The selectivity of fertility and the determinants of human capital investments : parametric and semiparametric estimates

In this paper we assess the importance of heterogeneity and selective fertility in altering estimates and interpretations of the determinants of the human capital of children. We set out a sequential model of human capital investments in children incorporating endogenous fertility and heterogeneity in human capital endowments to illustrate the fertility selection problem and issues of identification. Empirical results based on parametric and semi-parametric estimates of selectivity models applied to data on birthweight and schooling in Malaysia indicate that the hypothesis of no fertility selection is strongly rejected, with mothers having higher birthweight children tending to have substantially lower birth probabilities (negative birth selectivity). As a consequence, the positive association between mother's schooling and birthweight is substantially underestimated and the positive effects of delaying childbearing overestimated when birth selectivity is not taken into account. The schooling results indicate strong rejection of the "efficient schooling" model, in which schooling is allocated efficiently across children, but only when the selectivity of fertility is taken into account.

[1]  Lung-fei Lee,et al.  Semiparametric estimation of multiple index models: single equation estimation , 1991 .

[2]  John S. Strauss,et al.  Households, Communities, and Preschool Children's Nutrition Outcomes: Evidence from Rural Côte d'Ivoire , 1990, Economic Development and Cultural Change.

[3]  T. Joyce,et al.  Unobservables, Pregnancy Resolutions, and Birth Weight Production Functions in New York City , 1988, Journal of Political Economy.

[4]  J. Behrman Intrahousehold Allocation of Nutrients in Rural India: Are Boys Favored? Do Parents Exhibit Inequality Aversion? , 1988 .

[5]  T. Schultz Chapter 13 Education investments and returns , 1988 .

[6]  A. Deolalikar,et al.  Health and nutrition , 1988 .

[7]  Nancy Birdsall Economic approaches to population growth , 1988 .

[8]  V. Joseph Hotz,et al.  An Empirical Analysis of Life Cycle Fertility and Female Labor Supply. , 1988 .

[9]  H. Ichimura Estimation of single index models , 1987 .

[10]  P. J. Green,et al.  Density Estimation for Statistics and Data Analysis , 1987 .

[11]  M. Rosenzweig Birth spacing and sibling inequality: asymmetric information within the family. , 1986 .

[12]  M. Rosenzweig,et al.  Health and Nutrient Consumption across and within Farm Households , 1985 .

[13]  Mark R. Rosenzweig,et al.  Estimating a Household Production Function: Heterogeneity, the Demand for Health Inputs, and Their Effects on Birth Weight , 1983, Journal of Political Economy.

[14]  Kenneth I. Wolpin,et al.  THE IMPACT OF EXOGENOUS CHILD MORTALITY ON FERTILITY: A WAITING TIME REGRESSION WITH DYNAMIC REGRESSORS , 1983 .

[15]  Lung-fei Lee Some Approaches to the Correction of Selectivity Bias , 1982 .

[16]  R. Pollak,et al.  Parental Preferences and Provision for Progeny , 1982, Journal of Political Economy.

[17]  R. Olsen,et al.  A Least Squares Correction for Selectivity Bias , 1980 .

[18]  Gary S. Becker,et al.  An Equilibrium Theory of the Distribution of Income and Intergenerational Mobility , 1979, Journal of Political Economy.

[19]  J. Heckman Sample selection bias as a specification error , 1979 .

[20]  J. Heckman The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models , 1976 .