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Exploring the impact of fairness of social bots on user experience

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  • Malik, Nishtha
  • Kar, Arpan Kumar
  • Tripathi, Shalini Nath
  • Gupta, Shivam

Abstract

There exists literary evidence that there is an established relationship between humanizing bots and customer perceptions of fairness and consequential user experience. This study seeks to evaluate factors that impact the perception surrounding the fairness of social bots and the impact of these factors on user experience. A qualitative approach was used to examine the fairness factors related to social bots and their impact on user experience with the help of data collected from 32 professionals with diverse backgrounds. The results obtained from manual coding and NVivo were assessed to evaluate the convergence of themes for the confluence of results and establish thematic validity. The findings revealed two major themes namely, artificial intelligence (AI) technology governance and AI technology outcome. This research furthers user experience literature and provides a theoretical framework delineating antecedents (AI technology governance and AI technology outcomes) of positive user experience while deploying AI-based social bots.

Suggested Citation

  • Malik, Nishtha & Kar, Arpan Kumar & Tripathi, Shalini Nath & Gupta, Shivam, 2023. "Exploring the impact of fairness of social bots on user experience," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
    • Handle: RePEc:eee:tefoso:v:197:y:2023:i:c:s004016252300598x
    DOI: 10.1016/j.techfore.2023.122913
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    1. Vermeer, Susan A.M. & Araujo, Theo & Bernritter, Stefan F. & van Noort, Guda, 2019. "Seeing the wood for the trees: How machine learning can help firms in identifying relevant electronic word-of-mouth in social media," International Journal of Research in Marketing, Elsevier, vol. 36(3), pages 492-508.
    2. Björn Ross & Laura Pilz & Benjamin Cabrera & Florian Brachten & German Neubaum & Stefan Stieglitz, 2019. "Are social bots a real threat? An agent-based model of the spiral of silence to analyse the impact of manipulative actors in social networks," European Journal of Information Systems, Taylor & Francis Journals, vol. 28(4), pages 394-412, July.
    3. Kawaljeet Kaur Kapoor & Kuttimani Tamilmani & Nripendra P. Rana & Pushp Patil & Yogesh K. Dwivedi & Sridhar Nerur, 2018. "Advances in Social Media Research: Past, Present and Future," Information Systems Frontiers, Springer, vol. 20(3), pages 531-558, June.
    4. Larissa Becker & Elina Jaakkola, 2020. "Customer experience: fundamental premises and implications for research," Journal of the Academy of Marketing Science, Springer, vol. 48(4), pages 630-648, July.
    5. Grewal, Dhruv & Roggeveen, Anne L., 2020. "Understanding Retail Experiences and Customer Journey Management," Journal of Retailing, Elsevier, vol. 96(1), pages 3-8.
    6. Arpan Kumar Kar & Shalini Nath Tripathi & Nishtha Malik & Shivam Gupta & Uthayasankar Sivarajah, 2023. "How Does Misinformation and Capricious Opinions Impact the Supply Chain - A Study on the Impacts During the Pandemic," Annals of Operations Research, Springer, vol. 327(2), pages 713-734, August.
    7. Massimo Stella & Emilio Ferrara & Manlio De Domenico, 2018. "Bots increase exposure to negative and inflammatory content in online social systems," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 115(49), pages 12435-12440, December.
    8. Kawaljeet Kaur Kapoor & Yogesh K. Dwivedi, 2015. "Metamorphosis of Indian electoral campaigns: Modi's social media experiment," International Journal of Indian Culture and Business Management, Inderscience Enterprises Ltd, vol. 11(4), pages 496-516.
    9. Arpan Kumar Kar, 2021. "What Affects Usage Satisfaction in Mobile Payments? Modelling User Generated Content to Develop the “Digital Service Usage Satisfaction Model”," Information Systems Frontiers, Springer, vol. 23(5), pages 1341-1361, September.
    10. Gil Appel & Lauren Grewal & Rhonda Hadi & Andrew T. Stephen, 2020. "The future of social media in marketing," Journal of the Academy of Marketing Science, Springer, vol. 48(1), pages 79-95, January.
    11. Chengcheng Shao & Giovanni Luca Ciampaglia & Onur Varol & Kai-Cheng Yang & Alessandro Flammini & Filippo Menczer, 2018. "The spread of low-credibility content by social bots," Nature Communications, Nature, vol. 9(1), pages 1-9, December.
    12. Christian Homburg & Danijel Jozić & Christina Kuehnl, 2017. "Customer experience management: toward implementing an evolving marketing concept," Journal of the Academy of Marketing Science, Springer, vol. 45(3), pages 377-401, May.
    13. Nishtha Malik & Shalini Nath Tripathi & Arpan Kumar Kar & Shivam Gupta, 2021. "Impact of artificial intelligence on employees working in industry 4.0 led organizations," International Journal of Manpower, Emerald Group Publishing Limited, vol. 43(2), pages 334-354, June.
    14. Irina Heimbach & Daniel Kostyra & Oliver Hinz, 2015. "Marketing Automation," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 57(2), pages 129-133, April.
    15. Heimbach, Irina & Kostyra, Daniel S. & Hinz, Oliver, 2015. "Catchword Marketing Automation," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 77136, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    16. Farah, Maya F. & Ramadan, Zahy B. & Harb, Dana H., 2019. "The examination of virtual reality at the intersection of consumer experience, shopping journey and physical retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 48(C), pages 136-143.
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