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Student segregation across and within schools. The case of the Portuguese public school system

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Listed:
  • Joao Firmino
  • Luis C. Nunes
  • Silvia de Almeida
  • Susana Batista

Abstract

We provide the most comprehensive description of student segregation in the Portuguese public school system to date, a system that exhibits interesting institutional features potentially linked with the student segregation issue (e.g. school catchment areas, course tracking, and almost no central regulations regarding class composition). The analysis uses the entire regular student population enrolled in all public schools of continental Portugal (grades 1 to 12, from 2006/07 to 2016/17). Looking at three segregation dimensions – economic, academic, and immigrant – at both between and within-school levels, and using a novel dissimilarity index recently proposed in the literature aimed at better capturing systematic segregation, we find that segregation, on median, is mild, across time, grades, and regions. The most important exception is the case of within-school academic segregation. During upper-secondary schooling, in particular, when students are divided across classes according to own course-tracking decisions, it doubles. Moreover, within-school academic segregation estimates have the largest interquartile ranges, within a given year, grade, or region, pointing to heterogeneity in the way different schools set up classes internally in terms of students’ academic characteristics. Academic and economic segregation are positively associated, at both between and within school levels. The Portuguese segregation insights are also compared to those from other geographies.

Suggested Citation

  • Joao Firmino & Luis C. Nunes & Silvia de Almeida & Susana Batista, 2020. "Student segregation across and within schools. The case of the Portuguese public school system," Nova SBE Working Paper Series wp633, Universidade Nova de Lisboa, Nova School of Business and Economics.
  • Handle: RePEc:unl:unlfep:wp633
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    1. Robert Hutchens, 2004. "One Measure of Segregation," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(2), pages 555-578, May.
    2. Jacob M. Markman & Eric A. Hanushek & John F. Kain & Steven G. Rivkin, 2003. "Does peer ability affect student achievement?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(5), pages 527-544.
    3. Frankel, David M. & Volij, Oscar, 2011. "Measuring school segregation," Journal of Economic Theory, Elsevier, vol. 146(1), pages 1-38, January.
    4. Sacerdote, Bruce, 2011. "Peer Effects in Education: How Might They Work, How Big Are They and How Much Do We Know Thus Far?," 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 4, pages 249-277, Elsevier.
    5. Eric A. Hanushek & John F. Kain & Steven G. Rivkin, 2009. "New Evidence about Brown v. Board of Education: The Complex Effects of School Racial Composition on Achievement," Journal of Labor Economics, University of Chicago Press, vol. 27(3), pages 349-383, July.
    6. Sund, Krister, 2009. "Estimating peer effects in Swedish high school using school, teacher, and student fixed effects," Economics of Education Review, Elsevier, vol. 28(3), pages 329-336, June.
    7. Coral Río & Olga Alonso-Villar, 2018. "Segregation and Social Welfare: A Methodological Proposal with an Application to the U.S," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 137(1), pages 257-280, May.
    8. Mary A. Burke & Tim R. Sass, 2013. "Classroom Peer Effects and Student Achievement," Journal of Labor Economics, University of Chicago Press, vol. 31(1), pages 51-82.
    9. João Firmino, 2018. "Class composition effects and school welfare: evidence from Portugal using panel data," Working Papers 2018/14, Institut d'Economia de Barcelona (IEB).
    10. Nicholas Bloom & Renata Lemos & Raffaella Sadun & John Van Reenen, 2015. "Does Management Matter in schools?," Economic Journal, Royal Economic Society, vol. 0(584), pages 647-674, May.
    11. Jens Ludwig & Greg J. Duncan & Lisa A. Gennetian & Lawrence F. Katz & Ronald C. Kessler & Jeffrey R. Kling & Lisa Sanbonmatsu, 2013. "Long-Term Neighborhood Effects on Low-Income Families: Evidence from Moving to Opportunity," American Economic Review, American Economic Association, vol. 103(3), pages 226-231, May.
    12. Gilat Levy & Ronny Razin, 2017. "The Coevolution of Segregation, Polarized Beliefs, and Discrimination: The Case of Private versus State Education," American Economic Journal: Microeconomics, American Economic Association, vol. 9(4), pages 141-170, November.
    13. West, Martin R. & Woessmann, Ludger, 2006. "Which school systems sort weaker students into smaller classes? International evidence," European Journal of Political Economy, Elsevier, vol. 22(4), pages 944-968, December.
    14. Benoît Rapoport & Claire Thibout, 2018. "Why do boys and girls make different educational choices? The influence of expected earnings and test scores," Post-Print hal-01781858, HAL.
    15. Joshua D. Angrist & Kevin Lang, 2004. "Does School Integration Generate Peer Effects? Evidence from Boston's Metco Program," American Economic Review, American Economic Association, vol. 94(5), pages 1613-1634, December.
    16. Esther Duflo & Pascaline Dupas & Michael Kremer, 2011. "Peer Effects, Teacher Incentives, and the Impact of Tracking: Evidence from a Randomized Evaluation in Kenya," American Economic Review, American Economic Association, vol. 101(5), pages 1739-1774, August.
    17. Rebecca Allen & Simon Burgess & Russell Davidson & Frank Windmeijer, 2015. "More reliable inference for the dissimilarity index of segregation," Econometrics Journal, Royal Economic Society, vol. 18(1), pages 40-66, February.
    18. Joao Firmino & Luis Catela Nunes & Ana Balcao Reis & Carmo Seabra, 2018. "Class composition and student achievement: evidence from Portugal," Nova SBE Working Paper Series wp624, Universidade Nova de Lisboa, Nova School of Business and Economics.
    19. Peter Arcidiacono & Gigi Foster & Natalie Goodpaster & Josh Kinsler, 2012. "Estimating spillovers using panel data, with an application to the classroom," Quantitative Economics, Econometric Society, vol. 3(3), pages 421-470, November.
    20. Ryan Bosworth, 2014. "Class size, class composition, and the distribution of student achievement," Education Economics, Taylor & Francis Journals, vol. 22(2), pages 141-165, April.
    21. Maykel Verkuyten & Jochem Thijs, 2004. "Global and Ethnic Self-esteem in School Context: Minority and majority groups in the Netherlands," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 67(3), pages 253-281, July.
    22. Giacomo De Giorgi & Michele Pellizzari & William Gui Woolston, 2012. "Class Size And Class Heterogeneity," Journal of the European Economic Association, European Economic Association, vol. 10(4), pages 795-830, August.
    23. Hutchens, Robert, 2001. "Numerical measures of segregation: desirable properties and their implications," Mathematical Social Sciences, Elsevier, vol. 42(1), pages 13-29, July.
    24. Miguel Madeira & Luis Catela-Nunes & Ana Balc?o Reis & Maria do Carmo Seabra, 2018. "Does the Age of Entry in Primary School affect Student’s Achievement?," Investigaciones de Economía de la Educación volume 13, in: Josep-Oriol Escardíbul & Álvaro Choi (ed.), Investigaciones de Economía de la Educación 13, edition 1, volume 13, chapter 7, pages 133-150, Asociación de Economía de la Educación.
    25. Mary-Anne Holfve-Sabel, 2015. "Students’ Individual Choices of Peers to Work with During Lessons May Counteract Segregation," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 122(2), pages 577-594, June.
    26. Michael Stepner, 2013. "BINSCATTER: Stata module to generate binned scatterplots," Statistical Software Components S457709, Boston College Department of Economics, revised 24 Nov 2013.
    27. Lefgren, Lars, 2004. "Educational peer effects and the Chicago public schools," Journal of Urban Economics, Elsevier, vol. 56(2), pages 169-191, September.
    28. Ryan Bosworth, 2014. "Class size, class composition, and the distribution of student achievement," Education Economics, Taylor & Francis Journals, vol. 22(2), pages 141-165, April.
    29. Miyako Ikeda & Emma García, 2014. "Grade repetition: A comparative study of academic and non-academic consequences," OECD Journal: Economic Studies, OECD Publishing, vol. 2013(1), pages 269-315.
    30. Caroline Hoxby, 2000. "Peer Effects in the Classroom: Learning from Gender and Race Variation," NBER Working Papers 7867, National Bureau of Economic Research, Inc.
    31. Raj Chetty & Nathaniel Hendren & Lawrence F. Katz, 2016. "The Effects of Exposure to Better Neighborhoods on Children: New Evidence from the Moving to Opportunity Experiment," American Economic Review, American Economic Association, vol. 106(4), pages 855-902, April.
    32. Carrington, William J & Troske, Kenneth R, 1997. "On Measuring Segregation in Samples with Small Units," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(4), pages 402-409, October.
    33. Victor Lavy & Olmo Silva & Felix Weinhardt, 2012. "The Good, the Bad, and the Average: Evidence on Ability Peer Effects in Schools," Journal of Labor Economics, University of Chicago Press, vol. 30(2), pages 367-414.
    34. Rapoport, Benoît & Thibout, Claire, 2018. "Why do boys and girls make different educational choices? The influence of expected earnings and test scores," Economics of Education Review, Elsevier, vol. 62(C), pages 205-229.
    35. Benoît Rapoport & Claire Thibout, 2018. "Why do boys and girls make different educational choices? The influence of expected earnings and test scores," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-01781858, HAL.
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    More about this item

    Keywords

    Segregation; dissimilarity index; municipalities; schools; classes;
    All these keywords.

    JEL classification:

    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs
    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination

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