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Measuring inequality of opportunity with imperfect data: the case of Turkey

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  • Francisco Ferreira

    ()

  • Jérémie Gignoux
  • Meltem Aran

Abstract

The measurement of inequality of opportunity has hitherto not been attempted in a number of countries because of data limitations. This paper proposes two alternative approaches to circumventing the missing data problems in countries where a demographic and health survey and an ancillary household expenditure survey are available. One method relies only on the demographic and health survey, and constructs a wealth index as a measure of economic advantage. The alternative method imputes consumption from the ancillary survey into the demographic and health survey. In both cases, the between-type share of overall inequality is computed as a lower bound estimator of inequality of opportunity. Parametric and non-parametric estimates are calculated for both methods, and the parametric approach is shown to yield preferable lower-bound measures. In an application to the sample of ever-married women aged 30-49 in Turkey, inequality of opportunity accounts for at least 26 percent (31 percent) of overall inequality in imputed consumption (the wealth index).

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File URL: http://hdl.handle.net/10.1007/s10888-011-9169-0
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Bibliographic Info

Article provided by Springer in its journal The Journal of Economic Inequality.

Volume (Year): 9 (2011)
Issue (Month): 4 (December)
Pages: 651-680

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Handle: RePEc:kap:jecinq:v:9:y:2011:i:4:p:651-680

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Web page: http://springerlink.metapress.com/link.asp?id=111137

Related research

Keywords: Inequality of opportunity; Wealth index; Imputed consumption; Turkey; D31; D63; J62;

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References

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  1. repec:ese:iserwp:2005-15 is not listed on IDEAS
  2. Marrero, Gustavo A. & Rodríguez, Juan G., 2013. "Inequality of opportunity and growth," Journal of Development Economics, Elsevier, vol. 104(C), pages 107-122.
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  12. Stanislav Kolenikov & Gustavo Angeles, 2009. "Socioeconomic Status Measurement With Discrete Proxy Variables: Is Principal Component Analysis A Reliable Answer?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(1), pages 128-165, 03.
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  16. Marc Fleurbaey & Vito Peragine, 2009. "Ex ante versus ex post equality of opportunity," Working Papers 141, ECINEQ, Society for the Study of Economic Inequality.
  17. Daniele Checchi & Vito Peragine, 2010. "Inequality of opportunity in Italy," Journal of Economic Inequality, Springer, vol. 8(4), pages 429-450, December.
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Citations

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Cited by:
  1. Brunori, Paolo & Ferreira, Francisco H. G. & Peragine, Vito, 2013. "Inequality of Opportunity, Income Inequality and Economic Mobility: Some International Comparisons," IZA Discussion Papers 7155, Institute for the Study of Labor (IZA).
  2. Francisco H. G. Ferreira & Jérémie Gignoux, 2011. "The measurement of educational inequality: Achievement and opportunity," Working Papers 240, ECINEQ, Society for the Study of Economic Inequality.
  3. repec:hal:wpaper:halshs-00646594 is not listed on IDEAS
  4. Caner, Asena & Okten, Cagla, 2013. "Higher education in Turkey: Subsidizing the rich or the poor?," Economics of Education Review, Elsevier, vol. 35(C), pages 75-92.
  5. Djavad Salehi-Isfahani & Nadia Belhaj Hassine, 2012. "Equality of Opportunity in Education in the Middle East and North Africa," Working Papers e07-33, Virginia Polytechnic Institute and State University, Department of Economics.
  6. Asmus Zoch, 2013. "Life chances and class: Estimating inequality of opportunity in South Africa for various life stages," Working Papers 08/2013, Stellenbosch University, Department of Economics.
  7. RAMOS, Xavier & VAN DE GAER, Dirk, 2012. "Empirical approaches to inequality of opportunity: principles, measures, and evidence," CORE Discussion Papers 2012026, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
  8. Gustavo A. Marrero & Juan G. Rodriguez, 2014. "Inequality and development: the role of opportunities and free-will," Working Papers 327, ECINEQ, Society for the Study of Economic Inequality.
  9. Ferreira, Francisco H. G. & Lakner, Christoph & Lugo, Maria Ana & Ozler, Berk, 2014. "Inequality of opportunity and economic growth : a cross-country analysis," Policy Research Working Paper Series 6915, The World Bank.
  10. Alexandru Cojocaru, 2011. "Inequality and well-being in transition economies: A non-experimental test of inequality aversion," Working Papers 238, ECINEQ, Society for the Study of Economic Inequality.
  11. Florence Jusot & Sabine Mage & Marta Menendez, 2014. "Inequality of Opportunity in Health in Indonesia," Working Papers DT/2014/06, DIAL (Développement, Institutions et Mondialisation).
  12. John E. Roemer & Alain Trannoy, 2014. "Equality of Opportunity," Levine's Working Paper Archive 786969000000000914, David K. Levine.
  13. Francisco H. G. Ferreira & Jérémie Gignoux, 2011. "The Measurement of Educational Inequality: Achievement and Opportunity," PSE Working Papers halshs-00646594, HAL.
  14. David Orlando Ruiz Castro, 2011. "Desigualdad de Oportunidades en Colombia," DOCUMENTOS DE TRABAJO-CIDSE 011061, UNIVERSIDAD DEL VALLE - CIDSE.
  15. Narayan, Ambar & Saavedra-Chanduvi, Jaime & Tiwari, Sailesh, 2013. "Shared prosperity : links to growth, inequality and inequality of opportunity," Policy Research Working Paper Series 6649, The World Bank.

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