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Human or AI robot? Who is fairer on the service organizational frontline 人类还是人工智能机器人?服务组织一线谁更公平
IF 11.3 1区 管理学 Q1 Business, Management and Accounting Pub Date : 2024-05-30 DOI: 10.1016/j.jbusres.2024.114730
Xiaolong Wu , Shuhua Li , Yonglin Guo , Shujie Fang

Research has focused on exploring the distinction between human employees and AI robots. However, little is known about customer perceptions of service fairness towards AI robots (vs. human employees). A mixed-methods approach was adopted including a qualitative study which aimed to generate an understanding of customer fairness perception towards AI robots (vs. human employees). The quantitative study examined this difference, the boundary conditions, and the downstream effect on customer responses. The results indicated that customers perceive robotic services as fairer than human employees, especially in relation to distributive and procedural fairness. This effect was stronger for customers with low power distance belief. Differences in fairness perceptions can also impact on customer revisit intention, recommendation intention, satisfaction, and subjective well-being. The study extends an understanding of customer attitudes towards AI robots by considering the machine heuristic model and fairness theory, and provides insights for managers to properly utilize AI robots to enhance service fairness on the service industry frontline.

研究的重点是探索人类员工与人工智能机器人之间的区别。然而,客户对人工智能机器人(与人类员工相比)服务公平性的看法却鲜为人知。我们采用了一种混合方法,包括一项定性研究,旨在了解客户对人工智能机器人(与人类员工相比)的公平感知。定量研究考察了这种差异、边界条件以及对客户反应的下游影响。结果表明,客户认为机器人服务比人类员工更公平,特别是在分配公平和程序公平方面。对于权力距离信念较低的客户来说,这种影响更为强烈。公平感的差异也会影响顾客的再次光顾意向、推荐意向、满意度和主观幸福感。本研究通过考虑机器启发式模型和公平理论,扩展了对顾客对人工智能机器人态度的理解,并为管理者正确利用人工智能机器人提高服务业一线的服务公平性提供了启示。
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引用次数: 0
Unraveling the relationship between innovation performance feedback and outward FDI: Moderating influence of inward FDI spillovers 解读创新绩效反馈与外向外国直接投资之间的关系:内向外国直接投资溢出效应的调节作用
IF 11.3 1区 管理学 Q1 Business, Management and Accounting Pub Date : 2024-05-30 DOI: 10.1016/j.jbusres.2024.114731
Can Meng , Carlos M.P. Sousa , Jieke Chen

This study examines the impact of innovation performance feedback on the outward foreign direct investment (FDI) of emerging market firms by differentiating between innovation quantity and innovation quality. It also explores the moderating role of inward FDI spillovers in local industrial environments. Using a zero-inflated negative binomial model, the findings show that: (1) the further a firm is below or above its innovation performance aspirations, the less outward FDI it will take; (2) inward FDI spillovers will strengthen the relationship between positive innovation quantity feedback and outward FDI while weakening the relationship of negative innovation quantity feedback; and (3) inward FDI spillovers will weaken the relationship between innovation quality feedback (both negative and positive) and outward FDI.

本研究通过区分创新数量和创新质量,探讨创新绩效反馈对新兴市场企业对外直接投资(FDI)的影响。研究还探讨了当地产业环境中外向外国直接投资溢出效应的调节作用。利用零膨胀负二项模型,研究结果表明(1)企业的创新绩效越低于或高于其期望值,其对外直接投资就越少;(2)外来直接投资的溢出效应会加强创新数量正反馈与对外直接投资之间的关系,同时削弱创新数量负反馈之间的关系;(3)外来直接投资的溢出效应会削弱创新质量反馈(包括负反馈和正反馈)与对外直接投资之间的关系。
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引用次数: 0
Customer journey partitioning: A customer-centric conceptualization beyond stages and touchpoints 客户旅程分区:超越阶段和接触点的以客户为中心的概念化
IF 11.3 1区 管理学 Q1 Business, Management and Accounting Pub Date : 2024-05-30 DOI: 10.1016/j.jbusres.2024.114745
Bernd F. Reitsamer , Larissa Becker

Understanding customer experiences through customer journeys has become a managerial priority. The customer experience literature divides customer journeys into stages, but these divisions disregard the customer’s perspective. Research has shown that individuals partition extended processes—such as customer journeys—into events, thereby influencing how they subsequently remember their experiences. Therefore, this paper seeks to conceptualize customer journey partitioning and its influence on the remembered experience. Based on the event segmentation and experienced utility literature, we propose that customers partition their journeys when they encounter distinctive changes, and that the interaction of customer journey partitioning and the sequence of lived experiences influences the remembered experience. We then discuss implications for customer journey design and present boundary conditions that provide nuance to these implications. This paper contributes to the customer experience literature by conceptualizing customer journey partitioning, understanding its influence on the remembered experience, and proposing new dimensions for customer journey design.

通过客户旅程了解客户体验已成为管理者的当务之急。客户体验文献将客户旅程划分为不同阶段,但这些划分忽略了客户的视角。研究表明,个人会将顾客旅程等扩展过程划分为事件,从而影响他们随后对体验的记忆。因此,本文试图将顾客旅程划分及其对记忆体验的影响概念化。基于事件细分和经验效用文献,我们提出,顾客在遇到独特变化时会对其旅程进行细分,而顾客旅程细分与生活体验顺序的相互作用会影响记忆中的体验。然后,我们讨论了顾客旅程设计的意义,并提出了边界条件,为这些意义提供了细微差别。本文对顾客旅程分区进行了概念化,理解了其对记忆体验的影响,并为顾客旅程设计提出了新的维度,从而为顾客体验文献做出了贡献。
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引用次数: 0
Causal recipes of customer loyalty in a sharing economy: Integrating social media analytics and fsQCA 共享经济中客户忠诚度的因果配方:整合社交媒体分析和fsQCA
IF 11.3 1区 管理学 Q1 Business, Management and Accounting Pub Date : 2024-05-29 DOI: 10.1016/j.jbusres.2024.114747
Carmen Kar Hang Lee , Ying Kei Tse , Eric Ka Ho Leung , Yichuan Wang

Built on the evolutionary stimulus-organism-response model, this study examines how customer encounters with different interaction mechanisms (stimuli) evoke service-quality perceptions and sentiments (organisms) that impact customer loyalty (responses) to accommodation-sharing services. It draws important service-quality dimensions and sentiments from Airbnb reviews and examines which patterns lead to the highest levels of customer loyalty. It is the first study to integrate social media analytics and fuzzy-set Qualitative Comparative Analysis to explain the attitudinal and behavioral components of customer loyalty. A distinctive aspect of the findings is the prescriptive causal recipes that allow hosts to prioritize certain resources, focusing more on the key dimensions (order winners) that most affect customer loyalty. The findings also show that configurations leading to high-level attitudinal loyalty differ from those leading to high-level behavioral loyalty in accommodation sharing.

本研究基于 "刺激--有机体--反应 "进化模型,探讨了顾客与不同互动机制(刺激)的接触如何唤起服务质量感知和情感(有机体),从而影响顾客对住宿共享服务的忠诚度(反应)。该研究从 Airbnb 的评论中提取了重要的服务质量维度和情感,并研究了哪些模式会导致最高水平的客户忠诚度。这是第一项整合社交媒体分析和模糊集合定性比较分析来解释客户忠诚度的态度和行为要素的研究。研究结果的一个显著特点是提供了规范性的因果关系配方,使主机能够优先考虑某些资源,更加关注对客户忠诚度影响最大的关键维度(订单赢家)。研究结果还表明,在住宿共享中,导致高层次态度忠诚的配置与导致高层次行为忠诚的配置有所不同。
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引用次数: 0
Corruptive practices, digitalization, and international business 腐败行为、数字化和国际商业
IF 11.3 1区 管理学 Q1 Business, Management and Accounting Pub Date : 2024-05-29 DOI: 10.1016/j.jbusres.2024.114748
Jeoung Yul Lee , Byung Il Park , Pervez N. Ghauri , Vikas Kumar

This perspective paper, including the role of an editorial, systematically reviews extant studies on ‘multinational corporations’ corruption’ and ‘digitalization’ in the international business (IB) domain, revealing why this special issue is both timely and necessary. We chronologically identify recent key studies that have been influential in the research on corruptive practices and digitalization in IB, and examine their main findings. We find that interdisciplinary research simultaneously exploring corruptive practices and digitalization is still in its infancy, and while some contributions have been made, there is still a large research vacuum. In addition, we introduce the twelve papers chosen for this special issue, which we believe represent meaningful breakthroughs and offer useful academic implications. We conclude by suggesting invaluable paths for future research to extend our understanding of the theme.

本视角论文(包括社论)系统地回顾了国际商务(IB)领域关于 "跨国公司腐败 "和 "数字化 "的现有研究,揭示了本特刊的及时性和必要性。我们按时间顺序梳理了近期在国际商务领域腐败行为和数字化研究中具有影响力的重要研究,并考察了这些研究的主要发现。我们发现,同时探索腐败行为和数字化的跨学科研究仍处于起步阶段,虽然已经做出了一些贡献,但仍存在很大的研究真空。此外,我们还介绍了本特刊所选的十二篇论文,我们认为这些论文代表了有意义的突破,并提供了有益的学术启示。最后,我们将为今后的研究提出宝贵的建议,以拓展我们对这一主题的理解。
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引用次数: 0
How do customers experience terroir? An investigation of its ability to increase brand relationship quality 客户如何体验风土?调查风土条件提高品牌关系质量的能力
IF 11.3 1区 管理学 Q1 Business, Management and Accounting Pub Date : 2024-05-28 DOI: 10.1016/j.jbusres.2024.114712
Julien Couder , Pierre Valette-Florence

While global branding and international production processes tend to blur the impact of country-of-origin mentions, consumer interest in more limited areas of origin, such as terroir, seems to be growing steadily. This research examines the ability of terroir perceptions to promote brand relationship quality. Two studies were conducted: a first exploratory projective qualitative (album on line method) study investigates consumer perceptions of terroir. A second study, based on a structural equation modeling approach, makes it possible to specify and test a causal model anchored in the affective and cognitive pathways of the BRQ model proposed by Nyffenegger et al. (2015).

The results highlight how terroir can increase enchantment and the affective and cognitive quality of the brand relationship. They also suggest that the mechanisms underlying this relational potential lie in psychological distance from place and the ability of terroir to promote perceived brand authenticity.

虽然全球品牌和国际生产流程往往会模糊原产国提及的影响,但消费者对风土等更有限的原产地的兴趣似乎在稳步增长。本研究探讨了风土认知促进品牌关系质量的能力。共进行了两项研究:第一项探索性的投射定性研究(在线专辑法)调查了消费者对风土的看法。第二项研究基于结构方程建模方法,可以根据尼芬格尔等人(2015 年)提出的 BRQ 模型的情感和认知路径,指定并测试一个因果模型。
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引用次数: 0
Less is more: Engagement with the content of social media influencers 少即是多:参与社交媒体影响者的内容
IF 11.3 1区 管理学 Q1 Business, Management and Accounting Pub Date : 2024-05-28 DOI: 10.1016/j.jbusres.2024.114746
Jesse Pieter van der Harst , Spyros Angelopoulos

We draw upon theories of social media engagement to explore the factors affecting the success of the various influencer types, based on the size of their audience. We use the social media content of 8,076 influencers and employ sentiment analysis of text and facial recognition analysis of pictures in their content to examine what drives engagement. We show that the social media content of micro-influencers is more likely to be marked as favourite, while the content of other influencer types is more likely to be shared. We further show that including pictures in the content can result in higher engagement and that showing a person in the pictures also affects engagement, but the strength of this effect depends on the size of the influencer’s audience. Our findings provide novel insights into the theories of social media engagement and sorely needed practical implications regarding content creation on social media platforms.

我们借鉴社交媒体参与度理论,根据受众规模探讨影响各种类型有影响力者成功的因素。我们使用 8,076 名有影响力者的社交媒体内容,并对其内容中的文字进行情感分析,对图片进行面部识别分析,以研究是什么推动了参与度的提高。我们发现,微影响力者的社交媒体内容更有可能被标记为最爱,而其他类型影响力者的内容则更有可能被分享。我们进一步表明,在内容中加入图片可以提高参与度,在图片中显示人物也会影响参与度,但这种影响的强度取决于影响者受众的规模。我们的研究结果为社交媒体参与理论提供了新颖的见解,也为社交媒体平台上的内容创作提供了急需的实践意义。
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引用次数: 0
Do we think and feel Alike? field evidence on developing a shared reality when dealing with service robots 在与服务机器人打交道时,我们是否有共同的想法和感受?
IF 11.3 1区 管理学 Q1 Business, Management and Accounting Pub Date : 2024-05-28 DOI: 10.1016/j.jbusres.2024.114729
Mark Steins , Marc Becker , Gaby Odekerken-Schröder , Frank Mathmann , Dominik Mahr , Rebekah Russell-Bennett

Service robot research recognizes that dyadic customer–service provider interactions do not occur in isolation, yet it has not comprehensively detailed human–robot interaction (HRI) in collective service settings. The current article analyzes 1107 online hotel reviews referring to service robots, identifying how customers appraise and cope with HRI during collective service experiences. From this, the authors propose a conceptual model of the impact of HRI on post-purchase outcomes. Tests of the model with field data from 310 customers who interacted with a restaurant robot reveal that challenge appraisals of HRI drive problem-focused, emotion-focused, and support-seeking coping strategies. In contrast, threat appraisals lead only to emotion-focused coping. Such coping efforts during collective service experiences produce shared realities of the robot across customers, reducing their switching intention and enhancing relational service well-being. Service providers should actively mitigate threat appraisals, promote challenge appraisals and support customers in coping with frontline service robots.

服务机器人研究认识到,顾客与服务提供商之间的二元互动并不是孤立发生的,但还没有全面详细地研究集体服务环境中的人机互动(HRI)。本文分析了 1107 篇涉及服务机器人的在线酒店评论,确定了顾客在集体服务体验中如何评价和应对 HRI。由此,作者提出了一个关于 HRI 对购买后结果影响的概念模型。利用 310 位与餐厅机器人互动的顾客的现场数据对该模型进行了测试,结果显示,对 HRI 的挑战性评价会驱动以问题为中心、以情感为中心和以寻求支持为中心的应对策略。与此相反,威胁评价只导致以情绪为中心的应对策略。服务提供商应积极减轻威胁评价,促进挑战评价,支持顾客应对一线服务机器人。
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引用次数: 0
Cultural bridges in Business: Critical review and future directions in cross-cultural B2B relationships 商业中的文化桥梁:跨文化 B2B 关系的重要回顾与未来方向
IF 11.3 1区 管理学 Q1 Business, Management and Accounting Pub Date : 2024-05-25 DOI: 10.1016/j.jbusres.2024.114721
Prathamesh Kittur , Shailja Agarwal

With the coming of age of business‐to‐business (B2B) marketing in the last three decades, the influence of culture on cross-cultural B2B relationships has received considerable attention in the academic literature in recent years. Despite the efforts, the research domain suffers from theoretical limitations, fragmented efforts, and practical concerns, which need attention. This article aims to consolidate the existing knowledge by unpacking the evolution of this research domain over time and to provide grounds for future research. Using the theory, context, characteristics, and methods (TCCM framework), we conduct a systematic literature review of 74 relevant articles published between 1993–2024 and critically evaluate the progression of research in this domain. We contribute to the existing pool of knowledge by investigating the theories, contexts, characteristics, and methods used in existing cross-cultural B2B research and offer concrete suggestions for upcoming research in the domain. Further, we also advance a conceptual framework that provides a comprehensive understanding of the key mediators, moderators, and outcomes of B2B relationships in a cross-cultural context, thus providing key avenues for future research.

近三十年来,随着企业对企业(B2B)营销时代的到来,文化对跨文化 B2B 关系的影响近年来在学术文献中受到了广泛关注。尽管付出了努力,但该研究领域仍存在理论局限性、工作分散性和实际问题,需要引起重视。本文旨在通过解读该研究领域的长期演变来巩固现有知识,并为未来研究提供依据。利用理论、背景、特征和方法(TCCM 框架),我们对 1993-2024 年间发表的 74 篇相关文章进行了系统的文献综述,并对该领域的研究进展进行了批判性评估。我们调查了现有跨文化 B2B 研究中使用的理论、背景、特征和方法,为现有知识库做出了贡献,并为该领域即将开展的研究提供了具体建议。此外,我们还提出了一个概念框架,该框架提供了对跨文化背景下 B2B 关系的关键中介、调节因素和结果的全面理解,从而为未来研究提供了重要途径。
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引用次数: 0
The double-edged sword in the digitalization of human resource management: Person-environment fit perspective 人力资源管理数字化的双刃剑:人与环境契合的视角
IF 11.3 1区 管理学 Q1 Business, Management and Accounting Pub Date : 2024-05-25 DOI: 10.1016/j.jbusres.2024.114738
Chunping Deng, Huimin Li, Yuye Wang, Rong Zhu

Digital technology brings opportunities and challenges for human resource management (HRM). However, little is understood about how the compatibility between employees’ needed and organizations’ supplied digitalization of HRM (DHRM) is associated with employee outcomes. In this study, we drew on the person-environment (P-E) fit theory and utilized a manager-employee paired sample from 205 firms to explore the relationship between fit in employees’ needed and organizations’ supplied DHRM (i.e., algorithmic recording and automatic analysis) and employees’ cognitive responses. Results indicate that fit in DHRM is a double-edged sword. While fit in the algorithmic recording is positively related to perceived insider status, fit in the automatic analysis is negatively related to competence mobilization. Furthermore, the relationship between misfit in DHRM and employees’ cognitive responses is moderated by leaders’ influence tactics in terms of leader empathy and coalition influence tactics. This study enriches research on DHRM by examining fit from a dyadic perspective.

数字技术为人力资源管理(HRM)带来了机遇和挑战。然而,人们对员工的需求与组织提供的人力资源管理数字化(DHRM)之间的兼容性如何与员工的结果相关却知之甚少。在本研究中,我们借鉴了人与环境(P-E)契合理论,利用来自 205 家企业的管理者与员工配对样本,探讨了员工需求与组织提供的数字化人力资源管理(即算法记录和自动分析)之间的契合度与员工认知反应之间的关系。结果表明,人力资源管理系统的契合度是一把双刃剑。算法记录中的契合度与感知内部人地位呈正相关,而自动分析中的契合度与能力调动呈负相关。此外,在领导者移情和联盟影响策略方面,领导者的影响策略会调节 DHRM 中的不适合度与员工认知反应之间的关系。本研究通过从二元对立的角度考察契合度,丰富了对人力资源管理的研究。
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引用次数: 0
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Journal of Business Research
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