The mediating role of social presence in the relationship between shadow IT usage and individual performance: a social presence theory perspective

ABSTRACT The use of unauthorised technologies in the workplace, called shadow IT, is increasing within organisations. Research has identified that employees frequently use unauthorised solutions to collaborate and communicate at work, which can ultimately enhance their performance. This research aims to examine the mediating role of social presence on the relationship between shadow IT usage and individual performance. We performed a survey among 286 employees from three large companies. The results show a positive relationship between shadow IT usage and social presence, suggesting that some aspects of social presence, such as perceived higher levels of sensitivity and comprehension, are significant outcomes related to the use of shadow IT. The results also provide empirical evidence to show social presence has a mediating role in the relationship of shadow IT usage and individual performance. Thereby, this research contributes by providing new insights into the consequences of shadow IT usage, and partially explaining the impact the use of shadow IT has on employee performance. In addition, the findings highlight the importance of social presence in relation to technology-mediated communication within organisations.

[1]  Dong-Hee Shin,et al.  Defining sociability and social presence in Social TV , 2013, Comput. Hum. Behav..

[2]  Mario Silic Critical impact of organizational and individual inertia in explaining non-compliant security behavior in the Shadow IT context , 2019, Comput. Secur..

[3]  Donghee Don Shin,et al.  Modeling the acceptance of socially interactive robotics: Social presence in human–robot interaction , 2011 .

[4]  M. Sarstedt,et al.  A new criterion for assessing discriminant validity in variance-based structural equation modeling , 2015 .

[5]  Carsten Felden,et al.  The Relation of Shadow Systems and ERP Systems - Insights from a Multiple-Case Study , 2016, Syst..

[6]  Dale Goodhue,et al.  Task-Technology Fit and Individual Performance , 1995, MIS Q..

[7]  John G. Lynch,et al.  Reconsidering Baron and Kenny: Myths and Truths about Mediation Analysis , 2010 .

[8]  Lesya M. Hassall,et al.  An Examination of a Theory of Embodied Social Presence in Virtual Worlds , 2011, Decis. Sci..

[9]  A. Maçada,et al.  The influence of shadow IT usage on knowledge sharing , 2018 .

[10]  Donghee Shin,et al.  How do users experience the interaction with an immersive screen? , 2019, Comput. Hum. Behav..

[11]  Gordon B. Davis,et al.  User Acceptance of Information Technology: Toward a Unified View , 2003, MIS Q..

[12]  Frank Biocca,et al.  Toward a More Robust Theory and Measure of Social Presence: Review and Suggested Criteria , 2003, Presence: Teleoperators & Virtual Environments.

[13]  Minhong Wang,et al.  Translating the impact of knowledge management processes into knowledge-based innovation: The neglected and mediating role of knowledge-worker productivity , 2017, Journal of Business Research.

[14]  Scott B. MacKenzie,et al.  Construct Measurement and Validation Procedures in MIS and Behavioral Research: Integrating New and Existing Techniques , 2011, MIS Q..

[15]  Frank Biocca,et al.  The Effect of the Agency and Anthropomorphism on Users' Sense of Telepresence, Copresence, and Social Presence in Virtual Environments , 2003, Presence: Teleoperators & Virtual Environments.

[16]  Lori Baker-Eveleth,et al.  The impact of information technology on individual and firm marketing performance , 2007, Behav. Inf. Technol..

[17]  Carsten Felden,et al.  A Multiple Case Study on the Nature and Management of Shadow Information Technology , 2017, J. Inf. Syst..

[18]  Victor R. Prybutok,et al.  Investigating factors affecting social presence and user satisfaction with Mobile Instant Messaging , 2014, Comput. Hum. Behav..

[19]  Fujun Lai,et al.  Using Partial Least Squares in Operations Management Research: A Practical Guideline and Summary of Past Research , 2012 .

[20]  Youngjin Yoo,et al.  Media and Group Cohesion: Relative Influences on Social Presence, Task Participation, and Group Consensus , 2001, MIS Q..

[21]  Zhuang Fengqing,et al.  Patients’ Responsibilities in Medical Ethics , 2016 .

[22]  Andrea Back,et al.  Shadow it – A View from Behind the Curtain , 2014, Comput. Secur..

[23]  A. Turner Generation Z: Technology and Social Interest , 2015 .

[24]  Harminder Singh,et al.  Understanding the effect of e-learning on individual performance: The role of digital literacy , 2015, Comput. Educ..

[25]  Andreas Eckhardt,et al.  Shadow IT , 2017, Bus. Inf. Syst. Eng..

[26]  Hayeon Song,et al.  Broadening the understanding of social presence: Implications and contributions to the mediated communication and online education , 2016, Comput. Hum. Behav..

[27]  Andrea Back,et al.  A new perspective on neutralization and deterrence: Predicting shadow IT usage , 2017, Inf. Manag..