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Knowledge recombination along the technology life cycle

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  • Martin Kalthaus

    (School of Economics and Business Administration, Friedrich-Schiller-University Jena)

Abstract

The emergence and evolution of a technology is intimately related to it's knowledge base. A knowledge base shows certain dynamics and evolves over time. Knowledge accumulation, especially the in-flow of knowledge from sources external to an industry, is crucial for the technology's knowledge base evolution in terms of initiating, redirecting and refreshing the knowledge accumulation processes. This analysis shed light on how a technology's knowledge base is influenced by inventors who contribute to the knowledge base. Using patent data for wind power and photovoltaics, the technological contribution of an invention to the knowledge base is measured by the patent's forward citation. The inventors of these patents are categorized based on their previous inventive experience. It is tested, if the technological contribution of an inventor, in terms of the forward citation the patent receives, is correlated with his previous inventive activity. Results indicate that there are differences between the technologies. In photovoltaics, the inventor's experience does not matter, while in wind power experienced inventors contribute most, but also inventors with no previous experience and inventors in related fields contribute. The separation of the observation period according to the technologies' life cycle reveals that in early and emerging phases unrelated knowledge plays an important role for both technologies and experience and related knowledge in the case of wind power only in the later stage.

Suggested Citation

  • Martin Kalthaus, 2016. "Knowledge recombination along the technology life cycle," Jena Economics Research Papers 2016-012, Friedrich-Schiller-University Jena.
  • Handle: RePEc:jrp:jrpwrp:2016-012
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    1. Martin Kalthaus, 2017. "Identifying technological sub-trajectories in photovoltaic patents," Jena Economics Research Papers 2017-010, Friedrich-Schiller-University Jena.
    2. Bruns, Stephan B. & Kalthaus, Martin, 2020. "Flexibility in the selection of patent counts: Implications for p-hacking and evidence-based policymaking," Research Policy, Elsevier, vol. 49(1).
    3. Boutillier, Sophie & Laperche, Blandine & Lebert, Didier & Elouaer-Mrizak, Sana, 2023. "A systemic analysis of the technological trajectory at company level based on patent data: The case of Sanofi's vaccine technology," Technovation, Elsevier, vol. 124(C).
    4. Huang, Ying & Li, Ruinan & Zou, Fang & Jiang, Lidan & Porter, Alan L. & Zhang, Lin, 2022. "Technology life cycle analysis: From the dynamic perspective of patent citation networks," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
    5. Tsouri, Maria & Hansen, Teis & Hanson, Jens & Steen, Markus, 2022. "Knowledge recombination for emerging technological innovations: The case of green shipping," Technovation, Elsevier, vol. 114(C).
    6. Na Zhang & Chao Sun & Min Xu & Xuemei Wang & Jia Deng, 2023. "Catching Up of Latecomer Economies in ICT for Sustainable Development: An Analysis Based on Technology Life Cycle Using Patent Data," Sustainability, MDPI, vol. 15(11), pages 1-29, June.
    7. Wittfoth, Sven & Berger, Theo & Moehrle, Martin G., 2022. "Revisiting the innovation dynamics theory: How effectiveness- and efficiency-oriented process innovations accompany product innovations," Technovation, Elsevier, vol. 112(C).

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    More about this item

    Keywords

    Patent data; Knowledge recombination; renewable energy; inventive activity; technology life cycle; rolling window regression;
    All these keywords.

    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • Q42 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Alternative Energy Sources

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