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EXPRESS: The Impact of App Crashes on Consumer Engagement 快讯应用程序崩溃对消费者参与度的影响
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2024-11-22 DOI: 10.1177/00222429241304322
Savannah Wei Shi, Seoungwoo Lee, Kirthi Kalyanam, Michel Wedel
The authors develop and test a theoretical framework to examine the impact of app crashes on app engagement. The framework predicts that consumers increase engagement after encountering a single crash due to their need-for-closure and curiosity, yet reduce engagement after experiencing repeated and concentrated crashes, primarily because of frustration and perceived task unattainability; the recency of crashes moderates these effects. Field data analysis reveals that while a crash truncates a session and reduces content consumption, it increases page views in the following session. However, this increase in page views does not compensate for the loss during the crashed session. Frequent and more concentrated crashes curtail engagement. Three experiments in which crashes are exogenously manipulated in a different context support the validity and generalizability of these findings, confirm the proposed mediators, and demonstrate how to lessen the negative impact of repeated crashes with post-crash messages. The research adds new dimensions to the task pursuit literature and provides managers with a framework to quantify the economic impact of crashes, analyze content substitution behavior, and assess the bias of a transactional view of crash incidents. Additionally, it offers insights into targeted feature release to more tolerant users and strategic design of post-crash messages.
作者开发并测试了一个理论框架来研究应用程序崩溃对应用程序参与度的影响。根据该框架的预测,消费者在遇到一次崩溃后,会因关闭需求和好奇心而提高参与度,但在经历多次集中崩溃后,参与度会降低,主要原因是挫败感和感知到的任务无法实现;崩溃的发生频率会调节这些影响。实地数据分析显示,虽然崩溃会缩短会话并减少内容消费,但却会增加下一个会话的页面浏览量。然而,页面浏览量的增加并不能弥补崩溃时段的损失。更频繁、更集中的崩溃会降低参与度。在三项实验中,在不同的情境下对崩溃进行了外生操纵,从而支持了这些发现的有效性和可推广性,证实了所提出的中介因素,并展示了如何通过崩溃后消息来减少重复崩溃的负面影响。这项研究为任务追求文献增添了新的内容,并为管理者提供了一个框架,用于量化碰撞事故的经济影响、分析内容替代行为以及评估碰撞事故交易观点的偏差。此外,该研究还为向容忍度更高的用户有针对性地发布功能以及碰撞后信息的战略设计提供了见解。
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引用次数: 0
EXPRESS: Cardio with Mr. Treadmill: How Anthropomorphizing the Means of Goal Pursuit Increases Motivation 快:与跑步机先生一起做有氧运动:将追求目标的手段拟人化如何增强动力
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2024-11-22 DOI: 10.1177/00222429241303387
Lili Wang, Maferima Touré-Tillery
This article examines the motivational consequences of anthropomorphizing the means of goal pursuit. Eight studies show that consumers are more motivated to pursue fitness and academic goals with anthropomorphized (vs. non-anthropomorphized) means because such means elicit a greater sense of companionship and thus stronger beliefs that (a) goal pursuit is enjoyable (perceived enjoyability) and that (b) the goal is attainable (goal expectancy). We first find that participants work out harder when using an anthropomorphized (vs. non-anthropomorphized) treadmill (Study 1) and jump rope (Study 2). We then show that this effect occurs due to a greater sense of companionship, which in turn increases both perceived enjoyability and goal expectancy (sequential mediations; Study 3). We further demonstrate these underlying mechanisms through moderation: the effect attenuates when a human companion is present (Study 4), for means perceived as inherently fun (Study 5), and when self-efficacy is high (Study 6). Study 7 identifies a boundary condition: the effect disappears when the means takes on a supervisor (rather than partner) role. Finally, Study 8 shows the downstream consequence of the effect on subsequent choice of means. These findings contribute to research on motivation and anthropomorphism, with practical implications for marketers and consumers.
本文探讨了将追求目标的手段拟人化的动机后果。八项研究表明,使用拟人化(与非拟人化)的手段,消费者会更有动力追求健身和学习目标,因为这种手段会引起更强的同伴感,从而使人们更坚信:(a)追求目标是令人愉快的(感知可享性);(b)目标是可以实现的(目标期望值)。我们首先发现,参与者在使用拟人化(相对于非拟人化)跑步机(研究 1)和跳绳(研究 2)时锻炼得更卖力。然后,我们证明,这种效果的产生是由于同伴意识的增强,而同伴意识的增强又会提高感知到的愉快度和目标期望值(顺序中介;研究 3)。我们通过调节作用进一步证明了这些潜在机制:当有人类同伴在场时(研究 4),对于被认为本质上有趣的手段(研究 5),以及当自我效能感较高时(研究 6),这种效应会减弱。研究 7 确定了一个边界条件:当手段扮演监督者(而不是伙伴)角色时,效果就会消失。最后,研究 8 显示了该效应对后续手段选择的下游影响。这些发现有助于对动机和拟人化的研究,对营销人员和消费者具有实际意义。
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引用次数: 0
EXPRESS: Conceptual Research: Multidisciplinary Insights for Marketing EXPRESS:概念研究:市场营销的多学科见解
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2024-11-16 DOI: 10.1177/00222429241302814
Irina V. Kozlenkova, Caleb Warren, Suresh Kotha, Reihane Boghrati, Robert W. Palmatier
Conceptual research is fundamental to advancing theory and, thus, science. Conceptual articles launch new research streams, resolve conflicting findings, explain new phenomena, and integrate divergent research areas. Yet, compared with other disciplines, marketing publishes little conceptual research. This paper provides a multidisciplinary perspective of conceptual research to help increase the quality and quantity of conceptual research in marketing. First, the authors compare conceptual research approaches across marketing, management, psychology, and sociology to provide a synthesis of existing conceptual research frameworks. Second, using citation analyses, the authors provide insights into the academic impact of conceptual research across disciplines, across marketing domains, and over time; they also assess its impact outside of academia. Third, to assist researchers, the paper offers a step-by-step process or “how to” guide for developing high-impact conceptual research, based on insights from the multidisciplinary analysis and interviews with conceptual researchers from different disciplines. Fourth, drawing on the interviews and keyword analysis of recent conceptual marketing articles, the authors suggest emerging opportunities for conceptual research and how to increase the value of conceptual papers for practitioners.
概念研究是推进理论进而推动科学发展的基础。概念性文章可以开启新的研究流,解决相互矛盾的研究结果,解释新的现象,并整合不同的研究领域。然而,与其他学科相比,市场营销学很少发表概念研究文章。本文提供了概念研究的多学科视角,以帮助提高市场营销概念研究的质量和数量。首先,作者比较了市场营销、管理学、心理学和社会学的概念研究方法,对现有的概念研究框架进行了综述。其次,通过引用分析,作者深入了解了概念研究在不同学科、不同营销领域以及不同时期的学术影响;他们还评估了概念研究在学术界以外的影响。第三,为了帮助研究人员,本文基于多学科分析和对不同学科概念研究人员的访谈,提供了开发高影响力概念研究的分步流程或 "如何做 "指南。第四,根据对近期概念营销文章的访谈和关键词分析,作者提出了概念研究的新机遇,以及如何提高概念论文对从业人员的价值。
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引用次数: 0
EXPRESS: Beyond the Pair: Media Archetypes and Complex Channel Synergies in Advertising 快讯超越配对:广告中的媒体原型和复杂渠道协同效应
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2024-11-16 DOI: 10.1177/00222429241302808
J. Jason Bell, Felipe Thomaz, Andrew T. Stephen
Prior research on advertising media mixes has mostly focused on single channels (e.g., television), pairwise cross-elasticities, or budget optimization within single campaigns. This is starkly detached from advertising practice where (i) there is an increasingly large number of media channels available to marketers, (ii) media plans employ complex combinations of channels, and (iii) marketers manage complementarities among many (i.e., more than pairs) channels. This research empirically learns complex channel complementaries using Latent Class analysis. Latent classes have three useful properties: (i) they account for non-random selection of channels into campaigns, (ii) they capture pairwise and higher-order interactions between channels, and (iii) they allow for meaningful interpretation. We empirically describe the most common media channel archetypes and estimate their relationship to the effectiveness of a set advertising campaigns on a set of common brand-related performance metrics. We use a dataset of 1,083 advertising campaigns from around the world run between 2008 and 2019. We find that there is not a systematically “best” media mix that correlates to dominant performance across all metrics, but clear patterns emerge given specific metrics. We find that traditional channels (TV, outdoor) are commonly paired with digital channels (Facebook, YouTube) in high-performing campaigns. We also find that current marketing practice appears far from optimal, and simple strategies have the potential to increase brand mindset metric lifts by 50% or more.
以往对广告媒体组合的研究大多集中于单一渠道(如电视)、成对交叉弹性或单一广告活动中的预算优化。这与广告实践严重脱节,因为在广告实践中:(i) 营销人员可利用的媒体渠道数量越来越多;(ii) 媒体计划采用复杂的渠道组合;(iii) 营销人员管理多种(即不止一对)渠道之间的互补性。本研究利用潜类分析(Latent Class analysis)对复杂的渠道互补性进行实证学习。潜在类有三个有用的特性:(i) 它们考虑了渠道在营销活动中的非随机选择,(ii) 它们捕捉了渠道之间的成对和高阶互动,(iii) 它们允许有意义的解释。我们根据经验描述了最常见的媒体渠道原型,并根据一组常见的品牌相关绩效指标估算了它们与一组广告活动效果之间的关系。我们使用了 2008 年至 2019 年间全球 1083 个广告活动的数据集。我们发现,并不存在一个系统性的 "最佳 "媒体组合,它与所有指标的主导绩效相关联,但在特定指标上出现了清晰的模式。我们发现,传统渠道(电视、户外)与数字渠道(Facebook、YouTube)在高绩效营销活动中通常搭配使用。我们还发现,目前的营销实践似乎远未达到最佳状态,而简单的策略就有可能将品牌心智指标提升 50%,甚至更多。
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引用次数: 0
Becoming More Socially Profit Oriented 更加注重社会效益
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2024-11-05 DOI: 10.1177/00222429241293990
George S. Day
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引用次数: 0
EXPRESS: To Dispose or Eat? the Impact of Perceived Healthiness on Consumption Decisions for About-to-Expire Foods 快讯过期食品的健康感知对消费决策的影响?
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2024-11-05 DOI: 10.1177/00222429241299392
Jeehye Christine Kim, Young Eun Huh, Brent McFerran
Perceived healthiness of food is generally regarded as a positive attribute in food choices as it positively impacts consumers’ preferences. The current research demonstrates that in contexts where there is a time delay between a food’s production and its consumption (referred to as “about-to-expire” food), strong perceptions of a food’s healthiness can be detrimental. This is because consumers hold a lay theory that healthy food expires more quickly. In eight studies ( N = 3,552), we find that merely portraying food as healthy increases the perception that it expires quickly and that this effect attenuates when consumers hold the lay theory weakly or have a high level of knowledge about food expiration. Importantly, this lay theory leads consumers to avoid consuming healthy (vs. non-healthy) about-to-expire food, resulting in increased disposal intentions and decreased preferences. In designing sales promotions for about-to-expire food, managers should consider the healthiness of food products, as consumers prefer different types of sales promotions and require different magnitudes of price discounts for healthy (vs. non-healthy) about-to-expire food. Finally, adding an expiration date label that provides unambiguous guidance (i.e., “consume by”) can effectively mitigate the detrimental effect of perceived healthiness on the consumption for about-to-expire food.
人们通常认为,食品的健康感是食品选择中的一个积极属性,因为它会对消费者的偏好产生积极影响。目前的研究表明,在食品生产和消费之间存在时间差的情况下(被称为 "即将过期 "食品),对食品健康的强烈认知可能是不利的。这是因为消费者持有一种非专业理论,认为健康食品过期更快。在八项研究(研究人数=3,552)中,我们发现,仅仅将食品描述为健康食品会增加消费者对其很快过期的感知,而当消费者持有的非专业理论较弱或对食品过期的知识水平较高时,这种影响就会减弱。重要的是,这种非专业理论会导致消费者避免食用健康(相对于非健康)的过期食品,从而增加弃置食品的意愿并降低偏好。在设计即将过期食品的促销活动时,管理者应考虑食品的健康程度,因为消费者喜欢不同类型的促销活动,对健康(与非健康)即将过期食品的价格折扣要求也不同。最后,添加一个提供明确指导的保质期标签(即 "食用日期"),可以有效缓解健康感知对即将过期食品消费的不利影响。
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引用次数: 0
EXPRESS: Racial Inequity in Donation-based Crowdfunding Platforms: the Role of Facial Emotional Expressiveness 表达:基于捐赠的众筹平台中的种族不平等:面部情绪表达能力的作用
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2024-11-05 DOI: 10.1177/00222429241300320
Elham Yazdani, Anindita Chakravarty, Jeffrey Inman
Donation-based crowdfunding platforms often claim to pursue equitable outcomes for all beneficiaries, yet many face criticism for failing to do so across different demographic profiles. In response, platform managers are eager to understand how these inequities emerge and explore solutions to address them. In this research, we show that the degree of facial emotional expressiveness of beneficiaries in uploaded images can differentially impact donation amounts for White vs Black beneficiaries. Drawing on social vision theory, we propose that facial emotional expressiveness in images combined with the race of the faces activates racial stereotypes of emotion expression that result in differential donation amounts to Black and White individuals. Analyzing a sample of 4,153 campaigns from GoFundMe between June 2021 and September 2022, along with a follow-up experiment, we find that higher facial emotional expressiveness is associated with significantly lower donation amounts for Black compared to White beneficiaries. Further exploring our moderating constructs reveals that the use of call-to-action cues, affective messaging, and race-gender homophily cues can attenuate the activation of stereotypes and therefore reduce differences in donation amounts between racial groups. Based on these findings, we offer targeted recommendations for platform managers to help reduce racial inequities in crowdfunding outcomes.
以捐赠为基础的众筹平台经常声称要为所有受益人追求公平的结果,但许多平台却因未能在不同的人口结构中做到这一点而受到批评。对此,平台管理者迫切希望了解这些不公平现象是如何产生的,并探索解决这些问题的方法。在这项研究中,我们发现受益人在上传图片中的面部情绪表达程度会对白人和黑人受益人的捐款数额产生不同的影响。借鉴社会视觉理论,我们提出,图像中的面部情绪表达能力与人脸的种族相结合,会激活对情绪表达的种族刻板印象,从而导致黑人和白人的捐款数额不同。通过分析 GoFundMe 在 2021 年 6 月至 2022 年 9 月期间的 4,153 个活动样本以及后续实验,我们发现,与白人受益人相比,较高的面部情绪表达能力与黑人受益人较低的捐赠金额显著相关。进一步探索我们的调节建构发现,使用行动号召线索、情感信息和种族-性别同亲线索可以减少刻板印象的激活,从而减少种族群体之间的捐赠金额差异。基于这些发现,我们为平台管理者提供了有针对性的建议,以帮助减少众筹结果中的种族不平等。
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引用次数: 0
Driving Social Profit: Frontline Insights from an Entrepreneur Committed to Sustainable Innovation 推动社会盈利:致力于可持续创新的企业家的一线见解
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2024-11-04 DOI: 10.1177/00222429241293973
Alessandro Benneton
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引用次数: 0
EXPRESS: Sponsored Content as an Epistemic Market Object: How Platformization of Brand-Creator Partnerships Disrupts Valuation, Co-production, and the Relationship between Market Actors 快递:作为认识论市场对象的赞助内容:品牌创造者合作的平台化如何扰乱估值、共同生产以及市场行为者之间的关系
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2024-10-29 DOI: 10.1177/00222429241296459
Zeynep Arsel, Maria Carolina Zanette, Carolina da Rocha Melo
Sponsored content allows brands to partner with creators to reach creators’ audiences on digital platforms. However, both creators’ and brands’ incomplete understanding of this object generates two critical ambiguities: how to determine the value of sponsored content and how to effectively co-produce it. To better understand these ambiguities, we theorize sponsored content as an epistemic market object: an object that facilitates marketing functions but is only partially understood by the actors who use it . We analyze a data set of interviews, podcasts, media articles, and third-party platform reviews about—and by—content creators, brands, and intermediaries. Our findings show that brands, creators, and intermediaries create and apply knowledge to address valuation and co-production ambiguities. However, this knowledge work is incomplete, creating asymmetries in value outcomes and power relationships in a brand-creator partnership. Our paper contributes to marketing literature and practice by highlighting the role of epistemic market objects in transformative market disruptions that alter the roles of, and the relationships between, market actors. Our findings are transferable to other substantive areas such as Generative AI, Metaverse, NFTs, online news, and the sharing economy.
赞助内容允许品牌与创作者合作,在数字平台上接触创作者的受众。然而,创作者和品牌对这一对象的不完全理解产生了两个关键的模糊之处:如何确定赞助内容的价值以及如何有效地共同制作赞助内容。为了更好地理解这些模糊之处,我们将赞助内容理论化为一种认识论市场客体:一种促进营销功能的客体,但使用它的行为者只对其有部分理解。我们分析了一组关于内容创作者、品牌和中介的访谈、播客、媒体文章和第三方平台评论数据。我们的研究结果表明,品牌、创作者和中间商创造并应用知识来解决估值和共同生产方面的模糊问题。然而,这种知识工作是不完整的,造成了品牌与创作者合作关系中价值结果和权力关系的不对称。我们的论文强调了认识论市场对象在变革性市场混乱中的作用,这种混乱改变了市场参与者的角色以及他们之间的关系,从而为市场文献和实践做出了贡献。我们的研究结果可应用于其他实质性领域,如生成式人工智能、元宇宙、NFTs、网络新闻和共享经济。
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引用次数: 0
EXPRESS: Retailer Differentiation in Social Media: an Investigation of Firm-Generated Content on Twitter 快讯社交媒体中的零售商差异化:对推特上公司生成内容的调查
IF 12.9 1区 管理学 Q1 BUSINESS Pub Date : 2024-10-29 DOI: 10.1177/00222429241298654
Mikhail Lysyakov, P.K. Kannan, Siva Viswanathan, Kunpeng Zhang
Social media platforms have been used by firms for a variety of purposes - for building firms’ brand image, increasing customer engagement, providing customer service, among others. However, there is very little research on content strategies adopted by traditional rival firms competing on online social media platforms. This paper seeks to fill this gap by examining whether retailers, traditionally identified as close competitors, mirror this rivalry in their social media content strategies on Twitter. To this end, this study introduces a new metric for assessing competition on online social media, based on content similarity. The authors find that retailers competing closely in traditional context show greater divergence in their content strategies on social media, and firms whose social media content strategies are less similar to content strategies of their close traditional rivals benefit from higher engagement and acquire new followers faster. In examining the mechanism of the effect, the authors find that these divergent firms’ improved performance is attributable to their superior ability to leverage the higher-level affordances of Twitter as compared to their rivals. The results of this study offer valuable insights for firms seeking to distinguish their social media content from that of their competitors.
企业使用社交媒体平台的目的多种多样,包括树立企业品牌形象、提高客户参与度、提供客户服务等。然而,关于传统竞争对手企业在网络社交媒体平台上竞争所采取的内容策略的研究却很少。本文试图填补这一空白,研究传统上被视为紧密竞争对手的零售商在 Twitter 上的社交媒体内容策略是否反映了这种竞争关系。为此,本研究引入了一种基于内容相似性的新指标来评估网络社交媒体上的竞争。作者发现,在传统背景下竞争密切的零售商在社交媒体上的内容策略表现出更大的差异,社交媒体内容策略与传统密切竞争对手的内容策略相似度较低的公司会从更高的参与度中获益,并更快地获得新粉丝。在研究这种效应的机制时,作者发现,这些差异化企业业绩的提高归因于它们与对手相比更有能力利用推特更高层次的功能。这项研究的结果为企业寻求将自己的社交媒体内容与竞争对手的内容区分开来提供了宝贵的见解。
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引用次数: 0
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Journal of Marketing
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