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Taking it to the next level: Can personality predict marriage?

February 12th, 2011 2 comments

Two years ago around Valentines Day, myPersonality showed that married people are the most happy, followed by those who are engaged, followed by those in a relationship, followed by single people. In other words, people who take their relationship to the next level are happier.

But apart from their inner contentment, what distinguishes married people from single ones? Perhaps we can get some insights from their respective personalities. What kind of people get married and stay married?

We constructed a statistical model to see what predicts being married (vs. being single), using age, sex, and the 5 personality factors of openness, conscientiousness, extraversion, agreeableness and neuroticism. We had 173,252 single people and 113,046 married people in our sample, and the results are summarised in the table below.

Predictor Direction of prediction Explanation
Age Older = More likely married Not surprisingly, age is the best predictor of marriage. For every year older that people get, they’re 1.15 times more likely to be married. So, a 30 year old is slightly more than 4 times more likely to be married than a 20 year old. This isn’t interesting in itself, we just needed to remove any age effects.
Gender Females are more likely married This probably just represents something about how men and women identify themselves on Facebook. Perhaps women are more likely to say that they’re married, or less likely to say that they’re single. The important thing is that we control for gender in our model.
Openness
On a 5 point scale (from ‘strongly disagree’ to ‘strongly agree’)
Conservative/traditional people more likely married For each point that you go down the scale the person is 1.18 times more likely to be married.
Conscientiousness
On a 5 point scale (from ‘strongly disagree’ to ‘strongly agree’)
Conscientious people more likely married For each point that you go up the scale the person is 1.15 times more likely to be married.
Agreeableness
On a 5 point scale (from ‘strongly disagree’ to ‘strongly agree’)
Competitive people more likely married For each point that you go down the scale the person is 1.05 times more likely to be married.
Extraversion
On a 5 point scale (from ‘strongly disagree’ to ‘strongly agree’)
Introverted people more likely married For each point that you go down the scale the person is 1.04 times more likely to be married.
Neuroticism
On a 5 point scale (from ‘strongly disagree’ to ‘strongly agree’)
Stressed out people more likely married For each point that you go up the scale the person is 1.03 times more likely to be married.

So there are reasonable (and all statistically significant with just a 0.1% probability of error) effects for the big 5 personality variables even after we control for age and gender. The biggest effects were that traditional and conscientious people are more likely to be married.

Of course, it’s possible that marriage might somehow cause people to change their personality to be more traditional and conscientious, rather than traditional and conscientious people getting and staying married. But on the other hand, just in case, and with Valentines Day coming up again, to show that you’re marriage material then we suggest that men should organise in advance to ask their Valentine out with 40 traditional red roses, and arrive on time to take her to a nice conventional romantic dinner.

There you go. Dating advice from your personality test!

Categories: big five, relationship status Tags:

Who watches what? Gender and personality predict film preferences

November 18th, 2010 No comments

Continuing our enthusiasm with sharing the results with our research, which would not be possible without the help of the kind myPersonality users who allow us to access their Facebook profile data, below we include a summary of some research into movie preferences by Olivia Chausson. Her full paper is available on our wiki.

Are you more likely to enjoy comedies if you’re an extrovert? Do boys like watching horror films more than girls do? Are male and female fans of fantasy sagas similar in terms of personality?

We investigated these intriguing questions by looking at the impact of gender and Big Five personality factors (Openness, Conscientiousness, Extraversion, Agreeableness and Neuroticism) on nearly 30,000 British residents’ (aged 16-25) preferences for 5 types of films: Action, Comedy, Fantasy, Horror, and Romance. Our results are summarised in the table below where a + means that someone high in that personality trait enjoys that genre of film and a – means that someone high in that trait does not enjoy that genre of film:

Genre Openness Consci. Extraversion Agreeableness Neuroticism
Action + + -
Comedy + -
Fantasy + - +
Horror + - - +
Romance + + +

Some highlights include:

  • Open individuals were more likely to enjoy comic and fantastic films like Monty Python and Lord of the Rings.
  • Neurotic and conscientious individuals really liked romances: e.g. Titanic and Dirty Dancing.
  • Conscientious people also enjoyed 300, James Bond and other action movies, but not comedies.
  • We also spotted a subtle relation between gender and Openness in people’s preferences for action, comedy and romance genres. Female fans of action and comedy were a lot more open that male fans, and the reverse was true for romantic films where male fans were more open. Intuitively this makes sense, as someone who goes against their gender stereotype is more likely to be unconventional and open to new ideas.

There was also a big difference in terms of gender: the popular notion that girls prefer romance and boys favour action was supported by our data.

Overall, the combination of gender and Big Five personality characteristics is valuable in understanding and explaining people’s film preferences. What you watch can say a lot about who you are…

Olivia Chausson is 3rd year undergraduate at the PPSIS Department at the University of Cambridge.

Categories: big five, movies Tags:

Agreeableness World Map

September 18th, 2009 5 comments

Our final world trait map based on myPersonality data is for aggregate Agreeableness. Agreeableness can broadly be characterised as co-operative (high Agreeableness, high rank and dark orange on the map) vs. competitive (low Agreeableness, low rank and light orange on the map). myPersonality has already shown that high Agreeableness is associated with studying more social majors like massage therapy, sociology, and elementary education, whereas low Agreeableness is associated with studying more combative majors such as law, international relations and political science (see our Personality Matches feature to see which college major is closest to your personality).

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Agreeableness shows the most clear geographical distinction out of the five traits, although perhaps not in the direction that one would expect. The most competitive area is Central and Eastern Europe, followed by South America. South East Asia has average to high Agreeableness scores, and the most co-operative countries are in North America and Africa.

That concludes our aggregate trait world mapping series, we hope you found it interesting and surprising.

Method & Results
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Categories: big five, world map Tags:

Neuroticism World Map

September 6th, 2009 1 comment

Our latest map based on myPersonality data is for aggregate Neuroticism. Dark purple and a high rank denotes a high Neuroticism score, suggesting that the country’s population considers themselves in touch with their emotions but are liable to get stressed our more easily. Lighter purple and a low rank denotes a low Neuroticism score, suggesting that the population are more laid back than other countries’ citizens but at the extremes may be too emotionless. Sometimes a bit of stress is important in order to spur one to get something finished.

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Countries clustered around the Mediterranean tend to have high Neuroticism scores, whereas those in Central America seem to have particularly low scores.

Next week will bring our final world map, for the Agreeableness trait. Which countries do you think will be the most competitive or most cooperative?

Method & Results
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Categories: big five, world map Tags:

Conscientiousness World Map

August 30th, 2009 7 comments

Continuing our aggregate trait mapping series, below we include the world map for Conscientiousness based on myPersonality data. Dark green and a high rank denotes a high Conscientiousness trait score, suggesting that citizens like to plan their actions in advance and complete their tasks reliably. Low Conscientiousness scores indicate that they consider themselves more flexible, and may be more able to cope when things go wrong and a plan cannot be followed rigidly.

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Central and Northern Europe seems to be the least conscientious area, although the pattern is not clear cut as Germany and Switzerland are relatively better at planning than those around them, whereas much of Africa describe themselves as the most conscientious.

The remaining 2 traits will follow in the coming weeks! Next week: Neuroticism.

Method & Results
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Categories: big five, world map Tags: