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Workplace Heterogeneity and the Rise of West German Wage Inequality

  • David Card
  • Jörg Heining
  • Patrick Kline

We study the role of establishment-specific wage premiums in generating recent increases in West German wage inequality. Models with additive fixed effects for workers and establishments are fit into four subintervals spanning the period from 1985 to 2009. We show that these models provide a good approximation to the wage structure and can explain nearly all of the dramatic rise in West German wage inequality. Our estimates suggest that the increasing dispersion of West German wages has arisen from a combination of rising heterogeneity between workers, rising dispersion in the wage premiums at different establishments, and increasing assortativeness in the assignment of workers to plants. In contrast, the idiosyncratic job-match component of wage variation is small and stable over time. Decomposing changes in mean wages between different education groups, occupations, and industries, we find that increasing plant-level heterogeneity and rising assortativeness in the assignment of workers to establishments explain a large share of the rise in inequality along all three dimensions. JEL Codes: J00, J31, J40. Copyright 2013, Oxford University Press.

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Article provided by Oxford University Press in its journal The Quarterly Journal of Economics.

Volume (Year): 128 (2013)
Issue (Month): 3 ()
Pages: 967-1015

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Handle: RePEc:oup:qjecon:v:128:y:2013:i:3:p:967-1015
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  1. Fredrik Andersson & Elizabeth E. Davis & Matthew L. Freedman & Julia I. Lane & Brian P. Mccall & Kristin Sandusky, 2012. "Decomposing the Sources of Earnings Inequality: Assessing the Role of Reallocation," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 51(4), pages 779-810, October.
  2. John Van Reenen, 1996. "The Creation and Capture of Rents: Wages and Innovation in a Panel of U. K. Companies," The Quarterly Journal of Economics, Oxford University Press, vol. 111(1), pages 195-226.
  3. MaCurdy, Thomas E., 1982. "The use of time series processes to model the error structure of earnings in a longitudinal data analysis," Journal of Econometrics, Elsevier, vol. 18(1), pages 83-114, January.
  4. Wolf Dieter Heinbach, 2006. "Bargained Wages in Decentralized Wage-Setting Regimes," Diskussionspapiere aus dem Institut für Volkswirtschaftslehre der Universität Hohenheim 276/2005, Department of Economics, University of Hohenheim, Germany.
  5. Cahuc, Pierre & Postel-Vinay, Fabien & Robin, Jean-Marc, 2003. "Wage Bargaining with On-The-Job Search: Theory and Evidence," CEPR Discussion Papers 4154, C.E.P.R. Discussion Papers.
  6. Michael P. Keane & Kenneth I. Wolpin, 1995. "The career decisions of young men," Working Papers 559, Federal Reserve Bank of Minneapolis.
  7. Ana Rute Cardoso, 1999. "Firms' Wage Policies and the Rise in Labor Market Inequality: The Case of Portugal," ILR Review, Cornell University, ILR School, vol. 53(1), pages 87-102, October.
  8. Fabien Postel-Vinay & Jean-Marc Robin, 2002. "Equilibrium Wage Dispersion with Worker and Employer Heterogeneity," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-00357751, HAL.
  9. Alda, Holger & Bender, Stefan & Gartner, Hermann, 2005. "The linked employer-employee dataset of the IAB (LIAB)," IAB Discussion Paper 200506, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
  10. Nordström Skans, Oskar & Edin, Per-Anders & Holmlund, Bertil, 2006. "Wage dispersion between and within plants: Sweden 1985-2000," Working Paper Series 2006:9, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  11. Jan Eeckhout & Philipp Kircher, 2011. "Identifying Sorting--In Theory," Review of Economic Studies, Oxford University Press, vol. 78(3), pages 872-906.
  12. Dinardo, J. & Fortin, N.M. & Lemieux, T., 1994. "Labor Market Institutions and the Distribution of Wages, 1973-1992: a Semiparametric Approach," Cahiers de recherche 9406, Universite de Montreal, Departement de sciences economiques.
  13. Heining, Jörg & Card, David & Kline, Patrick, 2013. "Workplace Heterogeneity and the Rise of West German Wage Inequality," Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 80034, Verein für Socialpolitik / German Economic Association.
  14. Shapiro, Carl & Stiglitz, Joseph E, 1984. "Equilibrium Unemployment as a Worker Discipline Device," American Economic Review, American Economic Association, vol. 74(3), pages 433-44, June.
  15. Hethey, Tanja & Schmieder, Johannes F., 2010. "Using worker flows in the analysis of establishment turnover : evidence from German administrative data," FDZ Methodenreport 201006_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
  16. Fitzenberger, Bernd & Kohn, Karsten & Lembcke, Alexander C., 2008. "Union Density and Varieties of Coverage: The Anatomy of Union Wage Effects in Germany," IZA Discussion Papers 3356, Institute for the Study of Labor (IZA).
  17. Barry T. Hirsch & Edward J. Schumacher, 2004. "Match Bias in Wage Gap Estimates Due to Earnings Imputation," Journal of Labor Economics, University of Chicago Press, vol. 22(3), pages 689-722, July.
  18. Burda, Michael C. & Hunt, Jennifer, 2011. "What Explains the German Labor Market Miracle in the Great Recession?," IZA Discussion Papers 5800, Institute for the Study of Labor (IZA).
  19. repec:adr:anecst:y:2005:i:79-80 is not listed on IDEAS
  20. Bloom, Nicholas & Van Reenen, John, 2006. "Measuring and Explaining Management Practices Across Firms and Countries," CEPR Discussion Papers 5581, C.E.P.R. Discussion Papers.
  21. David H. Autor, 2009. "Introduction to "Studies of Labor Market Intermediation"," NBER Chapters, in: Studies of Labor Market Intermediation, pages 1-23 National Bureau of Economic Research, Inc.
  22. Dale T. Mortensen & Christopher A. Pissarides, 1993. "Job Creation and Job Destruction in the Theory of Unemployment," CEP Discussion Papers dp0110, Centre for Economic Performance, LSE.
  23. Costas Meghir & Luigi Pistaferri, 2004. "Income Variance Dynamics and Heterogeneity," Econometrica, Econometric Society, vol. 72(1), pages 1-32, 01.
  24. Arai, Mahmood, 1999. "Wages, Profits and Capital Intensity: Evidence from Matched Worker-Firm Data," Research Papers in Economics 1999:3, Stockholm University, Department of Economics.
  25. Patrick Kline & Andres Santos, 2010. "Sensitivity to Missing Data Assumptions: Theory and An Evaluation of the U.S. Wage Structure," NBER Working Papers 15716, National Bureau of Economic Research, Inc.
  26. Arindrajit Dube & Ethan Kaplan, 2010. "Does Outsourcing Reduce Wages in the Low-Wage Service Occupations? Evidence from Janitors and Guards," ILR Review, Cornell University, ILR School, vol. 63(2), pages 287-306, January.
  27. Antonczyk, Dirk & Fitzenberger, Bernd & Sommerfeld, Katrin, 2010. "Rising wage inequality, the decline of collective bargaining, and the gender wage gap," ZEW Discussion Papers 10-014, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  28. Horst Siebert, 1997. "Labor Market Rigidities: At the Root of Unemployment in Europe," Journal of Economic Perspectives, American Economic Association, vol. 11(3), pages 37-54, Summer.
  29. Riphahn, Regina T. & Schnitzlein, Daniel D., 2011. "Wage Mobility in East and West Germany," IZA Discussion Papers 6246, Institute for the Study of Labor (IZA).
  30. Erica L. Groshen, 1991. "Sources of Intra-Industry Wage Dispersion: How Much Do Employers Matter?," The Quarterly Journal of Economics, Oxford University Press, vol. 106(3), pages 869-884.
  31. Eichhorst, Werner, 2012. "The Unexpected Appearance of a New German Model," IZA Discussion Papers 6625, Institute for the Study of Labor (IZA).
  32. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The Skill Content of Recent Technological Change: An Empirical Exploration," The Quarterly Journal of Economics, Oxford University Press, vol. 118(4), pages 1279-1333.
  33. Bound, John & Johnson, George, 1992. "Changes in the Structure of Wages in the 1980's: An Evaluation of Alternative Explanations," American Economic Review, American Economic Association, vol. 82(3), pages 371-92, June.
  34. Bachmann, Ronald & König, Marion & Schaffner, Sandra, 2012. "Lost in Transition? Minimum Wage Effects on German Construction Workers," IZA Discussion Papers 6760, Institute for the Study of Labor (IZA).
  35. N. Guertzgen, 2010. "Rent-sharing and collective wage contracts-evidence from German establishment-level data," Applied Economics, Taylor & Francis Journals, vol. 42(22), pages 2835-2854.
  36. Machin, S. & Van Reenen, J., 1997. "Technology and Changes in Skill Structure: Evidence from Seven OECD Countries," Papers 24, Centre for Economic Performance & Institute of Economics.
  37. Max Gruetter & Rafael Lalive, . "The Importance of Firms in Wage Determination," IEW - Working Papers 207, Institute for Empirical Research in Economics - University of Zurich.
  38. Bauer, Thomas K. & Zimmermann, Klaus F., 1999. "Occupational Mobility of Ethnic Migrants," IZA Discussion Papers 58, Institute for the Study of Labor (IZA).
  39. George A. Akerlof, 1982. "Labor Contracts as Partial Gift Exchange," The Quarterly Journal of Economics, Oxford University Press, vol. 97(4), pages 543-569.
  40. Eichhorst, Werner & Marx, Paul, 2009. "Reforming German Labor Market Institutions: A Dual Path to Flexibility," IZA Discussion Papers 4100, Institute for the Study of Labor (IZA).
  41. Holger Alda & Stefan Bender & Hermann Gartner, 2005. "European Data Watch: The linked employer-employee dataset created from the IAB establishment panel and the process-produced data of the IAB (LIAB)," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 125(2), pages 327-336.
  42. Robert H. Topel & Michael P. Ward, 1992. "Job Mobility and the Careers of Young Men," The Quarterly Journal of Economics, Oxford University Press, vol. 107(2), pages 439-479.
  43. Lawrence F. Katz & Kevin M. Murphy, 1991. "Changes in Relative Wages, 1963-1987: Supply and Demand Factors," NBER Working Papers 3927, National Bureau of Economic Research, Inc.
  44. repec:zbw:rwidps:0041 is not listed on IDEAS
  45. Card, David & Devicienti, Francesco & Maida, Agata, 2011. "Rent-Sharing, Hold-up, and Wages: Evidence from Matched Panel Data," IZA Discussion Papers 6086, Institute for the Study of Labor (IZA).
  46. Katharine G. Abraham & Susan K. Taylor, 1993. "Firms' Use of Outside Contractors: Theory and Evidence," NBER Working Papers 4468, National Bureau of Economic Research, Inc.
  47. John M. Abowd & Francis Kramarz, 2005. "Human Capital and Worker Productivity: Direct Evidence from Linked Employer-Employee Data," Annals of Economics and Statistics, GENES, issue 79-80, pages 323-338.
  48. Richard B. Freeman, 1978. "Unionism and the Dispersion of Wages," NBER Working Papers 0248, National Bureau of Economic Research, Inc.
  49. David H. Autor, 2009. "Studies of Labor Market Intermediation," NBER Books, National Bureau of Economic Research, Inc, number auto07-1, September.
  50. Juhn, Chinhui & Murphy, Kevin M & Pierce, Brooks, 1993. "Wage Inequality and the Rise in Returns to Skill," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 410-42, June.
  51. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, Oxford University Press, vol. 124(4), pages 1403-1448.
  52. Jacobi, Lena & Kluve, Jochen, 2006. "Before and After the Hartz Reforms: The Performance of Active Labour Market Policy in Germany," RWI Discussion Papers 41, RWI - Leibniz-Institut für Wirtschaftsforschung.
  53. Bagger, Jesper & Sørensen, Kenneth L. & Vejlin, Rune, 2013. "Wage sorting trends," Economics Letters, Elsevier, vol. 118(1), pages 63-67.
  54. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-38, May.
  55. Peter Kuhn & Fernando Lozano, 2008. "The Expanding Workweek? Understanding Trends in Long Work Hours among U.S. Men, 1979-2006," Journal of Labor Economics, University of Chicago Press, vol. 26(2), pages 311-343, 04.
  56. Goux, Dominique & Maurin, Eric, 1999. "Persistence of Interindustry Wage Differentials: A Reexamination Using Matched Worker-Firm Panel Data," Journal of Labor Economics, University of Chicago Press, vol. 17(3), pages 492-533, July.
  57. M. J. Andrews & L. Gill & T. Schank & R. Upward, 2008. "High wage workers and low wage firms: negative assortative matching or limited mobility bias?," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 171(3), pages 673-697.
  58. Cardoso, Ana Rute, 1997. "Workers or Employers: Who Is Shaping Wage Inequality?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 59(4), pages 523-47, November.
  59. repec:adr:anecst:y:2005:i:79-80:p:13 is not listed on IDEAS
  60. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
  61. Steve J. Davis & John Haltiwanger, 1991. "Wage Dispersion Between and Within U.S. Manufacturing Plants, 1963-1986," NBER Working Papers 3722, National Bureau of Economic Research, Inc.
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