IDEAS home Printed from https://ideas.repec.org/a/kap/decono/v160y2012i3p257-287.html
   My bibliography  Save this article

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

Author

Listed:
  • 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

Suggested Citation

  • 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
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s10645-012-9190-0
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s10645-012-9190-0?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    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. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66(4), pages 281-281.
    4. Benoit Dostie, 2011. "Wages, Productivity and Aging," De Economist, Springer, vol. 159(2), pages 139-158, June.
    5. Jan Ours, 2009. "Will You Still Need Me: When I’m 64?," De Economist, Springer, vol. 157(4), pages 441-460, December.
    6. Thierry Lallemand & François Rycx, 2009. "Are Older Workers Harmful for Firm Productivity?," De Economist, Springer, vol. 157(3), pages 273-292, September.
    7. Levine, David I., 1991. "Cohesiveness, productivity, and wage dispersion," Journal of Economic Behavior & Organization, Elsevier, vol. 15(2), pages 237-255, March.
    8. Pekka Ilmakunnas & Seija Ilmakunnas, 2011. "Diversity at the Workplace: Whom Does it Benefit?," De Economist, Springer, vol. 159(2), pages 223-255, June.
    9. 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.
    10. 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.
    11. 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.
    12. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed the Labor Market?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1169-1213.
    13. Christian Göbel & Thomas Zwick, 2012. "Age and Productivity: Sector Differences," De Economist, Springer, vol. 160(1), pages 35-57, March.
    14. 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.
    15. Frank, Robert H, 1984. "Are Workers Paid Their Marginal Products?," American Economic Review, American Economic Association, vol. 74(4), pages 549-571, September.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. Daron Acemoglu, 2002. "Technical Change, Inequality, and the Labor Market," Journal of Economic Literature, American Economic Association, vol. 40(1), pages 7-72, March.
    22. 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.
    23. repec:bla:econom:v:42:y:1975:i:168:p:420-29 is not listed on IDEAS
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. V. Vandenberghe, 2011. "Boosting the Employment Rate of Older Men and Women," De Economist, Springer, vol. 159(2), pages 159-191, June.
    31. Scully, Gerald W, 1974. "Pay and Performance in Major League Baseball," American Economic Review, American Economic Association, vol. 64(6), pages 915-930, December.
    32. Vincent Vandenberghe, 2011. "Firm‐level Evidence on Gender Wage Discrimination in the Belgian Private Economy," LABOUR, CEIS, vol. 25(3), pages 330-349, September.
    33. 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.
    34. Walter Y. Oi, 1962. "Labor as a Quasi-Fixed Factor," Journal of Political Economy, University of Chicago Press, vol. 70(6), pages 538-538.
    35. Jan Ours & Lenny Stoeldraijer, 2011. "Age, Wage and Productivity in Dutch Manufacturing," De Economist, Springer, vol. 159(2), pages 113-137, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. 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.
    2. Stephan Kampelmann & Benoit Mahy & François Rycx & Guillaume Vermeylen, 2016. "Who is your perfect match? Educational norms, educational mismatch and firm profitability," Working Papers CEB 16-050, ULB -- Universite Libre de Bruxelles.
    3. 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.
    4. 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.
    5. 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).
    6. 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.
    7. 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.
    8. Maliranta, Mika, 2013. "Globalization, occupational restructuring and firm performance," ETLA Working Papers 5, The Research Institute of the Finnish Economy.
    9. 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.
    10. Kyle Glenn, 2021. "Social Labor vs Human Capital: Competing Theories of Skills," Working Papers 2115, New School for Social Research, Department of Economics.
    11. 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.
    12. 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.
    13. 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.
    14. 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).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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.
    2. 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.
    3. Vandenberghe, V., 2013. "Are firms willing to employ a greying and feminizing workforce?," Labour Economics, Elsevier, vol. 22(C), pages 30-46.
    4. 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.
    5. V. Vandenberghe & F. Waltenberg & M. Rigo, 2013. "Ageing and employability. Evidence from Belgian firm-level data," Journal of Productivity Analysis, Springer, vol. 40(1), pages 111-136, August.
    6. Paul Hek & Daniel Vuuren, 2011. "Are older workers overpaid? A literature review," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 18(4), pages 436-460, August.
    7. Christian Pfeifer & Joachim Wagner, 2014. "Age and gender effects of workforce composition on productivity and profits: Evidence from a new type of data for German enterprises," Contemporary Economics, University of Economics and Human Sciences in Warsaw., vol. 8(1), March.
    8. Rycx, François & Saks, Yves & Tojerow, Ilan, 2016. "Misalignment of Productivity and Wages across Regions? Evidence from Belgian Matched Panel Data," IZA Discussion Papers 10336, Institute of Labor Economics (IZA).
    9. Stephan Kampelmann & Benoit Mahy & François Rycx & Guillaume Vermeylen, 2016. "Who is your perfect match? Educational norms, educational mismatch and firm profitability," Working Papers CEB 16-050, ULB -- Universite Libre de Bruxelles.
    10. Pål Børing, 2021. "The Relationship Between Firm Productivity, Wage Level and Employees’ Age: A Sectoral Perspective," De Economist, Springer, vol. 169(3), pages 367-404, August.
    11. Kampelmann, Stephan & Rycx, François, 2012. "The impact of educational mismatch on firm productivity: Evidence from linked panel data," Economics of Education Review, Elsevier, vol. 31(6), pages 918-931.
    12. Rachel Scarfe & Carl Singleton & Adesola Sunmoni & Paul Telemo, 2024. "The age‐wage‐productivity puzzle: Evidence from the careers of top earners," Economic Inquiry, Western Economic Association International, vol. 62(2), pages 584-606, April.
    13. Bernhard Mahlberg & Inga Freund & Alexia Prskawetz, 2013. "Ageing, productivity and wages in Austria: sector level evidence," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 40(4), pages 561-584, November.
    14. Alessandra Cataldi & Stephan Kampelmann & François Rycx, 2012. "Does it pay to be productive? The case of age groups," International Journal of Manpower, Emerald Group Publishing Limited, vol. 33(3), pages 264-283, June.
    15. Andrea Garnero & François Rycx & Isabelle Terraz, 2020. "Productivity and Wage Effects of Firm‐Level Collective Agreements: Evidence from Belgian Linked Panel Data," British Journal of Industrial Relations, London School of Economics, vol. 58(4), pages 936-972, December.
    16. Konstantins Benkovskis & Olegs Tkacevs, 2019. "Getting Old Is No Picnic? Sector-Specific Relationship Between Workers Age and Firm Productivity," Discussion Papers 2019/03, Latvijas Banka.
    17. Benoît Mahy & François Rycx & Guillaume Vermeylen & Mélanie Volral, 2018. "Productivity, wages and profits: Does firms’ position in the value chain matter?," Working Paper Research 358, National Bank of Belgium.
    18. Mahlberg, Bernhard & Freund, Inga & Crespo Cuaresma, Jesús & Prskawetz, Alexia, 2013. "Ageing, productivity and wages in Austria," Labour Economics, Elsevier, vol. 22(C), pages 5-15.
    19. Pekka Ilmakunnas & Mika Maliranta, 2016. "How does the age structure of worker flows affect firm performance?," Journal of Productivity Analysis, Springer, vol. 46(1), pages 43-62, August.
    20. Paulina Broniatowska & Aleksandra Majchrowska & Maciej Nasiński, 2020. "Age Structure of Employment and Wages. An Analysis Across Occupational Groups," Central European Journal of Economic Modelling and Econometrics, Central European Journal of Economic Modelling and Econometrics, vol. 12(3), pages 227-250, September.

    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

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:kap:decono:v:160:y:2012:i:3:p:257-287. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.