人工智能主题酒店如何才能取得成功?来自连续研究设计的新证据

IF 9.1 1区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM
Bowen Yi, Da Shi, Gang Li
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引用次数: 0

摘要

尽管人工智能(AI)是技术赋能时代酒店的重要组成部分,但在这种情况下,AI作为吸引力的有效性尚不清楚。本研究以赫茨伯格的动机理论和复杂性理论为基础,探索不同类型人工智能主题酒店的配置路径,通过品质的组合来获得成功。本研究创新地融合了主题建模和模糊集定性比较分析(fsQCA),以调查配置路径,通过这些配置路径,综合质量产生对12家人工智能主题酒店的积极客户评价,7431条客户评论证明了这一点。研究结果表明,在某些情况下,人工智能可以作为一个“主题”来吸引顾客。首先,针对不同类型的人工智能主题酒店,确定“吸引人”和“必须”的品质。此外,6条、15条和15条配置路径分别激发了客人对豪华独立型、经济型和连锁ai主题酒店的良好评价。研究发现,与技术相关的品质对豪华独立的人工智能主题酒店尤其有吸引力,而对经济型人工智能主题酒店来说,技术的作用最小。当结合其他因素时,技术对连锁人工智能主题酒店的影响是显著的。此外,三种酒店类型的配置路径对价格的影响是不同的。研究局限/启示本研究通过探索人工智能在人工智能主题酒店中的作用,并比较其在吸引不同类型酒店客户方面的有效性,扩展了对人工智能在酒店业应用的理解。它还为不同类型的酒店以及其他酒店和旅游部门采用人工智能提供了运营策略。原创性/价值本研究是将主题建模和fsQCA相结合的早期尝试,旨在澄清客户对人工智能主题酒店的看法以及各种品质的综合影响。研究结果扩展了卡诺的模型,将与技术相关的品质分类为人工智能主题酒店的吸引力品质。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
What makes an AI-themed hotel successful? New evidence from a sequential research design

Purpose

Although artificial intelligence (AI) is an essential component of hospitality in the technological empowerment era, AI’s effectiveness as an attraction in this context remains unclear. Grounded in Herzberg’s motivation theory and complexity theory, this study aims to explore configurational paths whereby combinations of qualities lead to success for different types of AI-themed hotels.

Design/methodology/approach

This study innovatively blends topic modeling and fuzzy-set qualitative comparative analysis (fsQCA) to investigate configurational paths whereby combined qualities produce positive guest evaluations of 12 AI-themed hotels as evidenced by 7,431 customer reviews.

Findings

The results indicate that AI could serve as a “theme” to attract customers under certain circumstances. First, “attractive” and “must-be” qualities are first identified for different types of AI-themed hotels. Furthermore, 6, 15 and 15 configurational paths inspiring favorable guest evaluations of luxury-independent, budget-independent and chain AI-themed hotels, respectively. Technology-related qualities are found to be especially attractive for luxury-independent AI-themed hotels, whereas the role of technology is minimal for budget AI-themed hotels. The impact of technology is salient for chain AI-themed hotels when combined with other factors. In addition, the effect of price differs among the configurational paths for the three hotel types.

Research limitations/implications

This study expands the understanding of AI applications within the hospitality context by exploring the role of AI in AI-themed hotels and comparing its effectiveness in attracting customers across various hotel types. It also provides operational strategies for adopting AI for different types of hotels and for other hospitality and tourism sectors.

Originality/value

This study represents an early attempt to integrate topic modeling and fsQCA to clarify customers’ perceptions of AI-themed hotels and the combined impacts of various qualities. The findings expand on Kano’s model by classifying technology-related qualities into attractive qualities within AI-themed hotels.

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来源期刊
CiteScore
16.90
自引率
31.50%
发文量
239
期刊介绍: The International Journal of Contemporary Hospitality Management serves as a conduit for disseminating the latest developments and innovative insights into the management of hospitality and tourism businesses globally. The journal publishes peer-reviewed papers that comprehensively address issues pertinent to strategic management, operations, marketing, finance, and HR management in the field of hospitality and tourism.
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