IDEAS home Printed from https://ideas.repec.org/a/kap/decono/v169y2021i3d10.1007_s10645-021-09390-5.html
   My bibliography  Save this article

The Relationship Between Firm Productivity, Wage Level and Employees’ Age: A Sectoral Perspective

Author

Listed:
  • Pål Børing

    (NIFU Nordic Institute for Studies in Innovation, Research and Education)

Abstract

We examine how a firm’s productivity level, wage level and productivity–wage gap are related to the age composition of its employees. Panel data of Norwegian firms in the following three sectors are used: the manufacturing sector, the WRT (wholesale and retail trade, repair of motor vehicles and motorcycles) sector, and the PST (professional, scientific and technical activities) sector. Three hypotheses are formulated: a firm’s productivity level is negatively affected by its proportion of the oldest workers (H1), a firm’s wage level is negatively affected by its proportion of the youngest workers, and positively affected by its proportion of the oldest workers (H2), and a firm’s productivity–wage gap is positively affected by its proportion of the youngest workers, and negatively affected by its proportion of the oldest workers (H3). Based on GMM regression in first differences, the estimation results give some support for (a) the hypothesis H1 for the WRT sector, but no support for the manufacturing and PST sectors, (b) H2 for the manufacturing and PST sectors, but little support for the WRT sector, and (c) H3 for the PST sector, but no support for the manufacturing and WRT sectors. The GMM results show that a firm’s productivity–wage gap is positively affected by the proportion of the youngest age group in the PST sector, while there is a non-significant effect in the manufacturing and WRT sectors. The proportion of the oldest age group has a non-significant effect on this gap in each of the three sectors. The results indicate that there is no clear evidence of an age-related productivity–wage gap.

Suggested Citation

  • 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.
  • Handle: RePEc:kap:decono:v:169:y:2021:i:3:d:10.1007_s10645-021-09390-5
    DOI: 10.1007/s10645-021-09390-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10645-021-09390-5
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10645-021-09390-5?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Paul Krugman, 1997. "The Age of Diminished Expectations, 3rd Edition: U.S. Economic Policy in the 1990s," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262611341, December.
    2. Benoit Dostie, 2011. "Wages, Productivity and Aging," De Economist, Springer, vol. 159(2), pages 139-158, June.
    3. Jan Ours, 2009. "Will You Still Need Me: When I’m 64?," De Economist, Springer, vol. 157(4), pages 441-460, December.
    4. Thierry Lallemand & François Rycx, 2009. "Are Older Workers Harmful for Firm Productivity?," De Economist, Springer, vol. 157(3), pages 273-292, September.
    5. David Neumark, 2020. "Age Discrimination in Hiring: Evidence from Age-Blind vs. Non-Age-Blind Hiring Procedures," NBER Working Papers 26623, National Bureau of Economic Research, Inc.
    6. Christian Göbel & Thomas Zwick, 2012. "Age and Productivity: Sector Differences," De Economist, Springer, vol. 160(1), pages 35-57, March.
    7. 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.
    8. Vegard Skirbekk, 2004. "Age and Individual Productivity: A Literature Survey," Vienna Yearbook of Population Research, Vienna Institute of Demography (VID) of the Austrian Academy of Sciences in Vienna, vol. 2(1), pages 133-154.
    9. Loewenstein, George F & Sicherman, Nachum, 1991. "Do Workers Prefer Increasing Wage Profiles?," Journal of Labor Economics, University of Chicago Press, vol. 9(1), pages 67-84, January.
    10. Jan Ours & Lenny Stoeldraijer, 2011. "Age, Wage and Productivity in Dutch Manufacturing," De Economist, Springer, vol. 159(2), pages 113-137, June.
    11. Börsch-Supan, Axel & Weiss, Matthias, 2016. "Productivity and age: Evidence from work teams at the assembly line," The Journal of the Economics of Ageing, Elsevier, vol. 7(C), pages 30-42.
    12. van den Berg, Annette & Groot, Wim, 1992. "Union Membership in the Netherlands: A Cross-Sectional Analysis," Empirical Economics, Springer, vol. 17(4), pages 537-564.
    13. 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.
    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. Barthel, Jens, 2008. "Can age discrimination be justified with a lower productivity of older workers?," MPRA Paper 14682, University Library of Munich, Germany.
    16. 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.
    17. 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.
    18. Mr. Shekhar Aiyar & Mr. Christian H Ebeke, 2016. "The Impact of Workforce Aging on European Productivity," IMF Working Papers 2016/238, International Monetary Fund.
    19. Lazear, Edward P, 1979. "Why Is There Mandatory Retirement?," Journal of Political Economy, University of Chicago Press, vol. 87(6), pages 1261-1284, December.
    20. Hendrik P. Van Dalen & Kène Henkens & Joop Schippers, 2010. "Productivity of Older Workers: Perceptions of Employers and Employees," Population and Development Review, The Population Council, Inc., vol. 36(2), pages 309-330, June.
    21. Carlsson, Magnus & Eriksson, Stefan, 2019. "Age discrimination in hiring decisions: Evidence from a field experiment in the labor market," Labour Economics, Elsevier, vol. 59(C), pages 173-183.
    22. Joseph S. Tracy, 1986. "Seniority Rules and the Gains from Union Organization," NBER Working Papers 2039, National Bureau of Economic Research, Inc.
    23. Alex Bryson & John Forth & Helen Gray & Lucy Stokes, 2020. "Does Employing Older Workers Affect Workplace Performance?," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 59(4), pages 532-562, October.
    24. William Scarth, 2002. "Population Aging, Productivity, and Living Standards," The Review of Economic Performance and Social Progress, in: Andrew Sharpe, Executive Director & France St-Hilaire, Vice-President , Research & Keith Banting, Di (ed.), The Review of Economic Performance and Social Progress 2002: Towards a Social Understanding of Productivity, volume 2, Centre for the Study of Living Standards;The Institutute for Research on Public Policy.
    25. 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.
    Full references (including those not matched with items on IDEAS)

    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. 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.
    2. 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.
    3. 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.
    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. Börsch-Supan, Axel & Weiss, Matthias, 2016. "Productivity and age: Evidence from work teams at the assembly line," The Journal of the Economics of Ageing, Elsevier, vol. 7(C), pages 30-42.
    6. Kim, Hoolda & Song Lee, Bun, 2023. "Aging workforce, wages, and productivity: Do older workers drag productivity down in Korea?," The Journal of the Economics of Ageing, Elsevier, vol. 24(C).
    7. 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.
    8. Roberto Gabriele & Enrico Tundis & Enrico Zaninotto, 2018. "Ageing workforce and productivity: the unintended effects of retirement regulation in Italy," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 35(1), pages 163-182, April.
    9. 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.
    10. 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.
    11. Arntz, Melanie & Gregory, Terry, 2014. "What old stagers could teach us: Examining age complementarities in regional innovation systems," ZEW Discussion Papers 14-050, ZEW - Leibniz Centre for European Economic Research.
    12. Bertoni, Marco & Brunello, Giorgio & Rocco, Lorenzo, 2015. "Selection and the age – productivity profile. Evidence from chess players," Journal of Economic Behavior & Organization, Elsevier, vol. 110(C), pages 45-58.
    13. Vandenberghe, V., 2013. "Are firms willing to employ a greying and feminizing workforce?," Labour Economics, Elsevier, vol. 22(C), pages 30-46.
    14. 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.
    15. Jan Ours & Lenny Stoeldraijer, 2011. "Age, Wage and Productivity in Dutch Manufacturing," De Economist, Springer, vol. 159(2), pages 113-137, June.
    16. Maciej Lis, 2017. "Productivity based selection to retirement: Evidence from EU-SILC," IBS Working Papers 02/2017, Instytut Badan Strukturalnych.
    17. John S. Heywood & Uwe Jirjahn, 2016. "The hiring and employment of older workers in Germany: a comparative perspective [Die Beschäftigung und Neueinstellung älterer Arbeitnehmer in Deutschland: Eine vergleichende Perspektive]," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 49(4), pages 349-366, December.
    18. van Ours, J.C. & Stoeldraijer, L., 2010. "Age, Wage and Productivity," Other publications TiSEM 1521c170-405f-41a4-9bd0-c, Tilburg University, School of Economics and Management.
    19. van Ours, Jan C. & Stoeldraijer, Lenny, 2010. "Age, wage and productivity," CEPR Discussion Papers 7713, C.E.P.R. Discussion Papers.
    20. 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.

    More about this item

    Keywords

    Productivity level; Wage level; Productivity–wage gap; Age groups; Matched employer–employee data; Financial data;
    All these keywords.

    JEL classification:

    • D21 - Microeconomics - - Production and Organizations - - - Firm Behavior: Theory
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J30 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - General
    • L60 - Industrial Organization - - Industry Studies: Manufacturing - - - General
    • L80 - Industrial Organization - - Industry Studies: Services - - - General

    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:169:y:2021:i:3:d:10.1007_s10645-021-09390-5. 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.