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Impact of Inventor’s Cooperation Network on Ambidextrous Innovation in Chinese AI Enterprises

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  • Xiaoli Li

    (School of Management, Wuhan Textile University, Wuhan 430200, China)

  • Kun Li

    (School of Management, Wuhan Textile University, Wuhan 430200, China)

  • Hao Zhou

    (Law Business School, Wuhan Institute of Technology, Wuhan 430205, China)

Abstract

With the intensification of artificial intelligence (AI) industry competition, innovation has become an important practical way for companies to achieve sustainable development. In this context, it is important to study the transmission paths affecting the development of ambidextrous innovation in AI firms from the perspectives of inventor cooperation networks and technological knowledge base variety. This study uses a sample of 399 of China’s AI organizations from 2008 to 2017. We explore the impact of an inventor cooperation network on ambidextrous innovation and dissect the mediating role of technological knowledge base variety between inventor cooperation network and ambidextrous innovation. We find that inventor cooperation network structural hole and centrality have an inverted U-shape relationship with a firm’s ambidextrous innovation. Additionally, inventor cooperation network centrality has a positive effect on technological knowledge base variety. In addition, there is an inverted U-shaped relationship between inventor cooperative network structure holes and technological knowledge base variety. Meanwhile, the research also finds that the unrelated variety of technological knowledge base mediates the relationship between the inventor cooperation network and ambidextrous innovation. The related variety of technological knowledge base mediates the relationship between the inventor cooperation network and exploitative innovation. However, the related variety of technological knowledge base cannot play a mediating role between inventor cooperation network and exploratory innovation.

Suggested Citation

  • Xiaoli Li & Kun Li & Hao Zhou, 2022. "Impact of Inventor’s Cooperation Network on Ambidextrous Innovation in Chinese AI Enterprises," Sustainability, MDPI, vol. 14(16), pages 1-21, August.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:16:p:9996-:d:886749
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    as
    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. Bruce Kogut & Udo Zander, 1992. "Knowledge of the Firm, Combinative Capabilities, and the Replication of Technology," Organization Science, INFORMS, vol. 3(3), pages 383-397, August.
    3. Wang, Chao-Hung & Hsu, Li-Chang, 2014. "Building exploration and exploitation in the high-tech industry: The role of relationship learning," Technological Forecasting and Social Change, Elsevier, vol. 81(C), pages 331-340.
    4. Wang, Jian, 2016. "Knowledge creation in collaboration networks: Effects of tie configuration," Research Policy, Elsevier, vol. 45(1), pages 68-80.
    5. Li, Yuan & Wei, Zelong & Zhao, Jie & Zhang, Chenlu & Liu, Yi, 2013. "Ambidextrous organizational learning, environmental munificence and new product performance: Moderating effect of managerial ties in China," International Journal of Production Economics, Elsevier, vol. 146(1), pages 95-105.
    6. Justin J. P. Jansen & Frans A. J. Van Den Bosch & Henk W. Volberda, 2006. "Exploratory Innovation, Exploitative Innovation, and Performance: Effects of Organizational Antecedents and Environmental Moderators," Management Science, INFORMS, vol. 52(11), pages 1661-1674, November.
    7. Józef Ober & Anna Kochmańska, 2021. "Adaptation of Innovations in the IT Industry in Poland: The Impact of Selected Internal Communication Factors," Sustainability, MDPI, vol. 14(1), pages 1-18, December.
    8. Gilsing, Victor & Nooteboom, Bart & Vanhaverbeke, Wim & Duysters, Geert & van den Oord, Ad, 2008. "Network embeddedness and the exploration of novel technologies: Technological distance, betweenness centrality and density," Research Policy, Elsevier, vol. 37(10), pages 1717-1731, December.
    9. 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.
    10. Bo-Xiang Hsu & Yi-Min Chen, 2019. "Industrial policy, social capital, human capital, and firm-level competitive advantage," International Entrepreneurship and Management Journal, Springer, vol. 15(3), pages 883-903, September.
    11. Richard F. J. Haans & Constant Pieters & Zi-Lin He, 2016. "Thinking about U: Theorizing and testing U- and inverted U-shaped relationships in strategy research," Strategic Management Journal, Wiley Blackwell, vol. 37(7), pages 1177-1195, July.
    12. Jackie Krafft & Francesco Quatraro & Pier Paolo Saviotti, 2011. "The knowledge-base evolution in biotechnology: a social network analysis," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 20(5), pages 445-475.
    13. 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.
    14. Robert M. Grant, 1996. "Prospering in Dynamically-Competitive Environments: Organizational Capability as Knowledge Integration," Organization Science, INFORMS, vol. 7(4), pages 375-387, August.
    15. Gautam Ahuja & Curba Morris Lampert, 2001. "Entrepreneurship in the large corporation: a longitudinal study of how established firms create breakthrough inventions," Strategic Management Journal, Wiley Blackwell, vol. 22(6‐7), pages 521-543, June.
    16. Qinchang Gui & Chengliang Liu & Debin Du, 2018. "Does network position foster knowledge production? Evidence from international scientific collaboration network," Growth and Change, Wiley Blackwell, vol. 49(4), pages 594-611, December.
    17. Ruolian Fang & Blaine Landis & Zhen Zhang & Marc H. Anderson & Jason D. Shaw & Martin Kilduff, 2015. "Integrating Personality and Social Networks: A Meta-Analysis of Personality, Network Position, and Work Outcomes in Organizations," Organization Science, INFORMS, vol. 26(4), pages 1243-1260, August.
    18. Srikanth Paruchuri & Snehal Awate, 2017. "Organizational knowledge networks and local search: The role of intra‐organizational inventor networks," Strategic Management Journal, Wiley Blackwell, vol. 38(3), pages 657-675, March.
    19. Dong, John Qi & Yang, Chia-Han, 2016. "Being central is a double-edged sword: Knowledge network centrality and new product development in U.S. pharmaceutical industry," Technological Forecasting and Social Change, Elsevier, vol. 113(PB), pages 379-385.
    20. Vikas A. Aggarwal, 2020. "Resource congestion in alliance networks: How a firm's partners’ partners influence the benefits of collaboration," Strategic Management Journal, Wiley Blackwell, vol. 41(4), pages 627-655, April.
    21. Yuanyuan Dong & Zepeng Wei & Tiansen Liu & Xinpeng Xing, 2020. "The Impact of R&D Intensity on the Innovation Performance of Artificial Intelligence Enterprises-Based on the Moderating Effect of Patent Portfolio," Sustainability, MDPI, vol. 13(1), pages 1-17, December.
    22. He, Qile & Ghobadian, Abby & Gallear, David, 2013. "Knowledge acquisition in supply chain partnerships: The role of power," International Journal of Production Economics, Elsevier, vol. 141(2), pages 605-618.
    23. Jasjit Singh & Lee Fleming, 2010. "Lone Inventors as Sources of Breakthroughs: Myth or Reality?," Management Science, INFORMS, vol. 56(1), pages 41-56, January.
    24. Justin Tan & Hongjuan Zhang & Liang Wang, 2015. "Network Closure or Structural Hole? The Conditioning Effects of Network–Level Social Capital on Innovation Performance," Entrepreneurship Theory and Practice, , vol. 39(5), pages 1189-1212, September.
    25. Xuemei Xie & Yanru Gao & Zhipeng Zang & Xiaohua Meng, 2020. "Collaborative ties and ambidextrous innovation: insights from internal and external knowledge acquisition," Industry and Innovation, Taylor & Francis Journals, vol. 27(3), pages 285-310, March.
    26. Marco Tortoriello, 2015. "The social underpinnings of absorptive capacity: The moderating effects of structural holes on innovation generation based on external knowledge," Strategic Management Journal, Wiley Blackwell, vol. 36(4), pages 586-597, April.
    27. Gilsing, Victor & Nooteboom, Bart, 2006. "Exploration and exploitation in innovation systems: The case of pharmaceutical biotechnology," Research Policy, Elsevier, vol. 35(1), pages 1-23, February.
    28. Mavroudi, Eva & Kesidou, Effie & Pandza, Krsto, 2020. "Shifting back and forth: How does the temporal cycling between exploratory and exploitative R&D influence firm performance?," Journal of Business Research, Elsevier, vol. 110(C), pages 386-396.
    29. Andrew V. Shipilov, 2009. "Firm Scope Experience, Historic Multimarket Contact with Partners, Centrality, and the Relationship Between Structural Holes and Performance," Organization Science, INFORMS, vol. 20(1), pages 85-106, February.
    30. De Noni, Ivan & Orsi, Luigi & Belussi, Fiorenza, 2018. "The role of collaborative networks in supporting the innovation performances of lagging-behind European regions," Research Policy, Elsevier, vol. 47(1), pages 1-13.
    31. Balaji R. Koka & John E. Prescott, 2008. "Designing alliance networks: the influence of network position, environmental change, and strategy on firm performance," Strategic Management Journal, Wiley Blackwell, vol. 29(6), pages 639-661, June.
    32. Lori Rosenkopf & Paul Almeida, 2003. "Overcoming Local Search Through Alliances and Mobility," Management Science, INFORMS, vol. 49(6), pages 751-766, June.
    33. Yi‐Chuan Liao & Kuen‐Hung Tsai, 2019. "Bridging market demand, proactivity, and technology competence with eco‐innovations: The moderating role of innovation openness," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 26(3), pages 653-663, May.
    34. Yu, Sui-Hua, 2013. "Social capital, absorptive capability, and firm innovation," Technological Forecasting and Social Change, Elsevier, vol. 80(7), pages 1261-1270.
    35. Valor, Carmen & Antonetti, Paolo & Crisafulli, Benedetta, 2022. "Emotions and consumers’ adoption of innovations: An integrative review and research agenda," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    36. Yan, Yan & Guan, JianCheng, 2018. "Social capital, exploitative and exploratory innovations: The mediating roles of ego-network dynamics," Technological Forecasting and Social Change, Elsevier, vol. 126(C), pages 244-258.
    37. Inácio Fernandes de Araújo & Eduardo Gonçalves & Juliana Gonçalves Taveira, 2019. "The Role of Patent Co-inventorship Networks in Regional Inventive Performance," International Regional Science Review, , vol. 42(3-4), pages 235-280, May.
    38. Zeki Simsek, 2009. "Organizational Ambidexterity: Towards a Multilevel Understanding," Journal of Management Studies, Wiley Blackwell, vol. 46(4), pages 597-624, June.
    39. Kevin Zheng Zhou & Caroline Bingxin Li, 2012. "How knowledge affects radical innovation: Knowledge base, market knowledge acquisition, and internal knowledge sharing," Strategic Management Journal, Wiley Blackwell, vol. 33(9), pages 1090-1102, September.
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    Cited by:

    1. Genghua Tang & Hongxun Mai, 2022. "How Does Manufacturing Intelligentization Influence Innovation in China from a Nonlinear Perspective and Economic Servitization Background?," Sustainability, MDPI, vol. 14(21), pages 1-16, October.

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