Showing posts with label social class. Show all posts
Showing posts with label social class. Show all posts

Monday, July 08, 2024

Elites are not like us


A young member of the British elite - by OpenArt

When I was a teen, commuting to grammar school from my working class housing estate, I thought people like my teachers and the parents of my school-friends were a separate species from my working class community.

  • Middle-class people were polite, pleasant, organised and thoughtful. They could follow a train of thought with interest and contribute with sophistication.
  • By contrast the working-class people of my acquaintance seemed loud and boisterous, crass in their humour, impulsive and easily distracted. No conversations about ideas.

Gemini tells me that there are correlations between socioeconomic status (SES) and the Big Five personality traits.

“Here's a summary of the findings:

    • Conscientiousness and Agreeableness: Individuals from higher SES backgrounds tend to score higher on conscientiousness (organized, disciplined) and agreeableness (cooperative, helpful).
    • Extraversion and Openness: Studies suggest a positive association between SES and extraversion (outgoing, sociable) and openness to experience (intellectual, curious).
    • Neuroticism: Lower SES is linked with higher scores on neuroticism (anxious, tense).”

This class-sorting by personality type is accompanied by an IQ gradient (of almost 2 SD). With assortative mating - recall that personality traits and IQ have heritability greater than 50% - this inexorably leads in the direction of a persistent caste system. Indeed, as Gregory Clark has shown ('The Son Also Rises'), social mobility in modern societies is already far less than most people imagine.

Another reason why populism, the revolt of the dispossessed, can never win, merely providing shock troops for cynical, shameless, but aspirational elite members jockeying for their own place at the summit.

Tuesday, May 17, 2016

How unfair is access to university education?

The Times today has a leader, "First-Degree Burn", where they state:
"With notable exceptions, Britain’s universities are still not doing enough to attract poor students. English 18-year-olds from the most advantaged 20 per cent of backgrounds are still more than six times more likely to attend a top university than those from the least advantaged 20 per cent.

"Jo Johnson, the universities’ minister, calls this unacceptable and he is right."
In fact he is quite wrong.

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Suppose 'advantage' is normally distributed in the UK population (it is not - more later) and suppose it correlates pretty well with IQ (which seems more reasonable).

Then the top 20% would have a mean IQ of 121 and their children (regressing to the mean) an average IQ of 117. *

The bottom 20% would be a symmetrical story, the left side of the bell curve. Their mean IQ would be 79 and their children's an improving 84 (83.2 but let's round up).

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The Times mentions 'a top university', by which they most likely mean the Russell Group. The IQ needed to get into a Russell Group university is estimated to be 120.
 - Given a population with average IQ of 117, you would expect 42% to be eligible to meet the 120 cut-off.

 - Given a population with an average IQ of 84, you would expect 0.8% to be smart enough to meet the IQ 120 cut-off for the Russell Group.
That's a ratio of 42/0.8 = 52.5 - far worse than the lamentable six to one quoted by The Times.

The problem is with the financial-advantage model. The disadvantage-advantage distribution is far from normal; a small minority are very well off while a very large minority share a lowish level of income which is conventionally described as 'disadvantaged'.

What IQ amongst the 'disadvantaged' would replicate The Times' statistic of six to one?

A 'disadvantaged ' IQ of 98.

A population with an average child's IQ of 98 would have around 7% with an IQ at or above 120 - and thus be eligible to attend a 'top university'.

Since 98 is pretty much the average IQ of the mass of people in the UK, The Times' figures do not surprise me at all - they're exactly what we should expect.

And for that reason, despite any confected outrage or exciting new policies, I don't expect them to alter at all, short of crashing admission standards. **

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* If you're wondering where all these figures came from, we're applying truncation selection ideas which were explained in detail here.



The first part of the calculation goes like this:

Talking about the top 20% of the population for IQ (mean = 100, std. dev. = 15) we have p = 20% = 0.2. This is the area we are 'breeding from', the top 20%.

The mean IQ of this group S = 100 + std. dev. * i(p) = 100 + 15 * 1.4 = 121,

... where we look up i = i(p) = i(0.2) = 1.4  in the table.

Using an IQ heritability of 0.8, the mean children's IQ = R = 100 + 0.8 * 21 = 116.8 = 117,

... reversion to the mean.

A symmetrical calculation give us the story for the bottom 20%

The rest is just putting numbers into the normal distribution.

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** If pushed I'd say that the above analysis makes both the affluent and disadvantaged children too smart. As a reality check, what if we made the mean IQ of the advantaged kids 115 (1 sigma up) and the disadvantaged kids 95 (one third of a sigma down)? That sounds more like it.

Then 40% of the 'rich' kids could get into a Russell Group university, and 5% of the 'poor' kids. That's a ratio of eight to one. And The Times did hint that the ratio was worse than 6:1 ...

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More bad science from The Times.

Sunday, March 22, 2015

Social class differences in IQ

Since life is an IQ test it follows that in a meritocracy the upper echelons of society will be brighter than those at the bottom. How much brighter?

Details were documented by Bruce Charlton (see below). You would have thought that the public policy implications would be of great importance leading to intense public debate. But then, that might make some people feel bad.

Anyway, here's Charlton's answer to the question posed above.
"Typically, the average IQ of the highest occupational Social Class (SC) - mainly professional and senior managerial workers such as professors, doctors and bank managers - is 115 or more when social class is measured precisely, and about 110 when social class is measured less precisely (eg. mixing-in lower status groups such as teachers and middle managers).

"By comparison, the average IQ of the lowest social class of unskilled workers is about 90 when measured precisely, or about 95 when measured less precisely (eg. mixing-in higher social classes such as foremen and supervisors or jobs requiring some significant formal qualification or training)."
And here's an excerpt from his paper.
Social class differences in IQ: implications for the government’s ‘fair access’ political agenda

Bruce G Charlton

"Since ‘the Laura Spence Affair’ in 2000, the UK government has spent a great deal of time and effort in asserting that universities, especially Oxford and Cambridge, are unfairly excluding people from low social class backgrounds and privileging those from higher social classes. Evidence to support the allegation of systematic unfairness has never been presented, nevertheless the accusation has been used to fuel a populist ‘class war’ agenda.

"Yet in all this debate a simple and vital fact has been missed: higher social classes have a significantly higher average IQ than lower social classes.

"The exact size of the measured IQ difference varies according to the precision of definitions of social class – but in all studies I have seen, the measured social class IQ difference is substantial and of significance and relevance to the issue of university admissions.

The existence of substantial class differences in average IQ seems to be uncontroversial and widely accepted for many decades among those who have studied the scientific literature. And IQ is highly predictive of a wide range of positive outcomes in terms of educational duration and attainment, attained income levels, and social status (see Deary – Intelligence, 2001).

"This means that in a meritocratic university admissions system there will be a greater proportion of higher class students than lower class students admitted to university.

"What is less widely understood is that – on simple mathematical grounds – it is inevitable that the differential between upper and lower classes admitted to university will become greater the more selective is the university.

***

"There have been numerous studies of IQ according to occupational social class, stretching back over many decades. In the UK, average IQ is 100 and the standard deviation is 15 with a normal distribution curve.

"Social class is not an absolute measure, and the size of differences between social classes in biological variables (such as health or life expectancy) varies according to how socio-economic status is defined (eg. by job, income or education) and also by how precisely defined is the socio-economic status (for example, the number of categories of class, and the exactness of the measurement method – so that years of education or annual salary will generate bigger differentials than cruder measures such as job allocation, postcode deprivation ratings or state versus private education).

"In general, the more precise the definition of social class, the larger will be the measured social class differences in IQ and other biological variables.

"The non-symmetrical distribution of high and low social class around the average of 100 is probably due to the fact that some of the highest IQ people can be found doing unskilled jobs (such as catering or labouring) but the lowest IQ people are very unlikely to be found doing selective-education-type professional jobs (such as medicine, architecture, science or law).

"In round numbers, there are differences of nearly two standard deviations (or 25 IQ points) between the highest and lowest occupational social classes when class is measured precisely; and about one standard deviation (or 15 IQ points) difference when social class (SC) is measured less precisely.

"I will use these measured social class IQ differences of either one or nearly two standard deviations to give upper and lower bounds to estimates of the differential or ratio of upper and lower social classes we would expect to see at universities of varying degrees of selectivity.

"We can assume that there are three types of universities of differing selectivity roughly corresponding to some post-1992 ex-polytechnic universities; some of the pre-1992 Redbrick or Plateglass universities (eg. the less selective members of the Russell Group and 1994 Group), and Oxbridge.

"The ‘ex-poly’ university has a threshold minimum IQ of 100 for admissions (ie. the top half of the age cohort of 18 year olds in the population – given that about half the UK population now attend a higher education institution), the ‘Redbrick’ university has a minimum IQ of 115 (ie. the top 16 percent of the age cohort); while ‘Oxbridge’ is assumed to have a minimum IQ of about 130 (ie. the top 2 percent of the age cohort).
...
"When social class is measured precisely, it can be seen that the expected Highest SC to Lowest SC differential would probably be expected to increase from about three-fold (when the percentages at university are compared with the proportions in the national population) in relatively unselective universities to more than thirty-fold at highly selective universities.

"When using a more conservative assumption of just one standard deviation in average IQ between upper (IQ 110) and lower (IQ 95) social classes there will be significant differentials between Highest and Lowest social classes, increasing from two-fold at the ‘ex-poly’ through four-fold at the ‘Redbrick’ university to nine-fold at ‘Oxbridge’.

"In other words, according to social class definitions, the average child from the highest social class is from nine-to-thirty times more likely to qualify for admission to a highly selective university than the average child from the lowest social class."
So that was back in 2008. And seven years later, politicians are still not conceding the inevitability of elitism or that the unskilled labouring classes are, on average, not too bright.

Amazing.