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EXPRESS: Authenticity in Influencer Marketing: How Can Influencers and Brands Work Together to Build and Maintain Influencer Authenticity? 网红营销中的真实性:网红和品牌如何共同建立和保持网红的真实性?
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2025-02-06 DOI: 10.1177/00222429251319786
Barbara Duffek, Andreas B. Eisingerich, Omar Merlo, Guan Lee
This study examines how different stakeholders perceive influencer authenticity, revealing the misalignments that arise when each group prioritizes different aspects of authenticity. In doing so, the authors generate new theory on influencer marketing and provide managerial insights for brands and agencies to collaborate effectively with influencers to resolve these misalignments and ultimately build and sustain influencer authenticity. Using exploratory, in-depth interviews with consumers, influencers, brand managers, and influencer marketing agencies, the study triangulates stakeholder perspectives on influencer authenticity. Specifically, it examines the misalignment among these groups through the lens of assemblage theory and explores how these misalignments may be resolved to produce successful and lasting influencer assemblages. Finally, it explores how influencer marketing agencies can help manage authenticity misalignments.
本研究考察了不同的利益相关者如何看待影响者的真实性,揭示了当每个群体优先考虑真实性的不同方面时出现的不一致。在此过程中,作者提出了关于网红营销的新理论,并为品牌和代理商提供了管理见解,以有效地与网红合作,解决这些错位,最终建立和维持网红的真实性。通过对消费者、网红、品牌经理和网红营销机构的探索性深入访谈,本研究对利益相关者对网红真实性的看法进行了三角分析。具体而言,它通过组合理论的镜头检查这些群体之间的错位,并探讨如何解决这些错位,以产生成功和持久的影响者组合。最后,它探讨了网红营销机构如何帮助管理真实性错位。
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引用次数: 0
EXPRESS: Displaying the Amount of Consumption Time in Online Reviews Can Affect Helpful Votes EXPRESS:显示在线评论中消费时间的数量会影响有用的投票
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2025-02-06 DOI: 10.1177/00222429251321370
Zheng Zhang, Wenjun Zhou, Michelle Andrews
Some review platforms display how long reviewers used a product alongside their review. The authors investigate whether doing so translates to more helpful reviews. Using online reviews of video games from a video game platform and leveraging its unique playtime tracking feature, they find the relationship between the amount of time playing a game before posting a review and the number of helpful votes the review receives follows a u-shape, where shorter and longer playtimes correspond to more votes, while intermediate times correspond to fewer votes. How displayed consumption time affects consumer expectations potentially explains this relationship. The less time reviewers spend consuming a product, the lower others’ expectations of review helpfulness may be and hence the more lenient their judgements. More consumption time may increase these expectations, but extensive consumption time could overcome this higher bar by signaling credibility. Moderation results related to reviewer experience signaling and review or product characteristics, as well as mediation results involving consumer-gifted review awards help support this context-based expectations account. These results are robust to conditioning out review, reviewer, and game level factors, sample matching, and other settings. The findings have implications for reducing the asymmetric information problem, managing expectations, and optimizing reviews.
一些评论平台会在评论旁边显示评论者使用产品的时间。作者调查了这样做是否会转化为更有用的评论。通过使用某电子游戏平台的在线评论并利用其独特的游戏时间追踪功能,他们发现在发表评论前玩游戏的时间与评论获得的有益投票数量之间的关系呈u形,即游戏时间越短越长对应的投票越多,而游戏时间越长则对应的投票越少。显示的消费时间如何影响消费者的预期,这可能解释了这种关系。评论者花在产品上的时间越少,其他人对评论的期望就越低,因此他们的判断也就越宽容。更多的消费时间可能会增加这些预期,但大量的消费时间可以通过表明可信度来克服这个更高的门槛。与评论者体验信号和评论或产品特征相关的调节结果,以及涉及消费者天赋评论奖励的中介结果,有助于支持这种基于上下文的期望解释。这些结果对于评论、评论者、游戏关卡因素、样本匹配和其他设置都是稳健的。这些发现对减少信息不对称问题、管理期望和优化评审具有启示意义。
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引用次数: 0
EXPRESS: Sales Pipeline Technology: Automated Lead Nurturing EXPRESS:销售管道技术:自动化潜在客户培育
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2025-02-06 DOI: 10.1177/00222429251321417
Johannes Habel, Nathaniel N. Hartmann, Phillip Wiseman, Michael J. Ahearne, Shashank Vaid
Many business-to-business sales firms use automated lead nurturing (ALN) systems, which track leads’ online behavior and nurture them through personalized content. ALN software providers claim that ALN improves lead conversion, but whether this benefit materializes is unclear. Therefore, this research examines ALN’s effect across one qualitative and three quantitative studies. The findings indicate that ALN can provide valuable information to both sellers and leads and thereby improve the quality of salesperson–lead interactions, which in turn drives lead conversion. On average, ALN increases the probability of lead conversion between 0 (Studies 1, 3) and 23 (Study 2) percentage points. However, these effects strongly depend on a lead’s sales cycle length, expected sales volume, and preexisting relationship with the seller. Thereby, this article conducts the first rigorous “fact check” of ALN and provides evidence that understanding the effect of ALN requires a contingency view. The findings also call on practitioners to change their current practices related to ALN. Rather than accepting industry claims at face value, practitioners should verify whether ALN improves lead conversion in their specific context. Furthermore, they should employ ALN particularly for leads where information asymmetry persists and is unlikely to be resolved through other, more costly means.
许多b2b销售公司使用自动化潜在客户培养(ALN)系统,跟踪潜在客户的在线行为,并通过个性化内容培养他们。ALN软件供应商声称ALN可以提高潜在客户的转化率,但这种效益能否实现尚不清楚。因此,本研究通过一个定性研究和三个定量研究来检验ALN的影响。研究结果表明,ALN可以为卖家和潜在客户提供有价值的信息,从而提高销售-潜在客户互动的质量,从而推动潜在客户的转化。平均而言,ALN增加了0(研究1、3)到23(研究2)个百分点的铅转化概率。然而,这些影响很大程度上取决于潜在客户的销售周期长度、预期销售量以及与卖家之间的关系。因此,本文对ALN进行了第一次严格的“事实检验”,并提供了证据,证明理解ALN的影响需要一个权变观点。研究结果还呼吁从业人员改变他们目前与ALN相关的做法。从业人员不应只从表面上接受行业的说法,而应验证ALN是否能在其特定环境中改善铅转换。此外,对于那些信息不对称持续存在且不太可能通过其他更昂贵的手段解决的线索,他们应该特别采用网络。
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引用次数: 0
EXPRESS: The Effect of Company Size on Aggregate Word of Mouth Valence EXPRESS:公司规模对总体口碑效应的影响
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2025-02-06 DOI: 10.1177/00222429251320603
Jan Klostermann, Anne Mareike Flaswinkel, Chris Hydock, Reinhold Decker
Online word of mouth (WOM) is a critical driver of consumer purchases; however, relatively few researchers have sought to understand how a company’s characteristics might impact aggregate WOM valence (e.g., average star ratings of online reviews). The authors examine the effects of one such attribute—company size—and how it impacts WOM valence through individuals’ decisions regarding whether to engage in WOM. In four field studies, the authors find a negative relationship between company size and WOM that persists when controlling for the quality of consumers’ experience with the company. Subsequent experiments show that this effect occurs because consumers are more empathetic toward smaller companies. This empathy increases their desire to help smaller companies, which in turn increases the likelihood that they share WOM about a smaller company following a high-quality experience and decreases this likelihood in the case of a low-quality experience. Larger companies can mitigate the negative effect on aggregate WOM valence by responding frequently to WOM posts and employing language that evokes empathy—for example, by using emotional words, providing personalized responses, and addressing consumers by name.
网络口碑(WOM)是消费者购买的关键驱动力;然而,相对而言,很少有研究人员试图了解一家公司的特征如何影响口碑效应的总体效价(例如,在线评论的平均星级)。作者研究了其中一个属性——公司规模——的影响,以及它是如何通过个人是否参与口碑营销的决定来影响口碑效应的。在四个实地研究中,作者发现公司规模和口碑之间存在负相关关系,当控制消费者对公司的体验质量时,这种关系仍然存在。随后的实验表明,之所以会出现这种效应,是因为消费者对小公司更感同身受。这种同理心增加了他们帮助小公司的愿望,这反过来又增加了他们分享小公司高质量体验的可能性,并减少了低质量体验的可能性。大公司可以通过频繁地回应口碑帖子和使用能引起共鸣的语言来减轻对总体口碑效应的负面影响——例如,通过使用情感词汇,提供个性化的回应,以及称呼消费者的名字。
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引用次数: 0
Constructive Peer Review Made Practical: A Guide to the EMPATHY Framework 建设性的同行评议变得实用:移情框架指南
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2025-02-04 DOI: 10.1177/00222429241312127
Shrihari Sridhar
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引用次数: 0
EXPRESS: Immersive Service: Characteristics, Challenges, and Pathways to Consumer Agency 《沉浸式服务:消费者代理的特点、挑战和途径》
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2025-01-30 DOI: 10.1177/00222429251319312
Laurel Anderson, Catharina von Koskull, Martin Mende, Johanna Gummerus
This research introduces a novel conceptualization of immersive service, defined as service that consumers are embedded in and surrounded by, in the sense that their life experience is within the service and, in great part, constructed by it for some period of time (e.g., hospital stays, residential care, air travel). The authors examine two key questions: How can characteristics of immersive service challenge consumer agency? How do consumers bolster their agency in immersive service? They study these questions through a novel theoretical lens (Figured Worlds Theory) and based on an ethnography in a residential care facility. The analyses unearth, define, and describe four conceptually novel characteristics of immersive service: encapsulation, positionality, multivocality and protocolization. These characteristics are crucial for marketers because, as the authors find, these structural aspects of immersive service can threaten consumer agency. The research also shows how consumers overcome challenges to agency. Specifically, consumers pursue five pathways toward their individual and collective agency: expanding the figured world, voicing, seeking task responsibility, challenging figured world protocols, and playing and imagining within the figured world. These findings break new conceptual ground for scholars, while also being relevant for managers, consistent with ideals of ‘Better Marketing for a Better World’.
本研究引入了沉浸式服务的新概念,将其定义为消费者被嵌入和包围的服务,因为他们的生活体验在服务中,并且在很大程度上是由服务构建的一段时间(例如,住院、住院护理、航空旅行)。作者研究了两个关键问题:沉浸式服务的特点如何挑战消费者代理?消费者如何在沉浸式服务中支持他们的代理?他们通过一种新颖的理论视角(图形世界理论)来研究这些问题,并以居住护理机构的民族志为基础。分析揭示、定义和描述了沉浸式服务的四个概念上新颖的特征:封装、定位、多语音和协议化。这些特征对营销人员来说至关重要,因为正如作者所发现的那样,沉浸式服务的这些结构方面可能会威胁到消费者代理。该研究还显示了消费者如何克服对代理商的挑战。具体而言,消费者追求个体和集体代理的五种途径:扩展图形世界、发声、寻求任务责任、挑战图形世界协议、在图形世界中玩耍和想象。这些发现为学者们开辟了新的概念领域,同时也与管理人员相关,符合“更好的营销,更美好的世界”的理想。
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引用次数: 0
EXPRESS: Diversity Matters: How Film Critic Ratings Vary with Critic and Movie Cast Racial Profiles 快讯多样性很重要:影评人评分如何随影评人和电影演员的种族特征而变化
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2025-01-13 DOI: 10.1177/00222429251314385
Ye Hu
The author explores how racial alignment between film critics and movie casts affects critic ratings and their market implications. Testing the hypothesis of cultural affinity, this research finds that critics’ ratings tend to decrease as the proportion of Black cast members increases, but this effect is mitigated when the critic is Black. A text analysis of critics’ review excerpts suggests the presence of two tenets of cultural affinity: cultural literacy and cultural identity. An online survey further demonstrates that, in the absence of self-selection, Black respondents perceive greater affinity toward movies featuring predominantly Black casts and assign higher ratings to trailers featuring racially similar casts. Two additional analyses show that critic ratings have market consequences: as the proportion of Black cast members rises, critic ratings diverge more from audience choices (box office revenue) and audience ratings, though this effect is mitigated when the critics are Black. These findings underscore the importance of racial diversity in promoting culturally representative content in the marketplace.
作者探讨了影评人和电影演员之间的种族结盟如何影响影评人的评级及其市场含义。为了检验文化亲和力的假设,本研究发现,随着黑人演员比例的增加,影评人的评分有下降的趋势,但当影评人是黑人时,这种影响有所缓解。对评论家评论节选的文本分析表明,文化亲和力存在两个原则:文化素养和文化认同。一项在线调查进一步表明,在没有自我选择的情况下,黑人受访者对以黑人演员为主的电影更有亲和力,并对以种族相似的演员为主的预告片给予更高的评分。另外两项分析表明,影评人的评分会对市场产生影响:随着黑人演员比例的上升,影评人的评分与观众的选择(票房收入)和收视率之间的差异更大,尽管当影评人是黑人时,这种影响会减弱。这些发现强调了种族多样性对于在市场上推广具有文化代表性的内容的重要性。
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引用次数: 0
EXPRESS: Lower Artificial Intelligence Literacy Predicts Greater AI Receptivity 快讯较低的人工智能素养预示着更高的人工智能接受度
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2025-01-13 DOI: 10.1177/00222429251314491
Stephanie Tully, Chiara Longoni, Gil Appel
As artificial intelligence (AI) transforms society, understanding factors that influence AI receptivity is increasingly important. The current research investigates which types of consumers have greater AI receptivity. Contrary to expectations revealed in four surveys, cross country data and six additional studies find that people with lower AI literacy are typically more receptive to AI. This lower literacy-greater receptivity link is not explained by differences in perceptions of AI’s capability, ethicality, or feared impact on humanity. Instead, this link occurs because people with lower AI literacy are more likely to perceive AI as magical and experience feelings of awe in the face of AI’s execution of tasks that seem to require uniquely human attributes. In line with this theorizing, the lower literacy-higher receptivity link is mediated by perceptions of AI as magical and is moderated among tasks not assumed to require distinctly human attributes. These findings suggest that companies may benefit from shifting their marketing efforts and product development towards consumers with lower AI literacy. Additionally, efforts to demystify AI may inadvertently reduce its appeal, indicating that maintaining an aura of magic around AI could be beneficial for adoption.
随着人工智能(AI)改变社会,了解影响人工智能接受度的因素变得越来越重要。目前的研究调查了哪些类型的消费者更容易接受人工智能。与四项调查显示的预期相反,跨国数据和另外六项研究发现,人工智能素养较低的人通常更容易接受人工智能。对人工智能能力、道德性或可能对人类造成的影响的看法不同,并不能解释这种低认知度与高接受度之间的联系。相反,之所以会出现这种联系,是因为人工智能素养较低的人更有可能认为人工智能是神奇的,并在人工智能执行那些似乎需要人类独特属性的任务时产生敬畏感。与这一理论相一致的是,较低的人工智能素养与较高的接受能力之间的联系是由认为人工智能具有魔力的观念所中介的,并在不需要人类独特属性的任务中得到调节。这些研究结果表明,企业可以将其营销努力和产品开发转向人工智能素养较低的消费者,从而从中获益。此外,努力揭开人工智能的神秘面纱可能会无意中降低其吸引力,这表明保持人工智能的魔力光环可能有利于人工智能的采用。
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引用次数: 0
EXPRESS: Natural Affect DEtection (NADE): Using Emojis to Infer Emotions from Text 快讯:自然情感保护(NADE):使用表情符号从文本中推断情绪
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2025-01-13 DOI: 10.1177/00222429251315088
Christian Hotz-Behofsits, Nils Wlömert, Nadia Abou Nabout
Emotions are central to consumer communications, and extracting them from user-generated online content is crucial for marketers, considering that such consumer opinions significantly shape brand perceptions, influence purchase decisions, and provide essential insights for marketing analytics. To leverage vast user-generated data, marketers and researchers require advanced text-to-emotion converters. However, existing tools for fine-grained emotion extraction face several limitations: Lexica are constrained by their dictionaries, machine learning models by human-annotated training data, and large language models by insufficient validation. As a result, marketing research still tends to rely on mere sentiment detection instead of extracting more nuanced emotions from text. This paper introduces Nade (Natural Affect DEtection), a novel text-to-emoji-to-emotion converter that first “emojifies” language and then converts these emojis into intensity measures of well-established, theory-grounded emotions. This approach addresses the limitations of existing tools by leveraging the inherent emotional information in emojis. Using human raters and state-of-the-art converters as benchmarks, the authors establish the benefits of exploiting emojis, validate Nade, and demonstrate its use in several marketing applications using data from various social media platforms. Users can apply the proposed converter through an easy-to-use online app and programming packages for Python and R.
情感是消费者沟通的核心,从用户生成的在线内容中提取情感对营销人员来说至关重要,因为这种消费者意见会显著影响品牌认知,影响购买决策,并为营销分析提供必要的见解。为了利用大量用户生成的数据,营销人员和研究人员需要先进的文本到情感转换器。然而,现有的细粒度情感提取工具面临着一些限制:Lexica受其词典的限制,机器学习模型受人类注释的训练数据的限制,大型语言模型受验证不足的限制。因此,营销研究仍然倾向于仅仅依靠情感检测,而不是从文本中提取更细微的情感。本文介绍了Nade(自然情感检测),这是一种新颖的文本到表情符号到情感的转换器,它首先将语言“表情”化,然后将这些表情符号转换为已建立的、基于理论的情感的强度测量。这种方法通过利用表情符号中固有的情感信息来解决现有工具的局限性。以人类评分者和最先进的转换器为基准,作者建立了利用表情符号的好处,验证了Nade,并使用来自各种社交媒体平台的数据演示了它在几个营销应用程序中的使用。用户可以通过一个易于使用的在线应用程序和Python和R编程包来应用拟议的转换器。
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引用次数: 0
EXPRESS: Do More “Likes” Lead to More Clicks? Evidence from a Field Experiment on Social Advertising 快讯:“点赞”越多,点击量就越大吗?社会广告的现场实验证据
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2024-12-11 DOI: 10.1177/00222429241307608
Shan Huang, Song Lin
One advantage of advertising on social media is leveraging users’ expression of “likes” to influence the perceptions and responses of others in their network. Through a largescale field experiment on WeChat, three online lab studies and a theoretical model, we explore whether and how displaying more “likes” in an ad can effectively lead to more ad “likes” and clicks. We find that displaying the first “like” can significantly increase users’ tendencies to both “like” and click on an ad. However, on average, showing additional “likes” does not further increase the clicking propensity, although it consistently attracts more “likes.” We further find that displaying more “likes” increases the clickthrough rate for lesser-known brands but not for well-known brands, and has a stronger impact on the “like” rate for more socially engaged users than for less socially engaged ones. These findings are consistent with the interplay between informational and normative social influences in social advertising. The public visibility of “likes” makes liking more susceptible to normative social influence than clicking. The coexistence of these two forces can lead to an enhanced conformity effect on liking and a crowding-out effect on clicking. Our findings offer novel implications for managing social advertising and designing social media platforms.
在社交媒体上做广告的一个优势是利用用户的“喜欢”来影响网络中其他人的看法和反应。通过微信的大规模现场实验,三个在线实验室研究和一个理论模型,我们探索在广告中显示更多的“喜欢”是否以及如何有效地带来更多的广告“喜欢”和点击。我们发现,显示第一个“喜欢”可以显著增加用户“喜欢”和点击广告的倾向。然而,平均而言,显示额外的“喜欢”并不会进一步增加点击倾向,尽管它会持续吸引更多的“喜欢”。我们进一步发现,展示更多的“点赞”会提高知名度较低的品牌的点击率,但对知名度较低的品牌却没有作用,而且对社交参与度较高的用户的“点赞”率的影响比对社交参与度较低的用户的“点赞”率的影响更大。这些发现与社交广告中信息和规范社会影响之间的相互作用是一致的。“点赞”的公众可见性使得点赞比点击更容易受到规范的社会影响。这两种力量的共存会导致点赞时的从众效应增强,点赞时的挤出效应增强。我们的研究结果为管理社交广告和设计社交媒体平台提供了新的启示。
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引用次数: 0
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Journal of Marketing
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