Bubba has the babies

Today Colin Woodward, author of American Nations: A History of the Eleven Rival Regional Cultures of North America, has an op-ed up, The Maps That Show That City vs. Country Is Not Our Political Fault Line: The key difference is among regional cultures tracing back to the nation’s colonization. Woodward’s thesis is basically that the modern shape of American cultural and political conflict has deep structural roots in American history. This is the same argument that David Hackett Fischer makes in Albion’s Seed: Four British Folkways in America, and Kevin Phillips more broadly about the Anglo-world in The Cousins’ Wars: Religion, Politics, Civil Warfare, And The Triumph Of Anglo-America. These perspectives are useful because there is a tendency in modern American discussion to reduce the sum totality of the dynamic to the white supremacist order, as opposed to the “rising tides of color.” There is an area where the cult-of-Pepe and the identity Left agree descriptively (they just flip the good guys and the bad guys).

There is some of this in the Ezra Klein Vox piece, White threat in a browning America. There are the whites. And there are the non-whites. And never the twain shall meet.

On a side note, Klein’s reliance on social psychological research about white racial anxiety being elicited by priming or information which makes non-whites salient should be critiqued more thoroughly. I suspect most of us find the argument intuitively believable, but the past five years of the replication crisis in psychology, where social psychology was ground-zero, should really make us put our guards up about evidentiary claims which support views we already have a bias toward accepting.

In any case, Klein cites research which shows that non-Hispanic whites are now less than 50% of the births in this country. Rather than arguing about the future of racial identification, I was curious about which whites were giving birth. The problem with raw average total fertility rates is that they mask underlying variance. For example, in Britain the majority of Jews are non-observant, but the majority of Jews under the age of five are from observant families. This is a function of the extremely low fertility of the non-observant majority, and the very high fertility of observant Jews in Britain.

The reason I bring this up is that the different subcultures of the United States have different fertility rates. David Hacket Fischer posits four major Anglo-American streams which date to before the Revolutionary War: New England Yankees, Tidewater and lowland Southerners, Scots-Irish highlanders, and the diverse polyglot Mid-Atlantic region, from Quakers to Dutch. Woodward and others have a somewhat different taxonomy, but the broad sketch aligns.

The curious fact is that up between the 1640s and 1840s New England Yankees were the most fecund of the American Anglo-cultures. The fertility of New England was such that the region began to colonize parts of the United States which had heretofore been dominated by other groups. The eastern half of Long Island was taken over by New Englanders, and they became prominent in New York’s merchant class (there was also a Yankee migration into the Canadian Atlantic provinces). New England farmers swept past the Dutch dominated lower Hudson Valley and overwhelmed the rest of upstate New York, creating a cultural fission that persisted up to the Civil War between the pro-Southern city of New York and the fiercely Republican upstate areas.

In contrast, the population growth rate in the South was depressed compared to the North. Much of this probably can be accounted for by endemic disease.

Things are different now.

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The less intelligent and uneducated really don’t tolerate unpopular views

When looking at the General Social Survey one of the most striking things is how much more the more educated and intelligent are in terms of accepting unpopular views. Since 2008 and the SPKMSLM variable has asked about anti-American hatred preached by Muslim clerics in the United States:

… consider a Muslim clergyman who preaches hatred of the United States.

If such a person wanted to make a speech in your community preaching hatred of the United States, should he be allowed to speak, or not?

The ideological breakdown is what you’d expect it to be, and tolerance for this sort of speech is low, at about 40% of Americans.


In case you are wondering, the impact of intelligence still matters after you correct for education. I ran a quick & dirty logistic regression, and you can see that below (in case you care, being a woman is associated with less tolerance for free speech here, and political ideology doesn’t matter much once you take into account religiosity):

Most liberals and smart people want racists to be allowed to speak

Over the past year or so there have been many worries that liberals are backing off from their support for free speech. Even mainstream figures such as Howard Dean have started to chant the mantra “hate speech is not free speech”. And then you have op-eds from professors such as When ‘free speech’ becomes a political weapon.

But whenever I look at the General Social Survey I see no great change in support for free speech in terms of the patterns. Perhaps something has changed in the year 2017, but I think what we are seeing are vocal and motivated minorities who are drowning out liberal (in the classical sense) majorities.

The GSS has a variable, SPKRAC, which asks:

…consider a person who believes that Blacks are genetically inferior. a. If such a person wanted to make a speech in your community claiming that Blacks are inferior, should he be allowed to speak, or not?

The plot at the top of this posts shows that the GSS sample respondents exhibit almost no change year to year on this question.

The GSS also has a variable, SPKMSLM, which asks:

Now consider a Muslim clergyman who preaches hatred of the United States.

If such a person wanted to make a speech in your community preaching hatred of the United States, should he be allowed to speak, or not?

This question has been asked since 2008, and only a minority would allow this person to speak, 41-43 percent.

Let’s break this down by ideology and intelligence from the year 2008 onward. The GSS has a variable, WORDSUM, which is a vocabulary test. Respondents receive a score from 0 to 10 (correct). I combined 0-4 as “not smart”, 5-6 as “average”, 7-8 as “above average,” and finally 9-10 as “smart.”

Also I limited the sample to non-Hispanic whites to compare “peaches to peaches.”

What the above plot shows is that liberals support free speech for both racists and Muslim radicals. Conservatives are more skeptical of free speech for both groups, but especially the Muslims. You might be curious why moderates seem so skeptical of free speech. That’s because on average moderates are less intelligent than people at the ideological poles, and the less intelligent are generally less supportive of heterodox speech (I suspect it’s because they are too dumb ever to come up with an original and transgressive idea).

But don’t take my word for it.


It’s a very robust pattern that the less intelligent are skeptical of deviant thought. I think it’s partly because they can’t empathize since they don’t have many thoughts.

Below is a table which does a cross-tab of views on speech for racists and Muslims (again, for non-Hispanic whites after the year 2008). You can see ideological and intelligence distribution for various positions. Conservative anti-Islamic and liberal philo-Muslim tendencies are on display. The less intelligent are overrepresented among the censorious.

  Extremely liberal Liberal Slightly liberal Moderate Slightly conserv Conserv Extremely conserv
Full sample 4 12 10 36 16 18 4
Allow both to speak 5 15 12 32 15 17 4
Allow Muslim to speak, not racist 7 18 15 32 15 12 2
Allow racist to speak, not Muslim 2 9 8 39 15 22 5
Ban both from speaking 2 9 9 42 13 21 5
  Not smart Average Above average Smart      
Full sample 13 40 33 13      
Allow both to speak 7 34 39 20      
Allow Muslim to speak, not racist 6 40 40 13      
Allow racist to speak, not Muslim 19 46 26 9      
Ban both from speaking 14 48 34 4    

Millennials with college degrees don’t favor censorship

There’s a specter haunting the academy. The specter of “red guards” destroying lives and tearing down Western civilization and all its accomplishments in the interests of antinomian leveling impulses through denunciations and purges. (here is the latest instance; the whole thing leaves me yawning, because too few people have the courage or gall to stand up for what they know is right, so this will happen again and again and again)

I am plain in my view that this is a problem. Some of my friends in the academy agree, but in the end they make different choices about priorities. Others don’t think this is a problem at all (and honestly, they clearly think that free speech is more about speech that they think is acceptable). Ultimately I don’t think that this will end well; I’m most certainly going to be on the other side of people whom I consider friends if and when the end of our current liberal democratic order collapses of its own contradictions.

But this isn’t about that. Rather, it’s about an aspect of it: are Millennials, those born after 1980, who go to college more opposed to freedom of speech than previous generations? Is this what’s driving the flair up of campus events? The answer, as clear in the GSS is that Millennials who have gone to college are not more censorious.

The GSS has a variable, SPKRAC. It asks:

…. consider a person who believes that Blacks are genetically inferior. a. If such a person wanted to make a speech in your community claiming that Blacks are inferior, should he be allowed to speak, or not?

Should this person be allowed to speak? As you can see above there is hardly any difference between people of different generations if they have a college education on this question.* The big difference is between generations among those who have a high school education or less. I think this is simply due to the reality that if you have only a high school education as a Millennial you’re much more likely to be not very intelligent in relation to older generations. The slight decline for college educated Millennials might be due to this effect as well, and more marginal kids are now going to, and finishing, college.

If you do a logistic regression in the GSS you see what I have reported earlier: both education and intelligence have independent and notable impacts predicting support of free speech to a liberal extent. Being a woman usually correlates with lower tolerance of deviant or abhorrent speech. Socioeconomic status, income, and age, don’t really matter too much when other variables are accounted for.

What about politics? The results might surprise you.

As you can see on the whole liberals are the most supportive of free speech for racists. It does look that there has been some regression since the real “greatest generation.” And as I expected moderates are the least tolerant.

Moderates are usually less intelligent (this is easily confirmed with the GSS) and informed, and they’re conformists. Today racism is in bad odor, so their instinct to ban or restrict it is strong, as opposed to the abstract principle of free speech. This impulse probably explains the declines broadly among Millennials.

But the results at the top indicate that university education may actually inoculate a bit against this! (remember, it’s not just intelligence, as university education had an independent effect on opinions in the regression)

There’s something going on. It’s a problem. Perhaps a big problem. I do think it ultimately threatens the credibility of the academy in a way we haven’t seen in generations. But it’s not because the majority of students agree with driving speakers they don’t like off the campus or banning speech they find hurtful. A minority of students are loud, mobilized, and active. Sometimes minorities can shape history….

* I limited the sample to non-Hispanic whites. I used the variables SPKRAC, COHORT and DEGREE. I recombined some. E.g., COHORT(r:1800-1945″pre-Boomer”;1946-1964″Boomer”;1965-1980″GenX”;1981-*”Millennial”). Adding groups besides non-Hispanic whites didn’t change the qualitative result, though support for free speech declines among minorities.

Less intelligent people want to exclude racists from the public square

  B SE(B) Probability
SEX 0.739 0.217 0.001
DEGREE -0.302 0.092 0.001
WORDSUM -0.338 0.068 0
POLVIEWS -0.078 0.078 0.317
INCOME -0.026 0.06 0.671
AGE 0.007 0.007 0.283
ATTEND 0.09 0.046 0.05
GOD -0.018 0.077 0.819
Constant 3.341 0.937 0

It’s been a while since I’ve done much GSS blogging. Part of it is that I’ve got only so much attention I can devote to things, and most of my focus has been on the area of science that I’m interested in, and one or two non-scientific topics. The second variable is that I started blogging about GSS data a long time ago (~2008), and there’s only so much interesting stuff you can talk about.

But over the past few years there have been some controversies related to speech in public spaces, and what is and isn’t acceptable. There has also been some chatter that young people today in particular are intolerant of freedom of speech. I’ve wanted to address this, so here I go.

The toleration of racists is in today’s America is like testing a boundary condition. If you are willing to tolerate racist speech if you are not a racist, then you are pretty likely to be a free speech absolutist. I am not interested in rehashing arguments, I support free speech in an absolutist sense personally. Rather, let’s look at some data.

The General Social Survey has a question up from 2014 for the variable RACEMEET that asks:

Should people prejudiced against any racial or ethnic group be allowed to hold public meetings?

The question was asked in 2010 and 2014, and 2,651 individuals answered this. The answer was converted to ordinal, so I decided to probe relationships between variables and the score of toleration through regression. Some independent variables, such as political viewpoint (POLVIEWS), were recoded in an ordinal fashion (so that “extremely liberal” = 1, “liberal” = 2, and so forth, to “extremely conservative” = 7). Others, such as age, do not require any recoding. RACEMEET itself was converted to an ordinal.

The above results suggest that political ideology does not predict your response to this question much once you account for other variables. In fact, I did a query on ideological views first, and the results indicated to me what was really going on.

1: Should definitely be allowed 39 24 17 15 22 17 20
2: Should probably be allowed 12 24 24 21 22 22 15
3: Should probably not be allowed 26 20 19 22 19 24 22
4: Should definitely not be allowed 23 32 40 43 37 38 43

As you can see moderates are relatively skeptical of allowing racists to have a public meeting. All of my analysis of the GSS indicates that moderates are not as smart as more liberal or conservative people.

Let’s go through the variables which were significant predictors above. First, sex.

Male Female
1: Should definitely be allowed 21 13
2: Should probably be allowed 22 21
3: Should probably not be allowed 20 23
4: Should definitely not be allowed 36 43

These results were expected. On the whole women tend to be more skeptical of absolutist free speech positions which allow offensive material to be promoted (women are more skeptical of allowing Communists to speak too in comparison to men, so it’s not because of the ideology of the speaker or viewpoint).

Then church attendance frequency:

Never attends church More than once a week
1: Should definitely be allowed 20 23 19 14 21 15 13 14 13
2: Should probably be allowed 21 21 27 24 13 16 26 22 20
3: Should probably not be allowed 21 17 20 18 28 24 18 24 23
4: Should definitely not be allowed 37 39 34 44 37 45 43 40 44

A modest difference.

Next, highest educational attainment:

No HS HS Some college College Graduate
1: Should definitely be allowed 7 14 11 26 32
2: Should probably be allowed 14 20 23 29 27
3: Should probably not be allowed 20 23 21 19 20
4: Should definitely not be allowed 59 43 45 26 21

The big gap here is between those with college and those without college educations.

Finally, we look at WORDSUM, which is a proxy for intelligence. It’s a ten word vocabulary test. Below in the columns are the number of answers a respondent got correct:

<5 5 6 7 8 9 10
1: Should definitely be allowed 8 10 12 16 24 30 36
2: Should probably be allowed 13 22 18 24 26 34 33
3: Should probably not be allowed 27 20 23 22 21 18 18
4: Should definitely not be allowed 52 48 47 38 29 18 12

I combined those who scored below 5 out of 10 (0-4) into one class. You can see that as score on this vocabulary test goes up, the view that racists should be allowed to meet in public goes up. It’s almost monotonic. The smartest people are more tolerant than the next smartest people who are more tolerant than the next smartest people, with the dumb being the least tolerant.

I made the below chart to illustrate this:

Often when it comes to views associated with “smart” people when you put it into some regression eduction accounts for all of the difference. In other words, the less intelligent educated have the same views as the intelligent educated, and the more intelligent but less educated have the same views as the less intelligent less educated. There are more older people who are intelligent but not educated, so it could be generational too (though in this case age does not seem to matter). A plausible hypothesis is that in many cases it is social milieu. Even if you are not bright, being in college inculcates certain values.

And college is a predictor. But these data show that even if you account for college education the brighter you are, the more likely you favor allowing tolerance for views that most people find intolerable.