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Dynamic evolution of collaborative networks: evidence from nano-energy research in China

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  • Na Liu

    (University of Chinese Academy of Sciences)

  • Jiancheng Guan

    (University of Chinese Academy of Sciences
    Fudan University)

Abstract

In organizations, knowledge creation activities are embedded in collaborative networks and are influenced by their partners. Therefore, we examine how entire networks change over time in this study, as well as the reasoning behind the structures of ego networks based on unique scientific research discoveries published in the emerging cross-disciplinary field of nano-energy. These data were extracted from Science Citation Index Expanded. Specifically, we mainly focus on two dimensions of ego network changes: network growth and diversity. Results demonstrate the recent remarkable growth of inter-organizational collaborative networks in the nano-energy field and empirically prove that the subsequent growth and diversity of ego networks are caused by three coexisting driving forces (collaborative capacity, network status position and cohesion) that act collectively. Our study is conducted at the organizational level because we investigate the universities, research institutes and firms that participate in nano-energy scientific research and the collaborative networks formed through co-authorships among these institutions in knowledge creation processes. Moreover, our study has significant implications for the scientific research conducted by organizations in developing countries and emerging fields.

Suggested Citation

  • Na Liu & Jiancheng Guan, 2015. "Dynamic evolution of collaborative networks: evidence from nano-energy research in China," Scientometrics, Springer;Akadémiai Kiadó, vol. 102(3), pages 1895-1919, March.
    • Handle: RePEc:spr:scient:v:102:y:2015:i:3:d:10.1007_s11192-014-1508-z
    DOI: 10.1007/s11192-014-1508-z
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    as
    1. Guillermo Armando Ronda-Pupo & Luis Ángel Guerras-Martín, 2010. "Dynamics of the scientific community network within the strategic management field through the Strategic Management Journal 1980–2009: the role of cooperation," Scientometrics, Springer;Akadémiai Kiadó, vol. 85(3), pages 821-848, December.
    2. Gonzalez-Brambila, Claudia N. & Veloso, Francisco M. & Krackhardt, David, 2013. "The impact of network embeddedness on research output," Research Policy, Elsevier, vol. 42(9), pages 1555-1567.
    3. Connelly, Michael C. & Sekhar, J.A., 2012. "U. S. energy production activity and innovation," Technological Forecasting and Social Change, Elsevier, vol. 79(1), pages 30-46.
    4. Manuel E. Sosa, 2011. "Where Do Creative Interactions Come From? The Role of Tie Content and Social Networks," Organization Science, INFORMS, vol. 22(1), pages 1-21, February.
    5. 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.
    6. Anthony Goerzen & Paul W. Beamish, 2005. "The effect of alliance network diversity on multinational enterprise performance," Strategic Management Journal, Wiley Blackwell, vol. 26(4), pages 333-354, April.
    7. Gautam Ahuja & Giuseppe Soda & Akbar Zaheer, 2012. "The Genesis and Dynamics of Organizational Networks," Organization Science, INFORMS, vol. 23(2), pages 434-448, April.
    8. 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.
    9. Li, Eldon Y. & Liao, Chien Hsiang & Yen, Hsiuju Rebecca, 2013. "Co-authorship networks and research impact: A social capital perspective," Research Policy, Elsevier, vol. 42(9), pages 1515-1530.
    10. Leung, Ricky C., 2013. "Networks as sponges: International collaboration for developing nanomedicine in China," Research Policy, Elsevier, vol. 42(1), pages 211-219.
    11. Yu-tao Sun & Feng-chao Liu, 2013. "Measuring international trade-related technology spillover: a composite approach of network analysis and information theory," Scientometrics, Springer;Akadémiai Kiadó, vol. 94(3), pages 963-979, March.
    12. 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.
    13. Gino Cattani & Simone Ferriani, 2008. "A Core/Periphery Perspective on Individual Creative Performance: Social Networks and Cinematic Achievements in the Hollywood Film Industry," Organization Science, INFORMS, vol. 19(6), pages 824-844, December.
    14. Buchmann, Tobias & Pyka, Andreas, 2013. "The evolution of innovation networks: The case of a German automotive network," FZID Discussion Papers 70-2013, University of Hohenheim, Center for Research on Innovation and Services (FZID).
    15. Joshua S. Gans & Fiona Murray, 2014. "Credit History: The Changing Nature of Scientific Credit," NBER Chapters, in: The Changing Frontier: Rethinking Science and Innovation Policy, pages 107-131, National Bureau of Economic Research, Inc.
    16. Corey C. Phelps & Ralph Heidl & Anu Wadhwa, 2012. "Networks, knowledge, and knowledge networks: A critical review and research agenda," Post-Print hal-00715591, HAL.
    17. Nan Ma & Jiancheng Guan, 2005. "An exploratory study on collaboration profiles of Chinese publications in Molecular Biology," Scientometrics, Springer;Akadémiai Kiadó, vol. 65(3), pages 343-355, December.
    18. Hana Milanov & Dean A. Shepherd, 2013. "The importance of the first relationship: The ongoing influence of initial network on future status," Strategic Management Journal, Wiley Blackwell, vol. 34(6), pages 727-750, June.
    19. Guan, Jiancheng & Zhao, Qingjun, 2013. "The impact of university–industry collaboration networks on innovation in nanobiopharmaceuticals," Technological Forecasting and Social Change, Elsevier, vol. 80(7), pages 1271-1286.
    20. Stephen P. Borgatti & Daniel S. Halgin, 2011. "On Network Theory," Organization Science, INFORMS, vol. 22(5), pages 1168-1181, October.
    21. Timothy S. Simcoe & Dave M. Waguespack, 2011. "Status, Quality, and Attention: What's in a (Missing) Name?," Management Science, INFORMS, vol. 57(2), pages 274-290, February.
    22. Sanjay K. Arora & Alan L. Porter & Jan Youtie & Philip Shapira, 2013. "Capturing new developments in an emerging technology: an updated search strategy for identifying nanotechnology research outputs," Scientometrics, Springer;Akadémiai Kiadó, vol. 95(1), pages 351-370, April.
    23. Lee, Kyungpyo & Lee, Sungjoo, 2013. "Patterns of technological innovation and evolution in the energy sector: A patent-based approach," Energy Policy, Elsevier, vol. 59(C), pages 415-432.
    24. Lori Rosenkopf & Giovanna Padula, 2008. "Investigating the Microstructure of Network Evolution: Alliance Formation in the Mobile Communications Industry," Organization Science, INFORMS, vol. 19(5), pages 669-687, October.
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    Cited by:

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    5. Guan, JianCheng & Zhang, JingJing, 2018. "The dynamics of partner and knowledge portfolios in alternative energy field," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 2869-2879.

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