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Identification of User Roles in Enterprise Social Networks: Method Development and Application

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  • Janine Hacker

    (University of Liechtenstein
    Friedrich-Alexander-Universität Erlangen-Nürnberg)

  • Kai Riemer

    (The University of Sydney)

Abstract

The importance of gaining insights into informal organizational structures for management purposes is acknowledged by both research and practice. However, “traditional” approaches to analyzing informal organizational social networks involve significant manual effort and do not scale for larger datasets. Enterprise Social Networks (ESN) have emerged as important tools for informal employee interactions, such as for problem-solving and information sharing. While the analysis of ESN back end data might provide insights into the informal fabric of organizations, and in particular employees’ roles in such networks, there is a lack of systematic approaches for carrying out ESN analytics, such as for user role identification. Following a design science research process, a process-based method to identify user roles from ESN data was developed and evaluated. The method’s efficacy is demonstrated through an in-depth application in a case study of Australian professional services firm Deloitte. In doing so the paper shows how ESN data can be utilized to derive metrics that characterize participation behavior, message content, and structural network positions of ESN users.

Suggested Citation

  • Janine Hacker & Kai Riemer, 2021. "Identification of User Roles in Enterprise Social Networks: Method Development and Application," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 63(4), pages 367-387, August.
    • Handle: RePEc:spr:binfse:v:63:y:2021:i:4:d:10.1007_s12599-020-00648-x
    DOI: 10.1007/s12599-020-00648-x
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    References listed on IDEAS

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    1. Stephen P. Borgatti & Rob Cross, 2003. "A Relational View of Information Seeking and Learning in Social Networks," Management Science, INFORMS, vol. 49(4), pages 432-445, April.
    2. Kai Riemer & Stefan Stieglitz & Christian Meske, 2015. "From Top to Bottom," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 57(3), pages 197-212, June.
    3. Charrad, Malika & Ghazzali, Nadia & Boiteau, Véronique & Niknafs, Azam, 2014. "NbClust: An R Package for Determining the Relevant Number of Clusters in a Data Set," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 61(i06).
    4. John Seely Brown & Paul Duguid, 2001. "Knowledge and Organization: A Social-Practice Perspective," Organization Science, INFORMS, vol. 12(2), pages 198-213, April.
    5. Donald Steiny & Harri Oinas-Kukkonen, 2007. "Network awareness: social network search, innovation and productivity in organisations," International Journal of Networking and Virtual Organisations, Inderscience Enterprises Ltd, vol. 4(4), pages 413-430.
    6. Kelvin Chan & Jay Liebowitz, 2006. "The synergy of social network analysis and knowledge mapping: a case study," International Journal of Management and Decision Making, Inderscience Enterprises Ltd, vol. 7(1), pages 19-35.
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