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Open Innovation Environments Considering Organizational Learning and Self-Organization in Startup Valuation Using Game Theory

Author

Listed:
  • Sepideh Rahmani

    (Islamic Azad University)

  • Farzad Movahedi Sobhani

    (Islamic Azad University)

  • Hamed Kazemipoor

    (Islamic Azad University)

  • Majid Sheikhmohammady

    (Tarbiat Modares University)

Abstract

Various recent studies have demonstrated that societies which have embraced open innovation methods are more proactive to improve their industrial and economic performance. Exploring several paradigms and theories, the present study was conceived with the goal of determining whether self-organization and organizational learning can indeed affect open innovation environments (OIEs). By collecting field data on the current status of self-organization and learning, this study investigates the impact of the two processes in OIEs on startups. The relationship between self-organization and learning is assessed using structural equation modeling (SEM). After validating the developed model, the cooperative games of the startups in the aforementioned OIE are examined. In the end, the economic value of each startup is obtained through game theory and the Shapley value. The studied startups were valued in both open and closed innovation environments to assess the economic implications of investment under the two paradigms. The results confirm that making investments is more justifiable when a startup is part of an OIE. Moreover, the value of each startup further increased in OIE due to the synergistic effect of collaborating with other startups in the innovation network.

Suggested Citation

  • Sepideh Rahmani & Farzad Movahedi Sobhani & Hamed Kazemipoor & Majid Sheikhmohammady, 2024. "Open Innovation Environments Considering Organizational Learning and Self-Organization in Startup Valuation Using Game Theory," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 9115-9141, June.
  • Handle: RePEc:spr:jknowl:v:15:y:2024:i:2:d:10.1007_s13132-023-01171-6
    DOI: 10.1007/s13132-023-01171-6
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    References listed on IDEAS

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    1. Ross Brown & Colin Mason, 2017. "Looking inside the spiky bits: a critical review and conceptualisation of entrepreneurial ecosystems," Small Business Economics, Springer, vol. 49(1), pages 11-30, June.
    2. Mariana Mazzucato, 2018. "Mission-oriented innovation policies: challenges and opportunities," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 27(5), pages 803-815.
    3. Tse, Edison, 2002. "Grabber-holder dynamics and network effects in technology innovation," Journal of Economic Dynamics and Control, Elsevier, vol. 26(9-10), pages 1721-1738, August.
    4. Chesbrough, Henry & Tucci, Christopher L., 2020. "The Interplay Between Open Innovation and Lean Startup, or, Why Large Companies Are Not Large Versions of Startups," Strategic Management Review, now publishers, vol. 1(2), pages 277-303, June.
    5. Tomlinson, Philip R., 2010. "Co-operative ties and innovation: Some new evidence for UK manufacturing," Research Policy, Elsevier, vol. 39(6), pages 762-775, July.
    6. Valentina De Marchi & Elisa Giuliani & Roberta Rabellotti, 2018. "Do Global Value Chains Offer Developing Countries Learning and Innovation Opportunities?," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 30(3), pages 389-407, July.
    7. Steven W. Bayighomog Likoum & Mohamed Dawood Shamout & Ibrahim Harazneh & A. Mohammed Abubakar, 2020. "Market-Sensing Capability, Innovativeness, Brand Management Systems, Market Dynamism, Competitive Intensity, and Performance: an Integrative Review," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 11(2), pages 593-613, June.
    8. Micaela Martínez-Costa & Daniel Jiménez-Jiménez & Hammady Ahmed Dine Rabeh, 2019. "The effect of organisational learning on interorganisational collaborations in innovation: an empirical study in SMEs," Knowledge Management Research & Practice, Taylor & Francis Journals, vol. 17(2), pages 137-150, April.
    9. Kim, Jin-Hyuk & Wagman, Liad, 2014. "Portfolio size and information disclosure: An analysis of startup accelerators," Journal of Corporate Finance, Elsevier, vol. 29(C), pages 520-534.
    10. Bogdan Grechuk & Michael Zabarankin, 2017. "Synergy effect of cooperative investment," Annals of Operations Research, Springer, vol. 249(1), pages 409-431, February.
    11. Corley, Elizabeth A. & Boardman, P. Craig & Bozeman, Barry, 2006. "Design and the management of multi-institutional research collaborations: Theoretical implications from two case studies," Research Policy, Elsevier, vol. 35(7), pages 975-993, September.
    12. Frenken, Koen, 2000. "A complexity approach to innovation networks. The case of the aircraft industry (1909-1997)," Research Policy, Elsevier, vol. 29(2), pages 257-272, February.
    13. Devereux, Luke & Melewar, T.C. & Dinnie, Keith & Lange, Thomas, 2020. "Corporate identity orientation and disorientation: A complexity theory perspective," Journal of Business Research, Elsevier, vol. 109(C), pages 413-424.
    14. Jiménez-Jiménez, Daniel & Sanz-Valle, Raquel, 2011. "Innovation, organizational learning, and performance," Journal of Business Research, Elsevier, vol. 64(4), pages 408-417, April.
    15. W. A. Srisathan & C. Ketkaew & P. Naruetharadhol, 2020. "The intervention of organizational sustainability in the effect of organizational culture on open innovation performance: A case of thai and chinese SMEs," Cogent Business & Management, Taylor & Francis Journals, vol. 7(1), pages 1717408-171, January.
    16. Mariana Mazzucato & Gregor Semieniuk, 2017. "Public financing of innovation: new questions," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 33(1), pages 24-48.
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