Selection, Investment, and Women's Relative Wages Since 1975
Abstract
In theory, growing wage inequality within gender should cause women to invest more in their market productivity and should differentially pull able women into the workforce, thereby closing the measured gender gap even though women's wages might have grown less than men's had their behavior been held constant. Using the CPS repeated cross-sections between 1975 and 2001, we use control function (Heckit) methods to correct married women's conditional mean wages for selectivity and investment biases. Our estimates suggest that selection of women into the labor market has changed sign, from negative to positive, or at least that positive selectivity bias has come to overwhelm investment bias. The estimates also explain why measured women's relative wage growth coincided with growth of wage inequality within-gender, and attribute the measured gender wage gap closure to changing selectivity and investment biases, rather than relative increases in women's earning potential. Using PSID waves 1975-93 to control for the changing female workforce with person-fixed effects, we also find little growth in women's mean log wages. Finally, we make a first attempt to gauge the relative importance of selection versus investment biases, by examining the family and cognitive backgrounds of members of the female workforce. PSID, NLS, and NLSY data sets show how the cross-section correlation between female employment and family/cognitive background has changed from "negative" to "positive" over the last thirty years, in amounts that might be large enough to attribute most of women's relative wage growth to changing selectivity bias.Download Info
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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 11159.Length:
Date of creation: Feb 2005
Date of revision:
Handle: RePEc:nbr:nberwo:11159
Note: LS
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Keywords:Find related papers by JEL classification:
- J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
- J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
- J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
- C34 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Truncated and Censored Models; Switching Regression Models
This paper has been announced in the following NEP Reports:
- NEP-ALL-2005-03-06 (All new papers)
- NEP-BEC-2005-03-06 (Business Economics)
- NEP-LAB-2005-03-06 (Labour Economics)
References
References listed on IDEASPlease report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Heckman, James J, 1974. "Shadow Prices, Market Wages, and Labor Supply," Econometrica, Econometric Society, vol. 42(4), pages 679-94, July.
- Finis Welch, 2000. "Growth in Women's Relative Wages and in Inequality among Men: One Phenomenon or Two?," American Economic Review, American Economic Association, vol. 90(2), pages 444-449, May.
- Reuben Gronau, 1973.
"Wage Comparisons -A Selectivity Bias,"
NBER Working Papers
0013, National Bureau of Economic Research, Inc.
- Gronau, Reuben, 1974. "Wage Comparisons-A Selectivity Bias," Journal of Political Economy, University of Chicago Press, vol. 82(6), pages 1119-43, Nov.-Dec..
- Jeremy Greenwood & Ananth Seshadri & Mehmet Yorukoglu, 2005.
"Engines of Liberation,"
Review of Economic Studies,
Oxford University Press, vol. 72(1), pages 109-133.
- Jeremy Greenwood & Ananth Seshadri & Mehmet Yorukoglu, 2003. "Engines of Liberation," RCER Working Papers 503, University of Rochester - Center for Economic Research (RCER).
- Greenwood,J. & Seshadri,A. & Yorukoglu,M., 2002. "Engines of liberation," Working papers 1, Wisconsin Madison - Social Systems.
- Jeremy Greenwood & Ananth Seshadri & Mehmet Yorukoglu, 2002. "Engines of Liberation," Economie d'Avant Garde Research Reports 2, Economie d'Avant Garde.
- Newey, Whitney K., 1999. "Consistency of two-step sample selection estimators despite misspecification of distribution," Economics Letters, Elsevier, vol. 63(2), pages 129-132, May.
- Rosen, Sherwin, 1992.
"The Market for Lawyers,"
Journal of Law and Economics,
University of Chicago Press, vol. 35(2), pages 215-46, October.
- Sherwin Rosen, 1991. "The Market for Lawyers," University of Chicago - George G. Stigler Center for Study of Economy and State 72, Chicago - Center for Study of Economy and State.
- Rosen, S., 1991. "The Market for Lawyers," University of Chicago - Economics Research Center 91-10, Chicago - Economics Research Center.
- Welch, Finis, 1997. "Wages and Participation," Journal of Labor Economics, University of Chicago Press, vol. 15(1), pages S77-103, January.
- Claudia Goldin & Lawrence F. Katz, 2002.
"The Power of the Pill: Oral Contraceptives and Women's Career and Marriage Decisions,"
Journal of Political Economy,
University of Chicago Press, vol. 110(4), pages 730-770, August.
- Claudia Goldin & Lawrence F. Katz, 2000. "The Power of the Pill: Oral Contraceptives and Women's Career and Marriage Decisions," NBER Working Papers 7527, National Bureau of Economic Research, Inc.
- Murphy, Kevin M & Topel, Robert H, 1997. "Unemployment and Nonemployment," American Economic Review, American Economic Association, vol. 87(2), pages 295-300, May.
- O'Neill, June, 1985. "The Trend in the Male-Female Wage Gap in the United States," Journal of Labor Economics, University of Chicago Press, vol. 3(1), pages S91-116, January.
- Casey B. Mulligan & Yona Rubinstein, 2004. "The Closing of the Gender Gap as a Roy Model Illusion," NBER Working Papers 10892, National Bureau of Economic Research, Inc.
- Chinhui Juhn & Dae Il Kim, 1995.
"The Effects of Rising Female Labor Supply on Male Wages,"
NBER Working Papers
5236, National Bureau of Economic Research, Inc.
- Juhn, Chinhui & Kim, Dae Il, 1999. "The Effects of Rising Female Labor Supply on Male Wages," Journal of Labor Economics, University of Chicago Press, vol. 17(1), pages 23-48, January.
- Chamberlain, Gary, 1986. "Asymptotic efficiency in semi-parametric models with censoring," Journal of Econometrics, Elsevier, vol. 32(2), pages 189-218, July.
- David Card & John E. DiNardo, 2002.
"Skill-Biased Technological Change and Rising Wage Inequality: Some Problems and Puzzles,"
Journal of Labor Economics,
University of Chicago Press, vol. 20(4), pages 733-783, October.
- David Card & John E. DiNardo, 2002. "Skill Biased Technological Change and Rising Wage Inequality: Some Problems and Puzzles," NBER Working Papers 8769, National Bureau of Economic Research, Inc.
- repec:att:wimass:9001 is not listed on IDEAS
- Newey, Whitney K & Powell, James L & Walker, James R, 1990.
"Semiparametric Estimation of Selection Models: Some Empirical Results,"
American Economic Review,
American Economic Association, vol. 80(2), pages 324-28, May.
- Chinhui Juhn & Kevin M. Murphy, 1996.
"Wage Inequality and Family Labor Supply,"
NBER Working Papers
5459, National Bureau of Economic Research, Inc.
- Juhn, Chinhui & Murphy, Kevin M, 1997. "Wage Inequality and Family Labor Supply," Journal of Labor Economics, University of Chicago Press, vol. 15(1), pages 72-97, January.
- Peter Gottschalk & Robert Moffitt, 1994. "The Growth of Earnings Instability in the U.S. Labor Market," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 25(2), pages 217-272.
- Heckman, James J, 1990. "Varieties of Selection Bias," American Economic Review, American Economic Association, vol. 80(2), pages 313-18, May.
- Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-61, January.
- Moffitt, Robert A., 1999. "New developments in econometric methods for labor market analysis," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 24, pages 1367-1397 Elsevier.
- Thomas Lemieux & Nicole M. Fortin, 2000. "Are Women's Wage Gains Men's Losses? A Distributional Test," American Economic Review, American Economic Association, vol. 90(2), pages 456-460, May.
- Thomas Mroz, .
"The Sensitivity of an Empirical Model of Married Women's Hours of Work to Economic and Statistical Assumptions,"
University of Chicago - Population Research Center
84-8, Chicago - Population Research Center.
- Mroz, Thomas A, 1987. "The Sensitivity of an Empirical Model of Married Women's Hours of Work to Economic and Statistical Assumptions," Econometrica, Econometric Society, vol. 55(4), pages 765-99, July.
- David H. Autor & Mark G. Duggan, 2003. "The Rise In The Disability Rolls And The Decline In Unemployment," The Quarterly Journal of Economics, MIT Press, vol. 118(1), pages 157-205, February.
- Derek Neal, 2002.
"The Measured Black-White Wage Gap Among Women is Too Small,"
NBER Working Papers
9133, National Bureau of Economic Research, Inc.
- Derek Neal, 2004. "The Measured Black-White Wage Gap among Women Is Too Small," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages S1-S28, February.
- Katz, Lawrence F. & Autor, David H., 1999. "Changes in the wage structure and earnings inequality," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 26, pages 1463-1555 Elsevier.
- Topel, Robert H, 1994. "Regional Labor Markets and the Determinants of Wage Inequality," American Economic Review, American Economic Association, vol. 84(2), pages 17-22, May.
- Juhn, Chinhui & Murphy, Kevin M & Pierce, Brooks, 1993. "Wage Inequality and the Rise in Returns to Skill," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 410-42, June.
- Gunderson, Morley, 1989. "Male-Female Wage Differentials and Policy Responses," Journal of Economic Literature, American Economic Association, vol. 27(1), pages 46-72, March.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.Cited by:
- Dragana Djurdjevic & Sergiy Radyakin, 2007.
"Decomposition of the Gender Wage Gap Using Matching: An Application for Switzerland,"
Swiss Journal of Economics and Statistics (SJES),
Swiss Society of Economics and Statistics (SSES), vol. 143(IV), pages 365-396, December.
- Djurdjevic, Dragana & Radyakin, Sergiy, 2005. "Decomposition of the Gender Wage Gap Using Matching: an Application for Switzerland," Darmstadt Discussion Papers in Economics 36794, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute of Economics (VWL).
- Djurdjevic, Dragana & Radyakin, Sergiy, 2005. "Decomposition of the Gender Wage Gap Using Matching: an Application for Switzerland," Publications of Darmstadt Technical University, Institute of Economics (VWL) 36794, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute of Economics (VWL).
- Chiappori, Pierre-André & Iyigun, Murat & Weiss, Yoram, 2006.
"Investment in Schooling and the Marriage Market,"
IZA Discussion Papers
2454, Institute for the Study of Labor (IZA).
- Pierre-André Chiappori & Murat Iyigun & Yoram Weiss, 2009. "Investment in Schooling and the Marriage Market," American Economic Review, American Economic Association, vol. 99(5), pages 1689-1713, December.
- Pierre-Andre Chiappori & Yoram Weiss & Murat Iyigun & Yoram Weiss, 2006. "Investment in Schooling and the Marriage Market," 2006 Meeting Papers 43, Society for Economic Dynamics.
- Pierre-Andre Chiappori & Murat Iyigun & Yoram Weiss, 2006. "Investment in Schooling and the Marriage Market," DEGIT Conference Papers c011_034, DEGIT, Dynamics, Economic Growth, and International Trade.
- David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2005.
"Trends in U. S. Wage Inequality: Re-Assessing the Revisionists,"
Harvard Institute of Economic Research Working Papers
2095, Harvard - Institute of Economic Research.
- David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2005. "Trends in U.S. Wage Inequality: Re-Assessing the Revisionists," NBER Working Papers 11627, National Bureau of Economic Research, Inc.
- John J. Donohue III, 2005. "The Law and Economics of Antidiscrimination Law," NBER Working Papers 11631, National Bureau of Economic Research, Inc.
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