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Knowledge service decision making in business incubators based on the supernetwork model

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  • Zhao, Liming
  • Zhang, Haihong
  • Wu, Wenqing

Abstract

As valuable resources for incubating firms, knowledge resources have received gradually increasing attention from all types of business incubators, and business incubators use a variety of knowledge services to stimulate rapid growth in incubating firms. Based on previous research, we generalize the knowledge transfer and knowledge networking services of two main forms of knowledge services and further divide knowledge transfer services into knowledge depth services and knowledge breadth services. Then, we construct the business incubators’ knowledge supernetwork model, describe the evolution mechanism among heterogeneous agents and utilize a simulation to explore the performance variance of different business incubators’ knowledge services. The simulation results show that knowledge stock increases faster when business incubators are able to provide knowledge services to more incubating firms and that the degree of discrepancy in the knowledge stock increases during the process of knowledge growth. Further, knowledge transfer services lead to greater differences in the knowledge structure, while knowledge networking services lead to smaller differences. Regarding the two types of knowledge transfer services, knowledge depth services are more conducive to knowledge growth than knowledge breadth services, but knowledge depth services lead to greater gaps in knowledge stocks and greater differences in knowledge structures. Overall, it is optimal for business incubators to select a single knowledge service or portfolio strategy based on the amount of time and energy expended on the two types of knowledge services.

Suggested Citation

  • Zhao, Liming & Zhang, Haihong & Wu, Wenqing, 2017. "Knowledge service decision making in business incubators based on the supernetwork model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 479(C), pages 249-264.
    • Handle: RePEc:eee:phsmap:v:479:y:2017:i:c:p:249-264
    DOI: 10.1016/j.physa.2017.03.013
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    1. Soetanto, Danny & Jack, Sarah, 2016. "The impact of university-based incubation support on the innovation strategy of academic spin-offs," Technovation, Elsevier, vol. 50, pages 25-40.
    2. Bollingtoft, Anne & Ulhoi, John P., 2005. "The networked business incubator--leveraging entrepreneurial agency?," Journal of Business Venturing, Elsevier, vol. 20(2), pages 265-290, March.
    3. Danny Soetanto & Marina Van Geenhuizen, 2005. "Technology Incubators as Nodes in Knowledge Networks," ERSA conference papers ersa05p621, European Regional Science Association.
    4. Sarfraz Mian & Wadid Lamine & Alain Fayolle, 2016. "Technology Business Incubation: An overview of the state of knowledge," Post-Print hal-02014389, HAL.
    5. Roig-Tierno, Norat & Alcázar, Joaquín & Ribeiro-Navarrete, Samuel, 2015. "Use of infrastructures to support innovative entrepreneurship and business growth," Journal of Business Research, Elsevier, vol. 68(11), pages 2290-2294.
    6. Rothaermel, Frank T. & Thursby, Marie, 2005. "University-incubator firm knowledge flows: assessing their impact on incubator firm performance," Research Policy, Elsevier, vol. 34(3), pages 305-320, April.
    7. Cowan, Robin & Jonard, Nicolas, 2004. "Network structure and the diffusion of knowledge," Journal of Economic Dynamics and Control, Elsevier, vol. 28(8), pages 1557-1575, June.
    8. Danny P Soetanot & Marina van Geenhuizen, 2007. "Technology Incubators and Knowledge Networks: A Rough Set Approach in Comparative Project Analysis," Environment and Planning B, , vol. 34(6), pages 1011-1029, December.
    9. Shang, Ke-ke & Yan, Wei-sheng & Small, Michael, 2016. "Evolving networks—Using past structure to predict the future," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 455(C), pages 120-135.
    10. Candace Campbell & David N. Allen, 1987. "The Small Business Incubator Industry: Micro-Level Economic Development," Economic Development Quarterly, , vol. 1(2), pages 178-191, May.
    11. Samaddar, Subhashish & Kadiyala, Savitha S., 2006. "An analysis of interorganizational resource sharing decisions in collaborative knowledge creation," European Journal of Operational Research, Elsevier, vol. 170(1), pages 192-210, April.
    12. Colombo, Massimo G. & Delmastro, Marco, 2002. "How effective are technology incubators?: Evidence from Italy," Research Policy, Elsevier, vol. 31(7), pages 1103-1122, September.
    13. Lois Peters & Mark Rice & Malavika Sundararajan, 2004. "The Role of Incubators in the Entrepreneurial Process," The Journal of Technology Transfer, Springer, vol. 29(1), pages 83-91, January.
    14. Gregorio Martín-de-Castro & Miriam Delgado-Verde & Pedro López-Sáez & José Navas-López, 2011. "Towards ‘An Intellectual Capital-Based View of the Firm’: Origins and Nature," Journal of Business Ethics, Springer, vol. 98(4), pages 649-662, February.
    15. Jian-Guo Liu & Guang-Yong Yang & Zhao-Long Hu, 2014. "A Knowledge Generation Model via the Hypernetwork," PLOS ONE, Public Library of Science, vol. 9(3), pages 1-8, March.
    16. Ding, Xiu-Hao & Huang, Rui-Hua, 2010. "Effects of knowledge spillover on inter-organizational resource sharing decision in collaborative knowledge creation," European Journal of Operational Research, Elsevier, vol. 201(3), pages 949-959, March.
    17. Lin, Min & Li, Nan, 2010. "Scale-free network provides an optimal pattern for knowledge transfer," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(3), pages 473-480.
    18. Nicolai J. Foss & Keld Laursen & Torben Pedersen, 2011. "Linking Customer Interaction and Innovation: The Mediating Role of New Organizational Practices," Organization Science, INFORMS, vol. 22(4), pages 980-999, August.
    19. Eric Stokan & Lyke Thompson & Robert J. Mahu, 2015. "Testing the Differential Effect of Business Incubators on Firm Growth," Economic Development Quarterly, , vol. 29(4), pages 317-327, November.
    20. Sarfraz Mian & Wadid Lamine & Alain Fayolle, 2016. "Technology Business Incubation : An overview of the state of knowledge," Post-Print hal-02313371, HAL.
    21. Wang, Jiang-Pan & Guo, Qiang & Yang, Guang-Yong & Liu, Jian-Guo, 2015. "Improved knowledge diffusion model based on the collaboration hypernetwork," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 428(C), pages 250-256.
    22. Yang, Guang-Yong & Hu, Zhao-Long & Liu, Jian-Guo, 2015. "Knowledge diffusion in the collaboration hypernetwork," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 419(C), pages 429-436.
    23. Piergiuseppe Morone & Richard Taylor, 2004. "Small World Dynamics and The Process of Knowledge Diffusion: The Case of The Metropolitan Area of Greater Santiago De Chile," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 7(2), pages 1-5.
    24. Mian, Sarfraz & Lamine, Wadid & Fayolle, Alain, 2016. "Technology Business Incubation: An overview of the state of knowledge," Technovation, Elsevier, vol. 50, pages 1-12.
    25. Zhang, Haihong & Wu, Wenqing & Zhao, Liming, 2016. "A study of knowledge supernetworks and network robustness in different business incubators," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 447(C), pages 545-560.
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    Cited by:

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    4. Liming Zhao & Haihong Zhang & Wenqing Wu, 2019. "Cooperative knowledge creation in an uncertain network environment based on a dynamic knowledge supernetwork," Scientometrics, Springer;Akadémiai Kiadó, vol. 119(2), pages 657-685, May.
    5. Arabeche Zina, 2022. "The Actions Carried Out by the Cyberparc Incubator of Sidi Abdellah During the Period of 2010–2020: State of Play and Perspectives," Economics and Business, Sciendo, vol. 36(1), pages 17-33, January.

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