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The GAI marketing model: A conceptual framework and future research directions GAI 营销模式:概念框架和未来研究方向
IF 9.9 1区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2024-09-19 DOI: 10.1016/j.ijhm.2024.103929
Anil Bilgihan , Tarik Dogru , Lydia Hanks , Nathan Line , Makarand Mody

This research introduces the GAI Marketing Model, a comprehensive conceptual framework for understanding and applying generative artificial intelligence (GAI) within marketing, specifically in the hospitality and tourism sectors. Building on existing classifications of GAI, this model incorporates critical elements such as adoption factors, marketing stages, and downstream outcomes. The framework offers a structured approach to exploring GAI’s potential to transform marketing strategies by enhancing personalization, improving customer engagement, and optimizing decision-making processes. The GAI Marketing Model synthesizes elements of technology, marketing theory, and consumer psychology, offering crucial insights that are instrumental for researchers and practitioners seeking to harness GAI for competitive advantage. Additionally, the model underscores the importance of ethical considerations and regulatory compliance, thereby ensuring that the integration of GAI into marketing practices remains both efficacious and responsible. This study establishes a foundational framework for future research, emphasizing the interdisciplinary scope of GAI’s influence on marketing strategies and practices

本研究介绍了 GAI 营销模型,这是一个全面的概念框架,用于理解和在营销中应用生成式人工智能(GAI),特别是在酒店和旅游业。该模型以现有的 GAI 分类为基础,纳入了采用因素、营销阶段和下游结果等关键要素。该框架提供了一种结构化方法,用于探索 GAI 通过增强个性化、提高客户参与度和优化决策流程来改变营销战略的潜力。GAI 营销模型综合了技术、营销理论和消费者心理学等要素,为研究人员和从业人员提供了重要的见解,有助于他们利用 GAI 获得竞争优势。此外,该模型还强调了道德考量和法规遵从的重要性,从而确保将 GAI 整合到营销实践中既有效又负责任。本研究为今后的研究建立了一个基础框架,强调了 GAI 对营销战略和实践的跨学科影响范围。
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引用次数: 0
Commercial friendships in pubs: Defining the quality, levels, and process 酒吧中的商业友谊:确定质量、水平和流程
IF 9.9 1区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2024-09-19 DOI: 10.1016/j.ijhm.2024.103932
Sake Jan Velthuis , Ondrej Mitas , Erwin Losekoot , Marcel Bastiaansen

This research explores commercial friendship within Dutch pubs, focusing on the transition from transactional to personal interactions between bartenders and guests. The study uses semi-structured interviews and thematic analysis to reveal that commercial friendship shares many similarities with non-commercial friendship but differs in important aspects. We found six levels of commercial friendship that range from minimal interactions, categorized as 'guest,' to deep, personal connections identified as 'best friend.' We identified three dimensions of commercial friendship quality: activities, self-disclosure, and social support. A critical finding is the 'tipping point'—a stage in the relationship development where interactions shift from professional to personal, characterized by mutual personal disclosure and balanced social support, redefining professional relationships. These findings demonstrate that commercial environments can foster genuine friendships, and provide valuable insights for enhancing interpersonal relationships within the hospitality industry.

本研究探讨了荷兰酒吧中的商业友谊,重点是调酒师与客人之间从交易到个人互动的转变。研究通过半结构式访谈和主题分析,揭示了商业友谊与非商业友谊有许多相似之处,但在一些重要方面又有所不同。我们发现了商业友谊的六个层次,从被归类为 "客人 "的最低限度的互动,到被认定为 "最好的朋友 "的深层次的个人联系。我们确定了商业友谊质量的三个维度:活动、自我披露和社会支持。一个关键的发现是 "临界点"--关系发展的一个阶段,在这个阶段,互动从专业转向个人,其特点是相互披露个人情况和平衡的社会支持,从而重新定义了专业关系。这些发现表明,商业环境可以培养真正的友谊,并为加强酒店业的人际关系提供了宝贵的见解。
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引用次数: 0
Masks, gloves, or robots? Factors influencing consumers’ health risk perceptions and behavioral intentions of in-restaurant dining 口罩、手套还是机器人?影响消费者对餐厅内用餐的健康风险认知和行为意向的因素
IF 9.9 1区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2024-09-19 DOI: 10.1016/j.ijhm.2024.103927
Karen Byrd , Lucheng Wang , Alei Fan , EunSol Her , Stephen Leitch , Yiran Liu

Servers wearing personal protective equipment (i.e., gloves and/or masks) and robot servers received increased attention during the COVID-19 pandemic. However, studies evaluating consumer health-risk perceptions and behavioral intentions related to these interventions post-pandemic are sparse. Therefore, based on perceived risk, social servicescape, and cue utilization theory, two experiments were conducted to examine how servers’ appearance-related health-safety cues (e.g., mask and/or glove-wearing) impacted consumers’ revisit intention (Study 1) and to compare the effect of human vs. robot servers with and without health-safety and sanitation cues (Study 2). Both studies included perceived health risk as a possible mediator. Results revealed that mask-wearing servers (vs. no mask and no glove) decreased consumers’ perceived health risk and that perceived health risk mediated the effect of mask-wearing on revisit intention. Further, consumers preferred the human “safe server” (i.e., with mask) over a “clean and sanitized” robot. Findings provide important insights into post-pandemic restaurant consumer behavior.

在 COVID-19 大流行期间,佩戴个人防护设备(即手套和/或口罩)的服务器和机器人服务器受到越来越多的关注。然而,对大流行后消费者的健康风险感知和与这些干预措施相关的行为意向进行评估的研究却很少。因此,基于感知风险、社会服务景观和线索利用理论,我们进行了两项实验,以研究服务器与外观相关的健康安全线索(如戴口罩和/或手套)如何影响消费者的再次光顾意向(研究 1),以及比较人类服务器与机器人服务器在有和没有健康安全和卫生线索的情况下的效果(研究 2)。这两项研究都将感知到的健康风险作为可能的中介因素。结果显示,戴口罩的服务员(与不戴口罩和不戴手套的服务员相比)降低了消费者感知到的健康风险,并且感知到的健康风险对戴口罩对再次光顾意向的影响起到了中介作用。此外,与 "清洁消毒 "的机器人相比,消费者更喜欢人类 "安全服务器"(即戴口罩)。研究结果为疫情过后的餐厅消费行为提供了重要启示。
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引用次数: 0
The eyes have it: How do gender cues in wine labels influence U.S. women wine consumers? 眼见为实:葡萄酒标签中的性别线索如何影响美国女性葡萄酒消费者?
IF 9.9 1区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2024-09-18 DOI: 10.1016/j.ijhm.2024.103930
Ruiying Cai , Demi Shenrui Deng , Christina Geng-qing Chi , Robert J. Harrington

Little is known about women wine consumers’ reactions to gender cues in marketing communication despite their increasing purchasing power. This research examines the effects of gender cues (feminine vs. masculine) in wine labels on women wine consumers' attitudes, sensory expectations, sensory evaluations, and purchase intentions. Two online experiments and one field test involving 462 valid responses from U.S. women consumers reveal that they hold more favorable attitudes and intentions towards feminine (vs. masculine) wine labels. The moderating effects of in-group gender identification and wine knowledge were discussed. This study responds to calls for more research about women consumers in the hospitality field and extends the application of gender schema theory to hospitality literature. The findings offer updated knowledge on how to approach gender in hospitality marketing, particularly wine marketing. This research enriches hospitality literature in terms of gender marketing and provides substantial practical implications for the wine industry.

尽管女性葡萄酒消费者的购买力与日俱增,但她们对营销传播中的性别线索的反应却知之甚少。本研究探讨了葡萄酒标签中的性别线索(女性与男性)对女性葡萄酒消费者的态度、感官期望、感官评价和购买意向的影响。两项在线实验和一项现场测试(涉及美国女性消费者的 462 份有效反馈)显示,女性消费者对女性化(与男性化)葡萄酒标签持有更有利的态度和购买意向。研究还讨论了群体内性别认同和葡萄酒知识的调节作用。这项研究响应了在酒店业领域对女性消费者进行更多研究的呼吁,并将性别模式理论应用到了酒店业文献中。研究结果为如何在酒店业营销,尤其是葡萄酒营销中处理性别问题提供了最新知识。这项研究丰富了酒店业在性别营销方面的文献,并为葡萄酒行业提供了重要的实践意义。
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引用次数: 0
Enhancing customers’ life satisfaction through AI-powered personalized luxury recommendations in luxury tourism marketing 在奢侈品旅游营销中,通过人工智能驱动的个性化奢侈品推荐提高客户的生活满意度
IF 9.9 1区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2024-09-16 DOI: 10.1016/j.ijhm.2024.103914
Linxiang Lv , Siyun Chen , Gus Guanrong Liu , Pierre Benckendorff

Empowered by artificial intelligence (AI), luxury tourism and hospitality brands are increasingly using personalized recommendations as a novel approach to engage customers in the pre-purchase phase. While considerable research exists on customers’ post-purchase responses to luxury tourism products, their psychological states driven by personalized recommendations during the pre-purchase stage are not well understood. Differing from traditional marketing strategies, personalized recommendations impart implicit social labels, often exclusive to the customers. Therefore, personalized luxury cues in tourism products, driven by AI, significantly contribute to customers’ positive self-perception due to their scarcity and exclusivity, further influencing their psychological states such as life satisfaction. Drawing upon self-perception theory, three scenario-based experiments across various tourism contexts were conducted to investigate this effect. Results reveal that personalized recommendations for luxury (vs. ordinary) tourism products can enhance customers’ life satisfaction by fostering perceived future self-growth. However, this positive effect is less pronounced under user-based recommendation framing.

在人工智能(AI)的推动下,豪华旅游和酒店品牌正越来越多地使用个性化推荐作为一种新方法,在购买前阶段吸引顾客。虽然对顾客购买豪华旅游产品后的反应已有大量研究,但对顾客在购买前阶段受个性化推荐驱动的心理状态却不甚了解。与传统营销策略不同,个性化推荐传递的是隐含的社会标签,往往是顾客独有的。因此,在人工智能的驱动下,旅游产品中的个性化奢侈品线索因其稀缺性和排他性而极大地促进了顾客的积极自我感知,进一步影响了他们的心理状态,如生活满意度。借鉴自我感知理论,我们在不同的旅游环境中进行了三个基于场景的实验来研究这一效应。结果表明,针对奢侈品(与普通产品相比)旅游产品的个性化推荐可以通过促进感知到的未来自我成长来提高顾客的生活满意度。然而,在基于用户的推荐框架下,这种积极效果并不明显。
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引用次数: 0
Writing restaurant menu descriptions: The influence of word choice on consumer behavior 撰写餐厅菜单说明:选词对消费者行为的影响
IF 9.9 1区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2024-09-14 DOI: 10.1016/j.ijhm.2024.103923
Carl Behnke , Sean (Sangwon) Jung , Yunmei (Mabel) Bai

This study examined the influence of words used in restaurant menu descriptions. Menu descriptions are typically short, communicating a great deal of information in a brief statement. Understanding the types of words that resonate most with consumers addresses a gap in menu research. Correspondingly, this study assessed how consumers process menu words to minimize ordering risk by applying a choice-based conjoint analysis approach utilizing word attributes and levels. 1500 participants were recruited to simultaneously evaluate multiple menu description variations. Findings noted that words can be classified as hedonic (emotional) or utilitarian (functional) and that utilitarian words can be further sub-categorized as experiential or descriptive. Findings support a hierarchy of word influence, and add to research literature, specifically menu design. The practical implications are that restaurateurs can improve their menu descriptions by utilizing words drawn from the most influential categories as a means of mitigating consumer anxiety.

本研究探讨了餐厅菜单描述中所用词语的影响。菜单描述通常很短,在简短的陈述中传达大量信息。了解最能引起消费者共鸣的词语类型可以弥补菜单研究的不足。因此,本研究采用基于选择的联合分析方法,利用词语的属性和级别,评估消费者如何处理菜单词语,以最大限度地降低点餐风险。研究招募了 1500 名参与者,让他们同时评估多种菜单描述变化。研究结果表明,词语可分为享乐型(情感型)和功利型(功能型),功利型词语又可细分为体验型和描述型。研究结果支持词语影响的层次结构,并为研究文献(特别是菜单设计)增添了新的内容。研究的实际意义在于,餐馆老板可以通过使用最具影响力的词来改善菜单描述,从而减轻消费者的焦虑。
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引用次数: 0
A comprehensive review of the literature on continuous improvement approaches in food services management 关于餐饮管理持续改进方法的文献综述
IF 9.9 1区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2024-09-13 DOI: 10.1016/j.ijhm.2024.103916
Célia Monteiro , Ada Rocha , Vera Miguéis , Cláudia Afonso

Continuous improvement (CI) have been recognised as one of the most effective ways to improve organisational performance. However, there is a lack of research on this topic from a food service perspective. Thus, the aim of this work is to explore the adoption of CI-focused methodologies in food services and to understand how they contribute to improving the performance of these services. Critical success factors and barriers to the implementation of CI are also analysed. This systematic review was conducted using the PRISMA methodology and a total of 43 studies were included in the analysis. This review shows that CI is effective in improving operations and performance, as well as increasing stakeholder satisfaction in the food service sector. Additionally, the review reveals that CI-focused tools are mainly used in problem identification, waste identification, planning, operations, and logistics. Human-related issues are the most frequently mentioned when it comes to the factors determining the success or failure of CI in food services.

持续改进(CI)已被公认为是提高组织绩效的最有效方法之一。然而,目前还缺乏从餐饮服务角度对这一主题的研究。因此,这项工作旨在探索餐饮服务业采用以 CI 为重点的方法,并了解这些方法如何有助于提高餐饮服务业的绩效。此外,还分析了成功的关键因素和实施 CI 的障碍。本系统综述采用 PRISMA 方法进行,共有 43 项研究被纳入分析。综述显示,CI 能有效改善餐饮服务业的运营和绩效,并提高利益相关者的满意度。此外,综述还显示,以 CI 为重点的工具主要用于问题识别、废物识别、规划、运营和物流。在决定餐饮服务业 CI 成败的因素中,与人相关的问题最常被提及。
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引用次数: 0
A motivation-based study to explain accommodation choice of senior tourists: Hotel or Airbnb 基于动机的研究,解释老年游客的住宿选择:酒店还是 Airbnb
IF 9.9 1区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2024-09-13 DOI: 10.1016/j.ijhm.2024.103911
Juan Luis Nicolau , Carla Rodríguez-Sánchez , Felipe Ruiz-Moreno

Senior tourists, traditionally known for using offline methods and staying in hotels, are increasingly using new technologies and opting for alternative accommodation forms. Based on the push and pull theory of motivation, the generational cohort and lifespan development theories, this study fills a gap in the literature and examines senior tourists’ choice between Airbnb and hotels. A random parameter binomial logit applied to data from six European countries finds that the same motivation can act differently in this decision choice process. Rather than assuming that a motivation has an exclusive effect on each accommodation type, we propose the notion of a “differential fulfillment paradigm” to reflect the idea that two accommodation types can relate to the same motivation with different approaches. While both hotels and Airbnb can fulfill a common motivation, they do so through distinct features or attributes, offering consumers diverse avenues to achieve their desired outcome.

老年游客历来以使用离线方式和入住酒店而闻名,他们正越来越多地使用新技术并选择其他住宿形式。本研究以动机推拉理论、世代队列理论和寿命发展理论为基础,填补了文献空白,研究了老年游客在 Airbnb 和酒店之间的选择。对来自六个欧洲国家的数据采用随机参数二项logit法发现,在这一决策选择过程中,相同的动机会产生不同的作用。我们并没有假设某种动机对每种住宿类型都有排他性的影响,而是提出了 "差异化满足范式 "的概念,以反映两种住宿类型可以用不同的方法与相同的动机相关联。虽然酒店和 Airbnb 都能满足一个共同的动机,但它们是通过不同的特征或属性来实现这一动机的,从而为消费者提供了实现理想结果的不同途径。
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引用次数: 0
Drivers and inhibitors of consumers’ adoption of AI-driven drone food delivery services 消费者采用人工智能无人机送餐服务的驱动因素和抑制因素
IF 9.9 1区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2024-09-13 DOI: 10.1016/j.ijhm.2024.103913
Robin Nunkoo , Rajasshrie Pillai , Brijesh Sivathanu , Nripendra P. Rana

This study sheds light on the determinants of consumers’ adoption of artificial intelligence-driven drone food delivery service (AI-driven DFDS) using a mixed-methods approach. Interviews with hospitality industry professionals revealed several drivers and inhibitors of AI-driven DFDS adoption. Using these findings, we developed a theoretical model AI-driven DFDS adoption based on the premise of the behavioral reasoning theory and innovation resistance theory. The model was tested using data collected from 1240 consumers. The results suggest that drones’ relative advantage, perceived ubiquity, social influence, and green image positively influence attitudes and adoption. Risk, usage, and experience barriers have an adverse influence on attitudes and adoption. Consumers’ openness to new technology has a positive influence on ‘reasons for’ using AI-driven DFDS. The research makes an important theoretical contribution to research on the adoption of AI-driven DFDS. The study also provides important practical implications for marketers and industry professionals.

本研究采用混合方法揭示了消费者采用人工智能驱动的无人机送餐服务(AI-driven DFDS)的决定因素。与酒店业专业人士的访谈揭示了采用人工智能驱动的无人机送餐服务的若干驱动因素和抑制因素。利用这些发现,我们在行为推理理论和创新阻力理论的前提下,建立了一个采用人工智能驱动的 DFDS 的理论模型。我们使用从 1240 名消费者那里收集的数据对该模型进行了测试。结果表明,无人机的相对优势、感知到的普遍性、社会影响力和绿色形象会对消费者的态度和采用产生积极影响。风险、使用和经验障碍则对态度和采用产生不利影响。消费者对新技术的开放程度对使用人工智能驱动的 DFDS 的 "原因 "有积极影响。这项研究为采用人工智能驱动的 DFDS 的研究做出了重要的理论贡献。该研究还为营销人员和行业专业人士提供了重要的实践意义。
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引用次数: 0
When incivility begets incivility among hotel employees: The moderating effects of trait mindfulness and negative affect 当酒店员工的不文明行为滋生不文明行为时:特质正念和负面情绪的调节作用
IF 9.9 1区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2024-09-13 DOI: 10.1016/j.ijhm.2024.103918
Zaid Oqla Alqhaiwi , Asanka Gunasekara , Tuan Luu , Nikola Djurkovic

The negative impact of workplace incivility on hospitality employees has garnered growing interest. However, most hospitality studies have focused on understanding the impact of customer incivility. Bridging this gap, this research draws on the negative reciprocity belief perspective to propose and test the positive impact of employees’ experience of incivility on their enactment of incivility, which is negatively moderated by trait mindfulness (two-way) and positively moderated by the interaction of trait mindfulness and negative affect (three-way). Two-wave data were collected from 328 hotel employees and managers in Jordan and analysed through structural equation modeling. Results indicated that experienced incivility is positively related to enacted incivility. This positive relationship was mitigated when trait mindfulness was high. Furthermore, negative affect strengthened the positive relationship between experienced and enacted incivility only when trait mindfulness was low. The study’s findings offer implications to help hospitality scholars and hotel managers reduce incivility incidents and impact.

工作场所不文明行为对酒店业员工的负面影响已引起越来越多的关注。然而,大多数酒店业研究都侧重于了解顾客不礼貌行为的影响。为了弥补这一差距,本研究从消极互惠信念的角度出发,提出并检验了员工的不礼貌行为经历对其实施不礼貌行为的积极影响,这种影响受特质正念(双向)的消极调节和特质正念与消极情绪(三向)相互作用的积极调节。研究收集了约旦 328 名酒店员工和管理人员的两波数据,并通过结构方程模型进行了分析。结果表明,经历过的不礼貌行为与实施的不礼貌行为呈正相关。当特质正念较高时,这种正相关关系会得到缓解。此外,只有当特质正念较低时,消极情绪才会加强经历过的不礼貌行为与实施过的不礼貌行为之间的正相关关系。研究结果对酒店学者和酒店管理者减少不文明事件及其影响具有启示意义。
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引用次数: 0
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International Journal of Hospitality Management
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