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Are Occupations Paid What They are Worth? An Econometric Study of Occupational Wage Inequality and Productivity

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  • Stephan Kampelmann
  • François Rycx

Abstract

Labour economists typically assume that pay differences between occupations can be explained with variations in productivity. The empirical evidence on the validity of this assumption is surprisingly thin and subject to various potential biases. The authors use matched employer-employee panel data from Belgium for the years 1999–2006 to examine occupational productivity-wage gaps. They find that occupations play distinct roles for remuneration and productivity: while the estimations indicate a significant upward-sloping occupational wage-profile, the hypothesis of a flat productivity-profile cannot be rejected. The corresponding pattern of over- and underpayment stands up to a series of robustness tests. Copyright Springer Science+Business Media New York 2012

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  • Stephan Kampelmann & François Rycx, 2012. "Are Occupations Paid What They are Worth? An Econometric Study of Occupational Wage Inequality and Productivity," De Economist, Springer, vol. 160(3), pages 257-287, September.
    • Handle: RePEc:kap:decono:v:160:y:2012:i:3:p:257-287
    DOI: 10.1007/s10645-012-9190-0
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    1. Lazear, Edward P & Rosen, Sherwin, 1981. "Rank-Order Tournaments as Optimum Labor Contracts," Journal of Political Economy, University of Chicago Press, vol. 89(5), pages 841-864, October.
    2. George A. Akerlof & Janet L. Yellen, 1990. "The Fair Wage-Effort Hypothesis and Unemployment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(2), pages 255-283.
    3. Benoit Dostie, 2011. "Wages, Productivity and Aging," De Economist, Springer, vol. 159(2), pages 139-158, June.
    4. Jan Ours, 2009. "Will You Still Need Me: When I’m 64?," De Economist, Springer, vol. 157(4), pages 441-460, December.
    5. Thierry Lallemand & François Rycx, 2009. "Are Older Workers Harmful for Firm Productivity?," De Economist, Springer, vol. 157(3), pages 273-292, September.
    6. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    7. Daron Acemoglu & Jorn-Steffen Pischke, 1999. "The Structure of Wages and Investment in General Training," Journal of Political Economy, University of Chicago Press, vol. 107(3), pages 539-572, June.
    8. Christian Göbel & Thomas Zwick, 2012. "Age and Productivity: Sector Differences," De Economist, Springer, vol. 160(1), pages 35-57, March.
    9. Ernst R. Berndt & Charles R. Hulten, 2007. "Introduction to "Hard-to-Measure Goods and Services: Essays in Honor of Zvi Griliches"," NBER Chapters, in: Hard-to-Measure Goods and Services: Essays in Honor of Zvi Griliches, pages 1-14, National Bureau of Economic Research, Inc.
    10. Edward P. Lazear & Kathryn L. Shaw, 2007. "Personnel Economics: The Economist's View of Human Resources," Journal of Economic Perspectives, American Economic Association, vol. 21(4), pages 91-114, Fall.
    11. Göbel, Christian & Zwick, Thomas, 2009. "Age and productivity: evidence from linked employer employee data," ZEW Discussion Papers 09-020, ZEW - Leibniz Centre for European Economic Research.
    12. Scully, Gerald W, 1974. "Pay and Performance in Major League Baseball," American Economic Review, American Economic Association, vol. 64(6), pages 915-930, December.
    13. Jan Ours & Lenny Stoeldraijer, 2011. "Age, Wage and Productivity in Dutch Manufacturing," De Economist, Springer, vol. 159(2), pages 113-137, June.
    14. Judith K. Hellerstein & David Neumark, 2007. "Production Function and Wage Equation Estimation with Heterogeneous Labor: Evidence from a New Matched Employer-Employee Data Set," NBER Chapters, in: Hard-to-Measure Goods and Services: Essays in Honor of Zvi Griliches, pages 31-71, National Bureau of Economic Research, Inc.
    15. Lucian Arye Bebchuk & Jesse M. Fried, 2003. "Executive Compensation as an Agency Problem," Journal of Economic Perspectives, American Economic Association, vol. 17(3), pages 71-92, Summer.
    16. Skott, Peter, 2005. "Fairness as a source of hysteresis in employment and relative wages," Journal of Economic Behavior & Organization, Elsevier, vol. 57(3), pages 305-331, July.
    17. Ernst R. Berndt & Charles R. Hulten, 2007. "Hard-to-Measure Goods and Services: Essays in Honor of Zvi Griliches," NBER Books, National Bureau of Economic Research, Inc, number bern07-1, March.
    18. Ana Cardoso & Paulo Guimarães & José Varejão, 2011. "Are Older Workers Worthy of Their Pay? An Empirical Investigation of Age-Productivity and Age-Wage Nexuses," De Economist, Springer, vol. 159(2), pages 95-111, June.
    19. Alessandra Cataldi & Stephan Kampelmann & François Rycx, 2011. "Productivity-Wage Gaps Among Age Groups: Does the ICT Environment Matter?," De Economist, Springer, vol. 159(2), pages 193-221, June.
    20. Hellerstein, Judith K & Neumark, David & Troske, Kenneth R, 1999. "Wages, Productivity, and Worker Characteristics: Evidence from Plant-Level Production Functions and Wage Equations," Journal of Labor Economics, University of Chicago Press, vol. 17(3), pages 409-446, July.
    21. Levine, David I., 1991. "Cohesiveness, productivity, and wage dispersion," Journal of Economic Behavior & Organization, Elsevier, vol. 15(2), pages 237-255, March.
    22. Pekka Ilmakunnas & Seija Ilmakunnas, 2011. "Diversity at the Workplace: Whom Does it Benefit?," De Economist, Springer, vol. 159(2), pages 223-255, June.
    23. Mincer, Jacob, 1970. "The Distribution of Labor Incomes: A Survey with Special Reference to the Human Capital Approach," Journal of Economic Literature, American Economic Association, vol. 8(1), pages 1-26, March.
    24. Frank, Robert H, 1984. "Are Workers Paid Their Marginal Products?," American Economic Review, American Economic Association, vol. 74(4), pages 549-571, September.
    25. Daron Acemoglu, 2002. "Technical Change, Inequality, and the Labor Market," Journal of Economic Literature, American Economic Association, vol. 40(1), pages 7-72, March.
    26. Hamermesh, Daniel S, 1975. "Interdependence in the Labour Market," Economica, London School of Economics and Political Science, vol. 42(168), pages 420-429, November.
    27. Pekka Ilmakunnas & Mika Maliranta, 2005. "Technology, Labour Characteristics and Wage‐productivity Gaps," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(5), pages 623-645, October.
    28. Vincent Vandenberghe, 2011. "Firm‐level Evidence on Gender Wage Discrimination in the Belgian Private Economy," LABOUR, CEIS, vol. 25(3), pages 330-349, September.
    29. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66, pages 281-281.
    30. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed the Labor Market?," The Quarterly Journal of Economics, Oxford University Press, vol. 113(4), pages 1169-1213.
    31. Peter T. Gottschalk, 1978. "A Comparison of Marginal Productivity and Earnings by Occupation," ILR Review, Cornell University, ILR School, vol. 31(3), pages 368-378, April.
    32. Bebchuk, Lucian A. & Fried, Jesse M., 2003. "Executive Compensation as an Agency Problem," Berkeley Olin Program in Law & Economics, Working Paper Series qt81q3136r, Berkeley Olin Program in Law & Economics.
    33. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    34. V. Vandenberghe, 2011. "Boosting the Employment Rate of Older Men and Women," De Economist, Springer, vol. 159(2), pages 159-191, June.
    35. Walter Y. Oi, 1962. "Labor as a Quasi-Fixed Factor," Journal of Political Economy, University of Chicago Press, vol. 70, pages 538-538.
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    Cited by:

    1. Hatem Mohammed Rouhoma Salah & Nasser Habtoor, 2015. "Libyan Managers’s Perspective on the Intention to Retain Older Employees in the Corporate Sectors in Libya," International Journal of Management Sciences, Research Academy of Social Sciences, vol. 6(6), pages 282-290.
    2. Stephan Kampelmann & François Rycx, 2016. "Wage discrimination against immigrants: measurement with firm-level productivity data," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 5(1), pages 1-24, December.
    3. Andrea Garnero & Stephan Kampelmann & François Rycx, 2014. "The Heterogeneous Effects of Workforce Diversity on Productivity, Wages, and Profits," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 53(3), pages 430-477, July.
    4. Garnero, Andrea & Kampelmann, Stephan & Rycx, François, 2013. "Part-time Work, Wages and Productivity: Evidence from Belgian Matched Panel Data," IZA Discussion Papers 7789, Institute of Labor Economics (IZA).
    5. Stephan Kampelmann & François Rycx & Yves Saks & Ilan Tojerow, 2018. "Does education raise productivity and wages equally? The moderating role of age and gender," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-37, December.
    6. Liis Roosaar & Jaan Masso & Urmas Varblane, 2017. "The Structural Change And Labour Productivity Of Firms: Do Changes In The Age And Wage Structure Of Employees Matter?," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 103, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    7. Kevin André Pineda-Hernández & François Rycx & Mélanie Volral, 2022. "Moving Up the Social Ladder? Wages of First- and Second-Generation Immigrants from Developing Countries," Working Papers CEB 22-012, ULB -- Universite Libre de Bruxelles.
    8. François Rycx & Yves Saks & Ilan Tojerow, 2015. "Does Education Raise Productivity and Wages Equally? The Moderating Roles of Age, Gender and Industry," Working Paper Research 281, National Bank of Belgium.
    9. Kampelmann, Stephan & Mahy, Benoît & Rycx, François & Vermeylen, Guillaume, 2016. "Who Is Your Perfect Match? Educational Norms, Educational Mismatch and Firm Profitability," IZA Discussion Papers 10399, Institute of Labor Economics (IZA).
    10. Maliranta, Mika, 2013. "Globalization, occupational restructuring and firm performance," ETLA Working Papers 5, The Research Institute of the Finnish Economy.
    11. Kyle Glenn, 2021. "Social Labor vs Human Capital: Competing Theories of Skills," Working Papers 2115, New School for Social Research, Department of Economics.
    12. Romina Giuliano & Stephan Kampelmann & Benoît Mahy & François Rycx, 2017. "Short Notice, Big Difference? The Effect of Temporary Employment on Firm Competitiveness across Sectors," British Journal of Industrial Relations, London School of Economics, vol. 55(2), pages 421-449, June.
    13. Paul Gift, 2020. "Moving the Needle in MMA: On the Marginal Revenue Product of UFC Fighters," Journal of Sports Economics, , vol. 21(2), pages 176-209, February.
    14. Andrea Garnero & Stephan Kampelmann & François Rycx, 2014. "Part-Time Work, Wages, and Productivity," ILR Review, Cornell University, ILR School, vol. 67(3), pages 926-954, July.

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    More about this item

    Keywords

    Labour productivity; Wages; Occupations; Production function; Matched employer-employee data; J24; J31; J44;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J44 - Labor and Demographic Economics - - Particular Labor Markets - - - Professional Labor Markets and Occupations

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