IDEAS home Printed from https://ideas.repec.org/a/spr/scient/v124y2020i3d10.1007_s11192-020-03586-3.html
   My bibliography  Save this article

Obscure but important: examining the indirect effects of alliance networks in exploratory and exploitative innovation paradigms

Author

Listed:
  • Gupeng Zhang

    (University of Chinese Academy of Sciences)

  • Xiao Wang

    (Xi’an Jiaotong-Liverpool University)

  • Hongbo Duan

    (University of Chinese Academy of Sciences)

Abstract

This study investigates how the alliance partners’ ego-network advantages, measured by the betweenness centrality, clustering coefficient and degree, affect focal firms’ ego-network advantages, innovation performance and the alliance stability. Under the exploitative innovation paradigm, alliance partners holding greater ego-network advantages would significantly improve focal firms’ ego-network advantages; Clustering coefficient and degree of alliance partners’ ego-network significantly improves focal firms’ innovation performance; However, they generate significant but mixing effect on the alliance stability. As innovation becomes more exploitation oriented, all of these effects weaken. Alliance partners’ ego-networks generate relatively weaker indirect effects on the focal firms as that of their own ego-networks. This suggests that the indirect network effects are not negligible. Our study suggests that alliance partners play a rather periphery role under exploratory innovation paradigm compared with that under the exploitative innovation paradigm. This is because the former requires more indigenous efforts to make breakthrough inventions. The results based on the counterfactual simulation process focus on the effect of key alliance partners’ ego-networks and reach generally similar conclusions, which confirms the robustness of this study. We discuss these findings and formulate policy implications at the end of this study.

Suggested Citation

  • Gupeng Zhang & Xiao Wang & Hongbo Duan, 2020. "Obscure but important: examining the indirect effects of alliance networks in exploratory and exploitative innovation paradigms," Scientometrics, Springer;Akadémiai Kiadó, vol. 124(3), pages 1745-1764, September.
  • Handle: RePEc:spr:scient:v:124:y:2020:i:3:d:10.1007_s11192-020-03586-3
    DOI: 10.1007/s11192-020-03586-3
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11192-020-03586-3
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11192-020-03586-3?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    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. Joel A. C. Baum & Robin Cowan & Nicolas Jonard, 2010. "Network-Independent Partner Selection and the Evolution of Innovation Networks," Management Science, INFORMS, vol. 56(11), pages 2094-2110, November.
    3. Joel A. C. Baum & Tony Calabrese & Brian S. Silverman, 2000. "Don't go it alone: alliance network composition and startups' performance in Canadian biotechnology," Strategic Management Journal, Wiley Blackwell, vol. 21(3), pages 267-294, March.
    4. Gautam Ahuja & Giuseppe Soda & Akbar Zaheer, 2012. "The Genesis and Dynamics of Organizational Networks," Organization Science, INFORMS, vol. 23(2), pages 434-448, April.
    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. Fleming, Lee & Sorenson, Olav, 2001. "Technology as a complex adaptive system: evidence from patent data," Research Policy, Elsevier, vol. 30(7), pages 1019-1039, August.
    7. Robin Cowan & Nicolas Jonard & Jean-Benoit Zimmermann, 2007. "Bilateral Collaboration and the Emergence of Innovation Networks," Management Science, INFORMS, vol. 53(7), pages 1051-1067, July.
    8. Marc D. Bahlmann, 2014. "Geographic Network Diversity: How Does it Affect Exploratory Innovation?," Industry and Innovation, Taylor & Francis Journals, vol. 21(7-8), pages 633-654, November.
    9. Rajagopal, 2014. "Organizations and Innovation," Palgrave Macmillan Books, in: Architecting Enterprise, chapter 3, pages 58-86, Palgrave Macmillan.
    10. Ranjay Gulati & Maxim Sytch & Adam Tatarynowicz, 2012. "The Rise and Fall of Small Worlds: Exploring the Dynamics of Social Structure," Organization Science, INFORMS, vol. 23(2), pages 449-471, April.
    11. Toby E. Stuart, 2000. "Interorganizational alliances and the performance of firms: a study of growth and innovation rates in a high‐technology industry," Strategic Management Journal, Wiley Blackwell, vol. 21(8), pages 791-811, August.
    12. Han Jiang & Jun Xia & Albert A. Cannella & Ting Xiao, 2018. "Do ongoing networks block out new friends? Reconciling the embeddedness constraint dilemma on new alliance partner addition," Strategic Management Journal, Wiley Blackwell, vol. 39(1), pages 217-241, January.
    13. Frank T. Rothaermel & David L. Deeds, 2004. "Exploration and exploitation alliances in biotechnology: a system of new product development," Strategic Management Journal, Wiley Blackwell, vol. 25(3), pages 201-221, March.
    14. 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.
    15. Olav Sorenson & Jan W. Rivkin & Lee Fleming, 2010. "Complexity, Networks and Knowledge Flows," Chapters, in: Ron Boschma & Ron Martin (ed.), The Handbook of Evolutionary Economic Geography, chapter 15, Edward Elgar Publishing.
    16. Daniella Laureiro-Martínez & Stefano Brusoni & Nicola Canessa & Maurizio Zollo, 2015. "Understanding the exploration–exploitation dilemma: An fMRI study of attention control and decision-making performance," Strategic Management Journal, Wiley Blackwell, vol. 36(3), pages 319-338, March.
    17. Ranjay Gulati, 1999. "Network location and learning: the influence of network resources and firm capabilities on alliance formation," Strategic Management Journal, Wiley Blackwell, vol. 20(5), pages 397-420, May.
    18. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    19. Bilian Ni Sullivan & Pamela Haunschild & Karen Page, 2007. "Organizations Non Gratae? The Impact of Unethical Corporate Acts on Interorganizational Networks," Organization Science, INFORMS, vol. 18(1), pages 55-70, February.
    20. Corey C. Phelps & Hongyan Yang & Kevin Steensma, 2010. "Learning from what others have learned from you: The effects of knowledge spillovers on originating firms," Post-Print hal-00528393, HAL.
    21. 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.
    22. Melanie Schreiner & Prashant Kale & Daniel Corsten, 2009. "What really is alliance management capability and how does it impact alliance outcomes and success?," Strategic Management Journal, Wiley Blackwell, vol. 30(13), pages 1395-1419, December.
    23. Daniel A. Levinthal & James G. March, 1993. "The myopia of learning," Strategic Management Journal, Wiley Blackwell, vol. 14(S2), pages 95-112, December.
    24. Craig D. Macaulay & Orlando C. Richard & Mike W. Peng & Maria Hasenhuttl, 2018. "Alliance Network Centrality, Board Composition, and Corporate Social Performance," Journal of Business Ethics, Springer, vol. 151(4), pages 997-1008, September.
    25. Watts, Jameson K.M. & Koput, Kenneth W., 2019. "The downside of prominence in a network of marketing alliances," Journal of Business Research, Elsevier, vol. 104(C), pages 196-205.
    26. Yamakawa, Yasuhiro & Yang, Haibin & Lin, Zhiang (John), 2011. "Exploration versus exploitation in alliance portfolio: Performance implications of organizational, strategic, and environmental fit," Research Policy, Elsevier, vol. 40(2), pages 287-296, March.
    27. 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.
    28. Gay, Brigitte & Dousset, Bernard, 2005. "Innovation and network structural dynamics: Study of the alliance network of a major sector of the biotechnology industry," Research Policy, Elsevier, vol. 34(10), pages 1457-1475, December.
    29. Ribuga Kang & Akbar Zaheer, 2018. "Determinants of alliance partner choice: Network distance, managerial incentives, and board monitoring," Strategic Management Journal, Wiley Blackwell, vol. 39(10), pages 2745-2769, October.
    30. Todo, Yasuyuki, 2003. "Empirically consistent scale effects: An endogenous growth model with technology transfer to developing countries," Journal of Macroeconomics, Elsevier, vol. 25(1), pages 25-46, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Caviggioli, Federico & Colombelli, Alessandra & Ravetti, Chiara, 2022. "Peers and stars: the role of gender among coinventors," Department of Economics and Statistics Cognetti de Martiis. Working Papers 202217, University of Turin.
    2. Min Guo & Naiding Yang & Jingbei Wang & Yanlu Zhang, 2021. "Multi-dimensional proximity and network stability: the moderating role of network cohesion," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(4), pages 3471-3499, April.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Lee, Cheng-Yu & Wang, Ming-Chao & Huang, Yen-Chih, 2015. "The double-edged sword of technological diversity in R&D alliances: Network position and learning speed as moderators," European Management Journal, Elsevier, vol. 33(6), pages 450-461.
    2. Partanen, Jukka & Kohtamäki, Marko & Patel, Pankaj C. & Parida, Vinit, 2020. "Supply chain ambidexterity and manufacturing SME performance: The moderating roles of network capability and strategic information flow," International Journal of Production Economics, Elsevier, vol. 221(C).
    3. Massimo Colombo & Liliana Doganova & Evila Piva & Diego D’Adda & Philippe Mustar, 2015. "Hybrid alliances and radical innovation: the performance implications of integrating exploration and exploitation," The Journal of Technology Transfer, Springer, vol. 40(4), pages 696-722, August.
    4. Zakaryan, Arusyak, 2023. "Organizational knowledge networks, search and exploratory invention," Technovation, Elsevier, vol. 122(C).
    5. Haifeng Wang & Longwei Tian & Yuan Li, 2019. "A tale of two cultures: Social networks and competitive advantage," Asia Pacific Journal of Management, Springer, vol. 36(2), pages 321-347, June.
    6. 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.
    7. 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.
    8. Dovev Lavie & Israel Drori, 2012. "Collaborating for Knowledge Creation and Application: The Case of Nanotechnology Research Programs," Organization Science, INFORMS, vol. 23(3), pages 704-724, June.
    9. Bilicz, Dávid, 2021. "A hálózatok és a kapcsolatok szerepe az innovációban és a tudás áramlásában. Szisztematikus szakirodalmi áttekintés [The role of networks and partnerships in innovation and knowledge flow - a syste," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(6), pages 674-698.
    10. Stephanie Lange & Marcus Wagner, 2021. "The influence of exploratory versus exploitative acquisitions on innovation output in the biotechnology industry," Small Business Economics, Springer, vol. 56(2), pages 659-680, February.
    11. Vanhaverbeke, W.P.M. & Beerkens, B.E. & Duysters, G.M., 2003. "Explorative and exploitative learning strategies in technology-based alliance networks," Working Papers 03.22, Eindhoven Center for Innovation Studies.
    12. Yang, Hongyan & Steensma, H. Kevin, 2014. "When do firms rely on their knowledge spillover recipients for guidance in exploring unfamiliar knowledge?," Research Policy, Elsevier, vol. 43(9), pages 1496-1507.
    13. 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.
    14. Catherine Beaudry, 2011. "Collaboration and contracting out versus funding and support – Impact on the propensity to patent of Canadian biotechnology firms 1999-2005," CIRANO Working Papers 2011s-62, CIRANO.
    15. Liang, Xinning & Liu, Anita M.M., 2018. "The evolution of government sponsored collaboration network and its impact on innovation: A bibliometric analysis in the Chinese solar PV sector," Research Policy, Elsevier, vol. 47(7), pages 1295-1308.
    16. Jacob, Jojo & Duysters, Geert, 2017. "Alliance network configurations and the co-evolution of firms' technology profiles: An analysis of the biopharmaceutical industry," Technological Forecasting and Social Change, Elsevier, vol. 120(C), pages 90-102.
    17. Slavova, Kremena & Jong, Simcha, 2021. "University alliances and firm exploratory innovation: Evidence from therapeutic product development," Technovation, Elsevier, vol. 107(C).
    18. Guktae Kim & Moon-Goo Huh, 2015. "Exploration and organizational longevity: The moderating role of strategy and environment," Asia Pacific Journal of Management, Springer, vol. 32(2), pages 389-414, June.
    19. 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.
    20. Gilsing, Victor A. & Cloodt, Myriam & Bertrand–Cloodt, Danielle, 2016. "What makes you more central? Antecedents of changes in betweenness-centrality in technology-based alliance networks," Technological Forecasting and Social Change, Elsevier, vol. 111(C), pages 209-221.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:scient:v:124:y:2020:i:3:d:10.1007_s11192-020-03586-3. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.