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Power-law behavior in complex organizational communication networks during crisis

Author

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  • Uddin, Shahadat
  • Murshed, Shahriar Tanvir Hasan
  • Hossain, Liaquat

Abstract

Communication networks can be described as patterns of contacts which are created due to the flow of messages and information shared among participating actors. Contemporary organizations are now commonly viewed as dynamic systems of adaptation and evolution containing several parts, which interact with one another both in internal and in external environment. Although there is limited consensus among researchers on the precise definition of organizational crisis, there is evidence of shared meaning: crisis produces individual crisis, crisis can be associated with positive or negative conditions, crises can be situations having been precipitated quickly or suddenly or situations that have developed over time and are predictable etc. In this research, we study the power-law behavior of an organizational email communication network during crisis from complexity perspective. Power law simply describes that, the probability that a randomly selected node has k links (i.e. degree k) follows P(k)∼k−γ, where γ is the degree exponent. We used social network analysis tools and techniques to analyze the email communication dataset. We tested two propositions: (1) as organization goes through crisis, a few actors, who are prominent or more active, will become central, and (2) the daily communication network as well as the actors in the communication network exhibit power-law behavior. Our preliminary results support these two propositions. The outcome of this study may provide significant advancement in exploring organizational communication network behavior during crisis.

Suggested Citation

  • Uddin, Shahadat & Murshed, Shahriar Tanvir Hasan & Hossain, Liaquat, 2011. "Power-law behavior in complex organizational communication networks during crisis," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 390(15), pages 2845-2853.
  • Handle: RePEc:eee:phsmap:v:390:y:2011:i:15:p:2845-2853
    DOI: 10.1016/j.physa.2011.03.028
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    References listed on IDEAS

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    1. Benoit Morel & Rangaraj Ramanujam, 1999. "Through the Looking Glass of Complexity: The Dynamics of Organizations as Adaptive and Evolving Systems," Organization Science, INFORMS, vol. 10(3), pages 278-293, June.
    2. Steven H. Strogatz, 2001. "Exploring complex networks," Nature, Nature, vol. 410(6825), pages 268-276, March.
    3. Richard L. Daft & Arie Y. Lewin, 1990. "Can Organization Studies Begin to Break Out of the Normal Science Straitjacket? An Editorial Essay," Organization Science, INFORMS, vol. 1(1), pages 1-9, February.
    4. Jana Diesner & Terrill L. Frantz & Kathleen M. Carley, 2005. "Communication Networks from the Enron Email Corpus “It's Always About the People. Enron is no Different”," Computational and Mathematical Organization Theory, Springer, vol. 11(3), pages 201-228, October.
    5. Argote, Linda & Turner, Marlene E. & Fichman, Mark, 1989. "To centralize or not to centralize: The effects of uncertainty and threat on group structure and performance," Organizational Behavior and Human Decision Processes, Elsevier, vol. 43(1), pages 58-74, February.
    6. Johnson, J. David, 1992. "Approaches to organizational communication structure," Journal of Business Research, Elsevier, vol. 25(2), pages 99-113, September.
    7. Anurat Chapanond & Mukkai S. Krishnamoorthy & Bülent Yener, 2005. "Graph Theoretic and Spectral Analysis of Enron Email Data," Computational and Mathematical Organization Theory, Springer, vol. 11(3), pages 265-281, October.
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