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The Network Structure of Innovation Networks

Author

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  • Shixun Wang

    (Fuzhou University)

  • Lihong Yang

    (Nanjing Audit University
    Zhejiang University
    Renmin University of China)

Abstract

We develop a model of R&D networks in which firms can choose to invest in R&D or to establish network links with other firms to absorb R&D spillovers in innovation networks. We characterize the network structure of firms' strategic R&D decisions in different types of spatial equilibrium. We further extend the theoretical framework to address empirical implications for the industry structure under cooperative R&D, firms' location choice, spatial agglomeration, and social capital allocation.

Suggested Citation

  • Shixun Wang & Lihong Yang, 2022. "The Network Structure of Innovation Networks," Networks and Spatial Economics, Springer, vol. 22(1), pages 65-96, March.
    • Handle: RePEc:kap:netspa:v:22:y:2022:i:1:d:10.1007_s11067-021-09556-3
    DOI: 10.1007/s11067-021-09556-3
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    1. Erkal, Nisvan & Piccinin, Daniel, 2010. "Cooperative R&D under uncertainty with free entry," International Journal of Industrial Organization, Elsevier, vol. 28(1), pages 74-85, January.
    2. Tim Rowley & Dean Behrens & David Krackhardt, 2000. "Redundant governance structures: an analysis of structural and relational embeddedness in the steel and semiconductor industries," Strategic Management Journal, Wiley Blackwell, vol. 21(3), pages 369-386, March.
    3. Leahy, Dermot & Neary, J Peter, 1997. "Public Policy towards R&D in Oligopolistic Industries," American Economic Review, American Economic Association, vol. 87(4), pages 642-662, September.
    4. Antoni Calvó-Armengol & Eleonora Patacchini & Yves Zenou, 2009. "Peer Effects and Social Networks in Education," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(4), pages 1239-1267.
    5. Matthew Elliott & Benjamin Golub & Matthew O. Jackson, 2014. "Financial Networks and Contagion," American Economic Review, American Economic Association, vol. 104(10), pages 3115-3153, October.
    6. Yann Bramoull? & Rachel Kranton & Martin D'Amours, 2014. "Strategic Interaction and Networks," American Economic Review, American Economic Association, vol. 104(3), pages 898-930, March.
    7. Haiyan Li & Yong Tang, 2019. "Network Structure and Dynamics of Chinese Regional Incubation," Networks and Spatial Economics, Springer, vol. 19(4), pages 1173-1197, December.
    8. Matthew O. Jackson & Brian W. Rogers & Yves Zenou, 2017. "The Economic Consequences of Social-Network Structure," Journal of Economic Literature, American Economic Association, vol. 55(1), pages 49-95, March.
    9. 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.
    10. Roberta Capello & Alessandra Faggian, 2005. "Collective Learning and Relational Capital in Local Innovation Processes," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 75-87.
    11. Miyagiwa, Kaz & Ohno, Yuka, 1997. "Strategic R&D policy and appropriability," Journal of International Economics, Elsevier, vol. 42(1-2), pages 125-148, February.
    12. Hagedoorn, John, 2002. "Inter-firm R&D partnerships: an overview of major trends and patterns since 1960," Research Policy, Elsevier, vol. 31(4), pages 477-492, May.
    13. Kamien, Morton I. & Zang, Israel, 2000. "Meet me halfway: research joint ventures and absorptive capacity," International Journal of Industrial Organization, Elsevier, vol. 18(7), pages 995-1012, October.
    14. Zhang, Qiao & Zhang, Jianxiong & Zaccour, Georges & Tang, Wansheng, 2018. "Strategic technology licensing in a supply chain," European Journal of Operational Research, Elsevier, vol. 267(1), pages 162-175.
    15. Amir, Rabah & Evstigneev, Igor & Wooders, John, 2003. "Noncooperative versus cooperative R&D with endogenous spillover rates," Games and Economic Behavior, Elsevier, vol. 42(2), pages 183-207, February.
    16. María José Gil Moltó & Nikolaos Georgantzís & Vicente Orts, 2005. "Cooperative R&D with Endogenous Technology Differentiation," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 14(2), pages 461-476, June.
    17. Alexei Kireyev & Andrei Leonidov, 2018. "Network Effects of International Shocks and Spillovers," Networks and Spatial Economics, Springer, vol. 18(4), pages 805-836, December.
    18. Federico, Giulio & Langus, Gregor & Valletti, Tommaso, 2018. "Reprint of: Horizontal mergers and product innovation," International Journal of Industrial Organization, Elsevier, vol. 61(C), pages 590-612.
    19. Bruno Cassiman & Reinhilde Veugelers, 2002. "R&D Cooperation and Spillovers: Some Empirical Evidence from Belgium," American Economic Review, American Economic Association, vol. 92(4), pages 1169-1184, September.
    20. Federico, Giulio & Langus, Gregor & Valletti, Tommaso, 2018. "Horizontal mergers and product innovation," International Journal of Industrial Organization, Elsevier, vol. 59(C), pages 1-23.
    21. Jeongsik “Jay” Lee, 2010. "Heterogeneity, Brokerage, and Innovative Performance: Endogenous Formation of Collaborative Inventor Networks," Organization Science, INFORMS, vol. 21(4), pages 804-822, August.
    22. Andrea Galeotti & Sanjeev Goyal, 2010. "The Law of the Few," American Economic Review, American Economic Association, vol. 100(4), pages 1468-1492, September.
    23. Xie, Xuemei & Fang, Liangxiu & Zeng, Saixing, 2016. "Collaborative innovation network and knowledge transfer performance: A fsQCA approach," Journal of Business Research, Elsevier, vol. 69(11), pages 5210-5215.
    24. Ajay Mehra & Andrea L. Dixon & Daniel J. Brass & Bruce Robertson, 2006. "The Social Network Ties of Group Leaders: Implications for Group Performance and Leader Reputation," Organization Science, INFORMS, vol. 17(1), pages 64-79, February.
    25. Qiao, Tong & Shan, Wei & Zhang, Mingli & Liu, Chen, 2019. "How to facilitate knowledge diffusion in complex networks: The roles of network structure, knowledge role distribution and selection rule," International Journal of Information Management, Elsevier, vol. 47(C), pages 152-167.
    26. Aoyagi, Masaki, 2018. "Bertrand competition under network externalities," Journal of Economic Theory, Elsevier, vol. 178(C), pages 517-550.
    27. Roijakkers, Nadine & Hagedoorn, John, 2006. "Inter-firm R&D partnering in pharmaceutical biotechnology since 1975: Trends, patterns, and networks," Research Policy, Elsevier, vol. 35(3), pages 431-446, April.
    28. Kamien, Morton I & Muller, Eitan & Zang, Israel, 1992. "Research Joint Ventures and R&D Cartels," American Economic Review, American Economic Association, vol. 82(5), pages 1293-1306, December.
    29. Stephen J. Carson & Anoop Madhok & Rohit Varman & George John, 2003. "Information Processing Moderators of the Effectiveness of Trust-Based Governance in Interfirm R&D Collaboration," Organization Science, INFORMS, vol. 14(1), pages 45-56, February.
    30. Julien Gagnon & Sanjeev Goyal, 2017. "Networks, Markets, and Inequality," American Economic Review, American Economic Association, vol. 107(1), pages 1-30, January.
    31. 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.
    32. Stephen P. Borgatti & Daniel S. Halgin, 2011. "On Network Theory," Organization Science, INFORMS, vol. 22(5), pages 1168-1181, October.
    33. Miyagiwa, Kaz & Ohno, Yuka, 2002. "Uncertainty, spillovers, and cooperative R&D," International Journal of Industrial Organization, Elsevier, vol. 20(6), pages 855-876, June.
    34. Dimitrios Tsiotas & Serafeim Polyzos, 2018. "The Complexity in the Study of Spatial Networks: an Epistemological Approach," Networks and Spatial Economics, Springer, vol. 18(1), pages 1-32, March.
    35. Mihai Manea, 2018. "Intermediation and Resale in Networks," Journal of Political Economy, University of Chicago Press, vol. 126(3), pages 1250-1301.
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    Cited by:

    1. Antonio Zinilli & Yujie Gao & Thomas Scherngell, 2024. "Structural Dynamics of Inter-city Innovation Networks in China: A Perspective From TERGM," Networks and Spatial Economics, Springer, vol. 24(3), pages 707-741, September.

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