IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp12433.html
   My bibliography  Save this paper

Skill Complementarity in Production Technology: New Empirical Evidence and Implications

Author

Listed:
  • Stoyanov, Andrey

    (York University, Canada)

  • Zubanov, Nick

    (University of Konstanz)

Abstract

Matched worker-firm data from Danish manufacturing reveal that 1) industries differ in within-firm worker skill dispersion, and 2) the correlation between within-firm skill dispersion and productivity is positive in industries with higher average skill dispersion. We argue that these patterns are a manifestation of technological differences across industries: firms in the "skill complementarity" industries profit from hiring workers of similar skill level, whereas firms in the "skill substitutability" industries benefit from hiring workers of different skill levels. An empirical method we devise produces a robust classification of industries into the distinct complementarity and substitutability groups. Our study unveils hitherto unnoticed technological heterogeneity between industries within the same economy, and demonstrates its importance. Specifically, we show through simulations on a simple general equilibrium model that failing to take technological heterogeneity into account results in large prediction errors.

Suggested Citation

  • Stoyanov, Andrey & Zubanov, Nick, 2019. "Skill Complementarity in Production Technology: New Empirical Evidence and Implications," IZA Discussion Papers 12433, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp12433
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp12433.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Susana Iranzo & Fabiano Schivardi & Elisa Tosetti, 2008. "Skill Dispersion and Firm Productivity: An Analysis with Employer-Employee Matched Data," Journal of Labor Economics, University of Chicago Press, vol. 26(2), pages 247-285, April.
    2. Oskar Nordström Skans & Per-Anders Edin & Bertil Holmlund, 2009. "Wage Dispersion Between and Within Plants: Sweden 1985-2000," NBER Chapters, in: The Structure of Wages: An International Comparison, pages 217-260, National Bureau of Economic Research, Inc.
    3. Benoît Mahy & François Rycx & Mélanie Volral, 2011. "Wage Dispersion and Firm Productivity in Different Working Environments," British Journal of Industrial Relations, London School of Economics, vol. 49(3), pages 460-485, September.
    4. Laura Arranz-Aperte, 2014. "The Impact of Wage Dispersion on Labor Productivity: Evidence from Finnish workers," Research in Labor Economics, in: New Analyses of Worker Well-Being, volume 38, pages 77-103, Emerald Group Publishing Limited.
    5. Prat, Andrea, 2002. "Should a team be homogeneous?," European Economic Review, Elsevier, vol. 46(7), pages 1187-1207, July.
    6. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    7. Wingender, Asger Moll, 2015. "Skill complementarity and the dual economy," European Economic Review, Elsevier, vol. 74(C), pages 269-285.
    8. Kin Lee & Baruch Lev & Gillian Yeo, 2008. "Executive pay dispersion, corporate governance, and firm performance," Review of Quantitative Finance and Accounting, Springer, vol. 30(3), pages 315-338, April.
    9. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    10. Thierry Lallemand & Robert Plasman & François Rycx, 2009. "Wage Structure and Firm Productivity in Belgium," NBER Chapters, in: The Structure of Wages: An International Comparison, pages 179-215, National Bureau of Economic Research, Inc.
    11. Benoît Mahy & François Rycx & Mélanie Volral, 2011. "Does Wage Dispersion Make All Firms Productive?," Scottish Journal of Political Economy, Scottish Economic Society, vol. 58(4), pages 455-489, September.
    12. Leo Kahane & Neil Longley & Robert Simmons, 2013. "The Effects of Coworker Heterogeneity on Firm-Level Output: Assessing the Impacts of Cultural and Language Diversity in the National Hockey League," The Review of Economics and Statistics, MIT Press, vol. 95(1), pages 302-314, March.
    13. Uwe Jirjahn & Kornelius Kraft, 2007. "Intra‐firm Wage Dispersion and Firm Performance – Is There a Uniform Relationship?," Kyklos, Wiley Blackwell, vol. 60(2), pages 231-253, May.
    14. Arngrim Hunnes, 2009. "Internal wage dispersion and firm performance: white‐collar evidence," International Journal of Manpower, Emerald Group Publishing Limited, vol. 30(8), pages 776-796, November.
    15. Lazear, Edward P. & Shaw, Kathryn L. (ed.), 2009. "The Structure of Wages," National Bureau of Economic Research Books, University of Chicago Press, edition 2, number 9780226470504, December.
    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. Thierry Lallemand & François Rycx, 2009. "Are Older Workers Harmful for Firm Productivity?," De Economist, Springer, vol. 157(3), pages 273-292, September.
    2. Benoît Mahy & François Rycx & Mélanie Volral, 2011. "Does Wage Dispersion Make All Firms Productive?," Scottish Journal of Political Economy, Scottish Economic Society, vol. 58(4), pages 455-489, September.
    3. Arnd Kölling, 2014. "Labor Demand and Unequal Payment: Does Wage Inequality matter? Analyzing the Influence of Intra-firm Wage Dispersion on Labor Demand with German Employer-Employee Data," Working Paper Series in Economics 326, University of Lüneburg, Institute of Economics.
    4. Lukasz Arendt & Wojciech Grabowski, 2017. "Innovations, ICT and ICT-driven labour productivity in Poland," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 25(4), pages 723-758, October.
    5. Niklas Engbom & Christian Moser, 2022. "Earnings Inequality and the Minimum Wage: Evidence from Brazil," American Economic Review, American Economic Association, vol. 112(12), pages 3803-3847, December.
    6. 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.
    7. Thierry Lallemand & François Rycx, 2009. "Are young and old workers harmful for firm productivity?," DULBEA Working Papers 09-02.RS, ULB -- Universite Libre de Bruxelles.
    8. Semih Tumen, 2016. "A theory of intra-firm group design," Journal of Productivity Analysis, Springer, vol. 45(1), pages 89-102, February.
    9. Dongyeol Lee & Hyunjoon Lim, 2017. "Multiple Thresholds In The Nexus Between Working Hours And Productivity," Contemporary Economic Policy, Western Economic Association International, vol. 35(4), pages 716-734, October.
    10. Koelling Arnd, 2017. "Labor Demand and Unequal Payments: Does Wage Dispersion Matter? Using German Employer-Employee Data to Analyze the Influence of Intra-Firm Wage Inequality on Labor Demand," Review of Economics, De Gruyter, vol. 68(1), pages 1-39, April.
    11. Aleksandra Skorupinska & Joan Torrent-Sellens, 2017. "ICT, Innovation and Productivity: Evidence Based on Eastern European Manufacturing Companies," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(2), pages 768-788, June.
    12. 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.
    13. Erling Barth & James Davis & Richard B. Freeman, 2018. "Augmenting the Human Capital Earnings Equation with Measures of Where People Work," Journal of Labor Economics, University of Chicago Press, vol. 36(S1), pages 71-97.
    14. David Card & Ana Rute Cardoso & Joerg Heining & Patrick Kline, 2018. "Firms and Labor Market Inequality: Evidence and Some Theory," Journal of Labor Economics, University of Chicago Press, vol. 36(S1), pages 13-70.
    15. Johan Stennek, 2020. "Why Unions Reduce Wage Inequality: A Theory of Domino Effects," Scandinavian Journal of Economics, Wiley Blackwell, vol. 122(3), pages 1045-1072, July.
    16. Luca Flabbi & Mario Macis & Andrea Moro & Fabiano Schivardi, 2019. "Do Female Executives Make a Difference? The Impact of Female Leadership on Gender Gaps and Firm Performance," The Economic Journal, Royal Economic Society, vol. 129(622), pages 2390-2423.
    17. Rui Guo & Lutao Ning & Kaihua Chen, 2022. "How do human capital and R&D structure facilitate FDI knowledge spillovers to local firm innovation? a panel threshold approach," The Journal of Technology Transfer, Springer, vol. 47(6), pages 1921-1947, December.
    18. Mikael Carlsson & Julián Messina & Oskar Nordström Skans, 2016. "Wage Adjustment and Productivity Shocks," Economic Journal, Royal Economic Society, vol. 126(595), pages 1739-1773, September.
    19. Brox, Enzo & Krieger, Tommy, 2022. "Birthplace diversity and team performance," Labour Economics, Elsevier, vol. 79(C).
    20. Torres Mazzi, Caio & Foster-McGregor, Neil, 2021. "Imported intermediates, technological capabilities and exports: Evidence from Brazilian firm-level data," Research Policy, Elsevier, vol. 50(1).

    More about this item

    Keywords

    skill dispersion; complementarity; production technology; firm productivity;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • D58 - Microeconomics - - General Equilibrium and Disequilibrium - - - Computable and Other Applied General Equilibrium Models
    • J2 - Labor and Demographic Economics - - Demand and Supply of Labor

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:iza:izadps:dp12433. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.html .

    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.