IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v110y2016icp21-32.html
   My bibliography  Save this article

Structural efficiency to manipulate public research institution networks

Author

Listed:
  • Yang, Hyeonchae
  • Jung, Woo-Sung

Abstract

With the rising use of network analysis in the public sector, researchers have recently begun paying more attention to the management of entities from a network perspective. However, guiding elements in a network is difficult because of their complex and dynamic states. In a bid to address the issues involved in achieving network-wide outcomes, our work here sheds new light on quantifying structural efficiency to control inter-organizational networks maintained by public research institutions. In doing so, we draw attention to the set of subordinates suitable as change initiators to influence the entire research profiles of subordinates from three major public research institutions: the Government-funded Research Institutes (GRIs) in Korea, the Max-Planck-Gesellschaft (MPG) in Germany, and the National Laboratories (NLs) in the United States. Building networks on research similarities in portfolios, we investigate these networks with respect to their structural efficiency and topological properties. According to our estimation, only less than 30% of nodes are sufficient to initiate a cascade of changes throughout the network across institutions. The subunits that drive the network exhibit an inclination neither toward retaining a large number of connections nor toward having a long academic history. Our findings suggest that this structural efficiency indicator helps assess structural development or improvement plans for networks inside a multiunit public research institution.

Suggested Citation

  • Yang, Hyeonchae & Jung, Woo-Sung, 2016. "Structural efficiency to manipulate public research institution networks," Technological Forecasting and Social Change, Elsevier, vol. 110(C), pages 21-32.
  • Handle: RePEc:eee:tefoso:v:110:y:2016:i:c:p:21-32
    DOI: 10.1016/j.techfore.2015.12.012
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162515004163
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2015.12.012?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. Buenstorf, Guido, 2009. "Is commercialization good or bad for science? Individual-level evidence from the Max Planck Society," Research Policy, Elsevier, vol. 38(2), pages 281-292, March.
    2. Bengt-Åke Lundvall, 2007. "National Innovation Systems—Analytical Concept and Development Tool," Industry and Innovation, Taylor & Francis Journals, vol. 14(1), pages 95-119.
    3. Donald Deb. Beaver, 2001. "Reflections on Scientific Collaboration (and its study): Past, Present, and Future," Scientometrics, Springer;Akadémiai Kiadó, vol. 52(3), pages 365-377, November.
    4. Morten T. Hansen, 2002. "Knowledge Networks: Explaining Effective Knowledge Sharing in Multiunit Companies," Organization Science, INFORMS, vol. 13(3), pages 232-248, June.
    5. Jaffe, Adam B & Lerner, Josh, 2001. "Reinventing Public R&D: Patent Policy and the Commercialization of National Laboratory Technologies," RAND Journal of Economics, The RAND Corporation, vol. 32(1), pages 167-198, Spring.
    6. Alisa Hicklin, 2004. "Network Stability: Opportunity or Obstacles?," Public Organization Review, Springer, vol. 4(2), pages 121-133, June.
    7. Réka Albert & Hawoong Jeong & Albert-László Barabási, 2000. "Error and attack tolerance of complex networks," Nature, Nature, vol. 406(6794), pages 378-382, July.
    8. Wesley M. Cohen & Richard R. Nelson & John P. Walsh, 2003. "Links and Impacts: The Influence of Public Research on Industrial R&D," Chapters, in: Aldo Geuna & Ammon J. Salter & W. Edward Steinmueller (ed.), Science and Innovation, chapter 4, Edward Elgar Publishing.
    9. Loet Leydesdorff, 2003. "The mutual information of university-industry-government relations: An indicator of the Triple Helix dynamics," Scientometrics, Springer;Akadémiai Kiadó, vol. 58(2), pages 445-467, October.
    10. Hanaki, Nobuyuki & Nakajima, Ryo & Ogura, Yoshiaki, 2010. "The dynamics of R&D network in the IT industry," Research Policy, Elsevier, vol. 39(3), pages 386-399, April.
    11. Jacqueline Senker, 2001. "Changing organisation of public-sector research in Europe — implications for benchmarking human resources in RTD," Science and Public Policy, Oxford University Press, vol. 28(4), pages 277-284, August.
    12. Sharif, Naubahar, 2006. "Emergence and development of the National Innovation Systems concept," Research Policy, Elsevier, vol. 35(5), pages 745-766, June.
    13. Yang-Yu Liu & Jean-Jacques Slotine & Albert-László Barabási, 2011. "Controllability of complex networks," Nature, Nature, vol. 473(7346), pages 167-173, May.
    14. Zhengzhong Yuan & Chen Zhao & Zengru Di & Wen-Xu Wang & Ying-Cheng Lai, 2013. "Exact controllability of complex networks," Nature Communications, Nature, vol. 4(1), pages 1-9, December.
    15. Magnus Egerstedt, 2011. "Degrees of control," Nature, Nature, vol. 473(7346), pages 158-159, May.
    16. Robert Braam & Peter Besselaar, 2014. "Indicators for the dynamics of research organizations: a biomedical case study," Scientometrics, Springer;Akadémiai Kiadó, vol. 99(3), pages 949-971, June.
    17. Axel Philipps, 2013. "Mission statements and self-descriptions of German extra-university research institutes: A qualitative content analysis," Science and Public Policy, Oxford University Press, vol. 40(5), pages 686-697, April.
    18. Ann Echols & Wenpin Tsai, 2005. "Niche and performance: the moderating role of network embeddedness," Strategic Management Journal, Wiley Blackwell, vol. 26(3), pages 219-238, March.
    19. Cristian Colliander & Per Ahlgren, 2012. "Experimental comparison of first and second-order similarities in a scientometric context," Scientometrics, Springer;Akadémiai Kiadó, vol. 90(2), pages 675-685, February.
    20. Bianca Potì & Emanuela Reale, 2000. "Convergence and differentiation in institutional change among European public research systems: the decreasing role of public research institutes," Science and Public Policy, Oxford University Press, vol. 27(6), pages 421-431, December.
    21. Steven H. Strogatz, 2001. "Exploring complex networks," Nature, Nature, vol. 410(6825), pages 268-276, March.
    22. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    23. C. Freeman, 2004. "Technological infrastructure and international competitiveness," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 13(3), pages 541-569, June.
    24. Ahlgren, Per & Colliander, Cristian, 2009. "Document–document similarity approaches and science mapping: Experimental comparison of five approaches," Journal of Informetrics, Elsevier, vol. 3(1), pages 49-63.
    25. J.A. García & Rosa Rodríguez-Sánchez & J. Fdez-Valdivia & N. Robinson-García & D. Torres-Salinas, 2012. "Mapping academic institutions according to their journal publication profile: Spanish universities as a case study," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 63(11), pages 2328-2340, November.
    26. Anuška Ferligoj & Luka Kronegger & Franc Mali & Tom A. B. Snijders & Patrick Doreian, 2015. "Scientific collaboration dynamics in a national scientific system," Scientometrics, Springer;Akadémiai Kiadó, vol. 104(3), pages 985-1012, September.
    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. Ugonna, Dr Charity Udodirim & Ochieng, Prof Edward G. & Zuofa, Dr Tarila, 2021. "Augmenting the delivery of public research and development projects in developing countries," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    2. Oleg S. Sukharev, 2021. "Functional approach in decision-making: Dysfunction and efficiency of rules and systems," Upravlenets, Ural State University of Economics, vol. 12(1), pages 2-17, March.

    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. Li, Xin-Feng & Lu, Zhe-Ming, 2016. "Optimizing the controllability of arbitrary networks with genetic algorithm," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 447(C), pages 422-433.
    2. Hyeonchae Yang & Woo-Sung Jung, 2015. "A strategic management approach for Korean public research institutes based on bibliometric investigation," Quality & Quantity: International Journal of Methodology, Springer, vol. 49(4), pages 1437-1464, July.
    3. Yang-Yu Liu & Jean-Jacques Slotine & Albert-László Barabási, 2012. "Control Centrality and Hierarchical Structure in Complex Networks," PLOS ONE, Public Library of Science, vol. 7(9), pages 1-7, September.
    4. Guido Buenstorf & Matthias Geissler, 2013. "Not Invented Here: Technology Licensing, Knowledge Transfer and Innovation Based on Public Research," Economic Complexity and Evolution, in: Guido Buenstorf & Uwe Cantner & Horst Hanusch & Michael Hutter & Hans-Walter Lorenz & Fritz Rahmeyer (ed.), The Two Sides of Innovation, edition 127, pages 77-107, Springer.
    5. Ding, Jie & Wen, Changyun & Li, Guoqi, 2017. "Key node selection in minimum-cost control of complex networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 486(C), pages 251-261.
    6. Havas, Attila, 2016. "Recent economic theorising on innovation: Lessons for analysing social innovation," MPRA Paper 77385, University Library of Munich, Germany.
    7. Kashima, Kenji & Takahashi, Yutaka & Imura, Jun-ichi, 2013. "On the convergence rate of diffusion in the bidirectional Erdös–Rényi networks: An H2-norm perspective," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 392(21), pages 5461-5472.
    8. Yang, Qing-Lin & Wang, Li-Fu & Zhao, Guo-Tao & Guo, Ge, 2020. "A coarse graining algorithm based on m-order degree in complex network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 558(C).
    9. Sun, Peng Gang & Ma, Xiaoke & Chi, Juan, 2017. "Dominating complex networks by identifying minimum skeletons," Chaos, Solitons & Fractals, Elsevier, vol. 104(C), pages 182-191.
    10. Anders Broström, 2012. "Firms’ rationales for interaction with research universities and the principles for public co-funding," The Journal of Technology Transfer, Springer, vol. 37(3), pages 313-329, June.
    11. Aming Li & Yang-Yu Liu, 2020. "Controlling Network Dynamics," Advances in Complex Systems (ACS), World Scientific Publishing Co. Pte. Ltd., vol. 22(07n08), pages 1-19, February.
    12. Souzanchi Kashani, Ebrahim & Roshani, Saeed, 2019. "Evolution of innovation system literature: Intellectual bases and emerging trends," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 68-80.
    13. Soete, Luc & Verspagen, Bart & ter Weel, Bas, 2010. "Systems of Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 1159-1180, Elsevier.
    14. He, He & Yang, Bo & Hu, Xiaoming, 2016. "Exploring community structure in networks by consensus dynamics," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 450(C), pages 342-353.
    15. Avimanyu Datta, 2011. "Review and Extension on Ambidexterity: A Theoretical Model Integrating Networks and Absorptive Capacity," Journal of Management and Strategy, Journal of Management and Strategy, Sciedu Press, vol. 2(1), pages 2-22, March.
    16. Dodgson, Mark & Hughes, Alan & Foster, John & Metcalfe, Stan, 2011. "Systems thinking, market failure, and the development of innovation policy: The case of Australia," Research Policy, Elsevier, vol. 40(9), pages 1145-1156.
    17. Gabriel Porcile & Gilberto Tadeu Lima, 2023. "Rentiers, Strategic Public Goods and Financialization in the Periphery," Working Papers PKWP2303, Post Keynesian Economics Society (PKES).
    18. Véronique Schaeffer & Sıla Öcalan-Özel & Julien Pénin, 2020. "The complementarities between formal and informal channels of university–industry knowledge transfer: a longitudinal approach," The Journal of Technology Transfer, Springer, vol. 45(1), pages 31-55, February.
    19. Michael Fritsch & Stefan Krabel, 2012. "Ready to leave the ivory tower?: Academic scientists’ appeal to work in the private sector," The Journal of Technology Transfer, Springer, vol. 37(3), pages 271-296, June.
    20. René Belderbos & Bart Leten & Shinya Suzuki, 2017. "Scientific research, firm heterogeneity, and foreign R&D locations of multinational firms," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 26(3), pages 691-711, September.

    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:eee:tefoso:v:110:y:2016:i:c:p:21-32. 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: Catherine Liu (email available below). General contact details of provider: http://www.sciencedirect.com/science/journal/00401625 .

    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.