Discrimination versus prejudice

Bryan Caplan posts, insightfully as ever, on statistical discrimination. There’s one issue here, though, that troubles me. Just how robust is the distinction between statistical discrimination - generalizing from personal experience to form stereotypes about the members of different ethnic groups - and narrow-minded prejudice?

The problem arises because very few people reason correctly about statistics.

One big problem is that the media almost never report statistics accurately. Take this from the Sunday Times:

Although black people make up around 10% of London's population, they are involved (sic) in a staggering 70% of the city's shooting incidents.

We’re invited to infer that blacks are hugely involved in gun crime. Let’s unbundle the numbers.

In the last 12 months, the Met reckons there were 3819 crimes involving guns. These include offences where a firearm was seen – let alone used – and where the firearm was fake or an airgun.

Let’s assume two people – a target and an aggressor - were “involved” in each incident, and that there were no repeat targets or aggressors*. That gives us a total of 7638 people involved in gun crime. On the Sunday Times numbers, 5347 of these were black and 2291 non-black.

Now, there are 7,421,228 people in London. On the Sunday Times figures, 742,123 are black and 6,679,105 non-black.

So, the proportion of blacks “involved” in gun crime in the last 12 months is 5347 out of 742,123 – 721 per 100,000.

The proportion of non-blacks involved is 2291 in 6,679,105 – 34 per 100,000.

So, blacks are indeed more likely to be “involved” in gun crime – 21 times more likely in dead-tree-speak, or by 687 per 100,000 in more reasonable terms.

Statistical discrimination tells us to associate blacks, more than non-blacks, with gun crime.

But is this a big difference? In another sense, blacks and non-blacks have an enormous amount in common, in that neither are likely to see either end of a gun. 99,279 out of 100,000 blacks were not “involved” in gun crime last year. And 99,966 non-blacks were not “involved.”

But then, the line “blacks overwhelmingly unlikely to be involved in gun crime” isn’t much of a headline.

We shouldn’t, though, blame only the media for encouraging excessive statistical discrimination. There are other biases involved

1. The salience heuristic. People draw stronger inferences than they should from prominent information. So, if a black man shoots someone, they infer that blacks are more likely to shoot people. But they fail to draw inferences from the millions of everyday ordinary acts of black people. This problem becomes especially severe if groups are segregated from each other. Then, acts of violence are likely to be disproportionately the only times that whites see blacks, or Jews see Arabs.

2. Framing effects. Say a 6’4” black man who works as doorman shoots someone. People will call this a “black crime,” and draw inferences. But why not call it a “tall crime”, and infer that tall people are a menace? Or a "doorman crime"? There are fewer tall people or doormen than black ones, so – on this datum – the proportion of tall people or doormen who are criminals is higher than the proportion of blacks. Why focus on colour, unless it is because there's some back-story to warrant doing so?

3. Conservatism bias. Once people have a view, they stick to it to a greater extent that they should. The man who believes blacks are likely to be muggers ignores the huge majority of blacks who don’t mug him.

In practice, then, many instances of statistical discrimination are intellectually wrong. In particular, they exaggerate the differences between blacks and whites.

Which raises the question. Is there a point at which intellectual error becomes a moral error?

* this is unrealistic, but it probably biases the figures against my point. And I’ll take the Sunday Times figures on blacks at face value, rather than get into issues of racial categorization.

Comments

[Laban]

Be fair

a) it's all a matter of presentation. While it's true that most black people (and brown/white/yellow/burnt umber) don't commit gun crime, according to your figures if someone shoots at you in Lonon it's 2/1 on that they'll be black.

b) whatever prejudice inforems the presentation can work both ways. 'Anti-racist campaigners' will frequently quote figures to the effect that a black/brown person is x times more likely to be the victtim of a racially-motivated attack than a white person. It's true. However, as Trevor Phillips has recently bemoaned, large numbers of white people never see a black person from one week to the next - considerably reducing the chances of being attacked by one. The same figures will also show that a black/brown person is y times more likely than their white counterpart to carry out a racist attack. and both figures are true.

I looked at the difficulty of analysing such statistics at

http://www.ukcommentators.blogspot.com/2005_07_31_ukcommentators_archive.html#112275361256704370

[Curious]

"The same figures will also show that a black/brown person is y times more likely than their white counterpart to carry out a racist attack. "

...Wow!!!

Here we have the two types on people in society. CASE IN POINT.

Type one: Stumbling and mumbling.
Tell the truth like it is. This makes a stronger case in this particular point because Chris Dillow is not black.

Type two: Laban.
Somewhat appear to have taken it personally as though to suggest that he/she has an underlying issue in this area of discussion.

Fact:
Chris is simply talking aloud and YES, he has hit the nail squarely on the head. The reaction by Laban "Be fair" is very misplaced because Chris is being extremenly fair.

Given the above, one would rightfully or wrongfully infer that Laban's idea of fairness would be what Chris (and I on this point) would deem unfair.

I have come across a great many in society of the Laban persuasion. My question is, why do such truths unsettle you so much?

[Monjo]

It seems like Glass Half Full vs Glass Half Empty really. One way tries to emphasise how little crime there is, the other how much. One way tries to suggest we are all about the same, the other suggests certain groups of people are more likely to commit certain forms of crime.

100 per cent of the London bombers was Muslim
Yet if there's 1,000,000 Muslims in the UK and only 50 people were involved in the bombing (planning/organising; deployed) then it is true that's 999,950 innocent Muslims.
However, it doesn't chage the fact that 100 per cent of terrorists in England this year have been Muslim.

Another way to present Chris's stat is blacks are 700 per cent more likely to be involved in gun crime than the average Londoner.

As a final note, even blacks recognise the problem with black male youths and gun crime. If we looked at gun crime for just black males from 18-30 I bet the stat would start to look a bit more worrying than 721 in 100,000. How many more carry a gun w/o committing a crime?

[Innocent Abroad]

Presumably the point of quoting statistics is to bolster a case for public policy and/or individuals' behaviour to go in a particular direction... I look forward to the figures disaggregating Africans from Afro-Caribbeans and among the latter Jamaicans and non-Jamaicans... well, actually I don't because they wouldn't tell me anything useful.

But the media still churn out daft stories, like the one in to-day's Guardian linking breast cancer to lefthandedness. And we all know why.

[JohnM]

It's not that I disagree with the point that statistics are misused or misquoted. You just pick a lousy subject with which to illustrate it.

In reality the Times statistics are quite correct. Your real problem is with the supposed effect they will have on the reader. This seems rather arrogant: apparently you alone are blessed with the ability to deconstruct the truth behind the statistics and I doubt you needed to be spoon fed "most black men are not murderers" in order to not become a racist.

Much black on black murder would seem to be the tip of an iceberg containing gang wars, street violence, drug selling and addiction, low educational achievement and fatherless children. We might ask how this comes about. Could some social factor such as ghetto culture play a negative part in this? Alternately we might blame the whole lot on racism. Might be a bit tricky to explain how West Africans tend to do better than whites. Must be those unsophisticated Times readers - too dumb to deconstruct stats but brilliant at creating a nuanced racism that can ensure that Ghanians succeed, while West Indians fail.

And thats what irritates me about the post. You seem to be transforming the very current problem of black on black crime into a largely won problem of racism.