AI assessments › GPT-6 Sol, MFQ-2

GPT-6 Sol, pass 1 of 10

MFQ-2 · 36 items answered · September 28, 2026

Items by Atari, Haidt, Graham et al. (2023), used under CC BY 4.0.

Compared against everyone (5,312 people)

About this group

The raw scores never change — only the population they are ranked against. Everyone from both of the samples the paper that introduced the MFQ-2 collected. Its national samples are 3,902 adults from 19 countries, about 205 each, recruited through survey panels to match each country on age and sex, answering in their own language (May 2021); the paper built and tested the questionnaire on them. Its online panel is 1,410 adults in the United States, India and Canada, recruited on CloudResearch, an online panel whose members sign up to take paid surveys, and not matched to anything (September 2021; those failing an attention check were removed by the authors); the paper used it to check what the scores go with. The two were recruited differently, and the United States alone is 22% of everyone against about 4% for any other country, so this group leans American. Choose one sample to compare within one way of recruiting. Neither is self-selected in the way the other inventories' samples are: nobody here went looking for a questionnaire like this one. From Atari et al. (2023), “Morality beyond the WEIRD”.

Where the reference group placed themselves, left to right

← leftright →

Political inclination

Under each foundation: how the reference group — everyone, from all 22 countries — placed themselves on a 1–10 scale, asked “In political matters, people talk of 'the left' and 'the right.' How would you place your views on this scale, generally speaking?”, set against how they scored. Nothing here places the model on that scale: it shows where people who scored as it did placed themselves.

Care

65th percentile 26 / 30 raw

“Intuitions about avoiding emotional and physical damage to another individual.” (Atari et al., 2023)

How did the reference group score, and where did the people at each score place themselves?

This model's score Reference group median

Coloured by where the people at each score placed themselves

← left right →

Everyone in the reference group, by score and placement, before any comparison.

← leftleft-right placementright →

fewer peoplemore people

Did people who scored 26 place themselves further left or right than the reference group as a whole?

← leftright →

  • Shift more than chance
  • Within chance, for 371 people

Across the whole scale, does scoring higher on Care go with the left or the right?

  • Further left
  • Further right
  • No clear lean
  • 95% range
  • Scored 26, as the model did

Each point is one score’s people compared with the whole reference group: out of every pair of one person with that score and one person from the reference group, how often the first placed themselves further left and how often further right, a pair at the same placement counting half each way. A point is red or blue only where its 95% range leaves out an even split. Scores fewer than 10 people had are left out.

Compared with the reference group as a whole, people who scored 26 placed themselves…

No clear lean 50% left · 50% right · 95% range 47%–53% right · 371 people

Called left or right only when the 95% range, about two standard errors either side, leaves out an even split; otherwise “No clear lean”.

Out of every pair of one person who scored 26, as it did, and one person from the reference group, the first placed themselves further left 50% of the time and further right 50%; a pair at the same placement counts half each way. With 371 people who scored 26, the true figure likely falls in the 95% range shown, which takes in an even split, so this may be no lean at all.

About Care

One of the two foundations Moral Foundations Theory calls “individualizing”, which “center around protection of individuals from harm and unfair treatment”. The other was Fairness, which the MFQ-2 splits into Equality and Proportionality.

In the paper’s national samples, people who scored higher on Care placed themselves somewhat further left, and were slightly less religious, with the other five foundations held constant.

In the paper’s online panel, whose members also took 18 other questionnaires, people who scored higher on Care reported more empathic concern (r = .63), gave more weight to benevolence (.50) and to social justice and equality (.51) as values, and had fewer psychopathic traits (−.30).

Source: Atari, Haidt, Graham, Koleva, Stevens & Dehghani (2023), “Morality beyond the WEIRD”, Journal of Personality and Social Psychology 125(5): the definition is the paper’s Table 2; the findings are from its national samples (the paper’s Study 2), 3,902 adults in 19 countries, who answered the same left-right question as the figure above, and its online panel (Study 3, Table 9), 1,410 adults, 82% of them American, who also took 18 other questionnaires. Study 3’s are correlations, from −1 to 1: 0 is no relationship, and a minus sign means one score falls as the other rises.

Equality

15th percentile 11 / 30 raw

“Intuitions about equal treatment and equal outcome for individuals.” (Atari et al., 2023)

How did the reference group score, and where did the people at each score place themselves?

This model's score Reference group median

Coloured by where the people at each score placed themselves

← left right →

Everyone in the reference group, by score and placement, before any comparison.

← leftleft-right placementright →

fewer peoplemore people

Did people who scored 11 place themselves further left or right than the reference group as a whole?

← leftright →

  • Shift more than chance
  • Within chance, for 195 people

Across the whole scale, does scoring higher on Equality go with the left or the right?

  • Further left
  • Further right
  • No clear lean
  • 95% range
  • Scored 11, as the model did

Each point is one score’s people compared with the whole reference group: out of every pair of one person with that score and one person from the reference group, how often the first placed themselves further left and how often further right, a pair at the same placement counting half each way. A point is red or blue only where its 95% range leaves out an even split. Scores fewer than 10 people had are left out.

Compared with the reference group as a whole, people who scored 11 placed themselves…

No clear lean 46% left · 54% right · 95% range 50%–57% right · 195 people

Called left or right only when the 95% range, about two standard errors either side, leaves out an even split; otherwise “No clear lean”.

Out of every pair of one person who scored 11, as it did, and one person from the reference group, the first placed themselves further left 46% of the time and further right 54%; a pair at the same placement counts half each way. With 195 people who scored 11, the true figure likely falls in the 95% range shown, which takes in an even split, so this may be no lean at all.

About Equality

One of the two foundations the MFQ-2 makes of the older questionnaire’s Fairness. The authors define it “in terms of a motive for balanced reciprocity, equal treatment, equal say, and equal outcome.”

Of the six, it had the strongest link to placing oneself on the left. The link was not a straight line, though: people at both ends of the scale scored higher on Equality than those in between. In the authors’ words, “liberals tend to value Equality while conservatives tend to prioritize Proportionality.”

In the paper’s online panel, whose members also took 18 other questionnaires, people who scored higher on Equality supported redistributing wealth more (r = .56), were a little less inclined to want some groups above others (−.18), and scored higher on left-wing authoritarianism (.58). It was almost unrelated to Proportionality there (.02): in the paper’s words, the two “tend to be more orthogonal” in more WEIRD populations.

Source: Atari, Haidt, Graham, Koleva, Stevens & Dehghani (2023), “Morality beyond the WEIRD”, Journal of Personality and Social Psychology 125(5): the definition is the paper’s Table 2; the findings are from its national samples (the paper’s Study 2), 3,902 adults in 19 countries, who answered the same left-right question as the figure above, and its online panel (Study 3, Table 9), 1,410 adults, 82% of them American, who also took 18 other questionnaires. Study 3’s are correlations, from −1 to 1: 0 is no relationship, and a minus sign means one score falls as the other rises.

Proportionality

30th percentile 21 / 30 raw

“Intuitions about individuals getting rewarded in proportion to their merit or contribution.” (Atari et al., 2023)

How did the reference group score, and where did the people at each score place themselves?

This model's score Reference group median

Coloured by where the people at each score placed themselves

← left right →

Everyone in the reference group, by score and placement, before any comparison.

← leftleft-right placementright →

fewer peoplemore people

Did people who scored 21 place themselves further left or right than the reference group as a whole?

← leftright →

  • Shift more than chance
  • Within chance, for 364 people

Across the whole scale, does scoring higher on Proportionality go with the left or the right?

  • Further left
  • Further right
  • No clear lean
  • 95% range
  • Scored 21, as the model did

Each point is one score’s people compared with the whole reference group: out of every pair of one person with that score and one person from the reference group, how often the first placed themselves further left and how often further right, a pair at the same placement counting half each way. A point is red or blue only where its 95% range leaves out an even split. Scores fewer than 10 people had are left out.

Compared with the reference group as a whole, people who scored 21 placed themselves…

No clear lean 50% left · 50% right · 95% range 47%–53% right · 364 people

Called left or right only when the 95% range, about two standard errors either side, leaves out an even split; otherwise “No clear lean”.

Out of every pair of one person who scored 21, as it did, and one person from the reference group, the first placed themselves further left 50% of the time and further right 50%; a pair at the same placement counts half each way. With 364 people who scored 21, the true figure likely falls in the 95% range shown, which takes in an even split, so this may be no lean at all.

About Proportionality

The other foundation the MFQ-2 makes of the older questionnaire’s Fairness. The authors describe it as “concerned with rewards and punishments to be proportionate to merit and deservingness, and benefits to be calibrated to the amount of contribution.”

In the paper’s national samples, higher Proportionality went with placing oneself further right, though the paper describes the relationship as “inverse-U-shaped” rather than a straight line. It was also the foundation most strongly linked to being less religious.

In the paper’s online panel, whose members also took 18 other questionnaires, people who scored higher on Proportionality preferred distributing things by merit (r = .50), believed more that the world is just (.29), and gave more weight to success as a value (.22).

Source: Atari, Haidt, Graham, Koleva, Stevens & Dehghani (2023), “Morality beyond the WEIRD”, Journal of Personality and Social Psychology 125(5): the definition is the paper’s Table 2; the findings are from its national samples (the paper’s Study 2), 3,902 adults in 19 countries, who answered the same left-right question as the figure above, and its online panel (Study 3, Table 9), 1,410 adults, 82% of them American, who also took 18 other questionnaires. Study 3’s are correlations, from −1 to 1: 0 is no relationship, and a minus sign means one score falls as the other rises.

Loyalty

20th percentile 16 / 30 raw

“Intuitions about cooperating with ingroups and competing with outgroups.” (Atari et al., 2023)

How did the reference group score, and where did the people at each score place themselves?

This model's score Reference group median

Coloured by where the people at each score placed themselves

← left right →

Everyone in the reference group, by score and placement, before any comparison.

← leftleft-right placementright →

fewer peoplemore people

Did people who scored 16 place themselves further left or right than the reference group as a whole?

← leftright →

  • Shift more than chance
  • Within chance, for 176 people

Across the whole scale, does scoring higher on Loyalty go with the left or the right?

  • Further left
  • Further right
  • No clear lean
  • 95% range
  • Scored 16, as the model did

Each point is one score’s people compared with the whole reference group: out of every pair of one person with that score and one person from the reference group, how often the first placed themselves further left and how often further right, a pair at the same placement counting half each way. A point is red or blue only where its 95% range leaves out an even split. Scores fewer than 10 people had are left out.

Compared with the reference group as a whole, people who scored 16 placed themselves…

No clear lean 53% left · 47% right · 95% range 49%–57% left · 176 people

Called left or right only when the 95% range, about two standard errors either side, leaves out an even split; otherwise “No clear lean”.

Out of every pair of one person who scored 16, as it did, and one person from the reference group, the first placed themselves further left 53% of the time and further right 47%; a pair at the same placement counts half each way. With 176 people who scored 16, the true figure likely falls in the 95% range shown, which takes in an even split, so this may be no lean at all.

About Loyalty

One of the three foundations Moral Foundations Theory calls “binding”, which “are focused on preservation of group cohesion, maintaining boundaries for self and group, and binding individuals into larger groups and institutions.”

In the paper’s national samples, higher Loyalty went with placing oneself further right, and with being more religious, though both links were weaker than for Authority.

In the paper’s online panel, whose members also took 18 other questionnaires, people who scored higher on Loyalty described themselves as more loyal to their groups (r = .78), were more collectivist (.59), and gave more weight to loyalty and national and family security as values (.50).

Source: Atari, Haidt, Graham, Koleva, Stevens & Dehghani (2023), “Morality beyond the WEIRD”, Journal of Personality and Social Psychology 125(5): the definition is the paper’s Table 2; the findings are from its national samples (the paper’s Study 2), 3,902 adults in 19 countries, who answered the same left-right question as the figure above, and its online panel (Study 3, Table 9), 1,410 adults, 82% of them American, who also took 18 other questionnaires. Study 3’s are correlations, from −1 to 1: 0 is no relationship, and a minus sign means one score falls as the other rises.

Authority

20th percentile 18 / 30 raw

“Intuitions about deference toward legitimate authorities and the defense of traditions, all of which are seen as providing stability and fending off chaos.” (Atari et al., 2023)

How did the reference group score, and where did the people at each score place themselves?

This model's score Reference group median

Coloured by where the people at each score placed themselves

← left right →

Everyone in the reference group, by score and placement, before any comparison.

← leftleft-right placementright →

fewer peoplemore people

Did people who scored 18 place themselves further left or right than the reference group as a whole?

← leftright →

  • Shift more than chance
  • Within chance, for 257 people

Across the whole scale, does scoring higher on Authority go with the left or the right?

  • Further left
  • Further right
  • No clear lean
  • 95% range
  • Scored 18, as the model did

Each point is one score’s people compared with the whole reference group: out of every pair of one person with that score and one person from the reference group, how often the first placed themselves further left and how often further right, a pair at the same placement counting half each way. A point is red or blue only where its 95% range leaves out an even split. Scores fewer than 10 people had are left out.

Compared with the reference group as a whole, people who scored 18 placed themselves…

Further left 55% left · 45% right · 95% range 51%–58% left · 257 people

Called left or right only when the 95% range, about two standard errors either side, leaves out an even split; otherwise “No clear lean”.

Out of every pair of one person who scored 18, as it did, and one person from the reference group, the first placed themselves further left 55% of the time and further right 45%; a pair at the same placement counts half each way. With 257 people who scored 18, the true figure likely falls in the 95% range shown.

About Authority

One of the three foundations Moral Foundations Theory calls “binding”, which “are focused on preservation of group cohesion, maintaining boundaries for self and group, and binding individuals into larger groups and institutions.”

Of the six, it had the strongest link to placing oneself on the right. Higher Authority also went with being more religious.

In the paper’s online panel, whose members also took 18 other questionnaires, people who scored higher on Authority gave more weight to tradition, obedience and respect as values (r = .76) and scored higher on right-wing authoritarianism (.69). The authors expected them to score lower on left-wing authoritarianism too, and they did not (.06): the one prediction of eighteen that failed.

Source: Atari, Haidt, Graham, Koleva, Stevens & Dehghani (2023), “Morality beyond the WEIRD”, Journal of Personality and Social Psychology 125(5): the definition is the paper’s Table 2; the findings are from its national samples (the paper’s Study 2), 3,902 adults in 19 countries, who answered the same left-right question as the figure above, and its online panel (Study 3, Table 9), 1,410 adults, 82% of them American, who also took 18 other questionnaires. Study 3’s are correlations, from −1 to 1: 0 is no relationship, and a minus sign means one score falls as the other rises.

Purity

5th percentile 8 / 30 raw

“Intuitions about avoiding bodily and spiritual contamination and degradation.” (Atari et al., 2023)

How did the reference group score, and where did the people at each score place themselves?

This model's score Reference group median

Coloured by where the people at each score placed themselves

← left right →

Everyone in the reference group, by score and placement, before any comparison.

← leftleft-right placementright →

fewer peoplemore people

Did people who scored 8 place themselves further left or right than the reference group as a whole?

← leftright →

  • Shift more than chance
  • Within chance, for 126 people

Across the whole scale, does scoring higher on Purity go with the left or the right?

  • Further left
  • Further right
  • No clear lean
  • 95% range
  • Scored 8, as the model did

Each point is one score’s people compared with the whole reference group: out of every pair of one person with that score and one person from the reference group, how often the first placed themselves further left and how often further right, a pair at the same placement counting half each way. A point is red or blue only where its 95% range leaves out an even split. Scores fewer than 10 people had are left out.

Compared with the reference group as a whole, people who scored 8 placed themselves…

Further left 67% left · 33% right · 95% range 63%–72% left · 126 people

Called left or right only when the 95% range, about two standard errors either side, leaves out an even split; otherwise “No clear lean”.

Out of every pair of one person who scored 8, as it did, and one person from the reference group, the first placed themselves further left 67% of the time and further right 33%; a pair at the same placement counts half each way. With 126 people who scored 8, the true figure likely falls in the 95% range shown.

About Purity

One of the three foundations Moral Foundations Theory calls “binding”, which “are focused on preservation of group cohesion, maintaining boundaries for self and group, and binding individuals into larger groups and institutions.”

Of the six, it was the most strongly linked to religiosity, and the most strongly related to a population’s cultural distance from the United States: people in less WEIRD (Western, educated, industrialized, rich and democratic) populations endorsed it substantially more. Its link to placing oneself on the right was the weakest of the three binding foundations.

It is also the one foundation whose scores the authors caution against comparing between countries, because its items did not work the same way in every country; the item about treating the body “like a temple” least of all.

In the paper’s online panel, whose members also took 18 other questionnaires, people who scored higher on Purity were more religious (r = .72), gave more weight to cleanliness, devoutness and self-discipline as values (.72), and were more easily disgusted (.40).

Source: Atari, Haidt, Graham, Koleva, Stevens & Dehghani (2023), “Morality beyond the WEIRD”, Journal of Personality and Social Psychology 125(5): the definition is the paper’s Table 2; the findings are from its national samples (the paper’s Study 2), 3,902 adults in 19 countries, who answered the same left-right question as the figure above, and its online panel (Study 3, Table 9), 1,410 adults, 82% of them American, who also took 18 other questionnaires. Study 3’s are correlations, from −1 to 1: 0 is no relationship, and a minus sign means one score falls as the other rises.

Percentiles come from the MFQ-2 paper's national samples from 19 countries and its online panel (N = 5,312, collected 2021-05 (national samples), 2021-09 (online panel)).

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