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Liberty in Context
And here's the rub: there are no "people", just a vast collection of individual persons. Every life is someone's "my life."
It would be interesting to replace "genetic advantage" with other differences like: "works harder", "has better luck", "knows the right people".
It would also be interesting to ask direct policy questions -- e.g. "should we fully redistribute genetically-based income inequalities until everyone's equal?"
It's fascinating how belief seems to be such a complex and context-specific thing. Totally unlike logic.
I wonder if the difference between the two beliefs comes down to incentives (a la Bryan Caplan's analysis of political irrationality). That is, who cares if I have the wrong abstract belief? What does it matter to me? Then, people are free to have whatever belief makes them feel good.
That's the biggest difference between "left" and "right". The left believes life can be made fair. I'm not so sure.
However, it does make you think doesn't it. Will advances in genetics mean that soon, "From each according to his ability, to each according to his need" will become a realistic policy, without the potential for disincentive effects?
This is not to say that we should never correct any instances of misfortune, but there is a moral difference between the brute facts of nature, which can only be unfortunate, and the deliberate actions of other individuals, which are the only things properly called unfair. Nature doesn't know "fair" and "unfair," which are concepts of justice.
Also, I wonder if the experimental data has anything to do with the remarkable success of anti-egalitarianism in fiction, as compared to anti-egalitarianism as an operating philosophy for the man on the street. Plenty of people read and like Ayn Rand's novels, but can't accept the abstract principles they advocate.
If someone accidentally runs me over, that may not be "unfair" given Jason's definition, but perhaps retribution is in order.
On the other hand, you might say that "retribution for random vagaries of life" is the job of a private insurance market.
Finally, luck plays a role in the genetic (and environmental) lottery, of course. Who's to say whether I will be born talented and advantaged in a Western democracy in the suburbs, or mentally challenged somewhere, or in a shantytown in a third world country?
I strongly believe that some retribution is in order for being dealt a crappier hand in life. Think of it as insurance for being born. This may be something the government is more suited for.
My initial reaction about the two cases is that the effect arises because the mental model of "fairness" that people use demands that they decide whether the inputs justify the outputs. In the abstract case, with only an unearned genetic gift as input and additional money as output, it seems clear that there is little reason to say the additional money is merited.
In the concrete case, the subject is give the chance to mentally balance the additional money against a positive service provided. The subject is able to view the higher quality performance of the one singer as something which can merit the positive reward.
Contrary to Robin Hanson, I don't think art has anything to do with the result. I think we'd get the same result in a concrete case with a bigger, stronger dockworker - due solely to genetic endowment - getting paid more.