Kapsalis, Constantine (2020): Wage Discrimination: Direct vs. Reverse Regression Method.
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Abstract
Two methods of estimating wage discrimination have been employed so far in the literature: the direct regression method and the reverse regression method. What distinguishes the two methods is their assumption about the wage determination process: The direct regression method assumes that employees are paid according to their qualifications; by contrast, the reverse regression method assumes that wages are determined by the nature of the job and it is the qualifications of employees within that job classification that may vary. This paper develops a new measure of wage discrimination, referred to here as the combined method, which is based on combining the results of the two wage discrimination measures. Using randomly generated data, it can be demonstrated that the combined method will produce the correct estimate of wage discrimination, assuming that the two alternative wage determination processes outlined above are equally common in the labour market.
Item Type: | MPRA Paper |
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Original Title: | Wage Discrimination: Direct vs. Reverse Regression Method |
English Title: | Wage Discrimination: Direct vs. Reverse Regression Method |
Language: | English |
Keywords: | wage discrimination |
Subjects: | J - Labor and Demographic Economics > J7 - Labor Discrimination > J71 - Discrimination |
Item ID: | 103184 |
Depositing User: | Constantine Kapsalis |
Date Deposited: | 05 Oct 2020 19:32 |
Last Modified: | 05 Oct 2020 19:32 |
References: | Blinder, A., 1973. “Wage discrimination: Reduced form and structural estimates.” Journal of Human Resources 8 (Fall): 436-455. Dempsters, A.P., 1979. “Statistical concepts of discrimination.” Statistics Department, Harvard University, Cambridge, MA. Goldberger, A.S., 1984. “Reverse regression and salary discrimination.” Journal of Human Resources XIX, 3. Kapsalis, C., 1979. “A new method of estimating wage discrimination between men and women.” Economic Council of Canada. Kapsalis, C., 1982. “A new measure of wage discrimination.” Economics Letters 9: 287- 293. Malinvaud, E., 1970, Statistical Methods of econometrics, 2nd edition (NorthHolland, New York). Oaxaca, R., 1973. “Male-female wage differential in urban labour markets.” International Economic Review 14 (3): 693-705. Roberts, H.V., 1979. Harris Trust and Savings Bank: An analysis of employee compensation. Center for Mathematical Studies in Business and Economics, University of Chicago. Roberts, H.V., 1980. “Statistical biases in the measurement of employment discrimination.” In E.R. Livernash, ed., Comparable worth: Issues and alternatives. Equal Employment Advisory Council, Washington, DC. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/103184 |