Estimating the economic return to educational levels using data on twins

This paper relaxes some restrictions of previous twin-based estimates of the effects of education on earnings. First, it estimates the earnings premiums associated with different educational levels. Second, it estimates a piecewise linear relationship between the natural logarithm of annual earnings and years of schooling. Third, the measurement error corrections are based on a less restrictive, 'non-classical', measurement error model. The estimation strategy implies that ability bias can be investigated separately in different parts of the educational distribution. The linear relationship between the logarithm of annual earnings and years of schooling is rejected. Furthermore, the results in the sample of identical (MZ) twins indicated both that the ability bias could be of different signs and of different magnitudes in different parts of the educational distribution. The twin-based estimates in the sample of fraternal (DZ) twins did not display any marked differences as compared to the cross-sectional estimates. Finally, the results indicated that the error-corrected twin-based estimates of the average return to years of schooling that rely on a classical measurement error model are upwards biased by approximately 30%. Copyright © 2004 John Wiley & Sons, Ltd.

[1]  Costas Meghir,et al.  Female labour supply and on-the-job search: an empirical model estimated using complementary data sets , 1992 .

[2]  Thomas J. Kane,et al.  Estimating Returns to Schooling When Schooling is Misreported , 1999 .

[3]  M. Berger,et al.  Bounding Parameter Estimates with Nonclassical Measurement Error , 2000 .

[4]  John Bound,et al.  Double Trouble: On the Value of Twins-Based Estimation of the Return to Schooling , 1998 .

[5]  Anders Björklund,et al.  Estimating the return to investments in education: how useful is the standard Mincer equation? , 2002 .

[6]  Jan Kmenta,et al.  Elements of econometrics , 1988 .

[7]  G. Isacsson Estimates of the return to schooling in Sweden from a large sample of twins , 1999 .

[8]  David Card The Causal Effect of Education on Learning , 1999 .

[9]  Paul Taubman,et al.  Endowments and the Allocation of Schooling in the Family and in the Marriage Market: The Twins Experiment , 1994, Journal of Political Economy.

[10]  O. Ashenfelter,et al.  Income, Schooling, and Ability: Evidence from a New Sample of Twins , 1996 .

[11]  Orley Ashenfelter,et al.  Estimates of the Economic Return to Schooling from a New Sample of Twins , 1992 .

[12]  Richard B. Freeman,et al.  Longitudinal Analyses of the Effects of Trade Unions , 1983, Journal of Labor Economics.

[13]  D. Neumark Biases in Twin Estimates of the Return to Schooling: A Note on Recent Research , 1994 .

[14]  N. Martin,et al.  Family Characteristics and the Returns to Schooling: Evidence on Gender Differences from a Sample of Australian Twins , 1997 .

[15]  C. Rouse Further Estimates of the Economic Return to Schooling from a New Sample of Twins , 1999 .

[16]  J. Behrman,et al.  Socioeconomic Success: A Study of the Effects of Genetic Endowments , 1980 .

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

[18]  N. Martin,et al.  What Do Twins Studies Reveal about the Economic Returns to Education? A Comparison of Australian and U.S. Findings , 1995 .

[19]  J. Angrist,et al.  Empirical Strategies in Labor Economics , 1998 .

[20]  A. Buse,et al.  Elements of econometrics , 1972 .

[21]  S. Yitzhaki On Using Linear Regressions in Welfare Economics , 1996 .

[22]  J. Angrist,et al.  The Effect of Age at School Entry on Educational Attainment: An Application of Instrumental Variables with Moments from Two Samples , 1990 .

[23]  D. Neumark Biases in twin estimates of the return to schooling , 1999 .

[24]  Zvi Griliches,et al.  Sibling Models and Data in Economics: Beginnings of a Survey , 1979, Journal of Political Economy.

[25]  J. Behrman,et al.  Ability biases in schooling returns and twins: a test and new estimates 1 The research was support , 1999 .

[26]  R Cederlöf,et al.  The Swedish Twin Registry. , 1978, Progress in clinical and biological research.

[27]  Alan B. Krueger,et al.  EFFICIENCY WAGES AND THE INTER-INDUSTRY WAGE STRUCTURE , 1988 .

[28]  Robert Plomin,et al.  Behavioral Genetics : A Primer , 1980 .

[29]  J. Antelius,et al.  How Reliable are Register Data for Studies of the Return on Schooling? An examination of Swedish data , 2000 .

[30]  O. Ashenfelter,et al.  Estimates of the Returns to Schooling from Sibling Data: Fathers, Sons, and Brothers , 1993, Review of Economics and Statistics.