Abstract
In this paper, we propose a new research model that describes why users leave social network services. Multiple models and theories were proposed in the past that describe why users join in on innovation, become active users of new IT solutions and adopt technology. But no concise model has been established that explicitly focuses on why users withdraw from social network services – or web based technology in general. The goal of this paper is to develop, based on established theories of information systems research, a research model that provides a predictive set of rules for analyzing user withdrawal from social network services.
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References
Adams, D., Nelson, R., Todd, P.: Perceived usefulness, ease of use, and usage of information technology: a replication. MIS Q. 16(2), 227–247 (1992)
Agarwal, R., Prasad, J.: The role of innovation characteristics and perceived voluntariness in the acceptance of information technologies. Decision Sciences 28(3), 557–582 (1997)
Ajzen, I.: The theory of planned behavior. Organizational Behavior and Human Decision Processes 50(2), 179–211 (1991), doi:10.1016/0749-5978(91)90020-T
Boyd, D.M., Ellison, N.B.: Social Network Sites: Definition, History, and Scholarship. Journal of Computer-Mediated Communication 13(1), 210–230 (2008)
Chapman, C.: Social Network Design - Examples and best practices (2010)
Chuttur, M.: Overview of the Technology Acceptance Model: Origins, Developments and Future Directions. Technology 9(2009) (2009)
Colvin, C.A., Goh, A.: Validation of the technology acceptance model for police. Journal of Criminal Justice 33(1), 89–95 (2005), doi:10.1016/j.jcrimjus.2004.10.009
DeSanctis, G., Poole, M.S.S.: Capturing the complexity in advanced technology use: Adaptive structuration theory. Organization Science 5, 121–147 (1994)
Dick, A.S., Basu, K.: Customer Loyalty: Toward an Integrated Conceptual Framework. Journal of the Academy of Marketing Science 22(2), 99–113 (1994), doi:10.1177/0092070394222001
Ellison, N.B., Steinfield, C., Lampe, C.: The Benefits of Facebook “Friends:” Social Capital and College Students’ Use of Online Social Network Sites. Journal of Computer-Mediated Communication 12(4), 1143–1168 (2007), doi:10.1111/j.1083-6101.2007.00367.x
Epstein, L.G., Zin, S.E.: Substitution, Risk Aversion, and the Temporal Behavior of Consumption and Asset Returns: An Empirical Analysis. The Journal of Political Economy 99(2), 263–286 (1991)
Gefen, D., Straub, D.W.: Gender differences in the perception and use of e-mail: An extension to the technology acceptance model. MIS Quarterly 21(4), 389–400 (1997)
Giddens, A.: The constitution of society: outline of the theory of structuration. University of California Press (1984)
Gu, R., Oh, L.-B., Wang, K.: Determinants of Customer Loyalty for Social Networking Sites. In: Sharman, R., Rao, H.R., Raghu, T.S. (eds.) WEB 2009. LNBIP, vol. 52, pp. 206–212. Springer, Heidelberg (2010)
Hargittai, E.: Whose Space? Differences Among Users and Non-Users of Social Network Sites. Journal of Computer-Mediated Communication 13(1), 276–297 (2008), doi:10.1111/j.1083-6101.2007.00396.x
Heckhausen, H.: Achievement motivation and its constructs: A cognitive model. Motivation and Emotion 1(4), 283–329 (1977)
Hsu, C.: Why do people play on-line games? An extended TAM with social influences and flow experience. Information & Management 41(7), 853–868 (2004)
Joinson, A.N.: Looking at, looking up or keeping up with people? Motives and use of facebook. In: Proceeding of the Twenty-Sixth Annual SIGCHI Conference on Human Factors in Computing Systems, pp. 1027–1036. ACM (2008)
Jonassen, D.H., Peck, K.L., Wilson, B.G.: Learning with technology: A constructivist perspective, vol. 16. Prentice-Hall (1999)
Kumar, R., Novak, J., Tomkins, A.: Structure and evolution of online social networks. In: Link Mining: Models, Algorithms, and Applications, pp. 337–357 (2010)
Lampe, C., Ellison, N.B., Steinfield, C.: Changes in use and perception of facebook. In: Proceedings of the ACM 2008 Conference on Computer Supported Cooperative Work, CSCW 2008, p. 721 (2008), doi:10.1145/1460563.1460675
Lerman, K.: User Participation in Social Media: Digg Study. In: 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops, pp. 255–258 (2007), doi:10.1109/WI-IATW.2007.68
Livingstone, S.: Taking risky opportunities in youthful content creation: teenagers’ use of social networking sites for intimacy, privacy and self-expression. New Media & Society 10(3), 393–411 (2008), doi:10.1177/1461444808089415
Maia, M., Almeida, J., Almeida, V.: Identifying user behavior in online social networks. In: Proceedings of the 1st Workshop on Social Network Systems, pp. 1–6. ACM (2008)
Mankoff, J., Matthews, D., Fussell, S., Johnson, M.: Leveraging Social Networks To Motivate Individuals to Reduce their Ecological Footprints. In: 2007 40th Annual Hawaii International Conference on System Sciences, HICSS 2007, p. 87 (2007), doi:10.1109/HICSS.2007.325
Miller, N.E., Dollard, J.: Social Learning and Imitation, vol. 39. Yale University Press (1941), doi:10.1037/h0050759
Morris, M.G., Venkatesh, V.: Age differences in technology adoption decisions: Implications for a changing work force. Personnel Psychology 53(2), 375–403 (2000)
Nooy, W.D.: Social Network Analysis, Graph Theoretical Approaches. Network, 1–23 (1994)
Raacke, J., Bonds-Raacke, J.: MySpace and Facebook: applying the uses and gratifications theory to exploring friend-networking sites. Cyberpsychology & behavior: The Impact of the Internet, Multimedia and Virtual Reality on Behavior and Society 11(2), 169–174 (2008), doi:10.1089/cpb.2007.0056
Schmitz, J., Fulk, J.: Organizational colleagues, media richness, and electronic mail: A test of the social influence model of technology use. Communication Research 18(4), 487–523 (1991)
Sheppard, B.H., Hartwick, J., Warshaw, P.R.: The Theory of Reasoned Action: A Meta-Analysis of Past Research with Recommendations for Modifications and Future Research. The Journal of Consumer Research 15(3), 325–343 (1988)
Sillaber, C., Chimiak-Opoka, J.: Social Requirements Engineering Overview. Computer, 1–13 (2011)
Tjan, A.K.: Finally, a way to put your Internet portfolio in order. Harvard Business Review 79(2), 76–85 (2001)
Tornatzky, L.G., Eveland, J.D., Boylan, M.G., Hetzner, W.A., Johnson, E.C., Roitman, D., Schneider, J.: The process of technological innovation: Reviewing the literature (1983)
Venkatesh, V.: Determinants of perceived ease of use: Integrating control, intrinsic motivation, and emotion into the technology acceptance model. Information Systems Research 11(4), 342–365 (2000)
Venkatesh, V., Morris, M.G., Davis, G.B.: A Unified Theory of Acceptance and Use of Technology. MIS Quarterly (2003)
Walther, J.B., Van Der Heide, B., Kim, S.Y., Westerman, D., Tong, S.T.: The Role of Friends Appearance and Behavior on Evaluations of Individuals on Facebook: Are We Known by the Company We Keep? Human Communication Research 34(1), 28–49 (2008), doi:10.1111/j.1468-2958.2007.00312.x
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Sillaber, C., Chimiak-Opoka, J., Breu, R. (2013). Understanding and Modeling Usage Decline in Social Networking Services. In: Uden, L., Herrera, F., Bajo Pérez, J., Corchado Rodríguez, J. (eds) 7th International Conference on Knowledge Management in Organizations: Service and Cloud Computing. Advances in Intelligent Systems and Computing, vol 172. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-30867-3_34
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DOI: https://doi.org/10.1007/978-3-642-30867-3_34
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