Elitas, Zeynep and Ercan, Hakan and Tumen, Semih (2014): Reassessing the Trends in the Relative Supply of College-Equivalent Workers in the U.S.: A Selection-Correction Approach.
Preview |
PDF
MPRA_paper_55396.pdf Download (865kB) | Preview |
Abstract
Among better-educated employed men, the fraction of full-time full-year (FTFY) workers is quite high and stable -- around 90 percent -- over time in the U.S. Among those with lower education levels, however, this fraction is much lower and considerably more volatile, moving within the range of 62-82 percent for high school dropouts and 75-88 percent for high school graduates. These observations suggest that the composition of unobserved skills may be subject to sharp movements within low-educated employed workers, while the scale of these movements is potentially much smaller within high-educated ones. The standard college-premium framework accounts for the observed shifts between education categories, but it cannot account for unobserved compositional changes within education categories. Our paper uses Heckman's two-step estimator on repeated Current Population Survey cross sections to calculate a relative supply series that corrects for unobserved compositional shifts due to selection into and out of the FTFY status. We find that the well-documented deceleration in the growth rate of relative supply of college-equivalent workers after mid-1980s becomes even more pronounced once we correct for selectivity. This casts further doubt on the relevance of the plain skill-biased technical change (SBTC) hypothesis. We conclude that what happens to the within-group unobserved skill composition for low-educated groups is critical for fully understanding the trends in the relative supply of college workers in the United States. We provide several interpretations to our selection-corrected estimates.
Item Type: | MPRA Paper |
---|---|
Original Title: | Reassessing the Trends in the Relative Supply of College-Equivalent Workers in the U.S.: A Selection-Correction Approach |
Language: | English |
Keywords: | Wage inequality; self selection; relative supply index; college premium; SBTC; FTFY |
Subjects: | I - Health, Education, and Welfare > I2 - Education and Research Institutions > I24 - Education and Inequality J - Labor and Demographic Economics > J2 - Demand and Supply of Labor > J23 - Labor Demand J - Labor and Demographic Economics > J2 - Demand and Supply of Labor > J24 - Human Capital ; Skills ; Occupational Choice ; Labor Productivity J - Labor and Demographic Economics > J3 - Wages, Compensation, and Labor Costs > J31 - Wage Level and Structure ; Wage Differentials O - Economic Development, Innovation, Technological Change, and Growth > O3 - Innovation ; Research and Development ; Technological Change ; Intellectual Property Rights > O33 - Technological Change: Choices and Consequences ; Diffusion Processes |
Item ID: | 55396 |
Depositing User: | Semih Tumen |
Date Deposited: | 20 Apr 2014 07:22 |
Last Modified: | 02 Oct 2019 14:58 |
References: | Acemoglu, D. (1998). Why do new technologies complement skills? Directed technical change and wage inequality. Quarterly Journal of Economics 113, 1055-1090. Acemoglu, D. (1999). Changes in unemployment and wage inequality: An alternative theory and some evidence. American Economic Review 89, 1259-1278. Acemoglu, D. and D. Autor (2011). Skills, tasks, and technologies: Implications for employment and earnings. In O. Ashenfelter and D. Card (Eds.), Handbook of Labor Economics, Volume 4, Chapter 12, pp. 1043-1171. New York, NY: Elsevier. Autor, D. H., L. F. Katz, and M. S. Kearney (2008). Trends in U.S. wage inequality: Revising the revisionists. Review of Economics and Statistics 90, 300-323. Autor, D. H., L. F. Katz, and A. B. Krueger (1998). Computing inequality: Have computers changed the labor market? Quarterly Journal of Economics 113, 1169-1213. Ben-Porath, Y. (1967). The production of human capital and the life cycle of earnings. Journal of Political Economy 75, 352-365. Bound, J. and G. Johnson (1992). Changes in the structure of wages in the 1980's: An evaluation of alternative explanations. American Economic Review 82, 371-392. Bowlus, A. J. and C. Robinson (2012). Human capital prices, productivity, and growth. American Economic Review 102, 3483-3515. Browning, M., L. P. Hansen, and J. J. Heckman (1999). Micro data and general equilibrium models. In J. B. Taylor and M. Woodford (Eds.), Handbook of Macroeconomics, Volume 1A, Chapter 8, pp. 543-633. Elsevier. Card, D. and J. E. DiNardo (2002). Skill-biased technical change and rising wage inequality: Some problems and puzzles. Journal of Labor Economics 20, 733-783. Card, D. and T. Lemieux (2001). Can falling supply explain the rising return to college for younger men? A cohort-based analysis. Quarterly Journal of Economics 116, 705-746. Carneiro, P. and S. Lee (2011). Trends in quality adjusted skill premia in the United States, 1960-2000. American Economic Review 101, 2309-2349. Chamberlain, G. (1986). Asymptotic efficiency in semiparametric models with censoring. Journal of Econometrics 32, 189-218. Ciccone, A. and E. Papaioannou (2009). Human capital, the structure of production, and growth. Review of Economics and Statistics 91, 66-82. Davis, S. J. and J. C. Haltiwanger (1991). Wage dispersion between and within U.S. manufacturing plants, 1963-1986. Brookings Papers on Economic Activity: Microeconomics 1991, 115-180. DiNardo, J. E., N. M. Fortin, and T. Lemieux (1996). Labor market institutions and the distribution of wages, 1973-1992: A semiparametric approach. Econometrica 64, 1001-1044. Feenstra, R. C. and G. H. Hanson (1999). The impact of outsourcing and high-technology capital on wages: Estimates for the United States, 1979-1990. Quarterly Journal of Economics 114, 907-940. Heckman, J. J. (1974). Shadow prices, market wages, and labor supply. Econometrica 42, 679-694. Heckman, J. J. (1979). Sample selection bias as a specification error. Econometrica 47, 153-161. Heckman, J. J. (1990). Varieties of selection bias. American Economic Review 80, 313-318. Heckman, J. J., L. J. Lochner, and C. Taber (1998). Explaining rising wage inequality: Explorations with a dynamic general equilibrium model of labor earnings with heterogeneous agents. Review of Economic Dynamics 1, 1-58. Hoynes, H. W., D. L. Miller, and J. Schaller (2012). Who suffers during recessions? Journal of Economic Perspectives 26, 27-48. Iranzo, S. and G. Peri (2009). Schooling externalities, technology, and productivity: Theory and evidence from U.S. states. Review of Economics and Statistics 91, 420-431. Katz, L. F. and D. Autor (1999). Changes in the wage structure and earnings inequality. In O. Ashenfelter and D. Card (Eds.), Handbook of Labor Economics, Volume 1, pp. 1463-1555. New York: Elsevier. Katz, L. F. and K. M. Murphy (1992). Changes in relative wages, 1963-87: Supply and demand factors. Quarterly Journal of Economics 90, 35-78. Krueger, A. B. (1993). How computers have changed the wage structure: Evidence from microdata, 1984-1989. Quarterly Journal of Economics 108, 33-60. Lee, D. S. (1999). Wage inequality during the 1980s: Rising dispersion or falling minimum wage? Quarterly Journal of Economics 114, 977-1023. Lemieux, T. (2006). Increasing residual wage inequality: Composition effects, noisy data, or rising demand for skill? American Economic Review 96, 461-498. Mincer, J. (1991). Human capital, technology, and the wage structure: What do time series show? NBER Working Paper #3581. Moffitt, R. A. (1999). New developments in econometric methods for labor market analysis. In O. Ashenfelter and D. Card (Eds.), Handbook of Labor Economics, Volume 3A, pp. 1367-1397. New York, NY: Elsevier. Mulligan, C. B. and Y. Rubinstein (2008). Selection, investment, and women's relative wages over time. Quarterly Journal of Economics 123, 1061-1110. Newey, W. K. (1999). Consistency of two-step sample selection estimators despite misspecification of distribution. Economics Letters 63, 129-132. Park, J. H. (1994). Estimation of sheepskin effects and returns to schooling using the old and the new CPS measures of educational attainment. Industrial Relations Section WP#338, Princeton University. Violante, G. L. (2008). Skill-biased technical change. In L. E. Blume and S. N. Durlauf (Eds.), The New Palgrave Dictionary of Economics (2 ed.). New York, NY: MacMillan. Weiss, Y. and L. A. Lillard (1978). Experience, vintage, and time effects in the growth of earnings: American scientists, 1960-1970. Journal of Political Economy 86, 427-447. Willis, R. J. and S. Rosen (1979). Education and self-selection. Journal of Political Economy 87, S7-S36. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/55396 |