Analysis of group performance with categorical data when agents are heterogeneous: The case of compulsory education in the OECD
This paper analyses the evaluation of the relative performance of a set of groups when their outcomes are defined in terms of categorical data and the groups’ members are heterogeneous. This type of problem has been dealt with in Herrero and Villar (2012) for the case of a homogenous population. Here we expand their model controlling for heterogeneity by means of inverse probability weighting techniques. We apply this extended model to the analysis of compulsory education in the OECD countries, using the data in the PISA. We evaluate the relative performance of the different countries out of the distribution of the students’ achievements across the different levels of competence, controlling by the students’ characteristics (explanatory variables regarding schooling and family environment). We find that differences in reading ability across OECD countries would lower by 35% if their endowment of students’ characteristics would be that for the OECD average.
|Date of creation:||Oct 2013|
|Publication status:||Published by Ivie|
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- Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2009.
"Dealing with limited overlap in estimation of average treatment effects,"
Biometrika Trust, vol. 96(1), pages 187-199.
- Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2004. "Dealing with Limited Overlap in Estimation of Average Treatment Effects," Working Papers 0716, University of Miami, Department of Economics, revised 12 Jun 2007.
- Hotz, V. Joseph & Crump, Richard K. & Mitnik, Oscar A. & Imbens, Guido, 2009. "Dealing with Limited Overlap in Estimation of Average Treatment Effects," Scholarly Articles 3007645, Harvard University Department of Economics.
- Peragine, Vito & Serlenga, Laura, 2007. "Higher Education and Equality of Opportunity in Italy," IZA Discussion Papers 3163, Institute for the Study of Labor (IZA).
- Laura Serlenga & Vito Peragine, 2007. "Higher education and equality of opportunity in Italy," Working Papers 79, ECINEQ, Society for the Study of Economic Inequality.
- Vito Peragine & Laura Serlenga, 2007. "Higher education and equality of opportunity in Italy," CHILD Working Papers wp01_08, CHILD - Centre for Household, Income, Labour and Demographic economics - ITALY.
- Calo-Blanco Aitor & Villar Notario Antonio, 2010. "Quality of Education and Equality of Opportunity in Spain: Lesson from Pisa," Working Papers 20104, Fundacion BBVA / BBVA Foundation.
- 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.
- Lefranc, Arnaud & Pistolesi, Nicolas & Trannoy, Alain, 2009. "Equality of opportunity and luck: Definitions and testable conditions, with an application to income in France," Journal of Public Economics, Elsevier, vol. 93(11-12), pages 1189-1207, December.
- Arnaud LEFRANC & Nicolas PISTOLESI & Alain TRANNOY, 2009. "Equality of opportunity and luck: Definitions and testable conditions, with an application to income in France," THEMA Working Papers 2009-01, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
- Busso, Matias & DiNardo, John & McCrary, Justin, 2009. "New Evidence on the Finite Sample Properties of Propensity Score Matching and Reweighting Estimators," IZA Discussion Papers 3998, Institute for the Study of Labor (IZA).
- Antonio Villar Notario & Carmen Herrero Blanco, 2012. "On the comparison of group performance with categorical data," Working Papers. Serie AD 2012-17, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
- Carmen Herrero & Antonio Villar, 2012. "On the comparison of group performance with categorical Data," Working Papers 12.03, Universidad Pablo de Olavide, Department of Economics.
- Fleurbaey, Marc, 2012. "Fairness, Responsibility, and Welfare," OUP Catalogue, Oxford University Press, number 9780199653591, April.
- Fleurbaey, Marc, 2008. "Fairness, Responsibility, and Welfare," OUP Catalogue, Oxford University Press, number 9780199215911, April.
- Ciccone, Antonio & Garcia-Fontes, Walter, 2009. "The quality of the Catalan and Spanish education systems: A perspective from PISA," IESE Research Papers D/810, IESE Business School.
- Arnaud Lefranc & Nicolas Pistolesi & Alain Trannoy, 2008. "Inequality Of Opportunities Vs. Inequality Of Outcomes: Are Western Societies All Alike?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 54(4), pages 513-546, December.
- Lefranc, A. & Pistolesi, Nicolas & Trannoy, Alain, 2005. "Inequality of opportunities vs inequality of outcomes: are western societies all alike?," ISER Working Paper Series 2005-15, Institute for Social and Economic Research.
- Arnaud Lefranc & Nicolas Pistolesi & Alain Trannoy, 2006. "Inequality of opportunities vs. inequality of outcomes: Are Western societies all alike?," Working Papers 54, ECINEQ, Society for the Study of Economic Inequality.
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