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Educational Backgrounds in Inventor Teams: The Role of Complementarities between Academic and Vocational Education in Team Performance

Author

Listed:
  • Bastian Silvester Bruestle
  • Patrick Lehnert
  • Erik Buunk
  • Uschi Backes-Gellner
  • Dietmar Harhoff

Abstract

This paper analyzes whether inventor teams composed of members with diverse educational backgrounds, both academic and vocational, exhibit higher performance than teams with the same educational backgrounds. To exploit the different educational backgrounds among patent inventors in Switzerland, we construct a unique dataset of 35,486 inventors. This dataset links individual patenting activities from European Patent Office data from 1980-2021, with detailed biographical information obtained from LinkedIn. Using a supermodularity framework to assess complementarity, we find that inventor teams composed of members with academic and vocational backgrounds (as opposed to members with the same background) achieve higher team performance, measured by the quality of their jointly filed patents. This complementarity is even stronger in teams with at least one team member from a University of Applied Sciences. Further analysis reveals heterogeneous effects across technological fields. Overall, our findings show the importance of strategically combining different educational backgrounds in inventor teams, thereby highlighting the value of maintaining a balanced educational landscape.

Suggested Citation

  • Bastian Silvester Bruestle & Patrick Lehnert & Erik Buunk & Uschi Backes-Gellner & Dietmar Harhoff, 2025. "Educational Backgrounds in Inventor Teams: The Role of Complementarities between Academic and Vocational Education in Team Performance," Economics of Education Working Paper Series 0248, University of Zurich, Department of Business Administration (IBW).
    • Handle: RePEc:iso:educat:0248
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    References listed on IDEAS

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    1. Valero, Anna & Van Reenen, John, 2019. "The economic impact of universities: Evidence from across the globe," Economics of Education Review, Elsevier, vol. 68(C), pages 53-67.
    2. Ballot, Gérard & Fakhfakh, Fathi & Galia, Fabrice & Salter, Ammon, 2015. "The fateful triangle: Complementarities in performance between product, process and organizational innovation in France and the UK," Research Policy, Elsevier, vol. 44(1), pages 217-232.
    3. Tobias Schultheiss & Uschi Backes-Gellner, 2024. "Does updating education curricula accelerate technology adoption in the workplace? Evidence from dual vocational education and training curricula in Switzerland," The Journal of Technology Transfer, Springer, vol. 49(1), pages 191-235, February.
    4. Bronwyn H. Hall & Adam Jaffe & Manuel Trajtenberg, 2005. "Market Value and Patent Citations," RAND Journal of Economics, The RAND Corporation, vol. 36(1), pages 16-38, Spring.
    5. Nicola Bianchi & Michela Giorcelli, 2020. "Scientific Education and Innovation: From Technical Diplomas to University Stem Degrees [The Social Origins and IQ of Inventors]," Journal of the European Economic Association, European Economic Association, vol. 18(5), pages 2608-2646.
    6. Jérôme Vandenbussche & Philippe Aghion & Costas Meghir, 2006. "Growth, distance to frontier and composition of human capital," Journal of Economic Growth, Springer, vol. 11(2), pages 97-127, June.
    7. Krueger, Dirk & Kumar, Krishna B., 2004. "US-Europe differences in technology-driven growth: quantifying the role of education," Journal of Monetary Economics, Elsevier, vol. 51(1), pages 161-190, January.
    8. Backes-Gellner Uschi & Lehnert Patrick, 2023. "Berufliche Bildung als Innovationstreiber: Ein lange vernachlässigtes Forschungsfeld," Perspektiven der Wirtschaftspolitik, De Gruyter, vol. 24(1), pages 85-97, April.
    9. Hall, Bronwyn H. & Jaffe, A & Trajtenberg, M, 2005. "Market value and patent citations," Department of Economics, Working Paper Series qt0cs6v2w7, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    10. Pfister, Curdin & Koomen, Miriam & Harhoff, Dietmar & Backes-Gellner, Uschi, 2021. "Regional innovation effects of applied research institutions," Research Policy, Elsevier, vol. 50(4).
    11. Uschi Backes-Gellner & Patrick Lehnert, 2021. "The Contribution of Vocational Education and Training to Innovation and Growth," Economics of Education Working Paper Series 0177, University of Zurich, Department of Business Administration (IBW).
    12. Philippe Aghion & Peter Howitt, 2006. "Joseph Schumpeter Lecture Appropriate Growth Policy: A Unifying Framework," Journal of the European Economic Association, MIT Press, vol. 4(2-3), pages 269-314, 04-05.
    13. Mohnen, Pierre & Roller, Lars-Hendrik, 2005. "Complementarities in innovation policy," European Economic Review, Elsevier, vol. 49(6), pages 1431-1450, August.
    14. Lehnert, Patrick & Pfister, Curdin & Backes-Gellner, Uschi, 2020. "Employment of R&D personnel after an educational supply shock: Effects of the introduction of Universities of Applied Sciences in Switzerland," Labour Economics, Elsevier, vol. 66(C).
    15. Harhoff, Dietmar & Scherer, Frederic M. & Vopel, Katrin, 2004. "Erratum to "Citations, family size, opposition and the value of patent rights" [Research Policy 32 (2003) 1343-1363]," Research Policy, Elsevier, vol. 33(2), pages 363-364, March.
    16. Matthies, Eike & Thomä, Jörg, 2025. "Task allocation and innovation: Revisiting the role of vocational education and training in manufacturing firms," ifh Working Papers 47/2025, Volkswirtschaftliches Institut für Mittelstand und Handwerk an der Universität Göttingen (ifh), revised 2025.
    17. Dirk Krueger & Krishna B. Kumar, 2004. "Skill-Specific rather than General Education: A Reason for US--Europe Growth Differences?," Journal of Economic Growth, Springer, vol. 9(2), pages 167-207, June.
    18. Milgrom, Paul & Roberts, John, 1994. "Comparing Equilibria," American Economic Review, American Economic Association, vol. 84(3), pages 441-459, June.
    19. Howitt, Peter & Aghion, Philippe, 2006. "Appropriate Growth Policy: A Unifying Framework," Scholarly Articles 4554121, Harvard University Department of Economics.
    20. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    21. Meuer, Johannes & Rupietta, Christian & Backes-Gellner, Uschi, 2015. "Layers of co-existing innovation systems," Research Policy, Elsevier, vol. 44(4), pages 888-910.
    22. Milgrom, Paul & Roberts, John, 1995. "Complementarities and fit strategy, structure, and organizational change in manufacturing," Journal of Accounting and Economics, Elsevier, vol. 19(2-3), pages 179-208, April.
    23. repec:bla:perwir:v:9:y:2008:i:3:p:28-45 is not listed on IDEAS
    24. Philippe Aghion, 2008. "Higher Education and Innovation," Perspektiven der Wirtschaftspolitik, Verein für Socialpolitik, vol. 9(s1), pages 28-45, May.
    25. Christian Rupietta & Johannes Meuer & Uschi Backes-Gellner, 2018. "How do apprentices moderate the influence of organizational innovation on the technological innovation process?," Economics of Education Working Paper Series 0145, University of Zurich, Department of Business Administration (IBW), revised Jan 2021.
    26. Milgrom, Paul & Roberts, John, 1990. "The Economics of Modern Manufacturing: Technology, Strategy, and Organization," American Economic Review, American Economic Association, vol. 80(3), pages 511-528, June.
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    JEL classification:

    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • M54 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics - - - Labor Management
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D

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