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Estimating Cognitive Gaps Between Indigenous and Non-Indigenous Australians

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  • Andrew Leigh
  • Xiaodong Gong

Abstract

Improving cognitive skills of young children has been suggested as a possible strategy for equalising opportunities across racial groups. Using data on 4-5 year olds in the Longitudinal Survey of Australian Children, we focus on two cognitive tests: the Peabody Picture Vocabulary Test (PPVT) and the ‘Who Am I?’ test (WAI). We estimate the test score gap between Indigenous and non-Indigenous children to be about 0.3 to 0.4 standard deviations, suggesting that the typical Indigenous 5 year-old has a similar test score to the typical non-Indigenous 4 year-old. Between one-third and two-thirds of the Indigenous/non-Indigenous test score gap appears to be due to socio-economic differences, such as income and parental education. We review the literature on test score differences in Australia, and find that our estimated gaps are lower than most of those found in the literature. This implies that the test score gap between Indigenous and non-Indigenous children may widen over the lifecycle, a finding that has implications for policies aimed at improving educational opportunities for Indigenous children.

Suggested Citation

  • Andrew Leigh & Xiaodong Gong, 2008. "Estimating Cognitive Gaps Between Indigenous and Non-Indigenous Australians," CEPR Discussion Papers 578, Centre for Economic Policy Research, Research School of Economics, Australian National University.
  • Handle: RePEc:auu:dpaper:578
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    File URL: https://www.cbe.anu.edu.au/researchpapers/CEPR/DP578.pdf
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    References listed on IDEAS

    as
    1. Leigh, Andrew, 2010. "Estimating teacher effectiveness from two-year changes in students' test scores," Economics of Education Review, Elsevier, vol. 29(3), pages 480-488, June.
    2. Carneiro, Pedro & Heckman, James J., 2003. "Human Capital Policy," IZA Discussion Papers 821, Institute of Labor Economics (IZA).
    3. 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.
    4. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
    5. Eric A. Hanushek & Steven G. Rivkin, 2006. "School Quality and the Black-White Achievement Gap," NBER Working Papers 12651, National Bureau of Economic Research, Inc.
    6. Steve Bradley & Mirko Draca & Colin Green & Gareth Leeves, 2007. "The magnitude of educational disadvantage of indigenous minority groups in Australia," Journal of Population Economics, Springer;European Society for Population Economics, vol. 20(3), pages 547-569, July.
    Full references (including those not matched with items on IDEAS)

    Citations

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    Cited by:

    1. Hynsjö, Disa & Damon, Amy, 2016. "Bilingual education in Peru: Evidence on how Quechua-medium education affects indigenous children's academic achievement," Economics of Education Review, Elsevier, vol. 53(C), pages 116-132.
    2. Francisco Azpitarte & Abraham Chigavazira & Guyonne Kalb & Brad M. Farrant & Francisco Perales & Stephen R. Zubrick, 2019. "Childcare Use and Its Role in Indigenous Child Development: Evidence from the Longitudinal Study of Indigenous Children in Australia," The Economic Record, The Economic Society of Australia, vol. 95(308), pages 1-33, March.
    3. Deborah A. Cobb-Clark & Anna Zhu, 2017. "Childhood homelessness and adult employment: the role of education, incarceration, and welfare receipt," Journal of Population Economics, Springer;European Society for Population Economics, vol. 30(3), pages 893-924, July.
    4. Deborah A. Cobb-Clark & Julie Moschion, 2017. "Gender gaps in early educational achievement," Journal of Population Economics, Springer;European Society for Population Economics, vol. 30(4), pages 1093-1134, October.
    5. Barber, Michael & Jones, Maggie E.C., 2021. "Inequalities in test scores between Indigenous and non-Indigenous youth in Canada," Economics of Education Review, Elsevier, vol. 83(C).
    6. Leigh, Andrew, 2010. "Estimating teacher effectiveness from two-year changes in students' test scores," Economics of Education Review, Elsevier, vol. 29(3), pages 480-488, June.
    7. Matthew Gray & Diana Smart, 2009. "Growing Up in Australia: The Longitudinal Study of Australian Children: A Valuable New Data Source for Economists," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 42(3), pages 367-376, September.
    8. S. Mahuteau & K. Mavromaras, 2014. "An analysis of the impact of socio-economic disadvantage and school quality on the probability of school dropout," Education Economics, Taylor & Francis Journals, vol. 22(4), pages 389-411, August.
    9. Natalie Stoeckl & Michelle Esparon & Marina Farr & Aurélie Delisle & Owen Stanley, 2014. "The great asymmetric divide: An empirical investigation of the link between indigenous and non-indigenous economic systems in Northern Australia," Papers in Regional Science, Wiley Blackwell, vol. 93(4), pages 783-801, November.
    10. Jiun-Hao Wang & Szu-Yung Wang, 2019. "Indigenous Social Policy and Social Inclusion in Taiwan," Sustainability, MDPI, vol. 11(12), pages 1-17, June.
    11. Kalyan Chakraborty & Richard K. Harper, 2017. "Measuring the Impact of Socio-Economic Factors on School Efficiency in Australia," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 45(2), pages 163-179, June.
    12. 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.

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    More about this item

    Keywords

    cognitive ability; racial differentials; early childhood;
    All these keywords.

    JEL classification:

    • I20 - Health, Education, and Welfare - - Education - - - General
    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination

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