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EXPRESS: Within-Category Satiation and Cross-Category Spillover in Multi-Product Advertising 快讯:多产品广告中的品类内饱和与跨品类溢出
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2024-08-09 DOI: 10.1177/00222429241274727
Shijie Lu, Sha Yang, Yao (Alex) Yao
Multi-product ads (MPAs) allow an ad platform to display multiple products within a single ad unit. Unlike a single-product display ad, similar ads from the same product category may appear in MPAs and induce consumer satiation. Further, the simultaneous display of ads from multiple product categories can result in cross-category complementarity or substitution in consumers’ utility from ad-clicking. This study examines ad platforms’ potential benefit from incorporating consumer within-category satiation and cross-category spillover into ad-serving policies. To achieve this goal, the authors propose a full-equilibrium modeling framework to capture both the demand (i.e., consumers’ clicks) and supply sides (i.e., advertisers’ bids) of MPAs. The results from a dataset from a large display ad network reveal heterogeneity in within-category satiation across consumers and categories, and provide evidence of cross-category complementarity. The authors then demonstrate how the platform can indirectly influence the ad variety and category composition of MPAs through three counterfactuals of ad-serving policy changes. The results show that the implementation of a more privacy-preserving policy may hurt both consumer welfare and the platform’s revenue because of the reduced ad variety, which makes consumers more prone to within-category satiation and less prone to cross-category complementarity.
多产品广告(MPA)允许广告平台在一个广告单元内展示多种产品。与单一产品展示广告不同,同一产品类别的类似广告可能会出现在 MPA 中,从而引起消费者的饱和。此外,同时展示多个产品类别的广告会使消费者在点击广告时产生跨类别互补或替代效用。本研究探讨了广告平台将消费者的品类内饱和度和跨品类溢出效应纳入广告服务政策的潜在好处。为实现这一目标,作者提出了一个全均衡建模框架,以捕捉 MPA 的需求方(即消费者的点击)和供应方(即广告商的出价)。来自一个大型展示广告网络数据集的研究结果揭示了不同消费者和类别之间类别内饱和度的异质性,并提供了跨类别互补性的证据。然后,作者通过三种广告服务政策变化的反事实,展示了平台如何间接影响 MPA 的广告种类和类别构成。结果表明,由于广告种类的减少,消费者更容易产生类别内饱和,而不容易产生跨类别互补,因此实施更加保护隐私的政策可能会损害消费者福利和平台收入。
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引用次数: 0
EXPRESS: Where A-B Testing Goes Wrong: How Divergent Delivery Affects What Online Experiments Cannot (and Can) Tell You about How Customers Respond to Advertising 快讯A-B测试的误区:差异化交付如何影响在线实验无法(和能够)告诉您的客户对广告的反应
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2024-08-08 DOI: 10.1177/00222429241275886
Michael Braun, Eric M. Schwartz
Marketers use online advertising platforms to compare user responses to different ad content. But platforms’ experimentation tools deliver different ads to distinct and undetectably optimized mixes of users that vary across ads, even during the test. Because exposure to ads in the test is non-random, the estimated comparisons confound the effect of the ad content with the effect of algorithmic targeting. This means experimenters may not be learning what they think they are learning from ad A-B tests. The authors document these “divergent delivery” patterns during an online experiment for the first time. They explain how algorithmic targeting, user heterogeneity, and data aggregation conspire to confound the magnitude, and even the sign, of ad A-B test results. Analytically, the paper extends the potential outcomes model of causal inference to treat random assignment of ads and user exposure to ads as separate experimental design elements. Managerially, the authors explain why platforms lack incentives to allow experimenters to untangle the effects of ad content from proprietary algorithmic selection of users when running A-B tests. Given that experimenters have diverse reasons for comparing user responses to ads, the authors offer tailored prescriptive guidance to experimenters based on their specific goals.
营销人员利用在线广告平台比较用户对不同广告内容的反应。但平台的实验工具会向不同的用户投放不同的广告,这些用户的组合经过优化,难以察觉,甚至在测试期间也是如此。由于在测试中接触广告是非随机的,因此估计的比较结果混淆了广告内容的效果和算法定位的效果。这意味着实验者可能无法从广告 A-B 测试中了解到他们所认为的信息。作者首次记录了在线实验中的这些 "分歧投放 "模式。他们解释了算法定位、用户异质性和数据聚合是如何合谋混淆广告 A-B 测试结果的大小甚至符号的。在分析上,论文扩展了因果推断的潜在结果模型,将广告的随机分配和用户接触广告作为独立的实验设计要素。在管理上,作者解释了为什么平台缺乏激励机制,让实验者在进行 A-B 测试时将广告内容的影响与用户的专有算法选择区分开来。鉴于实验者比较用户对广告反应的原因多种多样,作者根据实验者的具体目标为他们提供了量身定制的规范性指导。
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引用次数: 0
Corrigendum to “The Caring Machine: Feeling AI for Customer Care” 关爱机器:感受人工智能的客户关怀
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2024-08-08 DOI: 10.1177/00222429241270362
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引用次数: 0
EXPRESS: How Retailers Change Ordering Strategies When Suppliers Go Direct 快递:供应商直销时零售商如何改变订购策略
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2024-07-31 DOI: 10.1177/00222429241266576
Michiel Van Crombrugge, Els Breugelmans, Femke Gryseels, Kathleen Cleeren
This study empirically investigates whether and to what extent suppliers’ decisions to start selling directly to end-consumers provoke reactions in the ordering strategy of downstream channel partners, such as independent multibrand retailers. Using a multimethod approach that combines transactional data, survey data, and a scenario-based experiment, the authors demonstrate that retailers tend to exit these relationships after a direct channel introduction, as exhibited by their strategic decisions to order fewer distinct SKUs, accompanied by higher wholesale prices per unit. On average, retailers decrease the number of distinct SKUs ordered by 15 (or 18.75%) and pay a higher average wholesale price by €.79 (or 20.84%). Yet the responses also differ across retailers, reflecting moderating impacts of retailer power, expertise, and relationship quality. Retailer power emerges as a robust moderating factor, with more powerful retailers indicating a lower propensity to exit the relationship. Expertise and relationship quality have more nuanced influences on retailers’ ordering strategies. The multimethod approach allows to reveal the underlying mechanisms of these moderating effects, such that both rational (coercive power and switching costs) and emotional (conflict and confidence) considerations are in play.
本研究以实证研究的方式探讨了供应商开始直接向终端消费者销售的决定是否以及在多大程度上引发了下游渠道合作伙伴(如独立多品牌零售商)订购策略的反应。作者采用多种方法,结合交易数据、调查数据和基于情景的实验,证明零售商倾向于在引入直销渠道后退出这种关系,表现为他们的战略决策是订购更少的不同 SKU,同时提高每单位的批发价格。零售商平均减少了 15 个不同 SKU 的订购数量(或 18.75%),平均批发价格提高了 0.79 欧元(或 20.84%)。然而,不同零售商的反应也不尽相同,这反映了零售商实力、专业知识和关系质量的调节作用。零售商实力是一个强有力的调节因素,实力越强的零售商退出关系的倾向越低。专业知识和关系质量对零售商订购策略的影响更为细微。采用多种方法可以揭示这些调节作用的潜在机制,例如理性(强制力和转换成本)和感性(冲突和信心)因素都在起作用。
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引用次数: 0
EXPRESS: Is This for Me? Differential Responses to Skin Tone Inclusivity Initiatives by Underrepresented Consumers and Represented Consumers 快递:这适合我吗?未充分代表消费者和有代表消费者对肤色包容性倡议的不同反应
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2024-07-31 DOI: 10.1177/00222429241268634
Jennifer K. D’Angelo, Lea Dunn, Francesca Valsesia
To better represent consumers who have traditionally been underrepresented in the marketplace, an increasing number of brands are extending or launching product lines that are more inclusive of a diverse consumer base. This work focuses on consumers’ feelings of representation (the feeling they, and consumers they identify with, are seen, heard, or taken into consideration when product decisions across product categories are being made) and explores how consumers who feel underrepresented (vs. represented) in skin tone products respond to more inclusive skin tone line extensions. Across seven studies using laboratory, field, and secondary data, the authors show that those who feel underrepresented have less favorable responses relative to those who feel represented. The authors find evidence that this is driven by product fit skepticism – doubt that the products in the inclusive line will meet one’s skin tone needs. The authors also identify managerial interventions that improve responses among underrepresented consumers by demonstrating respect for consumer needs, thus reducing the differential response between underrepresented and represented consumers.
为了更好地代表那些传统上在市场中代表性不足的消费者,越来越多的品牌正在扩展或推出更加包容多元化消费群体的产品系列。这项研究的重点是消费者的代表性感受(他们和他们所认同的消费者在做出跨产品类别的产品决策时被看到、听到或被考虑到的感受),并探讨了在肤色产品中感到代表性不足(与被代表)的消费者是如何对更具包容性的肤色产品线延伸做出反应的。作者利用实验室、现场和二手数据进行了七项研究,结果表明,与认为自己有代表性的消费者相比,认为自己代表性不足的消费者的反应较差。作者发现有证据表明,这种情况是由产品适合性怀疑驱动的--怀疑包容性产品系列中的产品能否满足个人的肤色需求。作者还确定了一些管理干预措施,通过尊重消费者的需求来改善代表度不足的消费者的反应,从而减少代表度不足的消费者与代表度高的消费者之间的反应差异。
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引用次数: 0
EXPRESS: BMW is POWERFUL, Beemer is Not: Nickname Branding IMPAIRS Brand Performance 快讯宝马很强大,Beemer则不然:昵称品牌影响品牌表现
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2024-07-31 DOI: 10.1177/00222429241266586
Zhe Zhang, Ning Ye, Matthew Thomson
This research investigates nickname branding, a novel phenomenon whereby firms incorporate the ‘street’ names consumers give brands into their own marketing (e.g., Bloomingdale’s opening a Bloomie’s store). While practitioners anticipate positive results from deploying this tactic, the current research serves as the first empirical investigation of its likely effectiveness. Drawing on speech act theory, we theorize that using a nickname in place of a formal name serves as an act of power redistribution, effectively signaling submission to consumers, thereby reducing the perception of a brand’s power and weakening its performance. Using a multi-method approach that incorporates secondary data analyses, field studies, and pre-registered experiments, the results support this view across a range of performance metrics. In addition, we show this effect is contingent on two factors, such that nickname branding (1) harms performance more for competent brands than warm brands; and (2) is less pronounced when nicknames are used in messages that are communal-oriented (vs. transactional-oriented). Our research introduces a new theoretical perspective centering on the illocutionary meanings embedded in the process of naming brands and highlights actionable insights on how marketers should approach or avoid consumer-based slang in their marketing.
本研究调查了昵称品牌这一新颖现象,即企业将消费者赋予品牌的 "街头 "名称融入自身营销中(例如,布鲁明戴尔百货公司开设了一家 "布鲁米"(Bloomie's)商店)。虽然从业者预计采用这种策略会产生积极的效果,但目前的研究是对其可能的有效性进行的首次实证调查。根据言语行为理论,我们推测使用昵称代替正式名称是一种权力再分配行为,有效地向消费者表明了屈从,从而降低了消费者对品牌权力的感知,削弱了品牌的表现。我们采用多种方法,包括二手数据分析、实地研究和预先登记的实验,结果在一系列绩效指标上支持了这一观点。此外,我们还证明了这种影响取决于两个因素,即昵称品牌化(1)对有能力的品牌的绩效损害比对有热情的品牌的损害更大;(2)当昵称被用于以公共为导向(相对于以交易为导向)的信息中时,昵称品牌化的影响不那么明显。我们的研究引入了一个新的理论视角,其核心是品牌命名过程中蕴含的虚构意义,并就营销人员在营销中应如何处理或避免基于消费者的俚语提出了可操作的见解。
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引用次数: 0
EXPRESS: Emotional Energy: When Customer Interactions Energize Service Employees 表达:情感能量:客户互动激发服务员工的活力
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2024-05-28 DOI: 10.1177/00222429241260637
Julien Cayla, Brigitte Auriacombe
Existing literature suggests that employees who regularly interact with customers often find this central aspect of their work emotionally draining. Our findings provide a striking contrast by highlighting customer interactions that are not only pleasurable but that also manage to emotionally regenerate frontline service employees. Our ethnographic research demonstrates that several factors influence emotional energy in service interactions, including staff copresence with customers, mutual focus, shared mood, and barriers to outsiders. In addition, service employees’ experience of autonomy and status in interactions plays an important role in influencing their emotional energy. Based on these insights, we design a framework for service organizations to manage a crucial asset: the emotional energy of frontline service employees.
现有文献表明,经常与客户互动的员工往往会发现他们工作中的这一核心环节让人情绪低落。我们的研究结果与之形成鲜明对比,因为我们发现,与客户的互动不仅令人愉悦,而且还能使一线服务人员的情绪得到恢复。我们的人种学研究表明,有几个因素会影响服务互动中的情感能量,包括员工与客户的共存、相互关注、共同的情绪以及对外人的障碍。此外,服务员工在互动中的自主性和地位体验对其情绪能量也有重要影响。基于这些见解,我们为服务组织设计了一个框架,以管理一线服务员工的情感能量这一重要资产。
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引用次数: 0
EXPRESS: Self-Donations and Charitable Contributions in Online Crowdfunding: an Empirical Analysis 快讯在线众筹中的自捐和慈善捐款:实证分析
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2024-05-28 DOI: 10.1177/00222429241260687
Zhuping Liu, Qiang Gao, Raghunath Singh Rao
Many charitable projects have started using online crowdfunding platforms to raise donations. The rise of these platforms as fundraising vehicles has been partially driven by easy access to a large pool of potential donors without the significant marketing costs that commonly accompany traditional fundraising. However, such a low cost of entry also results in a significant "crowding" of projects, making it difficult for donors to decide which projects to donate to. Thus, a charitable project encounters a fundamental marketing challenge of standing out from other projects when conventional techniques like advertising and promotion are limited. In this paper, we posit that a project can credibly signal its quality via a strategy of "self-donation," whereby the project steward donates to her own project.Our empirical setting is an online education crowdfunding platform. By examining millions of donations, we find that self-donations improve the donation pace, contributed amount, and funding success. We show that the self-donation strategy works only when a self-donation is visible to potential donors and is especially effective at the early stage of the funding cycle or when project stewards are inexperienced, where the projects face significant uncertainty. We find evidence for self-donation as a quality signal through various observable proxies like impact letters to donors and corporate matching. Overall, our findings are consistent with a signaling mechanism that allows the separation of high-quality projects from lower-quality ones.
许多慈善项目已开始使用在线众筹平台筹集捐款。这些平台作为筹款工具的兴起,部分原因是可以方便地接触到大量潜在捐赠者,而无需像传统筹款那样支付高昂的营销费用。然而,如此低的进入成本也造成了项目的严重 "拥挤",使捐助者难以决定向哪些项目捐款。因此,在广告和促销等传统手段有限的情况下,慈善项目面临着从其他项目中脱颖而出的基本营销挑战。在本文中,我们假设一个项目可以通过 "自我捐赠 "的策略,即项目监管人向自己的项目捐赠,来可信地表明其质量。我们的实证环境是一个在线教育众筹平台。通过对数百万次捐款的研究,我们发现自捐提高了捐款速度、捐款金额和筹资成功率。我们的研究表明,只有当潜在捐赠者能看到自我捐赠时,自我捐赠策略才会起作用,尤其是在筹资周期的早期阶段或项目管理人员缺乏经验、项目面临重大不确定性的情况下,自我捐赠策略尤为有效。我们通过各种可观察到的代用指标,如致捐赠者的影响信和企业匹配,找到了自我捐赠作为一种质量信号的证据。总体而言,我们的研究结果与信号机制是一致的,该机制可以将高质量项目与低质量项目区分开来。
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引用次数: 0
EXPRESS: Social Profit Orientation: Lessons from Organizations Committed to Building a Better World 快讯社会利润导向:致力于建设更美好世界的组织的经验教训
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2024-05-20 DOI: 10.1177/00222429241258495
Leonard L. Berry, Tracey S. Danaher, Timothy Keiningham, Lerzan Aksoy, Tor W. Andreassen
Services marketing originated as a discipline to guide managers in marketing intangible products; in today’s world, it must also guide managers in serving society. This research develops the concept of a social profit orientation, whereby organizations invest resources for the express purpose of enhancing the common good, especially the well-being of people and the health of the planet. Implementing social initiatives that serve this broader mission is no small challenge, but exemplary organizations are nevertheless charting a practical course. We interviewed leaders from 21 diverse organizations in multiple countries, spanning both for-profit and nonprofit sectors, yielding valuable insights into how they create social profit for individuals, communities, and society at large through their initiatives. Our research, grounded in published theory and directed toward practical implementation, defines the parameters of a social profit orientation and introduces an innovative framework that distills its antecedents, moderators, and outcomes. The experiences shared by our sample of forward-looking, future-oriented organizations can inform and inspire other companies, organizations, and institutions as they operate in environments where far more is expected of them than ever before.
服务营销起源于一门指导管理者营销无形产品的学科;在当今世界,它还必须指导管理者服务社会。本研究提出了 "社会利润导向 "的概念,即组织投入资源的明确目的是增进共同利益,尤其是人类福祉和地球健康。实施服务于这一更广泛使命的社会倡议是一项不小的挑战,但模范组织正在规划一条切实可行的道路。我们采访了来自多个国家的 21 家不同组织的领导者,他们既有营利性组织,也有非营利性组织,就他们如何通过自己的行动为个人、社区和整个社会创造社会效益,提出了宝贵的见解。我们的研究以已发表的理论为基础,以实际执行为目标,界定了社会利润导向的参数,并引入了一个创新框架,提炼出其前因后果和调节因素。当其他公司、组织和机构在比以往任何时候都更需要它们的环境中运作时,我们所选取的具有前瞻性、面向未来的组织所分享的经验可以为它们提供信息和启发。
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引用次数: 0
EXPRESS: Intersectionality in Marketing: a Paradigm for Understanding Understudied Consumers 快讯:营销中的交叉性:了解被研究消费者的范例
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2024-05-20 DOI: 10.1177/00222429241258493
Esther Uduehi, Julian Saint Clair, Rowena Crabbe
Intersectionality remains largely underutilized within marketing. To address this gap, this paper synthesizes literature to provide tools for incorporating intersectionality into marketing research, including a framework for an intersectional marketing paradigm, a research design roadmap, a research agenda, and key takeaways for stakeholders. The definition of intersectionality focuses on three main components: 1) awareness and acknowledgment of overlapping (rather than isolated) social categories (e.g., gender, race, and class), 2) understanding of how differences in lived experiences at these intersections influence the marketplace, and 3) recognition of how power shapes these lived experiences. This article’s novel research design roadmap features concrete theoretical and methodological approaches for marketing researchers from various backgrounds to utilize intersectionality in solving marketing problems: conducting exploratory subsample analyses, developing intersectional theory and hypotheses, conducting inclusive literature reviews, collecting and reporting detailed demographics, sampling understudied populations, and carefully situating conclusions. The research agenda provides research questions for emerging topics at societal, organizational, and consumer levels. Engaging with intersectionality will help ensure that marketing remains socially relevant, develops diverse and inclusive theories, and more accurately reflects the lived experiences of understudied populations and communities.
在市场营销领域,交叉性在很大程度上仍未得到充分利用。为了弥补这一不足,本文综合了相关文献,提供了将交叉性纳入市场营销研究的工具,包括交叉性市场营销范式框架、研究设计路线图、研究议程以及利益相关者的主要收获。交叉性的定义主要包括三个方面:1) 意识到并承认重叠(而非孤立)的社会类别(如性别、种族和阶级);2) 理解这些交叉点上的生活体验差异如何影响市场;3) 认识到权力如何影响这些生活体验。本文新颖的研究设计路线图为不同背景的营销研究人员提供了利用交叉性解决营销问题的具体理论和方法:进行探索性子样本分析、发展交叉性理论和假设、进行包容性文献综述、收集和报告详细的人口统计数据、对研究不足的人群进行抽样调查,以及仔细确定结论的位置。研究议程为社会、组织和消费者层面的新兴课题提供了研究问题。参与交叉性研究将有助于确保市场营销与社会保持相关性,发展多样化和包容性理论,并更准确地反映未充分研究人群和社区的生活经验。
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引用次数: 0
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Journal of Marketing
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