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“Don’t Neglect the User!” – Identifying Types of Human-Chatbot Interactions and their Associated Characteristics

Author

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  • Thai Ha Nguyen

    (Auckland University of Technology)

  • Lena Waizenegger

    (Auckland University of Technology)

  • Angsana A. Techatassanasoontorn

    (Auckland University of Technology)

Abstract

Interactions with conversational agents (CAs) become increasingly common in our daily life. While research on human-CA interactions provides insights into the role of CAs, the active role of users has been mostly neglected. We addressed this void by applying a thematic analysis approach and analysed 1000 interactions between a chatbot and customers of an energy provider. Informed by the concepts of social presence and social cues and using the abductive logic, we identified six human-chatbot interaction types that differ according to salient characteristics, including direction, social presence, social cues of customers and the chatbot and customer effort. We found that bi-directionality, a medium degree of social presence and selected social cues used by the chatbot and customers are associated with desirable outcomes in which customers mostly obtain requested information. The findings help us understand the nature of human-CA interactions in a customer service context and inform the design and evaluation of CAs.

Suggested Citation

  • Thai Ha Nguyen & Lena Waizenegger & Angsana A. Techatassanasoontorn, 2022. "“Don’t Neglect the User!” – Identifying Types of Human-Chatbot Interactions and their Associated Characteristics," Information Systems Frontiers, Springer, vol. 24(3), pages 797-838, June.
  • Handle: RePEc:spr:infosf:v:24:y:2022:i:3:d:10.1007_s10796-021-10212-x
    DOI: 10.1007/s10796-021-10212-x
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    References listed on IDEAS

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    1. Handan ÇAM, 2017. "3rd International conference on social sciences & education research," Journal of Economic and Social Thought, KSP Journals, vol. 4(3), pages 352-353, Seprember.
    2. Adam, Martin & Wessel, Michael & Benlian, Alexander, 2020. "AI-based chatbots in customer service and their effects on user compliance," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 119304, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    3. Geoff Walsham, 1995. "The Emergence of Interpretivism in IS Research," Information Systems Research, INFORMS, vol. 6(4), pages 376-394, December.
    4. Larivière, Bart & Bowen, David & Andreassen, Tor W. & Kunz, Werner & Sirianni, Nancy J. & Voss, Chris & Wünderlich, Nancy V. & De Keyser, Arne, 2017. "“Service Encounter 2.0”: An investigation into the roles of technology, employees and customers," Journal of Business Research, Elsevier, vol. 79(C), pages 238-246.
    5. Li, Manning & Mao, Jiye, 2015. "Hedonic or utilitarian? Exploring the impact of communication style alignment on user's perception of virtual health advisory services," International Journal of Information Management, Elsevier, vol. 35(2), pages 229-243.
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    Cited by:

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