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The role of inter- and intra-organisational networks in innovation: towards requisite variety

Author

Listed:
  • Na Zhang

    (Dalian Maritime University)

  • Lu Cheng

    (Dalian Maritime University)

  • Chao Sun

    (Dalian Maritime University)

  • Julie Callaert
  • Bart Looy

Abstract

Inter- and intra-organisational network characteristics equally contribute to firm innovation. This study investigates the relationship between inter-organisational network position and firms’ exploratory innovation performance by taking into account the (potentially) moderating effect of intra-organisational network characteristics. This study uses patent data on electric vehicles (including hybrid, battery, and fuel cell) available from the United States Patent and Trademark Office (2000–2015). The results show that there is an inverted U-shape relationship between the central position and the exploratory innovation performance of firms, which becomes steeper for firms characterized internally by a cohesive network. In addition, a positive relationship is revealed between broker position and exploratory innovation performance of firms. This relationship becomes stronger when firms display lower levels of network cohesion. Combined, these findings strongly suggest that firms benefit from matching the scale of their external networks with internal heterogeneity, in line with Ashby’s notion of requisite variety (Cybernetica 1(2):83–99, 1958). This study provides practical guidance for enterprises to improve their exploratory innovation capability through simultaneously developing intra-organisational and inter-organisational collaborative networks.

Suggested Citation

  • Na Zhang & Lu Cheng & Chao Sun & Julie Callaert & Bart Looy, 2023. "The role of inter- and intra-organisational networks in innovation: towards requisite variety," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(7), pages 4117-4136, July.
  • Handle: RePEc:spr:scient:v:128:y:2023:i:7:d:10.1007_s11192-023-04748-9
    DOI: 10.1007/s11192-023-04748-9
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    References listed on IDEAS

    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. David J. Teece, 2003. "Competition, Cooperation, and Innovation Organizational Arrangements for Regimes of Rapid Technological Progress," World Scientific Book Chapters, in: Essays In Technology Management And Policy Selected Papers of David J Teece, chapter 16, pages 447-474, World Scientific Publishing Co. Pte. Ltd..
    3. Wim Vanhaverbeke & Victor Gilsing & Bonnie Beerkens & Geert Duysters, 2009. "The Role of Alliance Network Redundancy in the Creation of Core and Non‐core Technologies," Journal of Management Studies, Wiley Blackwell, vol. 46(2), pages 215-244, March.
    4. Philippe Aghion & Antoine Dechezleprêtre & David Hémous & Ralf Martin & John Van Reenen, 2016. "Carbon Taxes, Path Dependency, and Directed Technical Change: Evidence from the Auto Industry," Journal of Political Economy, University of Chicago Press, vol. 124(1), pages 1-51.
    5. 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.
    6. Konstantinos Grigoriou & Frank T. Rothaermel, 2017. "Organizing for knowledge generation: internal knowledge networks and the contingent effect of external knowledge sourcing," Strategic Management Journal, Wiley Blackwell, vol. 38(2), pages 395-414, February.
    7. Thomas J. Allen, 1984. "Managing the Flow of Technology: Technology Transfer and the Dissemination of Technological Information Within the R&D Organization," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262510278, December.
    8. Isin Guler & Atul Nerkar, 2012. "The impact of global and local cohesion on innovation in the pharmaceutical industry," Strategic Management Journal, Wiley Blackwell, vol. 33(5), pages 535-549, May.
    9. Chiambaretto, Paul & Massé, David & Mirc, Nicola, 2019. "“All for One and One for All?” - Knowledge broker roles in managing tensions of internal coopetition: The Ubisoft case," Research Policy, Elsevier, vol. 48(3), pages 584-600.
    10. Solon Moreira & Arjan Markus & Keld Laursen, 2018. "Knowledge diversity and coordination: The effect of intrafirm inventor task networks on absorption speed," Strategic Management Journal, Wiley Blackwell, vol. 39(9), pages 2517-2546, September.
    11. Guo, Min & Yang, Naiding & Wang, Jingbei & Zhang, Yanlu & Wang, Yan, 2021. "How do structural holes promote network expansion?," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    12. Oli R. Mihalache & Justin J. J. P. Jansen & Frans A. J. Van Den Bosch & Henk W. Volberda, 2012. "Offshoring and firm innovation: The moderating role of top management team attributes," Strategic Management Journal, Wiley Blackwell, vol. 33(13), pages 1480-1498, December.
    13. 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.
    14. 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.
    15. Benjamin Balsmeier & Mohamad Assaf & Tyler Chesebro & Gabe Fierro & Kevin Johnson & Scott Johnson & Guan‐Cheng Li & Sonja Lück & Doug O'Reagan & Bill Yeh & Guangzheng Zang & Lee Fleming, 2018. "Machine learning and natural language processing on the patent corpus: Data, tools, and new measures," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 27(3), pages 535-553, September.
    16. Melissa A. Schilling & Corey C. Phelps, 2007. "Interfirm Collaboration Networks: The Impact of Large-Scale Network Structure on Firm Innovation," Management Science, INFORMS, vol. 53(7), pages 1113-1126, July.
    17. Jill E. Perry-Smith & Christina E. Shalley, 2014. "A Social Composition View of Team Creativity: The Role of Member Nationality-Heterogeneous Ties Outside of the Team," Organization Science, INFORMS, vol. 25(5), pages 1434-1452, October.
    18. Henrich R. Greve, 2007. "‘Exploration and exploitation in product innovation’," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 16(5), pages 945-975, October.
    19. M.Z. Yaqub & Marijana Sreckovic & Gérard Cliquet & G. Hendrikse & J. Windsperger, 2020. "Network innovation versus innovation through networks," Post-Print hal-02932125, HAL.
    20. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    21. Fengchao Liu & Na Zhang & Cong Cao, 2017. "An evolutionary process of global nanotechnology collaboration: a social network analysis of patents at USPTO," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(3), pages 1449-1465, June.
    22. Akbar Zaheer & Geoffrey G. Bell, 2005. "Benefiting from network position: firm capabilities, structural holes, and performance," Strategic Management Journal, Wiley Blackwell, vol. 26(9), pages 809-825, September.
    23. 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).
    24. Wang, Changfeng & Hu, Qiying, 2020. "Knowledge sharing in supply chain networks: Effects of collaborative innovation activities and capability on innovation performance," Technovation, Elsevier, vol. 94.
    25. Zhiang (John) Lin & Haibin Yang & Bindu Arya, 2009. "Alliance partners and firm performance: resource complementarity and status association," Strategic Management Journal, Wiley Blackwell, vol. 30(9), pages 921-940, September.
    26. Daniel A. Levinthal & James G. March, 1993. "The myopia of learning," Strategic Management Journal, Wiley Blackwell, vol. 14(S2), pages 95-112, December.
    27. Nicholas Argyres & Luis A. Rios & Brian S. Silverman, 2020. "Organizational change and the dynamics of innovation: Formal R&D structure and intrafirm inventor networks," Strategic Management Journal, Wiley Blackwell, vol. 41(11), pages 2015-2049, November.
    28. Haibin Yang & Zhiang (John) Lin & Ya (Lisa) Lin, 2010. "A multilevel framework of firm boundaries: firm characteristics, dyadic differences, and network attributes," Strategic Management Journal, Wiley Blackwell, vol. 31(3), pages 237-261, March.
    29. Paul Chiambaretto & David Massé & Nicola Mirc, 2019. "“All for One and One for All?” - Knowledge broker roles in managing tensions of internal coopetition: The Ubisoft case," Post-Print hal-02104540, HAL.
    30. Hutton, Steven & Demir, Robert & Eldridge, Stephen, 2021. "How does open innovation contribute to the firm's dynamic capabilities?," Technovation, Elsevier, vol. 106(C).
    31. 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.
    32. Lee Fleming & Charles King & Adam I. Juda, 2007. "Small Worlds and Regional Innovation," Organization Science, INFORMS, vol. 18(6), pages 938-954, December.
    33. Corey C. Phelps, 2010. "A longitudinal study of the influence of alliance network structure and composition on firm exploratory innovation," Post-Print hal-00528392, HAL.
    34. Jason Owen-Smith & Walter W. Powell, 2004. "Knowledge Networks as Channels and Conduits: The Effects of Spillovers in the Boston Biotechnology Community," Organization Science, INFORMS, vol. 15(1), pages 5-21, February.
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