Helping hand or hindering hand? Matching cognitive styles with intelligent assistants influences hospitality employees’ work well-being

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Fang Liu
Han Wang
Siyu Yan
Cite this article:  Liu, F., Wang, H., & Yan, S. (2025). Helping hand or hindering hand? Matching cognitive styles with intelligent assistants influences hospitality employees’ work well-being. Social Behavior and Personality: An international journal, 53(9), e14580.


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With the rapid development of digital intelligence technology, intelligent assistants have become a key technology driving social progress and affecting various industries, including hospitality. This study used the job demands–resources model as the basis of three progressive experiments (N = 150, 202, and 314, respectively) to explore the impact of the degree of cognitive style matching between intelligent assistants and hospitality employees on work well-being and its underlying mechanisms. The findings indicated that employees with both adaptor and innovator cognitive styles perceived greater work well-being when the cognitive style of the intelligent assistant matched (vs. mismatched) theirs; moreover, cognitive dissonance and work energy played mediating roles in the aforementioned relationships. Our results enrich the literature on intelligent assistants in the hospitality industry from a management perspective and provide practical references for hospitality managers to effectively use intelligent assistants and guide employee management.
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