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Network Analysis of Innovation in the Internet of Things

Author

Listed:
  • Fumihiko Isada

    (Kansai University, Takatsuki, Japan)

  • Yuriko Isada

    (Kwansei Gakuin University, Sanda, Japan)

Abstract

Background: In the Internet of Things (IoT) firms, innovation beyond the border of a company is important. Furthermore, advantageous positioning in the innovation network is thought to enhance the result of innovation and ultimately contribute to profit. Objectives: The objective of this research is to clarify empirically the influence of the network structure among companies on innovation in the IoT field. Method: In this research, the relationship between the network structure and the result of innovation was analysed through social network analysis. Joint application patents related to the IoT companies were extracted from the intellectual property database. Results: As a result, the difference in the network structure of a company was related to the result of research and profitability. In particular, a company with a platform type of business model is considered highly profitable in the IoT business field. Conclusion: Drawing on an intellectual property database and employing social network analysis, this research quantifies the structure of innovation networks in terms of the results and operational efficiency of R&D.

Suggested Citation

  • Fumihiko Isada & Yuriko Isada, 2018. "Network Analysis of Innovation in the Internet of Things," Interdisciplinary Description of Complex Systems - scientific journal, Croatian Interdisciplinary Society Provider Homepage: http://indecs.eu, vol. 16(2), pages 216-226.
    • Handle: RePEc:zna:indecs:v:16:y:2018:i:2:p:216-226
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    References listed on IDEAS

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    1. Schatten Markus, 2014. "Smart Residential Buildings as Learning Agent Organizations in the Internet of Things," Business Systems Research, Sciendo, vol. 5(1), pages 34-46, March.
    2. Mark Granovetter, 2005. "The Impact of Social Structure on Economic Outcomes," Journal of Economic Perspectives, American Economic Association, vol. 19(1), pages 33-50, Winter.
    3. Farrell, Joseph & Klemperer, Paul, 2007. "Coordination and Lock-In: Competition with Switching Costs and Network Effects," Handbook of Industrial Organization, in: Mark Armstrong & Robert Porter (ed.), Handbook of Industrial Organization, edition 1, volume 3, chapter 31, pages 1967-2072, Elsevier.
    4. Dittrich, Koen & Duysters, Geert & de Man, Ard-Pieter, 2007. "Strategic repositioning by means of alliance networks: The case of IBM," Research Policy, Elsevier, vol. 36(10), pages 1496-1511, December.
    5. Albert, M. B. & Avery, D. & Narin, F. & McAllister, P., 1991. "Direct validation of citation counts as indicators of industrially important patents," Research Policy, Elsevier, vol. 20(3), pages 251-259, June.
    6. Schoenmakers, Wilfred & Duysters, Geert, 2010. "The technological origins of radical inventions," Research Policy, Elsevier, vol. 39(8), pages 1051-1059, October.
    7. Seppo Leminen & Mervi Rajahonka & Mika Westerlund, 2017. "Actors in the Emerging Internet of Things Ecosystems," International Journal of E-Services and Mobile Applications (IJESMA), IGI Global, vol. 9(1), pages 57-75, January.
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    More about this item

    Keywords

    social network analysis; innovation; Internet of Things (IoT); joint application patent;
    All these keywords.

    JEL classification:

    • 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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