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Complementarities among types of education in affecting firms' productivity

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  • Thomas Bolli
  • Filippo Pusterla

Abstract

This article uses Swiss firm‐level panel data to show that complementarities among workers with different types of education affect firms' productivity. We consider workers with four different types of education: no post‐secondary education, upper secondary vocational education and training (VET), tertiary professional education, and tertiary academic education. To account for possible endogeneity, we exploit within‐firm variation and employ a structural estimation technique that uses intermediate inputs as a proxy for unobserved productivity shocks. Our results suggest that workers with an upper secondary VET education are complementary to workers with a tertiary academic education, while workers with no post‐secondary education are complementary to workers with a tertiary professional education. Altogether, our findings highlight the importance of vertical and horizontal education diversity within firms.

Suggested Citation

  • Thomas Bolli & Filippo Pusterla, 2023. "Complementarities among types of education in affecting firms' productivity," LABOUR, CEIS, vol. 37(4), pages 554-591, December.
  • Handle: RePEc:bla:labour:v:37:y:2023:i:4:p:554-591
    DOI: 10.1111/labr.12256
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    References listed on IDEAS

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    1. Marino, Marianna & Parrotta, Pierpaolo & Pozzoli, Dario, 2016. "Educational diversity and knowledge transfers via inter-firm labor mobility," Journal of Economic Behavior & Organization, Elsevier, vol. 123(C), pages 168-183.
    2. Stefan Bender & Nicholas Bloom & David Card & John Van Reenen & Stefanie Wolter, 2018. "Management Practices, Workforce Selection, and Productivity," Journal of Labor Economics, University of Chicago Press, vol. 36(S1), pages 371-409.
    3. Andrin Spescha & Martin Woerter, 2019. "Innovation and firm growth over the business cycle," Industry and Innovation, Taylor & Francis Journals, vol. 26(3), pages 321-347, March.
    4. Becketti, Sean & Gould, William & Lillard, Lee & Welch, Finis, 1988. "The Panel Study of Income Dynamics after Fourteen Years: An Evaluatio n," Journal of Labor Economics, University of Chicago Press, vol. 6(4), pages 472-492, October.
    5. Hong, Lu & Page, Scott E., 2001. "Problem Solving by Heterogeneous Agents," Journal of Economic Theory, Elsevier, vol. 97(1), pages 123-163, March.
    6. Thomas Bolli & Ursula Renold & Martin Wörter, 2018. "Vertical educational diversity and innovation performance," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 27(2), pages 107-131, February.
    7. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    8. Christian Grund & Niels Westergaard‐Nielsen, 2008. "Age structure of the workforce and firm performance," International Journal of Manpower, Emerald Group Publishing Limited, vol. 29(5), pages 410-422, August.
    9. Andrin Spescha & Martin Woerter, 2021. "Research and development as an initiator of fixed capital investment," Journal of Evolutionary Economics, Springer, vol. 31(1), pages 117-145, January.
    10. Enrico Moretti, 2004. "Workers' Education, Spillovers, and Productivity: Evidence from Plant-Level Production Functions," American Economic Review, American Economic Association, vol. 94(3), pages 656-690, June.
    11. Jozef Konings & Stijn Vanormelingen, 2015. "The Impact of Training on Productivity and Wages: Firm-Level Evidence," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 485-497, May.
    12. Berndt, Ernst R. & Christensen, Laurits R., 1973. "The translog function and the substitution of equipment, structures, and labor in U.S. manufacturing 1929-68," Journal of Econometrics, Elsevier, vol. 1(1), pages 81-113, March.
    13. 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.
    14. Parrotta, Pierpaolo & Pozzoli, Dario & Pytlikova, Mariola, 2014. "Labor diversity and firm productivity," European Economic Review, Elsevier, vol. 66(C), pages 144-179.
    15. Aniela Wirz, 2008. "Private returns to education versus education spill-over effects," Empirical Economics, Springer, vol. 34(2), pages 315-342, March.
    16. 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.
    17. Kristina Dahlin & L. Weingart & P. Hinds, 2005. "Team diversity and information use," Post-Print hal-00480406, HAL.
    18. Boyan Jovanovic & Rafael Rob, 1989. "The Growth and Diffusion of Knowledge," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 56(4), pages 569-582.
    19. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    20. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    21. Paul R. Carlile, 2002. "A Pragmatic View of Knowledge and Boundaries: Boundary Objects in New Product Development," Organization Science, INFORMS, vol. 13(4), pages 442-455, August.
    22. repec:ulb:ulbeco:2013/245674 is not listed on IDEAS
    23. Amit Gandhi & Salvador Navarro & David A. Rivers, 2020. "On the Identification of Gross Output Production Functions," Journal of Political Economy, University of Chicago Press, vol. 128(8), pages 2973-3016.
    24. Gabriele Rovigatti & Vincenzo Mollisi, 2018. "Theory and practice of total-factor productivity estimation: The control function approach using Stata," Stata Journal, StataCorp LP, vol. 18(3), pages 618-662, September.
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