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The Union Membership Wage Premium: An Analysis Using Propensity Score Matching

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Author Info
Alex Bryson

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Abstract

This paper estimates the size of the union membership wage premium by comparing wage outcomes for unionised workers with 'matched' non-unionised workers. The method assumes selection on observables. For this identifying assumption to be plausible, one must be able to control for all characteristics affecting both union status and wages. This requires very informative data. We illustrate the value of the rich data offered by the linked employer-employee Workplace Employee Relations Survey (WERS) 1998 in implementing this methodology. We estimate the union membership premium for the whole private sector, among workers in workplaces where at least some workers are covered by collective bargaining, and in occupations with pay set by collective bargaining. We find a raw 17-25% union premium in gross hourly wages for the private sector in Britain, depending on the sub-group used. However, post-matching this difference falls to between 3% and 6%. This indicates that the higher pay of unionised workers is largely accounted for by their better underlying earnings capacity, which is associated with their individual characteristics, the jobs they do and the workplaces they find themselves in.

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Paper provided by Centre for Economic Performance, LSE in its series CEP Discussion Papers with number dp0530.

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Date of creation: May 2002
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Handle: RePEc:cep:cepdps:dp0530

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Related research
Keywords: trade unions; wage premium; treatment effect; matching; propensity score;

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Find related papers by JEL classification:
C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Semiparametric and Nonparametric Methods
C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Microeconomic Data
J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
J51 - Labor and Demographic Economics - - Labor-Management Relations, Trade Unions, and Collective Bargaining - - - Trade Unions: Objectives, Structure, and Effects

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  1. Arpino, Bruno & Mealli, Fabrizia, 2008. "The specification of the propensity score in multilevel observational studies," MPRA Paper 17407, University Library of Munich, Germany. [Downloadable!]
  2. Seppo Kari & Jouko Ylä-Liedenpohja, 2004. "Cost of Capital for Cross-Border Investment: The Fallacy of Estonia as a Tax Haven," Baltic Journal of Economics, Baltic International Centre for Economic Policy Studies, vol. 5(1), pages 28-43, December. [Downloadable!]
    Other versions:
  3. Buonanno, Paolo & Pozzoli, Dario, 2008. "Early Labour Market Returns to College Subjects," Working Papers 08-10, University of Aarhus, Aarhus School of Business, Department of Economics. [Downloadable!]
    Other versions:
  4. Addison, John T. & Siebert, W. Stanley, 2002. "Changes in Collective Bargaining in the U.K," IZA Discussion Papers 562, Institute for the Study of Labor (IZA). [Downloadable!]
  5. A Charlwood, 2005. "The De-Collectivisation of Pay Setting in Britain 1990-1998: Incidence, Determinants and Impact," CEP Discussion Papers dp0705, Centre for Economic Performance, LSE. [Downloadable!]
  6. John Schmitt, 2008. "The Union Wage Advantage for Low-Wage Workers," CEPR Reports and Issue Briefs 2008-17, Center for Economic and Policy Research (CEPR). [Downloadable!]
  7. Camilla Jensen, 2004. "Formal Integration: FDI and trade in Europe," Baltic Journal of Economics, Baltic International Centre for Economic Policy Studies, vol. 5(1), pages 5-27, December. [Downloadable!]
  8. Alex Bryson & Lorenzo Cappellari & Claudio Lucifora, 2003. "Does Union Membership Really Reduce Job Satisfaction?," CEP Discussion Papers dp0569, Centre for Economic Performance, LSE. [Downloadable!]
    Other versions:
  9. Panagiotopoulos, Miltiadis, 2005. "The Evolution of Trade Unions in Britain," MPRA Paper 4290, University Library of Munich, Germany, revised 2007. [Downloadable!]
  10. Raul Eamets & Epp Kalaste, 2004. "The Lack of Wage Setting Power of Estonian Trade Unions?," Baltic Journal of Economics, Baltic International Centre for Economic Policy Studies, vol. 5(1), pages 44-60, December. [Downloadable!]
  11. Addison, John T. & Belfield, Clive R., 2002. "Unions and Establishment Performance: Evidence from the British Workplace Industrial/Employee Relations Surveys," IZA Discussion Papers 455, Institute for the Study of Labor (IZA). [Downloadable!]
  12. Manquilef-Bächler, Alejandra A. & Arulampalam, Wiji & Smith, Jennifer C., 2009. "Differences in Decline: Quantile Regression Analysis of Union Wage Differentials in the United Kingdom, 1991-2003," IZA Discussion Papers 4138, Institute for the Study of Labor (IZA). [Downloadable!]
  13. Addison, John T. & Bellmann, Lutz & Kölling, Arnd, 2002. "Unions, Works Councils and Plant Closings in Germany," IZA Discussion Papers 474, Institute for the Study of Labor (IZA). [Downloadable!]
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