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How do institutions affect learning inequalities? Revisiting difference-in-difference models with international assessments

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In this contribution, we discuss the difference-in-difference strategies employed in the literature to evaluate the effect of institutional features on learning inequalities exploiting international assessments administered at different age/grades. In their seminal paper, Hanushek and Woessmann (2006) analyze with two-step estimation the effect of early tracking on overall inequalities, measured by variability indexes. Later work of other scholars focuses instead on inequalities among children of different family backgrounds, using individual-level models on data pooled from different countries and assessments. We demonstrate that since test-scores are measured with different scales at different assessments, pooled individual models may deliver severely biased results. Instead, the scaling problem does not affect the two-step approach. For this reason, we advocate the use of two-step estimation also to analyze family-background achievement inequalities. Against this background, using PIRLS-2006 and PISA-2012 we conduct two-step difference-in-difference analyses, finding new evidence that early tracking fosters both overall inequalities and family background differentials in reading literacy.

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  • Contini, Dalit & Cugnata, Federica, 2018. "How do institutions affect learning inequalities? Revisiting difference-in-difference models with international assessments," Department of Economics and Statistics Cognetti de Martiis. Working Papers 201817, University of Turin.
    • Handle: RePEc:uto:dipeco:201817
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    1. Daniele Checchi & Luca Flabbi, 2013. "Intergenerational Mobility and Schooling Decisions in Germany and Italy: The Impact of Secondary School Tracks," Rivista di Politica Economica, SIPI Spa, issue 3, pages 7-57, July-Sept.
    2. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 4, number 4, June.
    3. Piopiunik, Marc, 2014. "The effects of early tracking on student performance: Evidence from a school reform in Bavaria," Economics of Education Review, Elsevier, vol. 42(C), pages 12-33.
    4. Hanushek, Eric A. & Woessmann, Ludger, 2011. "The Economics of International Differences in Educational Achievement," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 3, chapter 2, pages 89-200, Elsevier.
    5. Ruhose, Jens & Schwerdt, Guido, 2016. "Does early educational tracking increase migrant-native achievement gaps? Differences-in-differences evidence across countries," Economics of Education Review, Elsevier, vol. 52(C), pages 134-154.
    6. Ludger Woessmann, 2016. "The Importance of School Systems: Evidence from International Differences in Student Achievement," Journal of Economic Perspectives, American Economic Association, vol. 30(3), pages 3-32, Summer.
    7. Woessmann Ludger, 2010. "Institutional Determinants of School Efficiency and Equity: German States as a Microcosm for OECD Countries," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 230(2), pages 234-270, April.
    8. Thomas Fuchs & Ludger Wößmann, 2008. "What accounts for international differences in student prformance? A re-examination using PISA data," Studies in Empirical Economics, in: Christian Dustmann & Bernd Fitzenberger & Stephen Machin (ed.), The Economics of Education and Training, pages 209-240, Springer.
    9. Eric A. Hanushek & Ludger Wössmann, 2006. "Does Educational Tracking Affect Performance and Inequality? Differences- in-Differences Evidence Across Countries," Economic Journal, Royal Economic Society, vol. 116(510), pages 63-76, March.
    10. Hanushek, Eric A. & Woessmann, Ludger, 2015. "The Knowledge Capital of Nations: Education and the Economics of Growth," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262029170, December.
    11. Gabriela Schütz & Heinrich W. Ursprung & Ludger Wößmann, 2008. "Education Policy and Equality of Opportunity," Kyklos, Wiley Blackwell, vol. 61(2), pages 279-308, May.
    12. Giorgio Brunello & Daniele Checchi, 2007. "Does school tracking affect equality of opportunity? New international evidence [‘Educational opportunities and the role of institutions’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 22(52), pages 782-861.
    13. Roland G. Fryer & Steven D. Levitt, 2004. "Understanding the Black-White Test Score Gap in the First Two Years of School," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 447-464, May.
    14. Bol, Thijs & Witschge, Jacqueline & Van de Werfhorst, Herman & Dronkers, Jaap, 2013. "Curricula tracking and central examinations: counterbalancing the Impact of social background on student achievement in 36 countries," MPRA Paper 44675, University Library of Munich, Germany.
    15. Andreas Ammermueller, 2013. "Institutional Features of Schooling Systems and Educational Inequality: Cross-Country Evidence From PIRLS and PISA," German Economic Review, Verein für Socialpolitik, vol. 14(2), pages 190-213, May.
    16. Wößmann, Ludger, 2016. "The Importance of School Systems," Munich Reprints in Economics 43463, University of Munich, Department of Economics.
    17. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 3, number 3, June.
    18. Heisig, Jan Paul & Schaeffer, Merlin & Giesecke, Johannes, 2017. "The Costs of Simplicity: Why Multilevel Models May Benefit from Accounting for Cross-Cluster Differences in the Effects of Controls," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 82(4), pages 796-827.
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