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What Matter for Child Development?

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Author Info
Fali Huang () (School of Economics and Social Sciences, Singapore Management University)

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Abstract

This paper estimates production functions of child cognitive and social development using a panel data of nine-year old children each with over two hundred home and school inputs as well as family background variables. A tree regression method is used to conduct estimation under various specifications. A small subset of inputs is found consistently important in explaining variances of child development results, including the number of books a child has at various ages and how often a mother reads to child by age five, while the effects of race and maternal employment are negligible when detailed inputs are controlled.

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File URL: https://mercury.smu.edu.sg/rsrchpubupload/7245/child_development.pdf
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Publisher Info
Paper provided by Singapore Management University, School of Economics in its series Working Papers with number 24-2006.

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Length: 16 pages
Date of creation: May 2006
Date of revision:
Publication status: Published in SMU Economics and Statistics Working Paper Series
Handle: RePEc:siu:wpaper:24-2006

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Related research
Keywords: child development; tree regression method; panel data inequality; economic development;

Find related papers by JEL classification:
I20 - Health, Education, and Welfare - - Education - - - General
J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth
C40 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - General

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Roland G. Fryer, Jr. & Steven D. Levitt, 2002. "Understanding the Black-White Test Score Gap in the First Two Years of School," NBER Working Papers 8975, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  2. Christopher J. Ruhm, 2000. "Parental Employment and Child Cognitive Development," NBER Working Papers 7666, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  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. Blau, Francine D & Grossberg, Adam J, 1992. "Maternal Labor Supply and Children's Cognitive Development," The Review of Economics and Statistics, MIT Press, vol. 74(3), pages 474-81, August. [Downloadable!] (restricted)
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  5. Feinstein, Leon & Symons, James, 1999. "Attainment in Secondary School," Oxford Economic Papers, Oxford University Press, vol. 51(2), pages 300-321, April.
  6. Charles L. Baum II, 2003. "Does Early Maternal Employment Harm Child Development? An Analysis of the Potential Benefits of Leave Taking," Journal of Labor Economics, University of Chicago Press, vol. 21(2), pages 381-408, April. [Downloadable!]
  7. James J. Heckman, 1999. "Policies to Foster Human Capital," NBER Working Papers 7288, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  8. repec:att:wimass:199419r is not listed on IDEAS
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