Formulating, Identifying and Estimating the Technology of Cognitive and Noncognitive Skill Formation

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Formulating, Identifying and Estimating the Technology of Cognitive and Noncognitive Skill Formation

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Flavio Cunha
James J. Heckman

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Abstract

This paper estimates models of the evolution of cognitive and noncognitive skills and explores the role of family environments in shaping these skills at different stages of the life cycle of the child. Central to this analysis is identification of the technology of skill formation. We estimate a dynamic factor model to solve the problem of endogeneity of inputs and multiplicity of inputs relative to instruments. We identify the scale of the factors by estimating their effects on adult outcomes. In this fashion we avoid reliance on test scores and changes in test scores that have no natural metric. Parental investments are generally more effective in raising noncognitive skills. Noncognitive skills promote the formation of cognitive skills but, in most specifications of our model, cognitive skills do not promote the formation of noncognitive skills. Parental inputs have different effects at different stages of the child’s life cycle with cognitive skills affected more at early ages and noncognitive skills affected more at later ages.

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Article provided by University of Wisconsin Press in its journal Journal of Human Resources.

Volume (Year): 43 (2008)
Issue (Month): 4 ()
Pages:
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Handle: RePEc:uwp:jhriss:v:43:y:2008:i4:p738-782

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- Behrman, Jere R. & Hoddinott, John & Maluccio, John A. & Soler-Hampejsek, Erica & Behrman, Emily L. & Martorell, Reynaldo & Ramírez-Zea, Manuel & Stein, Aryeh D., 2008. "What determines adult cognitive skills?: Impacts of preschooling, schooling, and post-schooling experiences in Guatemala," IFPRI discussion papers 826, International Food Policy Research Institute (IFPRI). [Downloadable!]
Flavio Cunha & James J. Heckman, 2007. "The Technology of Skill Formation," IZA Discussion Papers 2550, Institute for the Study of Labor (IZA). [Downloadable!]
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- Flavio Cunha & James Heckman, 2007. "The Technology of Skill Formation," American Economic Review, American Economic Association, vol. 97(2), pages 31-47, May. [Downloadable!]
Michael P. Keane & Kenneth I. Wolpin, 2009. "Empirical Applications of Discrete Choice Dynamic Programming Models," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 12(1), pages 1-22, January. [Downloadable!] (restricted)
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James J. Heckman, 2008. "Schools, Skills, and Synapses," NBER Working Papers 14064, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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