Haile, Getinet and Nguyen, Ngoc Anh (2007): Determinants of Academic Attainment in the US: a Quantile regression analysis of test scores.
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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.
|Item Type:||MPRA Paper|
|Institution:||Development and Policies Research Center (Hanoi) and Policy Studies Institute (London)|
|Original Title:||Determinants of Academic Attainment in the US: a Quantile regression analysis of test scores|
|Keywords:||Educational attainment; Quantile regression;|
|Subjects:||I - Health, Education, and Welfare > I2 - Education and Research Institutions > I20 - General|
|Depositing User:||Anh Nguyen|
|Date Deposited:||28. Aug 2007|
|Last Modified:||22. Feb 2015 23:01|
Aitken, M. and N. Longford (1986) Statistical Modelling in School Effectiveness Studies, Journal of the Royal Statistical Society, Series A, 149, pp. 1-43. Astone, M. and S. McLanahan (1991) Family Structure, Parental Practices, and High School Completion, American Sociological Review, 56, pp. 309-320. Becker, G (1991) A Treatise on the Family Cambridge, Massachusetts: Harvard University Press. Becker, G and H. Lewis (1973) On the Interaction between the Quantity and Quality of Children, Journal of Political Economy, 81 (2), pp.s279-s288. Becker, G. and N. Tomes (1976) Child Endowments and the Quantity and Quality of Children, Journal of Political Economy, 84 (4), pp. 143-162. Becker, G. and N. Tomes (1979) An Equilibrium Theory of the Distribution of Income and Intergenerational Mobility, Journal of Political Economy, 87 (6), pp.1153-1186. Becker, G. and N. Tomes (1986) Human Capital and the Rise and Fall of Families, Journal of Labour Economics, 4 (3), pp. 1-39. Becker, Gary S. (1964) Human Capital: A Theoretical and Empirical Analysis, with Special Reference to Education, New York: National Bureau of Economic Research. Brooks-Gunn, J., R. Gross, P. Klebanov, C. McCarton, M. McCormick, R. Breadley and D. Scott (1994) Effects of Early Educational Intervention in Families, Who Do and Who Do Not Receive Welfare: The Infant Health and Development Program, 14 Paper presented at research briefing, Board on Children and Families, December 5-6, 1994, Teachers College, Columbia University. Buchinsky, M (1998) Recent advances in quantile regression models: A practical guide for empirical research, Journal of Human Resources, 3, pp. 88-126. Cook, M and W. Evans (2000) Families or schools? Explaining the convergence in White and Black academic performance, Journal of Labor Economics, 18, pp. 729- 754. Fryer, R. and S. Levitt (2002) Understanding the Balck-White test score gap in the first two years of school, mimeo, NBER. Hanushek, E. (1979) Conceptual and Empirical Issues in the Estimation of Educational Production Functions, Journal of Human Resources, 14 (3), pp. 351-388. Hanushek, E. (1986) The Economics of Schooling: Production and Efficiency in Public Schools, Journal of Economic Literature, 24 (3), pp. 1141-1177. Hanushek, E. (1992) The Trade-off Between Child Quantity and Quality, Journal of Political Economy, 100 (1), pp. 84-117. Hauser, R. and M. Huang (1996) Trends in Black-White test-score differentials, mimeo, Institute for Research on Poverty, University of Wisconsin-Madison. Haveman, R. and B. Wolfe (1995) The Determinants of Children’s Attainments: A Review of Methods and Findings, Journal of Economic Literature, 33 (4), pp. 1829- 1878. Haveman, R., B. Wolfe and J. Spaulding (1991) Childhood Events and Circumstances Influencing High School Completion, Demography, 28 (1), pp. 133-157. Huang, M. and R. Hauser (2000) Convergent trends in Black-White differentials in the US: A Correction of Richard Lynn, mimeo, Institute for Research on Poverty, University of Wisconsin-Madison. 15 Janson, W. and D. Neal (1998) Basic skills and the Black-White earnings gap, in Jencks and Phillips (eds.) The Black-White Test Score Gap, Washington DC: Brookings Institution Press. Jencks, C. & M. Phillips (1998). The Black-White Test Score Gap Brookings Institution Press Jonsson, J. and Gahler, M. (1997) Family Dissolution, Family Reconstruction, and Children’s Educational Careers: Recent Evidence from Sweden, Demography, 34(2), pp. 277-293 Koenker, R and G. Bassett (1978) Regression quantiles, Econometrica, 46, pp. 33-50. Krueger, A. and D. Whitmore (2001) Would Smaller Classes Help Close the Black- White Achievement Gap? Working Paper #451, Princeton University, http://www.irs.princeton.edu/pubs/pdfs/451.pdf Krueger, A. and M. Lindahl (2001) Education for Growth: Why and for whom? Journal of Economic Literature, 39 (4), pp. 1101-1136. Leibowitz, A. (1974) Home Investment in Children, Journal of Political Economy, 82 (2), pp. 111-131. Manski, C. F., G. D. Sandufer, S. McLanahan and D. Powers (1992) Alternative Estimates of the Effect of Family Structure During Adolescence on High School Graduation, Journal of The American Statistical Association, 87 (417), pp. 25-37. Mare, R. D. (1980) Social Background and School Continuation Decisions, American Statistical Association, 75, pp. 295-305 McLanahan, S. (1985) Family Structure and the Reproduction of Poverty, American Journal of Sociology, 90 (4), pp. 873-901 Ribar, David C. (1994) Teenage Fertility and High School Completion, The Review of Economics & Statistics, 76 (3), pp. 413-24. Sander W. and A. Krautmann (1995) Catholic schools, dropout rates and educational attainment, Economic Inquiry, 33, pp. 217-233. Sander, W. (2001) The effects of Catholic schools on religiosity, education, and competition, mimeo, Teachers College, Columbia University. Smith, S. (1999) Do Better Schools Matter? Parental valuation of elementary education, Quarterly Journal of Economics, May 1999, pp. 577-599. Vartanian, T. and P. Gleason (1999) Do Neighbourhood Conditions Affect High School Dropout and College Graduation Rates, Journal of Socioeconomics, 28, pp. 21-42.