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Notes -
Lies, damned lies and the Washington Post
Substituting a common-sense statistical metric for a less obvious and intuitive one is almost always a red flag for deceit and obfuscation
With the introduction of its Notes feature, Substack appears to be making a pivot towards being a
TwitterX competitor, the management perhaps having detected a gap in the market following the Elon Musk takeover. While one can question the wisdom of that decision, I commend them wholeheartedly for differentiating themselves from X in one key respect, namely avoiding the echo chamber dynamics which plague it and essentially every other major social media platform. Given how social media algorithms usually work, one would expect my Notes feed to be a nonstop deluge of gender-critical posts and anti-woke one-liners. On the contrary: in addition to plenty of nature photos and boomer dad jokes, I see the full spectrum of political opinions represented, from beliefs I wholeheartedly endorse to ones I would never consider in a lifetime. This is good, because being exposed to contrary opinions is healthy (“he who knows only his own side of the case knows little of that” and all that), but also because I'm an argumentative, pedantic “to play devil's advocate” type by disposition, and find it hard to resist the opportunity to pull someone up on a weak argument or erroneous factual statement. (In a previous post when I described leftists as “ornery, confrontational types”, I meant it as a sincere compliment. It's possible, even common, to get so good at “reading the room” that you forget how to write.)One such Note shared the graphic below, which claims that there has been a sharp increase in hate crimes targeting the LGBTQ community in schools across the United States, and that states with “anti-LGBTQ” laws have seen larger spikes than states without. The graphic was accompanied by a couple of paragraphs expounding that such an increase was both foreseen and intended by the homophobic, transphobic lawmakers behind the legislation.
https://substackcdn.com/image/fetch/w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2a493866-434c-4ba2-aa31-96aedf51e5a8_598x747.png
The graphic itself is based on an article in the Washington Post from a few weeks ago. It features interviews with LGBTQ teenagers and their parents, describing the bullying and harassment they’ve experienced at their hands of their heteronormative peers, and contrasting these anecdotes with public statements from conservative politicians and lawmakers. The journalists more or less explicitly claim that LGBTQ people living in states with these kinds of legislation are at greater risk of being victimised because of their identity than LGBTQ people living elsewhere in the US.
I have a lot of thoughts on this article. The number of column inches dedicated to implying that Dagny “Nex” Benedict died as a direct result of transphobic bullying is unseemly (even if the article begrudgingly acknowledge that Benedict’s death was ultimately ruled a suicide).1 Some of the laws the journalists characterise as “anti-LGBTQ” are farcical. The most common type are those which “restrict trans student access to sports”, which is just a roundabout way of saying “forbids male students from competing in female sporting events”.2 Given that male athletes competing in female sporting events is manifestly, transparently unfair to anyone with even the most passing familiarity with sexual dimorphism, I support such laws without qualification. Oklahoma passed legislation in 2020 requiring that schools “teach that ‘a person’s sex is an immutable biological trait’ that cannot be changed”: given that this statement is unambigously true, I find the law no more objectionable than bans on public schools teaching creationism or geocentrism. The journalists clearly expect me to be horrified about a Virginia law requiring schools to notify parents whenever the school uses sexually explicit instructional material. Guys, seriously: if you want people to stop throwing the “groomer” accusation around left and right, you’re going to have to meet them halfway.
But my biggest problem with the article is its core thesis, as represented by the graphic above. I’m always deeply suspicious of statistical claims about “fastest growing” or “biggest increase”. Of all commonly quoted statistical observations, it seems like the most susceptible to random noise: if you’re measuring a value that started at a low baseline, some noise within normal variation can be truthfully (but misleadingly) claimed to represent a massive increase when it may be indicative of no such thing.
It also strikes me as a uniquely bad metric for the specific task of comparing which of two regions is the more dangerous. Imagine two neighbouring countries A and B, each with a population of 5 million. Last year, there were 100 murders in Country A and 5 in Country B. This year, there were 110 in Country A and 10 in Country B. It's unambiguously true that Country B’s murder rate increased by 100% year-on-year, while Country A’s “only” increased by 10%. It's also plainly true that you're 11 times more likely to get murdered in Country A than in Country B. If you were planning to book a holiday in either Country A or Country B and you were wondering which was safer, “murders per capita” will tell you far more than “rate of increase of the murder rate year-on-year”: there’s a very good reason that the term “the murder rate” refers to the former metric rather than the latter. In light of the above, if I read an article which tried to make Country B look bad by pointing out that its murder rate had increased by 10 times as much as Country A’s, I’d immediately wonder if the journalist had any undisclosed financial ties to Country A’s tourism board.
My suspicions thus raised, I decided to carry out a deep dive to check how accurate the narrative presented by the journalists was. Conveniently, the journalists based their statistical claims on FBI hate crimes data, which is a publicly available dataset. I downloaded the data and filtered it to only include hate crimes targeting the LGBT community and which occurred in the years 2015-22 (excluding 2020, as the journalists did). I then sorted these hate crimes based on whether they took place in a school or elsewhere, and whether or not they took place in a state with restrictive legislation concerning LGBTQ issues.3 Armed with the necessary data, I was ready to jump in and test the article’s key claims and suggestions.
It will come as no surprise that what I found departs from the narrative presented by the article rather sharply.
Anti-LGBTQ hate crimes in schools
To back up its claims, the article divides the fifty states of the union into those which have restrictive legislation concerning LGBTQ issues and those which don’t, which I shall hereafter refer to as Restrictive States and Non-Restrictive States, respectively. While you could be forgiven for assuming that all the Restrictive States are Republican strongholds (a misconception the journalists do little to discourage), the category includes a number of states with Democratic governors, including North Carolina, Kansas, Kentucky, Minnesota and Arizona, the latter two of which voted for Biden in 2020.
The article then sorts anti-LGBTQ hate crimes in schools (hereafter referred to as School Anti-LGBTQ Hate Crimes or SALHCs) based on whether they took place in Restrictive States or Non-Restrictive States. This is where they derive their headline claim that Restrictive States have seen a larger increase in SALHCs than Non-Restrictive States since 2015
https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7d715b42-3316-4d06-adcd-6392505bcdba_1008x506.png
That specific claim appears to be true. But at a glance, you’ll notice that Restrictive States report significantly fewer SALHCs than Non-Restrictive States in absolute terms, in both 2015-19 and 2021-22. (The authors are honest enough to acknowledge this, with caveats, which we’ll come back to later.)
I presumed that the higher rate in Non-Restrictive States was an artifact of the differing population sizes between the two regions, and that the two regions would have similar rates of SALHCs once you controlled for population; I even thought that Restrictive States might have more SALHCs per capita. But apparently not: according to the 2020 census, the two regions have a conveniently symmetric share of the total US population, with a difference of less than three million people. When taking this into account, not only are there more SALHCs in Non-Restrictive States than Restrictive States in absolute terms, but Non-Restrictive States have significantly more SALHCs per capita as well: 0.052/100k versus 0.037/100k, or about 40% higher in the former than the latter.
https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa74370f6-125d-4a7f-aa4b-8efaed8bb9ee_1762x734.png
But maybe this is a population artifact of a different kind. Intuitively, I would expect that a higher proportion of the population openly identifies as LGBTQ in Non-Restrictive States when compared to Restrictive States. If anti-LGBTQ hate crimes are only reported as such if the victim openly identifies as LGBTQ, it stands to reason that regions with a large LGBTQ population will see higher rates of such hate crimes than regions with a smaller LGBTQ population, all things being equal. The journalists themselves gesture at this interpretation: “In addition, it’s possible more kids are public about their identities in more liberal states, creating more targets for bullies, said Lanae Erickson…”.
To check this, I looked at this report from UCLA’s Williams Institute, which estimates the number of LGBT young adults (aged 13-17) living in each state. This is an imperfect metric, as SALHCs includes anti-LGBTQ hate crimes which were committed in kindergarten all the way up to 12th grade, and therefore most likely includes some number of hate crimes in which the victim was under 13. It’s also likely that that some of the people who were victims of hate crimes in a school were not themselves children or young adults (e.g. an openly gay schoolteacher’s car gets vandalised by homophobic students). The report is also from September 2020, and I imagine the number of young adults openly identifying as LGBT has changed significantly since then. These caveats aside, I think the estimate is good enough for our purposes.
Unfortunately for the journalists, not only do more LGBT young adults reside in Restrictive States than in Non-Restrictive States (a difference of about 50,000 individuals), but Non-Restrictive States still report more SALHCs per capita than Restrictive States. The gap is even wider than in our previous table: 8.866/100k versus 5.969/100k, a difference of 49%.
https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F47fba205-1476-4ead-8175-72729bb4abad_1772x736.png
I really don’t know that I’m saying anything terribly controversial here. Put yourself in the shoes of the parent of an LGBTQ child. Obviously you’re going to be concerned about your child getting bullied in school, and would prefer to send them to a school where they won’t be bullied on account of their sexuality or gender identity (or at all, for that matter). When assessing which school to send your child to, which of these two metrics would be most important to you: the rate of homophobic or transphobic bullying at the school per capita, or how big an increase the school has seen in the rate of homophobic or transphobic bullying over the last few years? I find it hard to imagine any circumstance in which a sensible, caring parent would prefer, all things being equal, to send their child to a school which had a high rate of homophobic bullying over a school which had a dramatically lower rate of homophobic bullying, but which had recently seen a significant increase.
In fairness to the journalists, the article isn’t quite as one-sided as I’m making out, and they were balanced enough to include one interview with a California teenager who’s been bullied because of their gender identity. But there’s something so dishonest about including this anecdote alongside paragraph after paragraph of editorialising about how cruel the legislation is in Virginia, Oklahoma and Mississippi - without even acknowledging that California reports about three times as many SALHCs per capita than Virginia, Oklahoma or Mississippi.
https://substackcdn.com/image/fetch/w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F36d47c09-c935-42db-aa0c-008958cdf75e_1762x637.png
Anti-LGBTQ hate crimes more generally
Zooming out from SALHCs to hate crimes against the LGBTQ community generally is no more favourable to the journalists’ position, and here we veer sharply from the realm of “claims which are technically true, but misleading” to “claims which are outright false”. The journalists write “The FBI data shows serious incidents against LGBTQ+ people are on the rise, particularly in the more than two dozen states that have passed laws targeting LGBTQ+ students or education.” The word “particularly” implies that the states which have enacted legislation saw steeper increases in anti-LGBTQ+ hate crimes than the states which did not. Note that, unlike the section above, this sentence refers to serious incidents against LGBTQ people in general, not just incidents in K-12 schools.
My analysis of the data shows the exact opposite: between 2015-22, states without restrictive anti-LGBTQ laws have seen a steeper increase in anti-LGBTQ hate crimes than states with such legislation. This isn’t just a statistical fudge, this is an unambigous falsehood.
https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9bcd80c5-609d-4acd-9a35-10881f3b0167_1751x672.png
For completeness’s sake, I will also calculate anti-LGBTQ hate crimes per capita in the two regions. In 2021-22, Non-Restrictive States reported more than 4 times as many anti-LGBTQ hate crimes per capita than Restrictive States.
https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F030433e6-4f2d-409d-b8d3-2820db594587_1752x692.png
… and per capita LGBTQ.4
https://substackcdn.com/image/fetch/w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcf6182cd-da63-4885-99c8-63cdc102b574_1757x759.png
To sum up:
When comparing states with legislation governing bathrooms, sports and sex education with states without such legislation:
And what is the reader intended to take away from all of the above? That it’s uniquely difficult to be a young LGBTQ person living in a state with legislation governing bathrooms, sports and sex education.
Conclusion
I feel more than a little resentful for having to go to the trouble of carrying out all this statistical analysis, because I know I’m double-jobbing. I’m extremely confident that the journalists who wrote this story have already carried most or all of the calculations listed above. They pitched this great story to their editor about a surge in hate crimes targeting LGBTQ people following the passing of anti-trans legislation. They went into this dataset with high hopes, confident that it would back up their thesis, plain as day. Then they dug into it and found, to their horror, that the data painted precisely the opposite story. I can almost see their brows furrowing in confusion and panic as they go down their wishlist of statistical metrics in order of preference, discovering that none of them paint the desired picture. Hate crimes more common in Restrictive States - nope. Hate crimes in schools more common in Restrictive States - nope. Hate crimes rising faster in Restrictive States - nope.
But they can’t just kill the story, not when they’ve already written hundreds of words and secured interviews with an impressive collection of intelligent, articulate teenagers. Without hard data to back up the testimony of the interviewees, the story is relegated to mere anecdote - it’s not serious political journalism, it’s just a culture piece, a human interest story. So instead, they spent ages digging through this dataset, twisting it, contorting it, pleading with it to give them any relevant-ish metric which would back up their narrative. And this was the best metric they could find. Stories like this don’t exist because of honest mistakes: they only come into being through deceit and manipulation.
As I mentioned above, the journalists were honest enough to acknowledge that anti-LGBTQ hate crimes in schools are more common in Non-Restrictive States than Restrictive States, in absolute terms. They’re quick to explain away this inconvenient finding by claiming that it’s a reporting artifact. Hate crimes targeting LGBTQ people are more common in Restrictive States, they argue, but are more likely to go unreported because of a culture of silence, whereas LGBTQ people who’ve been victimised because of their identity in Non-Restrictive States are more likely to report it to the relevant authorities.
I’m sure this is a contributing factor to the differing rates of hate crimes reported in the two regions (although I very much doubt it’s sufficient to explain the disparity on its own). At the same time - come on. Does anyone really doubt that if the data had told the story that the journalists wanted it to tell - that anti-LGBTQ hate crimes are more common in Restrictive States than Non-Restrictive States - they wouldn’t be shouting that from the rooftops? No way in hell would they be claiming that a higher rate of reported hate crimes in a region is good, actually, if the shoe had been on the other foot. But the data didn’t give them the answer they wanted, so they’re forced to play this tiresome game of “Anti-LGBTQ hate crimes are higher in blue states than in red states - and that’s a good thing.”
Why does this article exist? Personally, I very much doubt that any would-be criminal hears a story on the radio about his state congress banning male students from competing in female sporting events, and immediately thinks to himself “Boy howdy, time to beat up some queers!” I doubt that even the journalists really think that any kind of causal relationship exists between legislation like this and the incidence of anti-LGBTQ hate crimes, so why use such a weak argument when the data don’t support your conclusions? I suspect that they’re practising what Scott Alexander calls fake consequentialism. The journalists obviously think that trans girls should be allowed to compete in female sporting events, but this is a very difficult policy to defend: doing so requires one to deny the very concept of sexual dimorphism and differences in strength and speed between males and females (something which is obvious to toddlers) - the denial of which makes you look like a crazy person. Instead, rather than getting into a debate over whether males competing in female sporting events is fair (which they’re sure to lose, because it isn’t), they shift the conversation to the consequentialist claim that banning male students from competing in female sporting events causes a spike in hate crimes against the LGBTQ community. But as I hope I’ve made abundantly clear, even this argument doesn’t check out.
Maybe I’m mind-reading, maybe this isn’t what the journalists are doing at all. But regardless of their motivations, they made at least one provably false assertion and a batch of true-but-misleading ones. This article is an insult to their readers’ intelligence, it’s bad, and they should feel bad.
1 A police officer interviewed Benedict in the hospital after the bathroom fight which was initially cited (erroneously) as the cause of death. The bodycam footage reveals that a) Benedict admits to having started the fight; b) Benedict freely responds to the name “Dagny” and seems entirely at ease being referred to with female pronouns; and c) Benedict never requests to be addressed as “Nex”, or referred to with gender-neutral pronouns. This bodycam footage was released several weeks prior to the Post’s article, making the journalists’ decision to use Benedict’s death as an example of the harms wrought by transphobic bullying all the more distasteful (particularly given that certain journalists working for the Post almost certainly knew that Benedict’s father is currently serving time for repeatedly raping her as a prepubescent child).
2 The journalists know full well that their readers will hear about laws which “restrict trans student access to sports” and will think “oh my god, trans high schoolers in Mississippi are actually banned from playing sports!” as opposed to “male students in Mississippi may not compete in female sporting events, regardless of how they identify”. No matter how many times I encounter “respectable” journalists brazenly attempting to hoodwink their readers like this, I never feel any less insulted or disgusted. Truly, have they no shame?
3 To ensure I was looking at the same basic dataset as that on which the journalist based their findings, I performed a quick sense-check by comparing the total number of anti-LGBTQ hate crimes which were committed in schools according to my dataset and according to the figure cited in the article: the two figures were almost identical. Why “almost”? Well, the Post article asserts that 251 anti-LGBTQ hate crimes were committed in schools or colleges in 2022. According to my dataset, the figure was 245. I don’t think the discrepancy is an error on the part of the journalists, and assume the figure of 251 was accurate at the time of writing. I think what happened is that the FBI’s database is constantly being updated, and some crimes are either removed from the dataset (e.g. the victim withdraws their complaint) or reclassified as something other than a hate crime (e.g. further investigation determines that the perpetrator of the crime was not motivated by homophobia). In other cases the figure in my dataset matches the figure cited in the article exactly e.g. I found 114 anti-LGBTQ hate crimes were committed in schools or colleges in 2018, just as the journalists did.
4 The figures in the third column are the sum of the number of LGBT young adults (aged 13-17) in each state, and the number of LGBT adults in each state. The latter figures are drawn from a separate report by the Williams Institute, which was published in December 2023 and is hence likely more up-to-date than their report on LGBT young adults. This report contained some surprising findings, particularly that, as a share of the population, more adults in the South identify as LGBT than in any other region of the US. Not surprisingly, California has the largest adult LGBT population of any state, so we don’t need to retire those jokes about San Francisco just yet.
'Given that african savages are manifestly, transparently incapable of civilization and self-rule, it's dishonest to say that enslaving them is a racist policy'.
Yeah these are anti-LGBT laws dawg. You can claim that they are anti-lgbt and justified, if that's the hill you want to die on. But writing a law with the sole purpose of restricting a right from a specific group is 'manifestly' anti-that-group.
I think there are plenty of people who are ore likely to commit a crime if they think they can get away with it; if that weren't true, there would be little purpose for having laws and law enforcement in the first place.
And while I suspect it's just true that police in those state are actually less likely to punish you - or will punish you less harshly - for that type of crime, I'm confident that a good portion of the people who want to commit those crimes will hear about their local government passing anti-lgbt laws and take that as a sign that the law is on their side and will treat them kindly if they go ahead.
TIL that it is a right for a boy to compete against girls. Just like the right to life.
Let's take the case of Andraya Yearwood, one of the trans athletes whose rights you are so vigorously defending. After getting into college due to the publicity around being a trans female runner in high school, Andraya promptly gave up sports. So no Olympic future there! To be fair to Yearwood, they seem to be genuinely trans*, but it's also pretty clear that taking the easier option of beating the girls and thus getting the victories to plump up the college application was part of it. Did Yearwood take a place away from a cis female runner who would have gone on to compete in the Olympics? I have no idea, but I don't think this can be ruled out, either.
*Now identifying as an Igbo-American Trans Womanist involved in LGBT+ activism.
If you want to play weird semantic games about the word 'right', replace it with 'liberty' and the sentence still works fine.
And, oh no, one trans woman won a competition one time. Since no cis woman has ever won any competition, obviously this represents the existence of a categorical advantage.
Statistical analysis or bust, as per usual.
Friend, the transwoman who won the competition was doing it on fair grounds and wasn't being a howling lunatic over demands to accommodate her even if she made no effort at all to pass as a woman. That kind of trans person is going to fit into normal society.
The spa flashers and prison rapists won't, but they are the people you are so hell-bent on defending. I think at this stage, you're the one who has to put up or shut up: do you really believe the spa flashers and rapists are Real Women and should be in women's jails and women's spaces, or not? And if you do, how are you going to protect women from the guys who want to show off their feminine penis around eight year old girls? Because that's on you, just as much as you like putting responsibility on "people like Rowling who want to genocide trans people" if any trans person gets attacked or harmed or insulted.
Cynical answer: if women getting raped by men in prison is what it takes to bring attention to the general issue of inmates being raped by stronger inmates in prisons...
I'd say it's rather not cynical to consider that "if" to be at all possible.
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