Match Bias in Wage Gap Estimates Due to Earnings Imputation
AbstractAbout 30% of workers in the Current Population Survey have earnings imputed. Wage gap estimates are biased toward zero when the attribute being studied (e.g., union status) is not a criterion used to match donors to nonrespondents. An expression for "match bias" is derived in which attenuation equals the sum of match error rates. Attenuation can be approximated by the proportion with imputed earnings. Union wage gap estimates with match bias removed are presented for 19732001. Estimates for recent years are biased downward 5 percentage points. Bias in gap estimates accompanying other nonmatch criteria (public sector, industry, etc.) is examined.
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Bibliographic InfoArticle provided by University of Chicago Press in its journal Journal of Labor Economics.
Volume (Year): 22 (2004)
Issue (Month): 3 (July)
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Web page: http://www.journals.uchicago.edu/JOLE/
Other versions of this item:
- Hirsch, Barry T. & Schumacher, Edward J., 2003. "Match Bias in Wage Gap Estimates Due to Earnings Imputation," IZA Discussion Papers 783, Institute for the Study of Labor (IZA).
- J3 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs
- J5 - Labor and Demographic Economics - - Labor-Management Relations, Trade Unions, and Collective Bargaining
- C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
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- repec:eme:rlepps:v:18:y:1999:i:1999:p:243-279 is not listed on IDEAS
- Aigner, Dennis J., 1973. "Regression with a binary independent variable subject to errors of observation," Journal of Econometrics, Elsevier, vol. 1(1), pages 49-59, March.
- Freeman, Richard Barry, 1984.
"Longitudinal Analyses of the Effects of Trade Unions,"
4631951, Harvard University Department of Economics.
- Freeman, Richard B, 1984. "Longitudinal Analyses of the Effects of Trade Unions," Journal of Labor Economics, University of Chicago Press, vol. 2(1), pages 1-26, January.
- Richard B. Freeman, 1983. "Longitudinal Analyses of the Effects of Trade Unions," NBER Working Papers 1207, National Bureau of Economic Research, Inc.
- Bollinger, Christopher R., 1996. "Bounding mean regressions when a binary regressor is mismeasured," Journal of Econometrics, Elsevier, vol. 73(2), pages 387-399, August.
- Angrist, Joshua D. & Krueger, Alan B., 1999.
"Empirical strategies in labor economics,"
Handbook of Labor Economics,
in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 23, pages 1277-1366
- Joshua Angrist & Alan Krueger, 1998. "Empirical Strategies in Labor Economics," Working Papers 780, Princeton University, Department of Economics, Industrial Relations Section..
- Joshua Angrist & Alan Krueger, 1998. "Empirical Strategies in Labor Economics," Working papers 98-7, Massachusetts Institute of Technology (MIT), Department of Economics.
- Bernt Bratsberg & James F. Ragan & Jr, 2002. "Changes in the union wage premium by industry," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 56(1), pages 65-83, October.
- David Blanchflower & Alex Bryson, 2002. "Changes over time in union relative wage effects in the UK and the US revisited," NBER Working Papers 9395, National Bureau of Economic Research, Inc.
- Barry T. Hirsch & Edward J. Schumacher, .
"Unions, Wages, and Skills,"
9606, East Carolina University, Department of Economics.
- William T. Dickens & Lawrence F. Katz, 1987. "Interindustry Wage Differences and Industry Characteristics," NBER Working Papers 2014, National Bureau of Economic Research, Inc.
- Heckman, James J. & Lalonde, Robert J. & Smith, Jeffrey A., 1999. "The economics and econometrics of active labor market programs," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 31, pages 1865-2097 Elsevier.
- Lee Lillard & James P. Smith & Finis Welch, 2004.
"What Do We Really Know About Wages: The Importance of Nonreporting and Census Imputation,"
Labor and Demography
- Lillard, Lee & Smith, James P & Welch, Finis, 1986. "What Do We Really Know about Wages? The Importance of Nonreporting and Census Imputation," Journal of Political Economy, University of Chicago Press, vol. 94(3), pages 489-506, June.
- Gibbons, Robert & Katz, Lawrence F, 1992.
"Does Unmeasured Ability Explain Inter-industry Wage Differentials?,"
Review of Economic Studies,
Wiley Blackwell, vol. 59(3), pages 515-35, July.
- Robert Gibbons & Lawrence F. Katz, 1992. "Does Unmeasured Ability Explain Inter-Industry Wage Differentials?," NBER Working Papers 3182, National Bureau of Economic Research, Inc.
- Blanchflower, D-G, 1997.
"Changes Over Time in Union Relative Wage Effects in Great Britain and the United States,"
15, Centre for Economic Performance & Institute of Economics.
- David G. Blanchflower, 1997. "Changes Over Time in Union Relative Wage Effects in Great Britain and the United States," NBER Working Papers 6100, National Bureau of Economic Research, Inc.
- John Bound & Alan B. Krueger, 1989.
"The Extent of Measurement Error In Longitudinal Earnings Data: Do Two Wrongs Make A Right?,"
NBER Working Papers
2885, National Bureau of Economic Research, Inc.
- Bound, John & Krueger, Alan B, 1991. "The Extent of Measurement Error in Longitudinal Earnings Data: Do Two Wrongs Make a Right?," Journal of Labor Economics, University of Chicago Press, vol. 9(1), pages 1-24, January.
- Mellow, Wesley & Sider, Hal, 1983. "Accuracy of Response in Labor Market Surveys: Evidence and Implications," Journal of Labor Economics, University of Chicago Press, vol. 1(4), pages 331-44, October.
- Hirsch, Barry T & Macpherson, David A, 2000. "Earnings, Rents, and Competition in the Airline Labor Market," Journal of Labor Economics, University of Chicago Press, vol. 18(1), pages 125-55, January.
- Krueger, Alan B & Summers, Lawrence H, 1988. "Efficiency Wages and the Inter-industry Wage Structure," Econometrica, Econometric Society, vol. 56(2), pages 259-93, March.
- Heckman, James J & Ichimura, Hidehiko & Todd, Petra, 1998. "Matching as an Econometric Evaluation Estimator," Review of Economic Studies, Wiley Blackwell, vol. 65(2), pages 261-94, April.
- Card, David, 1996. "The Effect of Unions on the Structure of Wages: A Longitudinal Analysis," Econometrica, Econometric Society, vol. 64(4), pages 957-79, July.
- Kim, Dae Il, 1998. "Reinterpreting Industry Premiums: Match-Specific Productivity," Journal of Labor Economics, University of Chicago Press, vol. 16(3), pages 479-504, July.
- Helwege, Jean, 1992. "Sectoral Shifts and Interindustry Wage Differentials," Journal of Labor Economics, University of Chicago Press, vol. 10(1), pages 55-84, January.
- John A. Bishop & John P. Formby & Paul D. Thistle, 1999. "Mitigating Earnings Imputation Bias: Evidence from the CPS," Working Papers 9914, East Carolina University, Department of Economics.
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