Causal bias in measures of inequality of opportunity

Synthese 200 (6):1-31 (2022)
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Abstract

In recent decades, economists have developed methods for measuring the country-wide level of inequality of opportunity. The most popular method, called the ex-ante method, uses data on the distribution of outcomes stratified by groups of individuals with the same circumstances, in order to estimate the part of outcome inequality that is due to these circumstances. I argue that these methods are potentially biased, both upwards and downwards, and that the unknown size of this bias could be large. To argue that the methods are biased, I show that they ought to measure causal or counterfactual quantities, while the methods are only capable of identifying correlational information. To argue that the bias is potentially large, I illustrate how the causal complexity of the real world leads to numerous non-causal correlations between circumstances and outcomes and respond to objections claiming that such correlations are nonetheless indicators of unfair disadvantage, that is, inequality of opportunity.

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Lennart B. Ackermans
Erasmus University Rotterdam

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References found in this work

Causality.Judea Pearl - 2000 - New York: Cambridge University Press.
Equality and equal opportunity for welfare.Richard J. Arneson - 1989 - Philosophical Studies 56 (1):77 - 93.
Sovereign Virtue: The Theory and Practice of Equality.R. M. Dworkin - 2002 - Philosophical Quarterly 52 (208):377-389.
Equality and Equal Opportunity for Welfare.Richard Arneson - 1997 - In Louis P. Pojman & Robert Westmoreland (eds.), Equality: Selected Readings. Oup Usa.

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