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Casting the Net: A Multimodal Network Perspective on User-System Interactions

Author

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  • Gerald C. Kane

    (Carroll School of Management, Boston College, Chestnut Hill, Massachusetts 02467)

  • Maryam Alavi

    (Goizueta Business School, Emory University, Atlanta, Georgia 30322)

Abstract

Information systems (IS) researchers have typically examined the user-system relationship as an isolated dyad between a single, independent user and an individual, freestanding information system. We argue that this conceptualization does not adequately represent most organizations today, in which multiple users interact with multiple information systems within a group. Relying heavily on the theory and methods behind social network analysis, we introduce the concept of multimodal networks to assess both users and information systems as equivalent nodes in a single social network. This perspective allows us to examine the influence of information systems on organizational outcomes as a function of all of the user-system and interpersonal interactions in a group. We explore two different possible mechanisms for this influence: (1) direct user-system interactions by aggregating the strength of all the dyadic user-system interactions in a group, and (2) indirect user-system interactions by assessing the centrality of the information systems within the social network. We survey approximately 600 individuals in 40 healthcare groups to test whether either or both of these mechanisms are associated with two types of organizational performance outcomes---efficiency and quality of care. We find that the centrality of the information systems within the network is significantly and positively associated with both efficiency and quality outcomes, but that the average strength of the user-system interactions is not. Implications are that managers and researchers should examine the wider multimodal network of multiple users and multiple systems when assessing the role of IS in organizations in relation to organizational performance outcomes.

Suggested Citation

  • Gerald C. Kane & Maryam Alavi, 2008. "Casting the Net: A Multimodal Network Perspective on User-System Interactions," Information Systems Research, INFORMS, vol. 19(3), pages 253-272, September.
  • Handle: RePEc:inm:orisre:v:19:y:2008:i:3:p:253-272
    DOI: 10.1287/isre.1070.0158
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    7. Ramnath K. Chellappa & Nilesh Saraf, 2010. "Alliances, Rivalry, and Firm Performance in Enterprise Systems Software Markets: A Social Network Approach," Information Systems Research, INFORMS, vol. 21(4), pages 849-871, December.
    8. Yi-Da Chen & Susan A. Brown & Paul Jen-Hwa Hu & Chwan-Chuen King & Hsinchun Chen, 2011. "Managing Emerging Infectious Diseases with Information Systems: Reconceptualizing Outbreak Management Through the Lens of Loose Coupling," Information Systems Research, INFORMS, vol. 22(3), pages 447-468, September.
    9. Kick, Markus, 2015. "Social Media Research: A Narrative Review," EconStor Preprints 182506, ZBW - Leibniz Information Centre for Economics.
    10. Sandra A. Vannoy & A. F. Salam, 2010. "Managerial Interpretations of the Role of Information Systems in Competitive Actions and Firm Performance: A Grounded Theory Investigation," Information Systems Research, INFORMS, vol. 21(3), pages 496-515, September.
    11. Bang, Youngsok & Lee, Dong-Joo & Bae, Yoon-Soo & Ahn, Jae-Hyeon, 2012. "Improving information security management: An analysis of ID–password usage and a new login vulnerability measure," International Journal of Information Management, Elsevier, vol. 32(5), pages 409-418.
    12. Devi R. Gnyawali & Weiguo Fan & James Penner, 2010. "Competitive Actions and Dynamics in the Digital Age: An Empirical Investigation of Social Networking Firms," Information Systems Research, INFORMS, vol. 21(3), pages 594-613, September.
    13. Qi Song & Yi Wang & Yang Chen & Jose Benitez & Jiang Hu, 2019. "Impact of the usage of social media in the workplace on team and employee performance," Post-Print hal-02159305, HAL.
    14. Yu Tong & Chuan-Hoo Tan & Hock-Hai Teo, 2017. "Direct and Indirect Information System Use: A Multimethod Exploration of Social Power Antecedents in Healthcare," Information Systems Research, INFORMS, vol. 28(4), pages 690-710, December.
    15. Doyeon Kwak & Wonjoon Kim, 2017. "Understanding the process of social network evolution: Online-offline integrated analysis of social tie formation," PLOS ONE, Public Library of Science, vol. 12(5), pages 1-16, May.
    16. Ritu Agarwal & Guodong (Gordon) Gao & Catherine DesRoches & Ashish K. Jha, 2010. "Research Commentary ---The Digital Transformation of Healthcare: Current Status and the Road Ahead," Information Systems Research, INFORMS, vol. 21(4), pages 796-809, December.
    17. Miaojie Chen & Mehtab Babar & Ammar Ahmed & Muhammad Irfan, 2023. "Analyzing the Impact of Enterprise Social Media on Employees’ Competency through the Mediating Role of Knowledge Sharing," Sustainability, MDPI, vol. 15(12), pages 1-21, June.
    18. Viswanath Venkatesh & Xiaojun Zhang & Tracy A. Sykes, 2011. "“Doctors Do Too Little Technology”: A Longitudinal Field Study of an Electronic Healthcare System Implementation," Information Systems Research, INFORMS, vol. 22(3), pages 523-546, September.
    19. Arun Sundararajan & Foster Provost & Gal Oestreicher-Singer & Sinan Aral, 2013. "Research Commentary ---Information in Digital, Economic, and Social Networks," Information Systems Research, INFORMS, vol. 24(4), pages 883-905, December.

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