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Evolutionary Analysis of Knowledge-Based Networks of the Electronic Information Industry from a Dual Innovation Perspective

Author

Listed:
  • Jiajia Hao

    (School of Economics and Management, Yanshan University, Qinhuangdao 066004, China)

  • Chunling Li

    (School of Economics and Management, Yanshan University, Qinhuangdao 066004, China)

  • Nosherwan Khaliq

    (School of Economics and Management, Yanshan University, Qinhuangdao 066004, China)

  • Qingqian Yin

    (Qinhuangdao Golden Sea Oils & Fats Industries Co., Ltd., Qinhuangdao 066004, China)

  • Mirzat Ullah

    (Graduate School of Economics and Management, Ural Federal University, 620002 Yekaterinburg, Russia)

Abstract

It provides specific theoretical guidance to enhance the enterprise’s independent innovation capabilities by studying the knowledge utilization and the evolution of innovation under different innovation strategies and revealing the law of innovation path. Based on the data of invention patents of 579 electronic information enterprises from 2010 to 2019, this paper constructs a knowledge-based network based on social network analysis to study the evolution process of density, centrality, and structural holes of knowledge. The evolution analysis of 3360 knowledge-based networks shows that the electronic information industry’s overall knowledge integration capacity is in the middle and lower reaches. The widespread knowledge reliance in the electronic information industry is small, the industry is out of the ‘capacity traps’, and diversified development has gradually become a trend. At the same time, cross-domain knowledge reorganization is increasing. The results show that the overall knowledge reliance degree of enterprises applying an exploitative innovation strategy is deeper than that of enterprises applying an exploratory innovation strategy. The knowledge integration capabilities and cross-domain knowledge reorganization capabilities of enterprises applying exploratory innovation strategies are higher than those of enterprises applying exploitative innovation strategy.

Suggested Citation

  • Jiajia Hao & Chunling Li & Nosherwan Khaliq & Qingqian Yin & Mirzat Ullah, 2023. "Evolutionary Analysis of Knowledge-Based Networks of the Electronic Information Industry from a Dual Innovation Perspective," Mathematics, MDPI, vol. 11(5), pages 1-17, March.
    • Handle: RePEc:gam:jmathe:v:11:y:2023:i:5:p:1230-:d:1086314
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    References listed on IDEAS

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    1. Guan, Jiancheng & Liu, Na, 2016. "Exploitative and exploratory innovations in knowledge network and collaboration network: A patent analysis in the technological field of nano-energy," Research Policy, Elsevier, vol. 45(1), pages 97-112.
    2. Saviotti, Pier Paolo, 2007. "On the dynamics of generation and utilisation of knowledge: The local character of knowledge," Structural Change and Economic Dynamics, Elsevier, vol. 18(4), pages 387-408, December.
    3. Tsouri, Maria & Hanson, Jens & Normann, Håkon Endresen, 2021. "Does participation in knowledge networks facilitate market access in global innovation systems? The case of offshore wind," Research Policy, Elsevier, vol. 50(5).
    4. Alessandra Colombelli & Jackie Krafft & Francesco Quatraro, 2014. "High-growth firms and technological knowledge: do gazelles follow exploration or exploitation strategies? -super-1," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 23(1), pages 261-291, February.
    5. Yu-Shan Chen & Ke-Chiun Chang, 2012. "Using the entropy-based patent measure to explore the influences of related and unrelated technological diversification upon technological competences and firm performance," Scientometrics, Springer;Akadémiai Kiadó, vol. 90(3), pages 825-841, March.
    6. Krafft Jackie & Quatraro Francesco & Colombelli Alessandra, 2011. "High Growth Firms and Technological Knowledge: Do gazelles follow exploration or exploitation strategies?," Department of Economics and Statistics Cognetti de Martiis LEI & BRICK - Laboratory of Economics of Innovation "Franco Momigliano", Bureau of Research in Innovation, Complexity and Knowledge, Collegio 201114, University of Turin.
    7. Colombelli, Alessandra & Krafft, Jackie & Quatraro, Francesco, 2013. "Properties of knowledge base and firm survival: Evidence from a sample of French manufacturing firms," Technological Forecasting and Social Change, Elsevier, vol. 80(8), pages 1469-1483.
    8. Lionel Nesta & Pier Paolo Saviotti, 2005. "Coherence Of The Knowledge Base And The Firm'S Innovative Performance: Evidence From The U.S. Pharmaceutical Industry," Journal of Industrial Economics, Wiley Blackwell, vol. 53(1), pages 123-142, March.
    9. Simon U. Lee & Jina Kang, 2015. "Technological Diversification Through Corporate Venture Capital Investments: Creating Various Options to Strengthen Dynamic Capabilities," Industry and Innovation, Taylor & Francis Journals, vol. 22(5), pages 349-374, July.
    10. Lee Fleming, 2001. "Recombinant Uncertainty in Technological Search," Management Science, INFORMS, vol. 47(1), pages 117-132, January.
    11. Rebecca Henderson & Iain Cockburn, 1996. "Scale, Scope, and Spillovers: The Determinants of Research Productivity in Drug Discovery," RAND Journal of Economics, The RAND Corporation, vol. 27(1), pages 32-59, Spring.
    12. Dibiaggio, Ludovic & Nasiriyar, Maryam & Nesta, Lionel, 2014. "Substitutability and complementarity of technological knowledge and the inventive performance of semiconductor companies," Research Policy, Elsevier, vol. 43(9), pages 1582-1593.
    13. Alessandra Colombelli & Jackie Krafft & Francesco Quatraro, 2014. "High growth firms and technological knowledge: do gazelles follow exploration or exploitation strategies?," Post-Print halshs-01072866, HAL.
    14. repec:hal:spmain:info:hdl:2441/43aq8ffdqb82sbffkv69bt1eaa is not listed on IDEAS
    15. van Aswegen, Mariske & Retief, Francois Pieter, 2020. "The role of innovation and knowledge networks as a policy mechanism towards more resilient peripheral regions," Land Use Policy, Elsevier, vol. 90(C).
    16. Sai Yayavaram & Manish K. Srivastava & MB Sarkar, 2018. "Role of search for domain knowledge and architectural knowledge in alliance partner selection," Strategic Management Journal, Wiley Blackwell, vol. 39(8), pages 2277-2302, August.
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