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Inequalities in Test Scores between Indigenous and Non-Indigenous Youth in Canada

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Abstract

This paper documents a robust achievement gap between the math scores of Indigenous and non-Indigenous youth in Canada between 1996 and 2008. Using data from the restricted-access National Longitudinal Survey of Children and Youth we show that after controlling for a rich set of observables, students who self-identify as Indigenous perform 0.31 standard deviations lower on a standardized math test compared to their non-Indigenous counterparts. We find that this test gap emerges by the age of 12,and it did not decline between 1996 and 2008, despite the recommendations of the 1996 Royal Commission on Aboriginal Peoples to ameliorate the public education system for Indigenous students. Counterfactual estimates from the decomposition method of Lemieux (2002) suggest that the test gap among the lowest performing students would have been eliminated if Indigenous students faced the same level of and returns to observable characteristics as non-Indigenous students. This exercise does not result in a narrowing of the test gap in the upper tail, suggesting that unobservables, rather than observables, are driving the majority of the test gap among high achieving students.

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  • Maggie Jones & Michael Barber, 2019. "Inequalities in Test Scores between Indigenous and Non-Indigenous Youth in Canada," Department Discussion Papers 1904, Department of Economics, University of Victoria.
  • Handle: RePEc:vic:vicddp:1904
    Note: ISSN 1914-2838 JEL Classifications: I21, I24, J15
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    File URL: https://www.uvic.ca/socialsciences/economics/_assets/docs/discussion/ddp1904.pdf
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    1. James Heckman & Rodrigo Pinto & Peter Savelyev, 2013. "Understanding the Mechanisms through Which an Influential Early Childhood Program Boosted Adult Outcomes," American Economic Review, American Economic Association, vol. 103(6), pages 2052-2086, October.
    2. Jane Friesen & Brian Krauth, 2010. "Sorting, peers, and achievement of Aboriginal students in British Columbia," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 43(4), pages 1273-1301, November.
    3. Evelyn L. Forget, 2011. "The Town with No Poverty: The Health Effects of a Canadian Guaranteed Annual Income Field Experiment," Canadian Public Policy, University of Toronto Press, vol. 37(3), pages 283-305, September.
    4. Peter George & Peter Kuhn, 1994. "The Size and Structure of Native-White Wage Differentials in Canada," Canadian Journal of Economics, Canadian Economics Association, vol. 27(1), pages 20-42, February.
    5. James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492, National Bureau of Economic Research, Inc.
    6. Richard J. Murnane, 2013. "U.S. High School Graduation Rates: Patterns and Explanations," Journal of Economic Literature, American Economic Association, vol. 51(2), pages 370-422, June.
    7. Marianne Bertrand & Jessica Pan, 2013. "The Trouble with Boys: Social Influences and the Gender Gap in Disruptive Behavior," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 32-64, January.
    8. Donna Feir, 2013. "Size, Structure, and Change: Exploring the Sources of Aboriginal Earnings Gaps in 1995 and 2005," Canadian Public Policy, University of Toronto Press, vol. 39(2), pages 309-334, June.
    9. Jeffrey Penney, 2017. "Test Score Measurement and the Black-White Test Score Gap," The Review of Economics and Statistics, MIT Press, vol. 99(4), pages 652-656, July.
    10. Charles T. Clotfelter & Helen F. Ladd & Jacob L. Vigdor, 2009. "The Academic Achievement Gap in Grades 3 to 8," The Review of Economics and Statistics, MIT Press, vol. 91(2), pages 398-419, May.
    11. Timothy N. Bond & Kevin Lang, 2013. "The Evolution of the Black-White Test Score Gap in Grades K–3: The Fragility of Results," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1468-1479, December.
    12. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    13. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    14. Roland G. Fryer & Steven D. Levitt, 2006. "The Black-White Test Score Gap Through Third Grade," American Law and Economics Review, American Law and Economics Association, vol. 8(2), pages 249-281.
    15. John Richards & Jennifer Hove & Kemi Afolabi, 2008. "Understanding the Aboriginal/Non-Aboriginal Gap in Student Performance: Lessons From British Columbia," C.D. Howe Institute Commentary, C.D. Howe Institute, issue 276, December.
    16. Thomas Lemieux, 2002. "Decomposing changes in wage distributions: a unified approach," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 35(4), pages 646-688, November.
    17. Juhn, Chinhui & Murphy, Kevin M & Pierce, Brooks, 1993. "Wage Inequality and the Rise in Returns to Skill," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 410-442, June.
    18. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    19. David Roodman & James G. MacKinnon & Morten Ørregaard Nielsen & Matthew D. Webb, 2019. "Fast and wild: Bootstrap inference in Stata using boottest," Stata Journal, StataCorp LP, vol. 19(1), pages 4-60, March.
    20. 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.
    21. John Richards, 2008. "Closing the Aboriginal/non-Aboriginal Education Gaps," C.D. Howe Institute Backgrounder, C.D. Howe Institute, issue 116, October.
    22. Petra E. Todd & Kenneth I. Wolpin, 2003. "On The Specification and Estimation of The Production Function for Cognitive Achievement," Economic Journal, Royal Economic Society, vol. 113(485), pages 3-33, February.
    23. Kitae Sohn, 2012. "The dynamics of the evolution of the Black--White test score gap," Education Economics, Taylor & Francis Journals, vol. 20(2), pages 175-188, April.
    24. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    25. Timothy N. Bond & Kevin Lang, 2018. "The Black–White Education Scaled Test-Score Gap in Grades K-7," Journal of Human Resources, University of Wisconsin Press, vol. 53(4), pages 891-917.
    26. Andrew Leigh & Xiaodong Gong, 2009. "Estimating cognitive gaps between Indigenous and non-Indigenous Australians," Education Economics, Taylor & Francis Journals, vol. 17(2), pages 239-261.
    27. Maggie Jones, 2017. "Student Aid And The Distribution Of Educational Attainment," Working Paper 1373, Economics Department, Queen's University.
    28. Ding, Weili & Lehrer, Steven F., 2014. "Understanding the role of time-varying unobserved ability heterogeneity in education production," Economics of Education Review, Elsevier, vol. 40(C), pages 55-75.
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    Cited by:

    1. Feir, Donn. L. & Foley, Kelly & Jones, Maggie E. C., 2022. "Heterogeneous Returns to Active Labour Market Programs for Indigenous Populations," IZA Discussion Papers 15358, Institute of Labor Economics (IZA).

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    Keywords

    test gap; Indigenous peoples; decomposition methods;
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