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Measurement of inequality of opportunity based on counterfactuals

Author

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  • Dirk Van de gaer

    (Department of Social Economics, Ghent University, Belgium)

  • Xavier Ramos

    (Depart Econ Aplicada, Universitat Autonoma de Barcelona, Spain)

Abstract

The theoretical literature on inequality of opportunity formulates basic properties that measures of inequality of opportunity should have. Standard methods for the measurement of inequality of opportunity require the construction of counterfactual outcome distributions through statistical methods. We show that, when standard parametric procedures are used to construct the counterfactuals, the specification used determines whether the resulting measures of inequality of opportunity satisfy the basic properties.

Suggested Citation

  • Dirk Van de gaer & Xavier Ramos, 2015. "Measurement of inequality of opportunity based on counterfactuals," Working Papers 388, ECINEQ, Society for the Study of Economic Inequality.
    • Handle: RePEc:inq:inqwps:ecineq2015-388
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    References listed on IDEAS

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    1. Bossert W., 1996. "Redistribution mechanisms based on individual characteristics," Mathematical Social Sciences, Elsevier, vol. 31(1), pages 51-51, February.
    2. repec:dau:papers:123456789/1552 is not listed on IDEAS
    3. Judith Niehues & Andreas Peichl, 2014. "Upper bounds of inequality of opportunity: theory and evidence for Germany and the US," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 43(1), pages 73-99, June.
    4. Roland Luttens & Dirk gaer, 2007. "Lorenz Dominance and Non-welfaristic Redistribution," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 28(2), pages 281-302, February.
    5. Xavier Ramos & Dirk gaer, 2016. "Approaches To Inequality Of Opportunity: Principles, Measures And Evidence," Journal of Economic Surveys, Wiley Blackwell, vol. 30(5), pages 855-883, December.
    6. Francisco H. G. Ferreira & Vito Peragine, 2015. "Equality of opportunity: Theory and evidence," Working Papers 359, ECINEQ, Society for the Study of Economic Inequality.
    7. Marc Fleurbaey & François Maniquet, 2005. "Fair social orderings when agents have unequal production skills," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 24(1), pages 93-127, September.
    8. Fleurbaey, Marc & Schokkaert, Erik, 2009. "Unfair inequalities in health and health care," Journal of Health Economics, Elsevier, vol. 28(1), pages 73-90, January.
    9. Almås, Ingvild & Cappelen, Alexander W. & Lind, Jo Thori & Sørensen, Erik Ø. & Tungodden, Bertil, 2011. "Measuring unfair (in)equality," Journal of Public Economics, Elsevier, vol. 95(7), pages 488-499.
    10. Donal O'Neill & Olive Sweetman & Dirk van de gaer, 1999. "Equality of Opportunity and Kernel Density Estimation: An Application to Intergenerational Mobility," Economics Department Working Paper Series n950999, Department of Economics, National University of Ireland - Maynooth.
    11. Barnett,William A. & Moulin,Hervé & Salles,Maurice & Schofield,Norman J. (ed.), 1995. "Social Choice, Welfare, and Ethics," Cambridge Books, Cambridge University Press, number 9780521443401, September.
    12. Francisco H. G. Ferreira & Jérémie Gignoux, 2014. "The Measurement of Educational Inequality: Achievement and Opportunity," The World Bank Economic Review, World Bank, vol. 28(2), pages 210-246.
    13. Layard, R. & Mayraz, G. & Nickell, S., 2008. "The marginal utility of income," Journal of Public Economics, Elsevier, vol. 92(8-9), pages 1846-1857, August.
    14. Gandelman, Néstor & Hernández-Murillo, Rubén, 2013. "What do happiness and health satisfaction data tell us about relative risk aversion?," Journal of Economic Psychology, Elsevier, vol. 39(C), pages 301-312.
    15. Brunori, Paolo & Peragine, Vito & Serlenga, Laura, 2012. "Fairness in education: The Italian university before and after the reform," Economics of Education Review, Elsevier, vol. 31(5), pages 764-777.
    16. Gustavo A. Marrero & Juan Gabriel Rodríguez, 2012. "Inequality of Opportunity in Europe," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 58(4), pages 597-621, December.
    17. Pedro Rosa Dias, 2009. "Inequality of opportunity in health: evidence from a UK cohort study," Health Economics, John Wiley & Sons, Ltd., vol. 18(9), pages 1057-1074, September.
    18. Alain Trannoy & Sandy Tubeuf & Florence Jusot & Marion Devaux, 2010. "Inequality of opportunities in health in France: a first pass," Health Economics, John Wiley & Sons, Ltd., vol. 19(8), pages 921-938, August.
    19. François Bourguignon & Francisco H. G. Ferreira & Marta Menéndez, 2007. "Inequality Of Opportunity In Brazil," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 53(4), pages 585-618, December.
    20. Raj Chetty & Nathaniel Hendren & Patrick Kline & Emmanuel Saez & Nicholas Turner, 2014. "Is the United States Still a Land of Opportunity? Recent Trends in Intergenerational Mobility," American Economic Review, American Economic Association, vol. 104(5), pages 141-147, May.
    21. Francisco H. G. Ferreira & Jérémie Gignoux, 2011. "The Measurement Of Inequality Of Opportunity: Theory And An Application To Latin America," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 57(4), pages 622-657, December.
    22. Fleurbaey, Marc & Michel, Philippe, 2001. "Transfer principles and inequality aversion, with an application to optimal growth," Mathematical Social Sciences, Elsevier, vol. 42(1), pages 1-11, July.
    23. Miguel Foguel & Fernando Veloso, 2014. "Inequality of opportunity in daycare and preschool services in Brazil," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 12(2), pages 191-220, June.
    24. Nicolas Pistolesi, 2009. "Inequality of opportunity in the land of opportunities, 1968–2001," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 7(4), pages 411-433, December.
    25. Nadia Belhaj Hassine, 2012. "Inequality of Opportunity in Egypt," The World Bank Economic Review, World Bank, vol. 26(2), pages 265-295.
    26. Francisco H.G. Ferreira & Jérémie Gignoux, 2011. "The Measurement of Inequality of Inequality of Opportunity: Theory and an Application to Latin America," Post-Print halshs-00754503, HAL.
    27. Marc Fleurbaey & Vito Peragine, 2013. "Ex Ante Versus Ex Post Equality of Opportunity," Economica, London School of Economics and Political Science, vol. 80(317), pages 118-130, January.
    28. repec:hal:pseose:halshs-01030825 is not listed on IDEAS
    29. Fleurbaey, Marc, 2012. "Fairness, Responsibility, and Welfare," OUP Catalogue, Oxford University Press, number 9780199653591.
    30. Fleurbaey,Marc & Maniquet,François, 2011. "A Theory of Fairness and Social Welfare," Cambridge Books, Cambridge University Press, number 9780521887427.
    31. Raj Chetty & Nathaniel Hendren & Patrick Kline & Emmanuel Saez, 2014. "Where is the land of Opportunity? The Geography of Intergenerational Mobility in the United States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1553-1623.
    32. Branko Milanovic, 2015. "Global Inequality of Opportunity: How Much of Our Income Is Determined by Where We Live?," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 452-460, May.
    33. Kurt Devooght, 2008. "To Each the Same and to Each his Own: A Proposal to Measure Responsibility‐Sensitive Income Inequality," Economica, London School of Economics and Political Science, vol. 75(298), pages 280-295, May.
    34. Owen O'Donnell & Eddy Van Doorslaer & Tom Van Ourti, 2013. "Health and Inequality," Tinbergen Institute Discussion Papers 13-170/V, Tinbergen Institute.
    35. Daniele Checchi & Vito Peragine, 2010. "Inequality of opportunity in Italy," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 8(4), pages 429-450, December.
    36. Ashish Singh, 2012. "Inequality Of Opportunity In Earnings And Consumption Expenditure: The Case Of Indian Men," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 58(1), pages 79-106, March.
    37. Marc Fleurbaey & Walter Bossert, 1996. "Redistribution and compensation (*)," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 13(3), pages 343-355.
    38. M. Fleurbaey & F. Maniquet, 2008. "Fair social orderings," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 34(1), pages 25-45, January.
    39. repec:dau:papers:123456789/268 is not listed on IDEAS
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    More about this item

    Keywords

    Counterfactuals; inequality measurement; opportunities.;
    All these keywords.

    JEL classification:

    • D3 - Microeconomics - - Distribution
    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General

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