IDEAS home Printed from https://ideas.repec.org/a/eee/infome/v10y2016i3p685-692.html
   My bibliography  Save this article

A longitudinal analysis of link formation on collaboration networks

Author

Listed:
  • Abbasi, Alireza

Abstract

Understanding the structural change and evolution of networks for predicting their dynamics is one of the fundamental problems in network related studies. In order to uncover the dynamic structural patterns of a network over time, it is vital to investigate the ways nodes behave at a local level. So, it is important to know the reasons why nodes stop a relationship or select a new partner, compared to other alternatives, for establishing a link. This study aims to understand the processes of network evolution by quantitatively examining the attachment behaviors of nodes in a real collaboration network by identifying the characteristics of the existing nodes which can impact on their link formation process. To do so, different link formation or attachment processes such as cohesiveness, cumulative advantage, assortative mixing, and structural position are examined. The results indicate that structural position, the tendency to connect to the nodes in a strategic intermediating position in the network, is the most effective processes that expose the attachment behavior of nodes during the evolution of a collaboration network. Understanding these effective processes can help to predict more precisely how the nodes’ local structure and consequently the overall network structural change over time. This could support researchers, decision makers or practitioners to manage the nodes (agents) in their social or technical networks (systems) for reaching their organizational goals.

Suggested Citation

  • Abbasi, Alireza, 2016. "A longitudinal analysis of link formation on collaboration networks," Journal of Informetrics, Elsevier, vol. 10(3), pages 685-692.
    • Handle: RePEc:eee:infome:v:10:y:2016:i:3:p:685-692
    DOI: 10.1016/j.joi.2016.05.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1751157716300815
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.joi.2016.05.001?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. Abbasi, Alireza & Hossain, Liaquat & Leydesdorff, Loet, 2012. "Betweenness centrality as a driver of preferential attachment in the evolution of research collaboration networks," Journal of Informetrics, Elsevier, vol. 6(3), pages 403-412.
    2. Gautam Ahuja & Giuseppe Soda & Akbar Zaheer, 2012. "The Genesis and Dynamics of Organizational Networks," Organization Science, INFORMS, vol. 23(2), pages 434-448, April.
    3. Gordon Walker & Bruce Kogut & Weijian Shan, 1997. "Social Capital, Structural Holes and the Formation of an Industry Network," Organization Science, INFORMS, vol. 8(2), pages 109-125, April.
    4. Abbasi, Alireza & Altmann, Jörn & Hossain, Liaquat, 2011. "Identifying the effects of co-authorship networks on the performance of scholars: A correlation and regression analysis of performance measures and social network analysis measures," Journal of Informetrics, Elsevier, vol. 5(4), pages 594-607.
    5. Gautam Ahuja & Francisco Polidoro & Will Mitchell, 2009. "Structural homophily or social asymmetry? The formation of alliances by poorly embedded firms," Strategic Management Journal, Wiley Blackwell, vol. 30(9), pages 941-958, September.
    6. Pietro Panzarasa & Tore Opsahl & Kathleen M. Carley, 2009. "Patterns and dynamics of users' behavior and interaction: Network analysis of an online community," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 60(5), pages 911-932, May.
    7. 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.
    8. Alireza Abbasi & Jorn Altmann, 2010. "A Social Network System for Analyzing Publication Activities of Researchers," TEMEP Discussion Papers 201058, Seoul National University; Technology Management, Economics, and Policy Program (TEMEP), revised Apr 2010.
    9. Alireza Abbasi, 2013. "h-Type hybrid centrality measures for weighted networks," Scientometrics, Springer;Akadémiai Kiadó, vol. 96(2), pages 633-640, August.
    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. Jing Tu, 2019. "What connections lead to good scientific performance?," Scientometrics, Springer;Akadémiai Kiadó, vol. 118(2), pages 587-604, February.
    2. Abbas, Khushnood & Shang, Mingsheng & Luo, Xin & Abbasi, Alireza, 2017. "Emerging trends in evolving networks: Recent behaviour dominant and non-dominant model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 484(C), pages 506-515.

    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. 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.
    2. Marian-Gabriel Hâncean & Matjaž Perc & Jürgen Lerner, 2021. "The coauthorship networks of the most productive European researchers," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(1), pages 201-224, January.
    3. Haider, Sajjad & Mariotti, Francesca, 2016. "The orchestration of alliance portfolios: The role of alliance portfolio capability," Scandinavian Journal of Management, Elsevier, vol. 32(3), pages 127-141.
    4. Jiancheng Guan & Yan Yan & Jingjing Zhang, 2015. "How do collaborative features affect scientific output? Evidences from wind power field," Scientometrics, Springer;Akadémiai Kiadó, vol. 102(1), pages 333-355, January.
    5. Simone Santoni & Paolo Ferri & Maria Lusiani, 2013. "Novelty Conduits and Forms of Network Ties: To Bond or to Bridge?," Working Papers 34, Venice School of Management - Department of Management, Università Ca' Foscari Venezia.
    6. Ralph A. Heidl & H. Kevin Steensma & Corey Phelps, 2014. "Divisive Faultlines and the Unplanned Dissolutions of Multipartner Alliances," Organization Science, INFORMS, vol. 25(5), pages 1351-1371, October.
    7. Jérôme Vicente, 2014. "“Don’t throw the baby out with the bath water”. Network failures and policy challenges for cluster long run dynamics," Papers in Evolutionary Economic Geography (PEEG) 1420, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2014.
    8. Maxim Sytch & Adam Tatarynowicz & Ranjay Gulati, 2012. "Toward a Theory of Extended Contact: The Incentives and Opportunities for Bridging Across Network Communities," Organization Science, INFORMS, vol. 23(6), pages 1658-1681, December.
    9. Pieters, Michiel & Gilsing, Victor & Vanhaverbeke, Wim, 2009. "Mind the gap: Balancing alliance network and technology portfolios during periods of technological uncertainty," MPRA Paper 26491, University Library of Munich, Germany, revised 2010.
    10. Olga A. Novoselova, 2022. "What matters for interorganizational connectedness? Locating the drivers of multiplex corporate networks," Strategic Management Journal, Wiley Blackwell, vol. 43(4), pages 872-899, April.
    11. Cobeña, Mar & Gallego, à ngeles & Casanueva, Cristóbal, 2019. "Diversity in airline alliance portfolio configuration," Journal of Air Transport Management, Elsevier, vol. 75(C), pages 16-26.
    12. Raphaël Suire & Jérôme Vicente, 2014. "Récents enseignements de la théorie des réseaux en faveur de la politique et du management des clusters," Economics Working Paper Archive (University of Rennes & University of Caen) 201409, Center for Research in Economics and Management (CREM), University of Rennes, University of Caen and CNRS.
    13. Gilsing, Victor & Vanhaverbeke, Wim & Pieters, Michiel, 2014. "Mind the gap," Technological Forecasting and Social Change, Elsevier, vol. 81(C), pages 351-362.
    14. Knoben, Joris & Bakker, Rene M., 2019. "The guppy and the whale: Relational pluralism and start-ups' expropriation dilemma in partnership formation," Journal of Business Venturing, Elsevier, vol. 34(1), pages 103-121.
    15. Alireza Abbasi, 2013. "h-Type hybrid centrality measures for weighted networks," Scientometrics, Springer;Akadémiai Kiadó, vol. 96(2), pages 633-640, August.
    16. Sándor Juhász & Balázs Lengyel, 2016. "Tie creation versus tie persistence in cluster knowledge networks," Papers in Evolutionary Economic Geography (PEEG) 1613, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2016.
    17. Gaonkar, Shweta & Mele, Angelo, 2023. "A model of inter-organizational network formation," Journal of Economic Behavior & Organization, Elsevier, vol. 214(C), pages 82-104.
    18. Ali Najmi & Taha H. Rashidi & Alireza Abbasi & S. Travis Waller, 2017. "Reviewing the transport domain: an evolutionary bibliometrics and network analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 110(2), pages 843-865, February.
    19. 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.
    20. Lorenzo Zirulia, 2023. "Path dependence in evolving R&D networks," Journal of Evolutionary Economics, Springer, vol. 33(1), pages 149-177, January.

    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:infome:v:10:y:2016:i:3:p:685-692. 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.elsevier.com/locate/joi .

    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.