm going to apply your logic to disabled people to show why that sort of thinking is flawed. Where are the t-tests showing that non-disabled people are advantaged over disabled people? Guess you can't conclude someone with all their limbs would have an advantage over someone missing an arm or a leg without some statistical evidence. Now, this should sound like an absurd conclusion, because intuitively and empirically you know that someone with all their limbs should be advantaged over someone who isn't absent of any statistical backing. If I wanted to convince you that there is no difference, the burden of proof is on me to provide that evidence, not on you to bother with the leg work of gathering data, doing the actual analysis, and then presenting it to me to convince me that I'm wrong.

We have separated competition by gender for a reason. We even see gender separations in things like e-sports (one could argue e-sports does have a physical factor but let's just assume there isn't one for now), chess, and other competitions so the physical/biological differences are not the sole factor of consideration. Whether or not trans-women should compete in women's sports is not just about the physical advantages but also the cultural aspect of allowing trans-women in women's spaces in highly intimate settings such as locker and shower rooms. Other people have addressed this point already so I'm not going to dive deeper on this one.

This happened in track-and-field, where Catser Semenya, a biological female with naturally high testosterone, is no longer allowed to compete unless she somehow brings her testosterone levels down.

Isn't Semenya's specific intersex condition one that only affects males? She would be a case of "treated as a woman but actually male" that all of trans activism hinges on.

You're right, I haven't done my research here properly. I wrongly assumed she was a genetical outlier (which she is, but for different reasons than I thought).

But if Semenya is categorically trans-women then that would serve as a point of example of extreme outliers. Hard to say if Semenya can be considered a trans-women though, it seems intersex is a more appropriate description which is a separate category from trans-women. Goes to show there is some space for nuance outside just the trans-women vs women discussion. Regardless I'm going to remove it from the overall argument since it was built on false premises.

What's interesting is that this fact wasn't mentioned in any article I came across mentioning Semenya and I had to specifically search for it after you pointed this out.

You're right, I haven't done my research here properly.

I thought she was a biological woman too until very recently. It seems to be a widespread - a cynic would say deliberately so* - misconception.

Hard to say if Semenya can be considered a trans-women though, it seems intersex is a more appropriate description which is a separate category from trans-women.

Sure. My point is that Semenya is the closest thing to a case of "we treat them like a woman despite being biologically male" (I think a lot of people might still want to refer to them with "her" despite knowing she has a male DSD) and that's what the entire trans movement hangs on. And why they appropriate intersex people as the thin end of their wedge.

* After all, Semenya has been in a PR and legal battle to compete.

people with no legs are winning versus people with legs in a race

I know this isn't actually the point you're making, but funnily enough the world record for completing a marathon in a wheelchair is more than forty minutes faster than completing it on foot. The ability to passively gain momentum by rolling down slopes rather than running makes a big difference.

That is interesting, probably wasn't the best example I could've used then. Actually, I do remember reading an article or watching a video about how athletes with prosthetic legs can have an advantage over regular runners due to the design of the prosthetic leg reducing the amount of physical effort to move a certain distance and increasing the rebound from the springiness on the leg portion. My post was getting a bit long by this point though and this is beside the point so I just left it out.

If it was an uphill race they would be very likely to lose though.