Are some personalities just better?

6 May 2021

I don’t know if you like parties. I don’t know if you’re organized or punctual. But I bet you don’t like rotting smells or long swims in freezing water.

That is to say: People are different, but only in certain ways. What’s the difference? Hypothermia enthusiasts have few kids, so their genes tend to disappear. If introverts were worse at breeding than extraverts, then the same thing would have happened. Since extraversion varies widely, we can infer that we’re at an equilibrium point with no real advantage either way. (Personality traits are around 40% genetic.)

So, no personality is better than any other. Instead, there must be intricate tradeoffs, with each personality occupying a different kind of niche.

That’s what I thought, anyway. Then I read a few dozen papers and made this table:

correlations of various things with the big five

This shows correlations between the Big Five personality traits and various personal characteristics. Blue shows positive correlations, while red shows negative. For example, the blue upper-left cell shows that extraversion is associated with life satisfaction, whereas the red lower-left cell shows that extraversion is negatively associated with autism.

So, uhh, where are the tradeoffs? People who are extroverted, agreeable, conscientious, emotionally stable, and open seem to do better at basically everything. Let’s call these people all-blues. Broadly speaking, they are more happy, successful, intelligent, creative, and popular. They have fewer addictions and less of every mental disorder. The only real tradeoffs are agreeableness against income/intelligence and extraversion/conscientiousness against math scores.

I’d like to give a list of famous all-blues as examples, but this doesn’t seem to exist. As a proxy, we can look to Myers-Briggs, where all-blues are similar to emotionally stable ENFJs. The internet claims that examples of ENFJs are Michael Jordan, Oprah, Pope John Paul II, Martin Luther King Jr., Pericles, and Barack Obama. For the opposite type, famous ISTPs supposedly include the Dalai Lama, Ernest Hemingway, Snoop Dogg, Melania Trump, and Vladimir Putin. (Personally, I assume the Dalai Lama has high emotional stability, but judge for thyself.)

Anyway, what’s the deal here? Why don’t we see more tradeoffs? Is the idea of a population equilibrium mistaken?

Evolution don’t care

Evolution doesn’t care if you’re happy. Evolution only wants you to pass on your genes. Berg et al. (2014) took data from 10.7k representative Americans born between 1900 and 1947 and did a regression to predict the number of grandchildren someone has from their personality traits. Here are the regression coefficients:

regression of number of grandkids on personality traits

The personality characteristics are standardized so Extraversion = 0 for someone who is average, and Extraversion = -2 for someone 2 standard deviations below average, etc. They focus on grandchildren to reflect the influence of a parent’s personality on a child’s survival, but just using children gives similar results.

If you’re wondering, this suggests the ESFP as the most fecund MBTI type (Ronald Reagan, Bill Clinton, Hugh Hefner).

On the one hand, this would explain why everyone isn’t an all-blue: If you want to dominate the personality landscape, you need to reproduce more. On the other hand, it creates a bigger puzzle: If we were in population equilibrium, all the coefficients would be zero! Instead, there are huge effects like extroverted men having 0.8 more grandchildren than introverted men. If that’s true, then we are way out of equilibrium, and future generations will look different from us.

It’s tempting to make up post-hoc stories for those coefficients. (“High openness people spend too much time on rationalist-adjacent blogs,” har-har, yes, very good.) But it’s not that simple. You’ve got to do one of two things.

  • You might reject the idea of a population equilibrium. If so, you should explain why the rules of natural selection don’t apply here.
  • You might claim that humans used to be in equilibrium, but there’s been some recent change to reproductive fitness that evolution hasn’t caught up to yet. If so, what’s the change?

What changes could have thrown us out of equilibrium? It can’t be the dawn of agriculture – there’s been too many generations for effects this strong to persist. It would need to be more recent like the industrial revolution or the invention of birth control. Intelligence isn’t exactly a personality trait, but Udry (1978) surveyed 225 women on birth control. After three years, the percentage of low, medium, and high-IQ women who accidentally had a baby was 11.1%, 8.2%, and 3.4%, respectively. This paper is old and I couldn’t find any replications, so I wouldn’t put too much faith in it. Still, it’s plausible that conscientiousness could have a similar role.

Aside: Personality traits are correlated. For example, extraversion is correlated with openness. If we account for this, there's still tons of variability in how many grandkids different personalities should expect.

Lieu pointed out that there are correlations between personality traits. Vukasović and Bratko (2015) do a meta-analysis, arriving at the following correlations.

  E A C ES O
E 1 .051 .122 .231 .413
A .051 1 .413 .438 .114
C .122 .413 1 .442 .208
ES .231 .438 .442 1 .188
O .413 .114 .208 .188 1

Fortunately for us, correlations alone are enough to generate the normalized variables (z-scores) that we need to plug into the above regression. I generated a bunch of “random people” either sampling from either an independent multivariate Normal distribution, or a multivariate Normal distribution with the above table as a covariance matrix. I then plugged those people into the regression model and computed a histogram for each.

histogram of grandkids with and without accounting for correlations

Sure enough, the standard deviation is less if we account for the correlations. But it’s only a bit less. In any case, the grandkids model is a regression. Correlations among with inputs don’t change the fact that certain people (high openness introverts) have fewer grandkids than others (low openness extraverts).

I suspect we really are out of equilibrium. Modern lives are very different than even 5-10 generations ago, and it would be strange if this didn’t impact how much different people reproduce. But there’s no reason to think we’re evolving in an all-blue direction.

A look at presidents

Forget about evolution for a second. Do successful people still tend to be all-blue?

Rubenzer et al. (2000) had multiple expert historians profile American presidents. Here are their results, presented as a percentage of the population:

big five personality traits for American presidents

Washington is a 98.6% on Conscientiousness. Nixon is a 0.02% on Agreeableness.

It’s very hard to become president. If an all-blue personality was better, we’d see that here. Instead, among recent presidents, we see high extraversion, low agreeableness, and no clear trend otherwise. (Most US households gained radios around 1930 before the election of Franklin Roosevelt.)

If being all-blue doesn’t help you become president, does it make you a good one? It happens that the closest there’s been to an all-blue president was Lincoln, often considered the best of all. (He scores low on emotional stability due to his lifelong struggles with depression.) To be more data-driven, the paper finds correlations between personality factors and how great a president is rated to be.

correlations between big five personality traits and presidential greatness

This is similar to the profile of an all-blue, except that agreeableness is bad, and emotional stability doesn’t matter. Teddy Roosevelt probably fits this profile best.

There’s also value in looking at sub-traits. In particular, Agreeableness has different facets: Tender-mindedness is correlated with greatness, while compliance and straightforwardness are anti-correlated.

The darkness hypothesis

Why are recent presidents usually extraverted and low in agreeableness, but otherwise so mixed? Here’s my guess:

relationships of the big five with darker traits

This isn’t to say that presidents are all narcissists or psychopaths. (Though who are we kidding, some are.) It’s widely agreed now that “narcissism” and “psychopathy” aren’t discrete categories. Rather, they are “spectrum traits” that we all have to some degree.

How do we arrive at a spectrum of psychopathy? It’s the same equilibrium process. If there were no psychopaths, the first one to show up would probably manipulate everyone and have a thousand kids. As we get more psychopaths, everyone’s defenses go up, and the strategy becomes less useful. It’s not shocking that these traits might be useful in politics.


All-blues might really be happier and healthier. If so, it could be a result of late modernity, or it might have always been true. Still, that doesn’t mean that evolution will favor all-blues, or that all-blues are “more successful”.

What about the rest of us, who aren’t all-blue? (Market research suggests my median reader is high openness and conscientiousness, but low extraversion and agreeableness.)

Well, it’s all just correlations. It’s not that low agreeableness causes people to have gambling disorders. I’m not even sure that statement makes sense! Rather, other factors (genes, environment) cause both. If you aren’t a psychopath, then correlations aren’t something to worry about. If you are a psychopath, then… probably you’re not worried about my advice?

Data Sources

Life Satisfaction - Anglim et al, 2020 (Many other measures of happiness are similar)

Job satisfaction - Judge et al., 2002

Income, Intelligence - Judge et al., 1999

ADHD - Nigg et al., 2002 (Table 8 Grand M)

Schizophrenia - Ohi et al., 2016

Autism - Lodi-Smith et al. 2018

Depression, Panic disorder, OCD, Substance Abuse - Kotov et al., 2010

Loneliness - Buecker et al., 2020

Popularity, Likability - D. van der Linden et al., 2010

Gambling Disorder - Dash et al., 2019 (Table 2, 2+ symptoms, average men + women)

College Performance - Vedel, 2014

SAT Verbal, SAT Math - Noftle and Robins, 2014

Creativity - Zare and Flinchbaugh, 2018

Average restaurant tip - Lynn, 2021

Accidents - Beus et al., 2015

Pro-environment - Soutter et al, 2020 (traits as attitudes)

Politically Conservative - Sibley et al, 2012

Body Mass Index - Sutin et al., 2015

Infidelity, Promiscuity - Schmitt, 2004

Narcissism, Machiavellianism, Psychopathy - Muris et al, 2017

The Presidential Big Five data is from Personality, Character, and Leadership In The White House: Psychologists Assess the Presidents by Rubenzer and Faschingbauer, 2004. It was quite an effort to extract these numbers from the book and get them into a useable form. Since they might be useful to others, I’ve uploaded the raw CSV data here: presidents.csv names.csv

Update: The “all-blue” personality is essentially the General Factor or Big One in psychology, and has been debated since it was proposed by Musek (2007). Thanks to arctor_bob for pointing this out.