Item Nonresponse in Wages: Testing for Biased Estimates in Wage Equations
This paper investigates how to test and correct for nonresponse selection bias induced by missing income information when estimating wage functions. The novelty is to use the variation in interviewer-specific response rates as exclusion restriction within the framework of a sample selection model.
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- Riphahn, Regina T. & Serfling, Oliver, 2002.
"Item Non-Response on Income and Wealth Questions,"
IZA Discussion Papers
573, Institute for the Study of Labor (IZA).
- Heckman, James, 2013.
"Sample selection bias as a specification error,"
Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
- Alfonso Sousa-Poza & Fred Henneberger, 2000. "Wage data collected by telephone interviews: an empirical analysis of the item nonresponse problem and its implications for the estimation of wage functions," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 136(I), pages 79-98, March.
- Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, December.
- Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4 National Bureau of Economic Research, Inc.
- Zweimuller, Josef, 1992. "Survey non-response and biases in wage regressions," Economics Letters, Elsevier, vol. 39(1), pages 105-109, May.
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