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An empirical study on the dark side of service employees’ AI awareness: Behavioral responses, emotional mechanisms, and mitigating factors

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  • Zhou, Shuai
  • Yi, Ni
  • Rasiah, Rajah
  • Zhao, Haipeng
  • Mo, Zile

Abstract

Drawing on the stressor-emotion model, our study unveils a multi-faceted moderated mediation model that delineates how artificial intelligence (AI) awareness influences frontline service employees’ counterproductive work behavior towards customers (CWBC) and work-family conflict (WFC), mediated by negative emotions (NE). We introduce promotion focus and empowering leadership as first-stage moderators, and family motivation as a second-stage moderator, to explore their buffering effects on the negative outcomes triggered by AI awareness. Employing an experience sampling methodology, we gathered data from 92 frontline service employees in hospitality over two working weeks. The findings indicate that heightened AI awareness correlates with increased emotional distress, which in turn exacerbates WFC and CWBC. Notably, our analysis reveals that employees with a pronounced promotion focus and those under empowering leadership regimes exhibit reduced negative emotional responses to AI-induced stressors. Moreover, individuals driven by strong family motivation not only demonstrate unique resilience in managing the interplay between work-induced stress and family well-being but also show a significant reduction in counterproductive work behaviors. Overall, this research provides a novel lens to understand the broader implications of AI in the service industry by employing a dynamic and multilevel approach.

Suggested Citation

  • Zhou, Shuai & Yi, Ni & Rasiah, Rajah & Zhao, Haipeng & Mo, Zile, 2024. "An empirical study on the dark side of service employees’ AI awareness: Behavioral responses, emotional mechanisms, and mitigating factors," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
  • Handle: RePEc:eee:joreco:v:79:y:2024:i:c:s0969698924001656
    DOI: 10.1016/j.jretconser.2024.103869
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    1. Brougham, David & Haar, Jarrod, 2018. "Smart Technology, Artificial Intelligence, Robotics, and Algorithms (STARA): Employees’ perceptions of our future workplace," Journal of Management & Organization, Cambridge University Press, vol. 24(2), pages 239-257, March.
    2. Zhao, Jingyou & Hu, Enhua & Han, Mingyan & Jiang, Keshen & Shan, Hongmei, 2023. "That honey, my arsenic: The influence of advanced technologies on service employees’ organizational deviance," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
    3. Kang, David Yeonjun & Hur, Won-Moo & Shin, Yuhyung, 2023. "Smart technology and service employees’ job crafting: Relationship between STARA awareness, performance pressure, receiving and giving help, and job crafting," Journal of Retailing and Consumer Services, Elsevier, vol. 73(C).
    4. Zhang, Yaqiong & Wang, Shifu, 2023. "The influence of anthropomorphic appearance of artificial intelligence products on consumer behavior and brand evaluation under different product types," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
    5. Prentice, Catherine & Wong, IpKin Anthony & Lin, Zhiwei (CJ), 2023. "Artificial intelligence as a boundary-crossing object for employee engagement and performance," Journal of Retailing and Consumer Services, Elsevier, vol. 73(C).
    6. Lingmont, Derek N.J. & Alexiou, Andreas, 2020. "The contingent effect of job automating technology awareness on perceived job insecurity: Exploring the moderating role of organizational culture," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    7. Brockner, Joel & Higgins, E. Tory, 2001. "Regulatory Focus Theory: Implications for the Study of Emotions at Work," Organizational Behavior and Human Decision Processes, Elsevier, vol. 86(1), pages 35-66, September.
    8. Guanglu Xu & Ming Xue & Jidi Zhao, 2023. "The Association between Artificial Intelligence Awareness and Employee Depression: The Mediating Role of Emotional Exhaustion and the Moderating Role of Perceived Organizational Support," IJERPH, MDPI, vol. 20(6), pages 1-16, March.
    9. Ming-Hui Huang & Roland T. Rust, 2021. "A strategic framework for artificial intelligence in marketing," Journal of the Academy of Marketing Science, Springer, vol. 49(1), pages 30-50, January.
    10. Mayr, Kathrin & Teller, Christoph, 2023. "Customer deviance in retailing: Managers’ emotional support and employees’ affective wellbeing," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    11. Crowe, Ellen & Higgins, E. Tory, 1997. "Regulatory Focus and Strategic Inclinations: Promotion and Prevention in Decision-Making," Organizational Behavior and Human Decision Processes, Elsevier, vol. 69(2), pages 117-132, February.
    12. Frey, Carl Benedikt & Osborne, Michael A., 2017. "The future of employment: How susceptible are jobs to computerisation?," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 254-280.
    13. Roberta Fida & Marinella Paciello & Carlo Tramontano & Reid Fontaine & Claudio Barbaranelli & Maria Farnese, 2015. "An Integrative Approach to Understanding Counterproductive Work Behavior: The Roles of Stressors, Negative Emotions, and Moral Disengagement," Journal of Business Ethics, Springer, vol. 130(1), pages 131-144, August.
    14. Chunhao Ma & Jian Ye, 2022. "Linking artificial intelligence to service sabotage," The Service Industries Journal, Taylor & Francis Journals, vol. 42(13-14), pages 1054-1074, October.
    15. P. Kumar & S.K. Sharma & Vincent Dutot, 2023. "Artificial Intelligence (AI)-Enabled CRM Capability in Healthcare: The Impact on Service Innovation," Post-Print hal-04292614, HAL.
    16. Milad Mirbabaie & Felix Brünker & Nicholas R. J. Möllmann Frick & Stefan Stieglitz, 2022. "The rise of artificial intelligence – understanding the AI identity threat at the workplace," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(1), pages 73-99, March.
    17. Makridis, Christos A. & Han, Joo Hun, 2021. "Future of work and employee empowerment and satisfaction: Evidence from a decade of technological change," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    18. Won‐Moo Hur & Tae‐Won Moon & Han‐Geun Lee, 2018. "Employee engagement in CSR initiatives and customer‐directed counterproductive work behavior (CWB): The mediating roles of organizational civility norms and job calling," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 25(6), pages 1087-1098, November.
    19. Wang, Yao-Chin & Lang, Chunmin, 2019. "Service employee dress: Effects on employee-customer interactions and customer-brand relationship at full-service restaurants," Journal of Retailing and Consumer Services, Elsevier, vol. 50(C), pages 1-9.
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