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Employee co-invention network dynamics and firm exploratory innovation: the moderation of employee co-invention network centralization and knowledge-employee network equilibrium

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  • Guiyang Zhang

    (Nanjing University of Science and Technology)

Abstract

Drawing on a dynamic approach, increasing research investigates network dynamics at the inter-firm level in recent years. However, little is known about intra-firm employee network dynamics and their consequences for firm exploratory innovation. This paper addresses the gap by focusing on employee co-invention network dynamics conceptualized as employee turnover and across-team movement. Based on the knowledge-based view and transactive memory system theory, this research elaborates on the dual mechanism of employee co-invention network dynamics and proposes an inverted U-shaped relationship between employee co-invention network dynamics and firm exploratory innovation. Furthermore, employees and their innovation are structurally embedded in the intra-firm networks. This paper investigates the moderation effect of intra-firm network structures. First, employee co-invention network centralization, indicating a core-periphery co-invention structure among employees, may negatively moderate the inverted U-shaped relationship. Second, knowledge-employee network equilibrium, indicating an evenly- and broadly- distributed knowledge structure among employees, may positively moderate the inverted U-shaped relationship. Based on patent data of 76 high-tech firms over 31 years from 1990 to 2020, this paper develops novel quantitative measures and conducts panel regression analysis. Results support all the above predictions.

Suggested Citation

  • Guiyang Zhang, 2021. "Employee co-invention network dynamics and firm exploratory innovation: the moderation of employee co-invention network centralization and knowledge-employee network equilibrium," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(9), pages 7811-7836, September.
    • Handle: RePEc:spr:scient:v:126:y:2021:i:9:d:10.1007_s11192-021-04089-5
    DOI: 10.1007/s11192-021-04089-5
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    as
    1. Singh, Jasjit, 2008. "Distributed R&D, cross-regional knowledge integration and quality of innovative output," Research Policy, Elsevier, vol. 37(1), pages 77-96, February.
    2. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    3. Guan, Jian Cheng & Yan, Yan, 2016. "Technological proximity and recombinative innovation in the alternative energy field," Research Policy, Elsevier, vol. 45(7), pages 1460-1473.
    4. Samina Karim & Charles Williams, 2012. "Structural knowledge: how executive experience with structural composition affects intrafirm mobility and unit reconfiguration," Strategic Management Journal, Wiley Blackwell, vol. 33(6), pages 681-709, June.
    5. Gautam Ahuja & Giuseppe Soda & Akbar Zaheer, 2012. "The Genesis and Dynamics of Organizational Networks," Organization Science, INFORMS, vol. 23(2), pages 434-448, April.
    6. Jack A. Nickerson & Todd R. Zenger, 2002. "Being Efficiently Fickle: A Dynamic Theory of Organizational Choice," Organization Science, INFORMS, vol. 13(5), pages 547-566, October.
    7. Hurmelinna-Laukkanen, Pia & Olander, Heidi & Blomqvist, Kirsimarja & Panfilii, Victoria, 2012. "Orchestrating R&D networks: Absorptive capacity, network stability, and innovation appropriability," European Management Journal, Elsevier, vol. 30(6), pages 552-563.
    8. Nooteboom, B. & Gilsing, V.A. & Vanhaverbeke, W.P.M. & Duijsters, G.M. & Oord, A., 2006. "Network Embeddedness and the Exploration of Novel Technologies : Technological Distance, Betweenness Centrality and Density," Other publications TiSEM 4fae41f2-1e69-40f2-89f5-6, Tilburg University, School of Economics and Management.
    9. Guiyang Zhang & Chaoying Tang & Yong Qi, 2020. "Alliance Network Diversity and Innovation Ambidexterity: The Differential Roles of Industrial Diversity, Geographical Diversity, and Functional Diversity," Sustainability, MDPI, vol. 12(3), pages 1-16, February.
    10. 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.
    11. Srikanth Paruchuri, 2010. "Intraorganizational Networks, Interorganizational Networks, and the Impact of Central Inventors: A Longitudinal Study of Pharmaceutical Firms," Organization Science, INFORMS, vol. 21(1), pages 63-80, February.
    12. 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.
    13. Zhang, Zhengang & Luo, Taiye, 2020. "Network capital, exploitative and exploratory innovations——from the perspective of network dynamics," Technological Forecasting and Social Change, Elsevier, vol. 152(C).
    14. Linda Argote & Yuqing Ren, 2012. "Transactive Memory Systems: A Microfoundation of Dynamic Capabilities," Journal of Management Studies, Wiley Blackwell, vol. 49(8), pages 1375-1382, December.
    15. Hong Hong & Qiang Ye & Qianzhou Du & G. Alan Wang & Weiguo Fan, 2020. "Crowd characteristics and crowd wisdom: Evidence from an online investment community," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 71(4), pages 423-435, April.
    16. Jingbei Wang & Naiding Yang, 2019. "Dynamics of collaboration network community and exploratory innovation: the moderation of knowledge networks," Scientometrics, Springer;Akadémiai Kiadó, vol. 121(2), pages 1067-1084, November.
    17. 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.
    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. Szulanski, Gabriel, 2000. "The Process of Knowledge Transfer: A Diachronic Analysis of Stickiness," Organizational Behavior and Human Decision Processes, Elsevier, vol. 82(1), pages 9-27, May.
    20. Diane L. Rulke & Joseph Galaskiewicz, 2000. "Distribution of Knowledge, Group Network Structure, and Group Performance," Management Science, INFORMS, vol. 46(5), pages 612-625, May.
    21. 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.
    22. Messeni Petruzzelli, Antonio, 2019. "Trading knowledge for status: Conceptualizing R&D alliance formation to achieve ambidexterity," Technological Forecasting and Social Change, Elsevier, vol. 145(C), pages 36-42.
    23. Torben Schubert & Martin Andersson, 2015. "Old is gold? The effects of employee age on innovation and the moderating effects of employment turnover," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 24(1-2), pages 95-113, March.
    24. Prithwiraj Choudhury, 2017. "Innovation Outcomes in a Distributed Organization: Intrafirm Mobility and Access to Resources," Organization Science, INFORMS, vol. 28(2), pages 339-354, April.
    25. Zhi Yang & Xuemin Zhou & Pengcheng Zhang, 2015. "Discipline versus passion: Collectivism, centralization, and ambidextrous innovation," Asia Pacific Journal of Management, Springer, vol. 32(3), pages 745-769, September.
    26. Nicolette Lakemond & Lars Bengtsson & Keld Laursen & Fredrik Tell, 2016. "Editor's Choice Match and manage: the use of knowledge matching and project management to integrate knowledge in collaborative inbound open innovation," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 25(2), pages 333-352.
    27. Enno Siemsen & Aleda V. Roth & Sridhar Balasubramanian & Gopesh Anand, 2009. "The Influence of Psychological Safety and Confidence in Knowledge on Employee Knowledge Sharing," Manufacturing & Service Operations Management, INFORMS, vol. 11(3), pages 429-447, April.
    28. Alessandra Arcuri & Giuseppe Dari-Mattiacci, 2010. "Centralization versus Decentralization as a Risk-Return Trade-Off," Journal of Law and Economics, University of Chicago Press, vol. 53(2), pages 359-378, May.
    29. Uwe Cantner & Andreas Meder, 2007. "Technological proximity and the choice of cooperation partner," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 2(1), pages 45-65, June.
    30. Guiyang Zhang & Chaoying Tang, 2018. "How R&D partner diversity influences innovation performance: an empirical study in the nano-biopharmaceutical field," Scientometrics, Springer;Akadémiai Kiadó, vol. 116(3), pages 1487-1512, September.
    31. Scuotto, Veronica & Garcia-Perez, Alexeis & Nespoli, Chiara & Messeni Petruzzelli, Antonio, 2020. "A repositioning organizational knowledge dynamics by functional upgrading and downgrading strategy in global value chain," Journal of International Management, Elsevier, vol. 26(4).
    32. Lee Fleming, 2001. "Recombinant Uncertainty in Technological Search," Management Science, INFORMS, vol. 47(1), pages 117-132, January.
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