New Evidence on the Role of Cognitive Skill in Economic Development
This paper presents new evidence on the role of cognitive skills in promoting economic growth rate. The novelties in this paper are that we use a within country dataset (Brazilian state and municipality levels data) and a new methodology, a nonparametric kernel regression estimation with mixed data. The main findings are the following: (i) there is strong evidence that the cognitive skill explains growth, but its relationship with growth appears to be non-linear, (ii) the quantity of schooling remains significant even after controlling for the quality of schooling, and (iii) there is support to the hypothesis that the effect of the cognitive skill on growth is important in an open environment.
|Date of creation:||01 Sep 2010|
|Date of revision:|
|Contact details of provider:|| Postal: Av. Pres. Wilson 118, 11 andar, Rio de Janeiro, RJ, Brazil, 20030-020|
Web page: http://professores.ibmecrj.br/erg/
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- Eric Hanushek & Ludger Woessmann, 2008.
"The Role of Cognitive Skills in Economic Development,"
07-034, Stanford Institute for Economic Policy Research.
- Eric A. Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Journal of Economic Literature, American Economic Association, vol. 46(3), pages 607-68, September.
- Hanushek, Eric A. & Wößmann, Ludger, 2008. "The role of cognitive skills in economic development," Munich Reprints in Economics 20454, University of Munich, Department of Economics.
- Racine, Jeff & Li, Qi, 2004. "Nonparametric estimation of regression functions with both categorical and continuous data," Journal of Econometrics, Elsevier, vol. 119(1), pages 99-130, March.
- Menezes Filho, N. A & Amaral, Luiz F. L. E., 2009.
"A Relação entre Gastos Educacionais e Desempenho Escolar,"
Insper Working Papers
wpe_156, Insper Working Paper, Insper Instituto de Ensino e Pesquisa.
- Luiz Felipe Leite Estanislau do Amaral & Naércio Menezes-Filho, 2008. "A Relação entre Gastos Educacionais e Desempenho Escolar," Anais do XXXVI Encontro Nacional de Economia [Proceedings of the 36th Brazilian Economics Meeting] 200807201800160, ANPEC - Associação Nacional dos Centros de Pósgraduação em Economia [Brazilian Association of Graduate Programs in Economics].
- Hardle, Wolfgang & LIang, Hua & Gao, Jiti, 2000. "Partially linear models," MPRA Paper 39562, University Library of Munich, Germany, revised 01 Sep 2000.
- Andrade, Eduardo. & Laurini, Márcio & Pedro L. Valls Pereira & Madalozzo, Regina., 2003.
"Convergence Clubs Among Brazilian Municipalities,"
Insper Working Papers
wpe_36, Insper Working Paper, Insper Instituto de Ensino e Pesquisa.
- Jeffery Racine & Jeffrey Hart & Qi Li, 2006. "Testing the Significance of Categorical Predictor Variables in Nonparametric Regression Models," Econometric Reviews, Taylor & Francis Journals, vol. 25(4), pages 523-544.
- Eric A. Hanushek & Ludger Woessmann, 2007.
"The Role of School Improvement in Economic Development,"
CESifo Working Paper Series
1911, CESifo Group Munich.
- Eric A. Hanushek & Ludger Woessmann, 2007. "The Role of School Improvement in Economic Development," NBER Working Papers 12832, National Bureau of Economic Research, Inc.
- Maasoumi, Esfandiar & Racine, Jeff, 2006.
"Growth And Convergence: A Profile Of Distribution Dynamics And Mobility,"
Departmental Working Papers
0605, Southern Methodist University, Department of Economics.
- Maasoumi, Esfandiar & Racine, Jeff & Stengos, Thanasis, 2007. "Growth and convergence: A profile of distribution dynamics and mobility," Journal of Econometrics, Elsevier, vol. 136(2), pages 483-508, February.
- Racine, Jeff, 1997. "Consistent Significance Testing for Nonparametric Regression," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(3), pages 369-78, July.
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