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Estimating the employment effects of a minimum wage from a cross-sectional wage distribution. A semi-parametric approach

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  • Müller, Kai-Uwe

Abstract

On the basis of a structural labor demand model employment effects of a minimum wage are estimated from a single cross-sectional wage distribution. The main contribution of the paper is to relax restrictive functional form assumptions of earlier papers by introducing more flexible semi-parametric censored quantile regressions to this framework. We apply the model to the sectoral minimum wage in the German construction sector. It can be shown that the semi-parametric estimates are within a plausible range: employment levels would be 4-5% higher without the minimum wage in the East where the minimum was binding. The effect for West Germany is markedly smaller, since the minimum wage level was lower in relation to the wage distribution. This semi-parametrically estimated structural approach can be a useful alternative to more popular panel data or difference-in-difference models when the necessary institutional variation or data base is either not available, or the necessary assumptions are problematic.

Suggested Citation

  • Müller, Kai-Uwe, 2012. "Estimating the employment effects of a minimum wage from a cross-sectional wage distribution. A semi-parametric approach," VfS Annual Conference 2012 (Goettingen): New Approaches and Challenges for the Labor Market of the 21st Century 62019, Verein für Socialpolitik / German Economic Association.
  • Handle: RePEc:zbw:vfsc12:62019
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    1. Sergio Firpo, 2007. "Efficient Semiparametric Estimation of Quantile Treatment Effects," Econometrica, Econometric Society, vol. 75(1), pages 259-276, January.
    2. Powell, James L, 1986. "Symmetrically Trimmed Least Squares Estimation for Tobit Models," Econometrica, Econometric Society, vol. 54(6), pages 1435-1460, November.
    3. David Neumark & William Wascher, 2006. "Minimum Wages and Employment: A Review of Evidence from the New Minimum Wage Research," NBER Working Papers 12663, National Bureau of Economic Research, Inc.
    4. Koenig, Marion & Möller, Joachim, 2007. "Mindestlohneffekte des Entsendegesetzes? Eine Mikrodatenanalyse für die deutsche Bauwirtschaft," University of Regensburg Working Papers in Business, Economics and Management Information Systems 426, University of Regensburg, Department of Economics.
    5. Dickens, Richard & Machin, Stephen & Manning, Alan, 1998. "Estimating the effect of minimum wages on employment from the distribution of wages: A critical view," Labour Economics, Elsevier, vol. 5(2), pages 109-134, June.
    6. Thomas K. Bauer & Jochen Kluve & Sandra Schaffner & Christoph M. Schmidt, 2009. "Fiscal Effects of Minimum Wages: An Analysis for Germany," German Economic Review, Verein für Socialpolitik, vol. 10(2), pages 224-242, May.
    7. Andreas Knabe & Ronnie Schöb, 2009. "Minimum Wage Incidence: The Case for Germany," FinanzArchiv: Public Finance Analysis, Mohr Siebeck, Tübingen, vol. 65(4), pages 403-441, December.
    8. Melly, Blaise, 2005. "Decomposition of differences in distribution using quantile regression," Labour Economics, Elsevier, vol. 12(4), pages 577-590, August.
    9. Buchinsky, Moshe, 1994. "Changes in the U.S. Wage Structure 1963-1987: Application of Quantile Regression," Econometrica, Econometric Society, vol. 62(2), pages 405-458, March.
    10. Dean Jolliffe & Bohdan Krushelnytskyy & Anastassia Semykina, 2001. "Censored least absolute deviations estimator: CLAD," Stata Technical Bulletin, StataCorp LP, vol. 10(58).
    11. Neumark, David & Wascher, William L., 2007. "Minimum Wages and Employment," Foundations and Trends(R) in Microeconomics, now publishers, vol. 3(1–2), pages 1-182, March.
    12. Meyer, Robert H & Wise, David A, 1983. "Discontinuous Distributions and Missing Persons: The Minimum Wage and Unemployed Youth," Econometrica, Econometric Society, vol. 51(6), pages 1677-1698, November.
    13. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    14. Arindrajit Dube & T. William Lester & Michael Reich, 2010. "Minimum Wage Effects Across State Borders: Estimates Using Contiguous Counties," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 945-964, November.
    15. Pia Rattenhuber, 2011. "Building the Minimum Wage: Germany's First Sectoral Minimum Wage and Its Impact on Wages in the Construction Industry," Discussion Papers of DIW Berlin 1111, DIW Berlin, German Institute for Economic Research.
    16. Khan, Shakeeb & Powell, James L., 2001. "Two-step estimation of semiparametric censored regression models," Journal of Econometrics, Elsevier, vol. 103(1-2), pages 73-110, July.
    17. Marcel Thum & Joachim Ragnitz, 2007. "On the introduction of minimum wages: empirical relevance of the low wage sector," ifo Schnelldienst, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 60(10), pages 33-35, May.
    18. James L. Medoff & Katharine G. Abraham, 1981. "The Role of Seniority at U.S. Work Places: A Report on Some New Evidence," NBER Working Papers 0618, National Bureau of Economic Research, Inc.
    19. Kenneth Y. Chay & James L. Powell, 2001. "Semiparametric Censored Regression Models," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 29-42, Fall.
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    More about this item

    JEL classification:

    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J38 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Public Policy

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