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Is This Novel Technology Going to be a Hit? Antecedents Predicting Technological Novelty Diffusion

Author

Listed:
  • Michele Pezzoni

    (Université Côte d'Azur, CNRS, GREDEG, France)

  • Reinhilde Veugelers

    (KULeuven)

  • Fabiana Visentin

    (Maastricht University
    UNU-MERIT)

Abstract

Despite the high interest of scholars in identifying breakthrough inventions, little attention has been devoted to investigating how the technological content of those breakthrough inventions is re-used over time. We overcome this limitation by focusing on the dynamics of diffusion of the novel technologies incorporated in inventions. Specifically, we consider the factors affecting the time needed for a technology to be legitimated as well as its technological potential. We find that the dynamics of diffusion of a novel technology are affected by the characteristics of its building blocks, i.e. the technological components that combined together for the first time generate a novel technology. Combining similar technological components, components familiar to the inventors' community, and components with a high level of appropriability generates a technology that requires a short time to be legitimated but with a low technological potential. Combining technological components with a science-based nature generates technologies with a longer legitimation time but also higher technological potential. Finally, when large firms are the main innovative actors, novel technologies show a higher technological potential.

Suggested Citation

  • Michele Pezzoni & Reinhilde Veugelers & Fabiana Visentin, 2018. "Is This Novel Technology Going to be a Hit? Antecedents Predicting Technological Novelty Diffusion," GREDEG Working Papers 2018-22, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    • Handle: RePEc:gre:wpaper:2018-22
    as

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    References listed on IDEAS

    as
    1. Bronwyn H. Hall, 2004. "Innovation and Diffusion," NBER Working Papers 10212, National Bureau of Economic Research, Inc.
    2. Merges, Robert P. & Nelson, Richard R., 1994. "On limiting or encouraging rivalry in technical progress: The effect of patent scope decisions," Journal of Economic Behavior & Organization, Elsevier, vol. 25(1), pages 1-24, September.
    3. Sam Arts & Francesco Paolo Appio & Bart Looy, 2013. "Inventions shaping technological trajectories: do existing patent indicators provide a comprehensive picture?," Scientometrics, Springer;Akadémiai Kiadó, vol. 97(2), pages 397-419, November.
    4. Strumsky, Deborah & Lobo, José, 2015. "Identifying the sources of technological novelty in the process of invention," Research Policy, Elsevier, vol. 44(8), pages 1445-1461.
    5. Caviggioli, Federico, 2016. "Technology fusion: Identification and analysis of the drivers of technology convergence using patent data," Technovation, Elsevier, vol. 55, pages 22-32.
    6. Breschi, Stefano & Malerba, Franco & Orsenigo, Luigi, 2000. "Technological Regimes and Schumpeterian Patterns of Innovation," Economic Journal, Royal Economic Society, vol. 110(463), pages 388-410, April.
    7. Malerba, Franco & Orsenigo, Luigi & Peretto, Pietro, 1997. "Persistence of innovative activities, sectoral patterns of innovation and international technological specialization," International Journal of Industrial Organization, Elsevier, vol. 15(6), pages 801-826, October.
    8. Geroski, P. A., 2000. "Models of technology diffusion," Research Policy, Elsevier, vol. 29(4-5), pages 603-625, April.
    9. Meyer-Krahmer, Frieder & Schmoch, Ulrich, 1998. "Science-based technologies: university-industry interactions in four fields," Research Policy, Elsevier, vol. 27(8), pages 835-851, December.
    10. Dosi, Giovanni, 1993. "Technological paradigms and technological trajectories : A suggested interpretation of the determinants and directions of technical change," Research Policy, Elsevier, vol. 22(2), pages 102-103, April.
    11. Lee Fleming, 2001. "Recombinant Uncertainty in Technological Search," Management Science, INFORMS, vol. 47(1), pages 117-132, January.
    12. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    13. Verhoeven, Dennis & Bakker, Jurriën & Veugelers, Reinhilde, 2016. "Measuring technological novelty with patent-based indicators," Research Policy, Elsevier, vol. 45(3), pages 707-723.
    14. Kenneth Arrow, 1962. "Economic Welfare and the Allocation of Resources for Invention," NBER Chapters, in: The Rate and Direction of Inventive Activity: Economic and Social Factors, pages 609-626, National Bureau of Economic Research, Inc.
    15. Achilladelis, Basil, 1993. "The dynamics of technological innovation: The sector of antibacterial medicines," Research Policy, Elsevier, vol. 22(4), pages 279-308, August.
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    More about this item

    Keywords

    technological novelty; diffusion; combinatorial process; initial characteristics; patent data;
    All these keywords.

    JEL classification:

    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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