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Stability Analysis of Collaborative Product Innovation Network Exposed to Knowledge Resource Loss

Author

Listed:
  • Jiafu Su

    (Chongqing Technology and Business University
    Krirk University)

  • Fengting Zhang

    (Chongqing Technology and Business University)

  • Xuefeng Zhang

    (Anhui Polytechnic University)

  • Na Zhang

    (China University of Mining and Technology)

  • Cong Miao

    (International College, National Institute of Development Administration)

  • Quanxin Gan

    (Guangxi University of Finance and Economics)

  • Yan Xiao

    (Chongqing University of Technology)

Abstract

The stability of collaborative organization is crucial for the successful functioning of collaborative product innovation network (CPIN), which is a typical open innovation platform. Knowledge resource loss, especially the human resource and knowledge resource, is the severe challenge for the stability of CPIN. Considering there mainly are two types of elements in CPIN, i.e., members and their knowledge, this paper builds a weighted super-network model for CPIN to integrate the two types of elements. Based on the weighted super-network model, a related nodes removal method is proposed to simulate the member loss and knowledge loss, then the quantitative analytical methods are proposed pertinently to measure and analyze the influence of member loss and knowledge loss on the CPIN stability. The case study results show the methods proposed in this paper can effectively reflect the member loss and knowledge loss, and measure and analyze the influence of their loss on the CPIN stability.

Suggested Citation

  • Jiafu Su & Fengting Zhang & Xuefeng Zhang & Na Zhang & Cong Miao & Quanxin Gan & Yan Xiao, 2024. "Stability Analysis of Collaborative Product Innovation Network Exposed to Knowledge Resource Loss," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 3380-3408, March.
    • Handle: RePEc:spr:jknowl:v:15:y:2024:i:1:d:10.1007_s13132-023-01187-y
    DOI: 10.1007/s13132-023-01187-y
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    References listed on IDEAS

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    1. Johannes Landsperger & Patrick Spieth, 2011. "Managing Innovation Networks In The Industrial Goods Sector," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 15(06), pages 1209-1241.
    2. Teheni El Ghak & Awatef Gdairia & Boutheina Abassi, 2021. "High-tech Entrepreneurship and Total Factor Productivity: the Case of Innovation-Driven Economies," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(3), pages 1152-1186, September.
    3. Zhang, Gupeng & Duan, Hongbo & Zhou, Jianghua, 2017. "Network stability, connectivity and innovation output," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 339-349.
    4. Réka Albert & Hawoong Jeong & Albert-László Barabási, 2000. "Error and attack tolerance of complex networks," Nature, Nature, vol. 406(6794), pages 378-382, July.
    5. Josef Daňa & Francesco Caputo & Jaroslav Ráček, 2020. "Complex Network Analysis for Knowledge Management and Organizational Intelligence," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 11(2), pages 405-424, June.
    6. Majbritt Rostgaard Evald & Ann Højbjerg Clarke & Britta Boyd, 2021. "An Open Innovation Project Typology of Exploration and Exploitation: Managerial Implications and Empirical Applications," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(2), pages 740-755, June.
    7. Sergi Lozano & Alexandre Arenas, 2007. "A Model to Test How Diversity Affects Resilience in Regional Innovation Networks," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 10(4), pages 1-8.
    8. Saymon Ricardo Oliveira Sousa & Wesley Vieira Silva & Claudimar Pereira Veiga & Roselaine Ruviaro Zanini, 2020. "Theoretical background of innovation in services in small and medium-sized enterprises: literature mapping," Journal of Innovation and Entrepreneurship, Springer, vol. 9(1), pages 1-26, December.
    9. Bojan Ćudić & Peter Alešnik & David Hazemali, 2022. "Factors impacting university–industry collaboration in European countries," Journal of Innovation and Entrepreneurship, Springer, vol. 11(1), pages 1-24, December.
    10. Enkel, Ellen & Kausch, Christoph & Gassmann, Oliver, 2005. "Managing the Risk of Customer Integration," European Management Journal, Elsevier, vol. 23(2), pages 203-213, April.
    11. Wonchang Hur & Jaeho Park, 2016. "Network Patterns of Inventor Collaboration and Their Effects on Innovation Outputs," Sustainability, MDPI, vol. 8(4), pages 1-25, March.
    12. Ahsan Ali & Hongwei Wang & Ali Nawaz Khan & Abdul Hameed Pitafi & Muhammad Waqas Amin, 2019. "Exploring the knowledge-focused role of interdependent members on team creative performance," Asian Business & Management, Palgrave Macmillan, vol. 18(2), pages 98-121, April.
    13. Norman, Patricia M., 2004. "Knowledge acquisition, knowledge loss, and satisfaction in high technology alliances," Journal of Business Research, Elsevier, vol. 57(6), pages 610-619, June.
    14. Ben Arfi, Wissal & Hikkerova, Lubica & Sahut, Jean-Michel, 2018. "External knowledge sources, green innovation and performance," Technological Forecasting and Social Change, Elsevier, vol. 129(C), pages 210-220.
    15. Guofeng Shi & Zhiyun Ma & Jiao Feng & Fujin Zhu & Xu Bai & Bingxiu Gui, 2020. "The impact of knowledge transfer performance on the artificial intelligence industry innovation network: An empirical study of Chinese firms," PLOS ONE, Public Library of Science, vol. 15(5), pages 1-22, May.
    16. Retno Kusumastuti & Mesnan Silalahi & Anugerah Yuka Asmara & Ria Hardiyati & Vishnu Juwono, 2022. "Finding the context indigenous innovation in village enterprise knowledge structure: a topic modeling," Journal of Innovation and Entrepreneurship, Springer, vol. 11(1), pages 1-15, December.
    17. Kathleen Carley, 1992. "Organizational Learning and Personnel Turnover," Organization Science, INFORMS, vol. 3(1), pages 20-46, February.
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