Inquisitive Bird Profile picture
Nov 1, 2024 7 tweets 4 min read Read on X
New study has released personality profiles of 263 occupations.

Short thread of the occupations that are the most extreme with respect to each of the five personality dimension (I will mention only occupations with a sample of at least 100). Image
Neuroticism.

High:
- Visual Artists
- Graphic and Multimedia Designers
- Musicians, Singers and Composers

Low:
- Health Services Managers
- Finance Managers
- Information and Communications Technology Services Managers Image
Image
Extraversion:

High:
- Advertising and Public Relations Managers
- Sales and Marketing Managers
- Human Resource Managers

Low:
- Software Developers
- Electrical and Electronic Equipment Assemblers
- Unspecified Laboratory Technicians/Assistants Image
Image
Openness:

High:
- Visual Artists
- Psychologists
- University and Higher Education Teachers

Low:
- Crane, Hoist and Related Plant Operators
- Car, Taxi and Van Drivers
- Manufacturing Labourers Image
Image
Agreeableness:

High:
- Psychologists
- Audiologists and Speech Therapists
- Software Developers

Low:
- Self-employed/Entrepreneurs
- Real Estate Agents and Property Managers
- Sales and Marketing Managers Image
Image
Conscientiousness:

High:
- Construction Managers
- Finance Managers
- Health Professionals (unspecified)

Low:
- Visual Artists
- Graphic and Multimedia Designers
- Unspecified Editors (text, book etc.) Image
Image
The site that lets you navigate the aggregate results is here:

apps.psych.ut.ee/JobProfiles/

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More from @Scientific_Bird

Jun 22
Africa's Poor Numbers – new long post published!

In this piece, I critically examine the quality and availability of data in Africa. I argue that much African data is highly unreliable.

In particular, I look at economic data, criminal justice data, and population data. Image
I'm by no means the first to sound alarm about African data quality. It has previously been called "Africa's statistical tragedy". Similarly, a well-known book "Poor Numbers" critically examines Africa's developmental statistics.
There's a lack of proper birth registration, death registration, lack of recent censuses, and much more.

This chart illustrates a composite measure of statistical capacity across the world. As is evident, Africa is the region with the lowest average score. Image
Read 4 tweets
Jun 2
It is not unusual to see claims that intelligent or otherwise able people have fewer children. But is this universal? In the Nordic countries, the opposite seems to the case.

Consider first this data of IQ-fertility for Swedish men born between 1951–1967. Image
The data clearly shows that there is a positive relationship between IQ and fertility. To be fair, this is mostly explained by reduced fertility below average IQ. (Note also that "not tested" have very low fertility, but people who weren't tested tend to have very low IQ).
Basically the same is shown for Norway here (Stanine score is just the IQ scores being distributed into bins). Image
Read 10 tweets
May 13
In my most recent piece, I evaluate whether immigrants tend to assimilate with respect to various social outcomes.

One important outcome is crime. Consider for example the following chart. In Denmark, second-generation immigrants are no less criminal than first-generation. Image
I then went one step further and considered whether differences between different immigrant groups converge. Again, Denmark offers excellent data by nation-of-origin.

There is a remarkable persistence in crime rates between first- and second generation (correlation = 0.9). Image
It's not just in Denmark. Though Sweden does not report them at the national level, we see the same strong persistence for region-of-origin. Image
Read 6 tweets
May 9
The Assimilation Myth — new post published!

Using data from a variety of countries, I show that ethnic disparities in human capital, economic performance, crime and cultural values tend to show substantial persistence across generations. Image
First, I consider whether immigrants assimilate in terms of human capital.

Systematic PISA comparisons show that even second-generation immigrants tend to score much more similar to their parents' country-of-origin than the country they were born and raised in. Image
In fact, even if you control for school and socioeconomic status, students whose parents come from high-scoring countries still tend to score higher on tests. This indicates a strong degree of persistence.
Read 6 tweets
Apr 9
In a new article, I argue that, contrary to common belief, the American story is not one of widespread and rapid immigrant assimilation. The "melting pot" metaphor is largely a fiction. Image
It is often said that, during the Age of Mass Migration, European migrants rapidly assimilated.

This is mistaken. Not only did large shares of European immigrants return because they couldn't integrate, disparities between European groups did *not* rapidly disappear. Image
Another example of supposed great assimilation are today's Asian immigrants.

But their success can largely be attributed to pre-arrival characteristics due to extreme immigration selectivity, not to characteristics acquired after arrival due to assimilation. Image
Read 5 tweets
Mar 28
The weird thing about articles like this is that if they had asked a demographer, they would've known that there's a consensus that immigration cannot solve the problem of ageing populations.
More precisely, the amount of immigration necessary to keep the population age down is extreme and unprecedented. Infrastructure wouldn't even be able to keep up.
Some right-wingers will post the image of this old 2000 UN report called "Replacement Migration" without reading it. It actually concludes replacement migration cannot realistically solve population ageing. Image
Image
Read 5 tweets

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