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Online reviews: A literature review and roadmap for future research 在线评论:文献综述和未来研究路线图
IF 5.9 2区 管理学 Q1 BUSINESS Pub Date : 2025-06-01 DOI: 10.1016/j.ijresmar.2024.08.009
Martina Pocchiari , Davide Proserpio , Yaniv Dover
This paper reviews and synthesizes existing research on online reviews, addresses the knowledge gaps, and proposes directions for future research. Taking an interdisciplinary approach, we delve into the stages of the online review process (creation, engagement, impact, and insight) and discuss how they are affected by behavioral biases, review formats, reviewer identity, managerial interventions, and platform design. We discuss the benefits of online reviews—from boosting sales to impacting firms’ reputations and reducing information asymmetries—and the flaws that can compromise their reliability and helpfulness, including promotional reviews, behavioral biases, and context effects. Finally, we identify research gaps in the literature and propose a roadmap for future research. As technology advances and consumer needs evolve, the complexity of online reviews must be further explored to unleash novel insights, guide decisions, and better shape the future landscape of digital platforms.
本文回顾并综合了有关在线评论的现有研究,探讨了知识差距,并提出了未来研究的方向。我们采用跨学科方法,深入探讨了在线评论过程的各个阶段(创建、参与、影响和洞察),并讨论了行为偏见、评论格式、评论者身份、管理干预和平台设计对这些阶段的影响。我们讨论了在线评论的益处--从促进销售到影响公司声誉和减少信息不对称,以及可能损害其可靠性和有用性的缺陷,包括促销评论、行为偏差和情境效应。最后,我们指出了文献中的研究空白,并提出了未来研究的路线图。随着技术的进步和消费者需求的发展,我们必须进一步探索在线评论的复杂性,以获得新的见解、指导决策,并更好地塑造数字平台的未来格局。
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引用次数: 0
Emoji marketing: Toward a theory of brand paralinguistics 表情符号营销:迈向品牌副语言学理论
IF 5.9 2区 管理学 Q1 BUSINESS Pub Date : 2025-03-01 DOI: 10.1016/j.ijresmar.2024.06.002
Jacob Almaguer , Reto Felix , Colleen M. Harmeling
Emojis, or pictographs that supplement or replace written language, have become ubiquitous in contemporary communication, including emoji marketing. Drawing on insights from linguistics and sign theory, the current research proposes an emoji marketing framework in which emoji symbolism (symbolic vs. iconic emoji use) affects consumers’ message appraisals (perceived message intimacy and clarity), which in turn influence brand cultural relevance (propositions P1 and P2). Emoji syntax (i.e., whether emojis are supplemented with text or not) and marketer-consumer group relatedness (shared vs. unshared group membership) moderate the relationship between emoji symbolism and consumers’ message appraisals. The framework suggests that messages that use emojis as symbols, relative to no-emoji (text-only) marketing messages, evoke greater perceived message clarity (P3a) and greater perceived message intimacy (P4a) if those emojis are supplemented with text, as well as greater intimacy if group relatedness is shared (P5a). In contrast, if messages use emojis as icons, again relative to no-emoji (text-only) marketing messages, they produce greater perceived message clarity if emojis are not supplemented with text (P3b) and higher perceived message clarity and intimacy regardless of marketer-consumer group relatedness (P4b and P5b). The authors present several implications and pertinent avenues for research that can leverage this novel emoji marketing framework.
表情符号,或补充或取代书面语言的象形文字,在当代交流中无处不在,包括表情符号营销。根据语言学和符号理论的见解,目前的研究提出了一个表情符号营销框架,其中表情符号的象征意义(符号与符号的使用)影响消费者的信息评价(感知到的信息亲密度和清晰度),进而影响品牌文化相关性(命题P1和P2)。表情符号语法(即表情符号是否补充文字)和营销-消费者群体相关性(共享与非共享组成员)调节表情符号符号与消费者信息评价之间的关系。该框架表明,使用表情符号作为符号的信息,相对于没有表情符号(纯文本)的营销信息,如果这些表情符号补充了文本,则会唤起更大的感知信息清晰度(P3a)和更大的感知信息亲密度(P4a),如果共享群体关系,则会产生更大的亲密度(P5a)。相比之下,如果消息使用表情符号作为图标,同样相对于没有表情符号(纯文本)的营销消息,如果表情符号没有补充文字(P3b),它们会产生更高的感知信息清晰度(P4b和P5b),无论营销人员与消费者群体的关系如何,它们都会产生更高的感知信息清晰度和亲切感(P4b和P5b)。作者提出了几个影响和相关的研究途径,可以利用这个新颖的表情符号营销框架。
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引用次数: 0
The power of generative marketing: Can generative AI create superhuman visual marketing content? 生成式营销的力量:生成式人工智能能创造超人的视觉营销内容吗?
IF 5.9 2区 管理学 Q1 BUSINESS Pub Date : 2025-03-01 DOI: 10.1016/j.ijresmar.2024.09.002
Jochen Hartmann , Yannick Exner , Samuel Domdey
Generative AI’s capacity to create photorealistic images has the potential to augment human creativity and disrupt the economics of visual marketing content production. This research systematically compares the performance of AI-generated to human-made marketing images across important marketing dimensions. First, we prompt seven state-of-the-art generative text-to-image models (DALL-E 3, Midjourney v6, Firefly 2, Imagen 2, Imagine, Stable Diffusion XL Turbo, and Realistic Vision) to create 10,320 synthetic marketing images, using 2,400 real-world, human-made images as input. 254,400 human evaluations of these images show that AI-generated marketing imagery can surpass human-made images in quality, realism, and aesthetics. Second, we give identical creative briefings to commissioned human freelancers and the AI models, showing that the best synthetic images also excel in ad creativity, ad attitudes, and prompt following. Third, a field study with more than 173,000 impressions demonstrates that AI-generated banner ads can compete with professional human-made stock photography, achieving an up to 50% higher click-through rate than a human-made image. Collectively, our findings suggest that the paradigm shift brought about by generative AI can help advertisers produce marketing content not only faster and orders of magnitude cheaper but also at superhuman effectiveness levels with important implications for firms, consumers, and policymakers. To facilitate future research on AI-generated marketing imagery, we release GenImageNet that contains all of our synthetic images and their human ratings.
生成式人工智能创造逼真图像的能力有可能增强人类的创造力,并颠覆视觉营销内容生产的经济性。本研究系统地比较了人工智能生成的营销形象和人工制作的营销形象在重要营销维度上的表现。首先,我们使用了7个最先进的生成文本到图像模型(DALL-E 3、Midjourney v6、Firefly 2、Imagen 2、Imagine、Stable Diffusion XL Turbo和Realistic Vision),使用2400张真实世界的人造图像作为输入,创建了10320张合成营销图像。对这些图像进行的254,400次人工评估表明,人工智能生成的营销图像在质量、真实感和美学方面可以超越人造图像。其次,我们向受委托的人类自由职业者和人工智能模型提供相同的创意简报,表明最好的合成图像在广告创意、广告态度和迅速跟进方面也表现出色。第三,一项超过17.3万次展示的实地研究表明,人工智能生成的横幅广告可以与专业的人造图片相竞争,其点击率比人造图片高出50%。总的来说,我们的研究结果表明,生成式人工智能带来的范式转变不仅可以帮助广告商更快、更便宜地制作营销内容,而且还可以达到超人的效率水平,这对公司、消费者和政策制定者具有重要意义。为了促进未来对人工智能生成的营销图像的研究,我们发布了GenImageNet,其中包含我们所有的合成图像及其人类评级。
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引用次数: 0
Customer traffic and customer experience: Creating a contrived similarity to address the crowding dilemma 客户流量和客户体验:创造假想的相似性,解决拥挤困境
IF 5.9 2区 管理学 Q1 BUSINESS Pub Date : 2025-03-01 DOI: 10.1016/j.ijresmar.2024.07.006
Lili Wenli Zou , Chi Kin (Bennett) Yim
Improving customers’ experiences by reducing their negative reactions to a crowded environment continues to be a challenge for brick-and-mortar stores. Drawing from the social identity theory, this research proposes that stores could mitigate customers’ crowding perceptions in a high customer density environment by creating a contrived similarity shared among customers that is assigned, observable, and trivial. A total of seven studies (N = 3,343), including two field experiments, one simulated study, and four online experiments, affirm the contrived similarity effect on alleviating customers’ perceptions of crowding when customer density is high, and this effect is mediated by eliciting a situational in-group identification among customers and moderated by customers’ perceived self-uncertainty. This research enriches the literatures on crowding and similarity, as well as social identity theory. Its results also provide implications for service managers facing the crowding dilemma, who must find ways to manage customer traffic and customer experience effectively.
通过减少顾客对拥挤环境的负面反应来改善他们的购物体验仍然是实体店面临的一项挑战。本研究从社会认同理论出发,提出商店可以通过在顾客之间创造一种指定的、可观察到的、微不足道的相似性,来减轻顾客在高顾客密度环境中的拥挤感。共有七项研究(N = 3,343),包括两项现场实验、一项模拟研究和四项在线实验,证实了当顾客密度较高时,假定相似性对缓解顾客拥挤感的作用,而这种作用是通过激发顾客的情境内群体认同来实现的,并受到顾客感知到的自我不确定性的调节。这项研究丰富了有关拥挤和相似性以及社会认同理论的文献。研究结果还为面临拥挤困境的服务管理人员提供了启示,他们必须找到有效管理顾客流量和顾客体验的方法。
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引用次数: 0
Balancing exclusivity and inclusivity through the strategic domestication of the luxury retail experience 通过对奢侈品零售体验进行战略性本土化,平衡专属性和包容性
IF 5.9 2区 管理学 Q1 BUSINESS Pub Date : 2025-03-01 DOI: 10.1016/j.ijresmar.2024.05.001
Alain Debenedetti , Déborah Philippe , Delphine Dion
The mass-marketization of the luxury field results in a conundrum for brands: how to sell to the new mass of luxury consumers while continuing to conform to expectations of a singular, exclusive, and elitist experience. In contrast with prior research, which primarily focuses on understanding how luxury brands maintain their exclusivity despite market pressures toward “mass-marketization”, we draw on the institutional logics framework to explore how luxury mobilizes domestic elements in the service encounter to manage inclusivity and exclusivity imperatives in a context of massification. We show that the strategic mobilization of the domestic logic and its articulation with the market logic enable luxury brands to balance these contradictory imperatives. We identify three strategies that brands deploy in their retail stores: disguise (camouflaging the market logic under layers of domesticity), hybridization (blending domestic and market logics), and juxtaposition (partitioning domestic and market logics). Our findings suggest that domesticity can be mobilized both as an integration and a separation mechanism and that the “domestication” of the luxury retail experience enables brands to situate their customers at different levels of the consumption experience. Building on these findings, we give brands and operational managers working in luxury firms several avenues for improving the way they manage customer experience and service encounters.
奢侈品领域的大规模市场化给品牌带来了一个难题:如何向新的奢侈品消费者群体销售产品,同时继续符合他们对独特、独家和精英体验的期望。先前的研究主要关注奢侈品品牌如何在市场压力下保持其排他性,而我们利用制度逻辑框架来探讨奢侈品如何在服务遭遇中调动国内元素,以在大众化背景下管理包容性和排他性。我们表明,国内逻辑的战略动员及其与市场逻辑的衔接使奢侈品牌能够平衡这些矛盾的必要性。我们确定了品牌在其零售商店中采用的三种策略:伪装(在家庭生活层下伪装市场逻辑),杂交(混合国内和市场逻辑)和并置(划分国内和市场逻辑)。我们的研究结果表明,家属化既可以作为一种整合机制,也可以作为一种分离机制,奢侈品零售体验的“家属化”使品牌能够将客户置于不同的消费体验层次。在这些发现的基础上,我们为在奢侈品公司工作的品牌和运营经理提供了几种改进他们管理客户体验和服务的方法。
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引用次数: 0
Value outcomes in Airbnb as a chronotopic service 作为时序服务的 Airbnb 的价值成果
IF 5.9 2区 管理学 Q1 BUSINESS Pub Date : 2025-03-01 DOI: 10.1016/j.ijresmar.2024.05.008
Marian Makkar , Samuelson Appau , Russell W. Belk
Many types of consumption—including events, traveling, and accommodation—primarily focus on selling time in space to consumers. That is, their business model is based on charging consumers for spending time in provided spaces (or places), with prices varying depending on the type of space and how much time consumers spend in that space. Using Bakhtin’s notion of chronotopes, we develop the concept of chronotopic services to describe these types of services that primarily sell time-in-space to consumers. Airbnb is an example of a chronotopic service. In a six-year multimethod qualitative study of consumers’ experiences with Airbnb we examine how such chronotopic services occur and how they shape consumption value outcomes in Airbnb. We conceptualize chronotopic services by noting three affordances that characterize Airbnb—temporal, spatial, and spatiotemporal affordances. We show how these three chronotopic affordances enable the orchestration of consumption value outcomes through heterotemporality, heterotopia, and hybridity. We contribute to services and consumer research on the role of space and time in the consumption of services by demonstrating how chronotopic affordances shape consumption outcomes and consumer experiences. This research also highlights the implications of the time-in-space aspects of chronotopic services and how value is created and destroyed because of its chronotopic nature. We discuss the implications of our findings for understanding the consumption of other chronotopic services and how chronotopic affordances shape other forms of consumption.
许多类型的消费——包括活动、旅行和住宿——主要集中在向消费者出售时间和空间。也就是说,他们的商业模式是基于向消费者在提供的空间(或地点)中花费的时间收费,价格根据空间类型和消费者在该空间中花费的时间而变化。利用巴赫金的时位概念,我们发展了时位服务的概念来描述这些主要向消费者出售空间时间的服务类型。Airbnb就是一个按时服务的例子。在一项为期六年的消费者使用爱彼迎体验的多方法定性研究中,我们研究了这种分时服务是如何发生的,以及它们如何影响爱彼迎的消费价值结果。我们通过注意到airbnb的三个特征——时间、空间和时空的能力,来概念化分时服务。我们展示了这三种时位功能如何通过异时性、异托邦和杂交性来实现消费价值结果的协调。我们为服务和消费者研究空间和时间在服务消费中的作用做出了贡献,展示了时间差的能力如何影响消费结果和消费者体验。本研究还强调了随时异变服务的时空含义,以及随时异变服务的价值是如何被创造和破坏的。我们讨论了我们的研究结果对理解其他分时服务的消费以及分时功能如何影响其他形式的消费的影响。
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引用次数: 0
Measuring the long-term impact of business school research on academia, teaching, society and decision makers 衡量商学院研究对学术界、教学、社会和决策者的长期影响
IF 5.9 2区 管理学 Q1 BUSINESS Pub Date : 2025-03-01 DOI: 10.1016/j.ijresmar.2024.10.009
Michael Haenlein , Andrew Jack
Research shapes, in one way or another, the activities of nearly every business school. It is a cornerstone that defines institutional prestige, faculty recruitment, and student demand. However, despite the billions invested annually, much of this research receives limited attention beyond academia. This article introduces a comprehensive conceptual framework that distinguishes between four types of impact, depending on the primary stakeholder group the research addresses. We separate academic, teaching, societal, and managerial impact through its influence on the behavior of fellow academics, consumers/ public policymakers, students, and managers. By proposing a set of short-term impact signals and medium-term impact measures, we map the path from research publication to long-term impact. Our framework offers actionable insights for business school deans, journal editors, and faculty. We identify current challenges in measuring research impact, including output variety, attribution, and data availability. We hope our framework can guide decision-makers seeking to enhance the visibility and real-world influence of business school research. This article accompanies and explains the underlying thinking in an experimental new standalone Financial Times research ranking (www.ft.com/bsis)
研究以这样或那样的方式影响着几乎每一所商学院的活动。它是决定学校声誉、教师招聘和学生需求的基石。然而,尽管每年投入数十亿美元,但许多此类研究在学术界之外受到的关注有限。本文介绍了一个全面的概念框架,区分了四种类型的影响,这取决于主要利益相关者群体的研究地址。我们通过对学术界同仁、消费者/公共政策制定者、学生和管理者行为的影响,将学术、教学、社会和管理影响分开。通过提出一套短期影响信号和中期影响措施,我们绘制了从研究发表到长期影响的路径。我们的框架为商学院院长、期刊编辑和教职员工提供了可行的见解。我们确定了衡量研究影响的当前挑战,包括产出的多样性、归因和数据的可用性。我们希望我们的框架能够指导决策者提高商学院研究的可见度和现实影响力。本文附带并解释了英国《金融时报》一项新的实验性独立研究排名(www.ft.com/bsis)的基本思路。
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引用次数: 0
Party over product: People exaggerate the influence of political cues on others’ consumption preferences 党派重于产品:人们夸大政治线索对他人消费偏好的影响
IF 5.9 2区 管理学 Q1 BUSINESS Pub Date : 2025-03-01 DOI: 10.1016/j.ijresmar.2024.07.007
Justin Pomerance , Leaf Van Boven
Consumers often confront offerings that are associated with political cues. For example, a coffee company may tout its liberal relations with employees or suppliers, or may hang bathroom signs that promise to please liberals. In this research, we demonstrate that consumers overestimate how much these partisan cues influence others’ preferences, a pattern we term exaggerated preference polarization. We demonstrate exaggerated preference polarization in five studies, and show that it is robust across a variety of common consumption scenarios. While prior research demonstrates that people often overestimate others’ partisanship, the present research demonstrates that people overestimate the influence of partisan cues on other consumers’ preferences. This research contributes to the literature by identifying a novel way in which political polarization influences consumption behavior, especially for interpersonal decision making. This work also has important implications for firms, who should recognize that people will be more responsive to political signals when choosing for others. We discuss further contributions and directions for future research in the general discussion.
消费者经常会面对与政治暗示相关的产品。例如,一家咖啡公司可能会吹嘘其与员工或供应商的自由关系,或者在浴室里悬挂承诺取悦自由主义者的标志。在这项研究中,我们证明了消费者高估了这些党派线索对他人偏好的影响程度,我们将这种模式称为 "偏好极化"。我们在五项研究中证明了夸大的偏好极化现象,并表明这种现象在各种常见的消费场景中都很稳定。以前的研究表明,人们经常会高估他人的党派倾向,而本研究则表明,人们会高估党派线索对其他消费者偏好的影响。本研究发现了政治两极化影响消费行为的一种新方式,尤其是对人际决策的影响,从而为相关文献做出了贡献。这项工作对企业也有重要意义,因为企业应该认识到,人们在为他人做选择时会对政治信号做出更积极的反应。我们将在总论中讨论进一步的贡献和未来的研究方向。
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引用次数: 0
Toward open science in marketing research 走向市场研究的开放科学
IF 5.9 2区 管理学 Q1 BUSINESS Pub Date : 2025-03-01 DOI: 10.1016/j.ijresmar.2024.12.005
Lachlan Deer , Susanne J. Adler , Hannes Datta , Natalie Mizik , Marko Sarstedt
The open science paradigm has gained prominence in marketing as researchers seek to enhance the validity, reliability, and transparency of research methods and findings. Journals and institutions increasingly encourage or require open science practices, and many authors have started to adapt to and meet these new research and publishing expectations. We provide guidance for effectively implementing open science practices in empirical marketing research. Our recommendations, are tailored to the unique methodological approaches and challenges of each subdiscipline and their specific research contexts. Successful integration of these practices into academic marketing research will require concerted and collaborative efforts among authors, journals, institutions, and funding agencies. We argue that the gradual, thoughtful adoption of these principles and practices will improve the quality and efficiency of scientific discovery.
随着研究人员寻求提高研究方法和发现的有效性、可靠性和透明度,开放科学范式在市场营销中获得了突出地位。期刊和机构越来越鼓励或要求开放科学实践,许多作者已经开始适应和满足这些新的研究和出版期望。我们为在实证营销研究中有效实施开放科学实践提供指导。我们的建议是针对每个子学科及其特定研究背景的独特方法和挑战量身定制的。将这些实践成功地整合到学术营销研究中,需要作者、期刊、机构和资助机构之间的协调和合作努力。我们认为,逐步地、深思熟虑地采用这些原则和做法将提高科学发现的质量和效率。
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引用次数: 0
Introducing specialist private labels: How reducing manufacturers’ competing assortment size affects retailer performance 引入专业自有品牌:减少制造商竞争品种大小如何影响零售商绩效
IF 5.9 2区 管理学 Q1 BUSINESS Pub Date : 2025-03-01 DOI: 10.1016/j.ijresmar.2024.08.002
Stijn Maesen
Grocery retailers are increasingly introducing specialist private label products, leading to competition with manufacturers’ national brand products. In turn, retailers might consider reducing specialist national brand assortment size, but how this affects retailer performance is unclear. To address this question, this research analyses store-level scanner data before and after the launch of a specialist organic private label (OPL) line in 13 product categories. The results indicate that OPL introduction leads to significant reductions in organic national brand (ONB) assortment size. This amplifies OPL success by strengthening the positive relationship between OPL assortment size and OPL market share. However, while reducing ONB assortment size can amplify OPL success, it decreases overall sales in the category. A key contextual factor is the degree of organic product penetration in the category assortment. When organic penetration is lower, the beneficial effects of reducing ONB assortment size for the OPL line are weaker and the harmful effects for the category stronger. These findings provide novel insight into how disinvesting in national brand assortments when launching specialist private label products helps and harms retailers. That is, retail stores may be better off not reducing national brand assortments because doing so can result in a ‘larger share of a smaller pie’, especially when penetration of products with the specialist attribute is low.
杂货零售商越来越多地推出专业的自有品牌产品,导致与制造商的民族品牌产品的竞争。反过来,零售商可能会考虑减少专业国家品牌的分类规模,但这如何影响零售商的业绩尚不清楚。为了解决这个问题,本研究分析了13个产品类别的专业有机自有品牌(OPL)线推出前后的商店级扫描仪数据。结果表明,OPL的引入导致有机民族品牌(ONB)分类规模的显著降低。这通过加强OPL分类规模和OPL市场份额之间的正相关关系,放大了OPL的成功。然而,虽然减少ONB分类规模可以扩大OPL的成功,但它会降低该类别的整体销售额。一个关键的语境因素是有机产品在类别分类中的渗透程度。当有机渗透度较低时,减小ONB分类尺寸对OPL品系的有利影响较弱,而对品系的有害影响较强。这些发现提供了新颖的见解,说明在推出专业自有品牌产品时,减少对国家品牌的投资是如何帮助和损害零售商的。也就是说,零售商店最好不要减少国家品牌的分类,因为这样做可能会导致“在小蛋糕中获得更大的份额”,特别是在具有专业属性的产品渗透率较低的情况下。
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引用次数: 0
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International Journal of Research in Marketing
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