Thursday, March 12, 2009

The Geography of Personality

A fascinating study (pdf link) by Peter J. Rentfrow, Samuel D. Gosling, and Jeff Potter looks at the geographical variation of "the big five" personality traits: Extraversion, Agreeableness, Conscientiousness, Neuroticism, and Openness. From the abstract:
Volumes of research show that people in different geographic regions differ psychologically. Most of that work converges on the conclusion that there are geographic differences in personality and values, but little attention has been paid to developing an integrative account of how those differences emerge, persist, and become expressed at the geographic level... We present a theoretical account of the mechanisms through which geographic variation in psychological characteristics emerge and persist within regions... Results provided preliminary support for the model, revealing clear patterns of regional variation across the U.S. and strong relationships between state-level personality and geographic indicators of crime, social capital, religiosity, political values, employment, and health.
So by looking at the distribution of personality traits, we may be able to discover something about broad social factors like health, crime, and economic development. The authors place their work in the context of the long history in anthropology of describing personality differences among nations, but their work is focused on regions within the United States. The paper includes five maps of their results, clsasifying states by quintile, and I can't resist posting all five of them. The first shows extraversion:



Extraversion is generally associated, as the authors say, with "sociability, energy, and health." And the study found that states with higher levels of extraversion tended to be the states with higher levels of social involvement, such as participating in clubs and hanging out at bars. (They note, though, that it didn't correlate with the amount of time spent with friends; thus, "individuals appear to spend more time socializing in states where E is high than they do in low-E states, but their socializing is apparently somewhat indiscriminate and is not restricted to close friends.") You can clearly see the most extraverted states are in the Upper Midwest and northern Plains and parts of the South - and, a bit to my surprise, in the mid-Atlantic region. (And does anyone have a good explanation for Maine?) Another interesting note: state-level extraversion is positively correlated with robbery and murder rates.



Agreeableness "reflects warmth, compassion, cooperativeness, and friendliness." The authors found that high levels of agreeableness in states correlated with social involvement and religiosity. It was also positively correlated with spending time with friends and having guests over, but negatively with going to bars and joining clubs. Highly agreeable states also had fewer deaths from cancer and heart disease. Among the researchers' unpredicted findings was that these states also have a disproportionate number of artists and entertainers (which is a bit surprising just looking at the map).




Conscientiousness at the individual level "reflects dutifulness, responsibility, and self-discipline [and] it is positively associated with religiosity" and health-promoting behavior. The study found that conscientiousness had a positive correlation with religiosity at the state level and a slight correlation with the amount of exercise people did. Conscientiousness was also negatively correlated with going to bars and, for some reason, with frequency of having guests over. You can see that high-conscientiousness states tend to cluster in the Plains, the Southwest, and parts of the Southeast; the northeast is very unconscientious, evidently.



Neuroticism is characterized by "anxiety, stress, impulsivity, and emotional instability and is related to antisocial behavior, poor coping, and poor health." Unsurprisingly, the study found that highly neurotic states had lower rates of exercise, higher rates of disease, and a shorter life expectancy. In these states, people are less likely to join clubs and spend time with friends. The geographic clustering of neuroticism is strong: it's prevalent in the Northeast and much of Appalachia, and, for some reason, in the states of the lower Mississippi Valley. The West is decidedly less neurotic than the East, you may be unsurprised to hear.



Openness "reflects curiosity, intellect, and creativity at the individual level." The researchers predicted that highly open states would have high levels of liberal values, and a disproportionate number of people in the "artistic and investigative professions," and that is indeed what they found. People in these states are more tolerant of homosexuality, more likely to support legalization of marijuana, and more likely to be pro-choice. However, more open states tend to have lower rates of social involvement. and are considerably less religious. These states cluster on the West Coast and in the Bos-ny-wash megaregion, with a more scattered distribution elsewhere.

But why do these regional differences exist in the first place? The paper proposes a number of possible reasons, including selective migration (e.g., an open personality type moves from their dull Kentucky town to a "creative capital" like New York City or the Bay Area); social influence (a certain personality trait becomes more predominant in a given region simply be re-inforcing itself through repeated exposure to individuals, creating a self-perpetuating cycle of reinforcement); and environmental influence (people in cold, dreary climates like the Pacific Northwest or New England might be more prone to depression, or less aggressive).

It's fascinating stuff, and there's lots more in the (rather long) paper. The topic could be the subject of just about endless study and debate. And a natural next step would be to extend this study across countries - wouldn't maps like this of Europe or Asia be fascinating?

334 comments:

1 – 200 of 334   Newer›   Newest»
K H D and sometimes T said...

hmm. My comment snuck into the next post.

So interesting. With these maps I probably could of avoided 30% of the conversation at college. Who doesn't love this stuff?

At the same time though, I'm always a little wary. I can't help but feel personality study inherently has a bit of charlatanism in it.

Don't get me wrong though, I've already started reading the study.

Chachy said...

I know what you mean - I always start out with a bit of a skeptical stance to this sort of stuff. But their results certainly have the ring of plausibility.

Anthony said...

I agree, I would not have thought Maine to be an "extraverted" state.

Here is a wild guess that might explain it--could a state with an economy traditionally based on communal work environments like fishing, lobstering and timber foster a more extraverted population?

Another interesting outlier in the agreeableness and conscientiousness categories is Alabama. It scored much differently than all of its neighbors in those two categories. I wonder why?

Nikolas Schiller said...

There is an interactive version of this map on the Wall Street Journal website. Through that map, I found that I live in the most open city in America!

Chachy said...

A: interesting theory about Maine. But then what about Oregon? Washington? Alaska? As for Alabama - I hadn't noticed that, but you're right; apparently Alabamanians are closed-minded, disagreeable, and don't feel bound by rules and laws. No idea why that should be (though one wonders how much noise there might be in this amount of data).

NS: thanks for that link; that's a nice little interactive feature the WSJ's got. But I wouldn't get too excited about DC: you just live in the most open "state" in America, which is really just a function of your "state" also being a city - any large city would be sure to score high on the openness ranking. Except Dallas, of course.

Anonymous said...

explanation for maine: "gitter done, bub."

giveacrap said...

Proud to be a Pennsylvanian, and among the top 10 states in extraversion ( "higher levels of social involvement" and "generally associated. . . with "sociability, energy, and health") AND neuroticism ("less likely to join clubs and spend time with friends" and "emotional instability . . . antisocial behavior, poor coping, and poor health"). I KNEW we were special. Now I know why. :)

Anonymous said...

I'm moving to Virginia

Gwen said...

"[F]or some reason, in the states of the lower Mississippi Valley"--maybe because "anxiety, stress, impulsivity, [and] emotional instability" are natural consequences of a high poverty level/low quality-of-life level? Some of the poorest (and least literate, and all the other things that go with it) counties in the United States are in that area.

Anonymous said...

Well, as a Floridian of 20+ years I must say I am pleasantly surprised. Our fair state gets dogged as being filled with cranky retirees, land swindlers, coke smuggling rednecks and rapacious developers. I guess all thats working out for us pretty well.

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Way to wind up with contradictory results. Apparently my state is both highly sociable and anti-social, and in both poor and good health. That cleared things up.

Chachy said...

Gwen - it sure looks like that's a big part of it. But there seem to be other factors at play - western states look like they're less neurotic than eastern states, even controlling for wealth. And a lot of New England is generally wealthy, but also pretty neurotic.

Jason_M said...

Hate to sound like an anti-intellectual or yahoo, but this study strikes me as academic BS.

Anonymous said...

Something is wrong either with the data or the way it's presented. Texas appears to be high on all measures (3rd quint or higher) while Alaska is low on all (2nd quint or below). Since these characteristics are opposite pairs, it shouldn't be possible to be high or low on all. There's some funny business here.

Anonymous said...

any chance seeing these maps produced with a non-gray color scale and at the county level?

Fred said...

This is based on an internet sample.

Anonymous said...

Interesting, although I'm not sure how useful this study is. Some of these states are big "transplant" states (e.g., California, Florida), and I wonder if they took migration into account. To piggyback on another anonymous comment, the Big 5 traits are not "opposite pairs." Thus it's possible to be high on all 5, low on all 5, or any other possible high/low combination.

Jonathan said...

Why does it look as though Alaskans have no personality at all? Surely they must be somewhere, if these five personality types are supposed to be catch-alls?

Carol said...

This study is right on. When it appeared in our hometown Casper, WY newspaper, on the front page no less, I thought now this something I can sink my teeth into. Quite simply, it's amazing how accurate their assessment is for Wyoming.

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Another interesting outlier in the agreeableness and conscientiousness categories is Alabama. It scored much differently than all of its neighbors in those two categories. I wonder why? Kerja keras adalah energi kita

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I love all of these demographics studies, though they usually end up getting me more confused as to the "perfect" place to live. And, just as you think you should leave an area for being completely wrong, sometimes you find that little niche that makes sense, like I have here in rural NC - http://tracybooth.com/artist-blog/2010/morning-walk-marshall/

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At the same time though, I'm always a little wary. I can't help but feel personality study inherently has a bit of charlatanism in it.

Don't get me wrong though, I've already started reading the study.

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Way to wind up with contradictory results. Apparently my state is both highly sociable

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any chance seeing these maps produced with a non-gray color scale and at the county level?

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