Evidence on omitted variable bias in earnings equations

Abstract In this paper we propose that family background variables are significant in earnings equations because they measure investments in children made by families in the home, over and above formal schooling investments and schooling quality. Together these variables account for a significant proportion of the difference between estimated rates of return to schooling across racial groups. Using data from the National Longitudinal Survey of Youth, we observe a convergence of rates of return across racial groups after accounting for differences in these variables. The estimated equations are used to predict that average minority earnings would be almost identical to white earnings if minorities experienced the same family background and school quality as whites.

[1]  Robert J. Willis,et al.  Chapter 10 Wage determinants: A survey and reinterpretation of human capital earnings functions , 1986 .

[2]  Gary Burtless A future of lousy jobs? : the changing structure of U.S. wages , 1991 .

[3]  M. Blackburn,et al.  Omitted-Ability Bias and the Increase in the Return to Schooling , 1991, Journal of Labor Economics.

[4]  Julian R. Betts,et al.  Does School Quality Matter? Evidence from the National Longitudinal Survey of Youth , 1995 .

[5]  R. Freeman,et al.  The Declining Economic Position of Less-Skilled American Males , 1989 .

[6]  Z. Griliches Estimating the Returns to Schooling: Some Econometric Problems. , 1977 .

[7]  R. Tibshirani,et al.  An introduction to the bootstrap , 1993 .

[8]  Barry R. Chiswick,et al.  Differences in Education and Earnings Across Racial and Ethnic Groups: Tastes, Discrimination and Investments in Child Quality , 1988, Studies of Jews in Society.

[9]  G. Becker,et al.  An Economic Analysis of Fertility , 1960 .

[10]  George B. Roberts Demographic and Economic Change in Developed Countries , 1960 .

[11]  June O'Neill,et al.  The Role of Human Capital in Earnings Differences between Black and White Men , 1990 .

[12]  Gary Solon,et al.  Sheepskin Effects in the Returns to Education , 1987 .

[13]  Eric A. Hanushek,et al.  The Trade-off between Child Quantity and Quality , 1992, Journal of Political Economy.

[14]  Are OLS Estimates of the Return to Schooling Biased Downward? Another Look , 1995 .

[15]  J. Mincer Schooling, Experience, and Earnings , 1976 .

[16]  David Card,et al.  Does School Quality Matter? Returns to Education and the Characteristics of Public Schools in the United States , 1992, Journal of Political Economy.

[17]  Dennis P. Hogan,et al.  Family Size and Achievement , 2023 .

[18]  B. Kiker,et al.  The effect of socioeconomic background on earnings: a comparison by race , 1985 .