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Determinants of Academic Attainment in the US: a Quantile regression analysis of test scores

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Author Info
Haile, Getinet
Nguyen, Ngoc Anh

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Abstract

We investigate the determinants of high school students’ academic attainment in maths, reading and science; focusing particularly on possible effects that ethnicity and family background may have on attainment. Using data from the NELS2000 and employing quantile regression techniques, we find two important results. First, the gaps in maths, reading and science test scores among ethnic groups vary across the conditional quantiles of the measured test scores. Specifically, Blacks and Hispanics tend to fare worse in their attainment at higher quantiles, particularly in science. Secondly, the effects of family background factors such as parental education and father’s occupation also vary across quantiles of the test score distribution. The implication of these findings is that the commonly made broad distinction on whether one is from a privileged/disadvantaged ethnic and/or family background may not tell the whole story that the academic attainment discourse has to note. Interventions aimed at closing the gap in attainment between Whites and minorities may need to target higher levels of the test score distribution.

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Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 4626.

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Date of creation: 2007
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Handle: RePEc:pra:mprapa:4626

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Related research
Keywords: Educational attainment; Quantile regression;

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Find related papers by JEL classification:
I20 - Health, Education, and Welfare - - Education - - - General

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  1. 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, 06. [Downloadable!] (restricted)
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  2. Manski, C.F. & Sandefur, G.D. & Mclanahan, S. & Powers, D., 1990. "Alternative Estimates Of The Effect Of Family Stucture During Adolescence On Hight School Graduation," Working papers 90-31, Wisconsin Madison - Social Systems.
  3. Robert Haveman & Barbara Wolfe, 1995. "The Determinants of Children's Attainments: A Review of Methods and Findings," Journal of Economic Literature, American Economic Association, vol. 33(4), pages 1829-1878, December. [Downloadable!] (restricted)
  4. Becker, Gary S & Tomes, Nigel, 1976. "Child Endowments and the Quantity and Quality of Children," Journal of Political Economy, University of Chicago Press, vol. 84(4), pages S143-62, August. [Downloadable!] (restricted)
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  5. Alan B. Krueger & Mikael Lindahl, 2000. "Education for Growth: Why and For Whom?," NBER Working Papers 7591, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  6. Becker, Gary S & Lewis, H Gregg, 1973. "On the Interaction between the Quantity and Quality of Children," Journal of Political Economy, University of Chicago Press, vol. 81(2), pages S279-88, Part II, . [Downloadable!] (restricted)
  7. Cook, Michael D & Evans, William N, 2000. "Families or Schools? Explaining the Convergence in White and Black Academic Performance," Journal of Labor Economics, University of Chicago Press, vol. 18(4), pages 729-54, October. [Downloadable!] (restricted)
  8. Becker, Gary S & Tomes, Nigel, 1986. "Human Capital and the Rise and Fall of Families," Journal of Labor Economics, University of Chicago Press, vol. 4(3), pages S1-39, July. [Downloadable!] (restricted)
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  9. Leibowitz, Arleen, 1974. "Home Investments in Children," Journal of Political Economy, University of Chicago Press, vol. 82(2), pages S111-S131, Part II, . [Downloadable!] (restricted)
  10. Hanushek, Eric A, 1992. "The Trade-Off between Child Quantity and Quality," Journal of Political Economy, University of Chicago Press, vol. 100(1), pages 84-117, February. [Downloadable!] (restricted)
  11. repec:fth:prinin:451 is not listed on IDEAS
  12. Hanushek, Eric A, 1986. "The Economics of Schooling: Production and Efficiency in Public Schools," Journal of Economic Literature, American Economic Association, vol. 24(3), pages 1141-77, September. [Downloadable!] (restricted)
  13. Becker, Gary S & Tomes, Nigel, 1979. "An Equilibrium Theory of the Distribution of Income and Intergenerational Mobility," Journal of Political Economy, University of Chicago Press, vol. 87(6), pages 1153-89, December. [Downloadable!] (restricted)
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