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Effects of Home Voice Assistants' Autonomy on Instrusiveness and Usefulness: Direct, Indirect, and Moderating Effects of Interactivity 家庭语音助理自主性对辅助性和有用性的影响:互动性的直接、间接和调节作用
IF 11.8 1区 管理学 Q1 BUSINESS Pub Date : 2021-11-01 DOI: 10.1016/j.intmar.2021.03.005
Laura Lucia-Palacios, Raúl Pérez-López

This research investigates whether interactivity of home voice assistants can reduce the consumer's perceptions of intrusiveness when using these products because of their autonomy. To do so, the authors applied structural equation modeling to 607 questionnaires. The results show that autonomy has a quadratic effect on intrusiveness and usefulness, being more intense for high levels of autonomy. Interactivity reduces intrusiveness both directly and indirectly through brand trust, and interactivity has a positive effect on usefulness. Furthermore, interactivity moderates the effect of autonomy on intrusiveness. These results lead to interesting managerial implications, such as the inclusion of interactive characteristics in smart products to enable consumers to control and communicate with them.

本研究调查了家庭语音助手的交互性是否可以减少消费者在使用这些产品时的侵入感,因为它们具有自主性。为此,作者对607份问卷进行了结构方程建模。结果表明,自主性对侵入性和有用性具有二次效应,且自主性水平越高,影响越强烈。互动性通过品牌信任直接或间接地减少侵入性,互动性对有用性有积极影响。此外,互动性调节自主性对侵入性的影响。这些结果导致了有趣的管理含义,例如在智能产品中包含交互特性,使消费者能够控制它们并与它们通信。
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引用次数: 27
Digital Health Experience: A Regulatory Focus Perspective 数字健康体验:监管焦点视角
IF 11.8 1区 管理学 Q1 BUSINESS Pub Date : 2021-11-01 DOI: 10.1016/j.intmar.2021.07.002
Genevieve E. O'Connor , Susan Myrden , Linda Alkire (née Nasr) , Kyungwon Lee , Sören Köcher , Jay Kandampully , Jerome D. Williams

Digital technology is an integral part of today's healthcare, yet little is known about how these technologies affect healthcare customers' experience. This study uses regulatory focus theory to understand how consumers' role clarity, perceived usefulness, ease of use (i.e., promotion orientation), security, and trust (i.e., prevention orientation) when using digital health technology affect their experience. A nationwide study shows that customer experience is driven by promotion- and prevention-related variables concurrently. Results also show that customer experience with digital health technology positively affects customers' attitudes toward using digital technology. This study offers valuable insights for marketers, technology developers, and healthcare managers interested in understanding and improving healthcare customer experience.

数字技术是当今医疗保健不可或缺的一部分,但人们对这些技术如何影响医疗保健客户的体验知之甚少。本研究运用监管焦点理论来了解消费者在使用数字健康技术时,角色清晰度、感知有用性、易用性(即促销导向)、安全性和信任度(即预防导向)如何影响他们的体验。一项全国性的研究表明,客户体验是由促销和预防相关的变量同时驱动的。结果还显示,客户对数字健康技术的体验正向影响客户使用数字技术的态度。本研究为对了解和改善医疗保健客户体验感兴趣的营销人员、技术开发人员和医疗保健管理人员提供了有价值的见解。
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引用次数: 9
Let's Give Them Something to Talk About: Which Social Media Engagements Predict Purchase Frequency? 让我们给他们一些话题:哪种社交媒体参与预测购买频率?
IF 11.8 1区 管理学 Q1 BUSINESS Pub Date : 2021-11-01 DOI: 10.1016/j.intmar.2021.05.003
Timothy J. Halloran , Richard J. Lutz

Although marketers spend billions of dollars on social media platforms in an effort to make a connection with their customers, few know if their social media activation in the form of Social Network Advertising (SNA) is positively affecting their business. For example, little research exists as to which types of Digital Consumer Engagement (DCE) (if any) are associated with purchase frequency. Advancing a theoretical framework of social media engagement, the authors test the association between various forms of DCE and customer behavior using archived field data. By matching store visit data from 1,066 loyalty program members of a leading national fast casual restaurant with their engagements on the brand's Facebook page, the authors are able to compare the strength of the relationships between various forms of engagement and store visit frequency. Results reveal that some Facebook engagements are significantly associated with increased or decreased store visits while others exhibit no discernible effects. Empirical support is provided for a proposed hierarchy of DCE, with engagements perceived as reflecting strong DCE being more strongly associated with purchase frequency than those with moderate or weak DCE.

尽管营销人员在社交媒体平台上花费了数十亿美元,努力与客户建立联系,但很少有人知道他们以社交网络广告(SNA)的形式激活社交媒体是否对他们的业务产生了积极影响。例如,关于哪种类型的数字消费者参与(DCE)(如果有的话)与购买频率相关的研究很少。提出了社会媒体参与的理论框架,作者使用存档的现场数据测试了各种形式的DCE与客户行为之间的关联。通过将一家领先的全国休闲快餐厅的1066名忠诚计划成员的店铺访问数据与他们在该品牌Facebook页面上的参与度进行比对,作者能够比较各种形式的参与度和店铺访问频率之间的关系强度。结果显示,一些Facebook用户粘性与商店访问量的增加或减少显著相关,而另一些则没有明显的影响。实证支持了提议的DCE层次结构,认为反映强烈DCE的约定与购买频率的关系比反映中度或弱DCE的约定更强。
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引用次数: 7
Inside Front Cover: TOC 内封面:TOC
IF 11.8 1区 管理学 Q1 BUSINESS Pub Date : 2021-11-01 DOI: 10.1016/S1094-9968(21)00055-4
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引用次数: 0
Buddies as In-Group Influencers in Online Support Groups: A Social Network Analysis of Processes and Outcomes 好友作为在线支持小组中的群体内影响者:过程和结果的社交网络分析
IF 11.8 1区 管理学 Q1 BUSINESS Pub Date : 2021-09-17 DOI: 10.1177/10949968221076144
Ali Esmaeeli, C. Pechmann, J. Prochaska
Buddies, serving as in-group influencers to aid demographically similar cobuddies, are extensively used in face-to-face support groups to enhance positive social influence. The authors examine the efficacy of buddies in online support groups and investigate underlying mediating processes using social network analysis. They observe what happens when members of support groups for quitting smoking, including members who are relatively active and less active in the group, after a few days are called on to be buddies and assigned to specific cobuddies. The findings indicate that, consistent with normative expectations for buddies, members form especially strong ties with their designated cobuddies. The more active buddies are in the group, the stronger the ties they form with their cobuddies and, in turn, their cobuddies form stronger ties with group members overall, which then relates to cobuddy goal attainment. The findings suggest that interactive marketers should consider using buddies in online support groups but observe activity levels before making buddy assignments, because positive outcomes are contingent on buddies being active in the group. Marketers should also ensure that online support group members post to everyone, not just their buddies, because ties formed among group members as a whole are crucial for goal attainment.
伙伴作为群体内的影响者,以帮助人口统计学上相似的伙伴,广泛用于面对面的支持团体,以增强积极的社会影响。作者检验了在线支持小组中的伙伴的功效,并使用社会网络分析调查了潜在的调解过程。他们观察了戒烟支持小组的成员,包括在小组中相对活跃和不太活跃的成员,在几天后被要求成为朋友,并被分配到特定的伙伴中会发生什么。研究结果表明,与对伙伴的规范期望一致,成员与他们指定的共同伙伴形成了特别牢固的联系。小组中越活跃的伙伴,他们与同伴之间的联系就越紧密,反过来,他们的同伴与小组成员之间的联系也越紧密,这与同伴目标的实现有关。研究结果表明,互动营销人员应该考虑在在线支持小组中使用伙伴,但在分配伙伴之前要观察活动水平,因为积极的结果取决于伙伴在小组中的活跃程度。营销人员还应该确保在线支持小组成员向每个人发布信息,而不仅仅是他们的朋友,因为在小组成员之间形成的整体关系对于实现目标至关重要。
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引用次数: 2
The Influence of Consumer–Brand Relationship on the Personalized Advertising Privacy Calculus in Social Media 消费者-品牌关系对社交媒体个性化广告隐私计算的影响
IF 11.8 1区 管理学 Q1 BUSINESS Pub Date : 2021-08-01 DOI: 10.1016/j.intmar.2021.01.001
Jameson L. Hayes , Nancy H. Brinson , Gregory J. Bott , Claire M. Moeller

Advertisers increasingly use personalized advertising that is tailored to consumers based on data concerning their preferences and behaviors, which is gained by collecting their personal information. The present study examines the role of consumer–brand relationships and social media platform contexts in effective personalized advertising. Consumers weigh the benefits of personalized brand information against forfeiting privacy by disclosing personal information. For the first time, a 2 (consumer–brand relationship: weaker/stronger) X 2 (data collection method: overt/covert) X 2 (platform: Facebook/Twitter) national online experiment was conducted to examine the personalization–privacy paradox in a social media context. The findings suggested that strong consumer–brand relationships affect the perceived value of information disclosure by bolstering the perceived benefits and mitigating perceived risks of disclosure whereas perceived risks dominated privacy calculus decisions when weak consumer–brand relationships were present. Theoretical and practical implications are discussed.

广告商越来越多地使用个性化广告,这种广告是根据消费者的偏好和行为数据量身定制的,这些数据是通过收集消费者的个人信息获得的。本研究考察了消费者品牌关系和社交媒体平台背景在有效个性化广告中的作用。消费者会权衡个性化品牌信息带来的好处,还是会因泄露个人信息而丧失隐私。本文首次进行了2(消费者-品牌关系:弱/强)x2(数据收集方法:公开/隐蔽)x2(平台:Facebook/Twitter)全国在线实验,以检验社交媒体背景下的个性化-隐私悖论。研究结果表明,强大的消费者品牌关系通过增加信息披露的感知利益和降低信息披露的感知风险来影响信息披露的感知价值,而当存在弱消费者品牌关系时,感知风险主导隐私计算决策。讨论了理论和实践意义。
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引用次数: 50
Investigating the Role of Product Assortment in Technology-Enabled Sales Platforms 调查产品组合在技术支持的销售平台中的作用
IF 11.8 1区 管理学 Q1 BUSINESS Pub Date : 2021-08-01 DOI: 10.1016/j.intmar.2020.12.001
Jacquelyn S. Thomas , Sandy D. Jap , William R. Dillon , Richard A. Briesch

Throughout a distribution channel, multiple sales platforms and technologies are leveraged to expand market reach and manage offering assortments. Yet, the literature is limited on how buyers who are channel intermediaries make purchase decisions across sales platforms particularly when platforms vary in their degree of technology enablement. This research investigates how B2B buyers respond to the offering, in terms of numerical assortment and quality, when the sales environments vary in their level of technology enablement. We examine the buyer's sales platform choice, purchase quantity, and tackle the seller's challenge of assortment integration. Buyers have a choice of purchasing from a low-tech platform where buyers are in-person and an auction determines sales, an Internet-enabled platform where remotely located buyers are price takers, and a hybrid platform that has a high level of technology enablement such that co-located and remotely located potential buyers simultaneously bid on the offering. A Hidden Markov Model captures the impact of different need states on buyers' decisions. Our findings: (1) uncover three distinct buyer profiles that have unique sales platform preferences and multiplatform buying tendencies that relate to their comfort with technology-enabled markets, (2) show that buyers exhibit distinct and dynamic needs that affect their sales platform choices and response to the platform offerings, (3) reveal that buyers experience diminishing returns to product assortment and condition at varying rates depending on their need state. Supporting our key findings, we find evidence of similar behaviors among consumers in a B2C multichannel context that includes an omnichannel. Additionally, we offer recommendations for B2B sellers regarding allocating and adjusting assortments to drive sales platform choice and revenues per buyer.

在整个分销渠道中,利用多种销售平台和技术来扩大市场范围和管理产品分类。然而,对于作为渠道中介的买家如何跨销售平台做出购买决策,特别是当平台的技术实现程度不同时,文献是有限的。本研究调查了当销售环境在技术支持水平上有所不同时,B2B买家对产品的数字分类和质量的反应。我们考察了买家的销售平台选择、购买数量,并解决了卖家的分类整合挑战。买家可以选择在低技术平台上购买,在这种平台上,买家是面对面的,拍卖决定销售;在互联网平台上,远程买家是价格接受者;在混合平台上,拥有高水平的技术支持,使同一地点和远程地点的潜在买家同时对产品进行竞标。隐马尔可夫模型捕捉了不同需求状态对购买者决策的影响。我们的研究发现:(1)揭示了三种不同的买家特征,他们具有独特的销售平台偏好和多平台购买倾向,这与他们对技术驱动市场的舒适度有关;(2)表明买家表现出独特的动态需求,影响他们对销售平台的选择和对平台产品的反应;(3)揭示了买家对产品分类和条件的回报递减,这取决于他们的需求状态。为了支持我们的主要发现,我们发现了包括全渠道在内的B2C多渠道环境中消费者之间类似行为的证据。此外,我们为B2B卖家提供关于分配和调整分类的建议,以推动销售平台的选择和每个买家的收入。
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引用次数: 4
This Way Up: The Effectiveness of Mobile Vertical Video Marketing This Way Up:移动垂直视频营销的有效性
IF 11.8 1区 管理学 Q1 BUSINESS Pub Date : 2021-08-01 DOI: 10.1016/j.intmar.2020.12.002
Lana Mulier, Hendrik Slabbinck, Iris Vermeir

The mobile environment of the 2020s is experiencing a vertical video revolution. The portrait, or vertical, screen format is replacing the traditional landscape, or horizontal, format to become the default for mobile video production and consumption. With the increasing use of vertical videos, an important, yet unanswered, question is how mobile users respond to this format. Therefore, we examine the effectiveness of mobile vertical versus horizontal video advertisements in terms of consumer interest, engagement, and processing fluency, as well as the underlying mechanism of the effort of watching the video ad on a smartphone in three studies. In a large-scale field study, we demonstrate that mobile vertical video ads increase consumer interest and engagement compared to horizontal video ads. In two experimental studies, we further show that mobile users process vertical video ads more fluently than horizontal video ads. Exploring the underlying mechanism for this effect, we find that mobile users experience less effort when watching a video ad vertically (vs. horizontally) on the smartphone in full-screen, as watching a vertical video does not require turning the phone. Importantly, we find that mobile users' age moderates this indirect effect, as younger mobile users (Generation Z) process mobile vertical video ads more fluently than older Generations X and Y. This article closes with implications for theory and suggestions for mobile marketers.

21世纪20年代的移动环境正在经历一场垂直视频革命。纵向屏幕格式正在取代传统的横向屏幕格式,成为移动视频制作和消费的默认格式。随着垂直视频的使用越来越多,一个重要但尚未解决的问题是,移动用户对这种格式的反应如何。因此,我们在三项研究中从消费者兴趣、参与度和处理流畅性方面考察了移动垂直视频广告与水平视频广告的有效性,以及在智能手机上观看视频广告的潜在机制。在一项大规模的实地研究中,我们证明了与水平视频广告相比,移动垂直视频广告提高了消费者的兴趣和参与度。在两项实验研究中,我们进一步表明,移动用户比水平视频广告更流畅地处理垂直视频广告。探索这种影响的潜在机制,我们发现移动用户在智能手机上以全屏方式垂直(相对于水平)观看视频广告时花费的精力更少。因为观看垂直视频不需要转动手机。重要的是,我们发现移动用户的年龄调节了这种间接影响,因为年轻的移动用户(Z一代)比X一代和y一代更熟练地处理移动垂直视频广告。本文最后为移动营销人员提供了理论和建议。
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引用次数: 27
The Effectiveness of Triggered Email Marketing in Addressing Browse Abandonments 触发式电子邮件营销在解决用户放弃浏览行为方面的有效性
IF 11.8 1区 管理学 Q1 BUSINESS Pub Date : 2021-08-01 DOI: 10.1016/j.intmar.2021.02.002
Marcel Goic , Andrea Rojas , Ignacio Saavedra

Triggered emails are personalized messages that are automatically sent as a response to specific actions or states of customers. Typical examples of this type of campaign include cross-selling recommendations, cart abandonment reminders, and re-engagement emails. Despite the widespread growth of these strategies, there has been no formal evaluation of their effectiveness. This paper investigates the impact of one type of triggered email campaign by using an experimental approach. We identify customers who had recently browsed the website of a multichannel retailer but had abandoned the process before making a purchase. Approximately half of the sample was randomly selected to receive automated emails with different configurations, while the other half receive no message at all. Comparison of the sales of these two groups indicates that browse abandonment emails have increase revenues in the online channel and in the triggered category. In terms of the design of the campaign, we found that the implementation of triggered emails plays an important role in their effectiveness. In this regard our result indicates that retargeting based on longer navigation histories is associated with larger conversions and that recommendations of wider assortments are associated with larger revenues.

触发的电子邮件是作为对客户的特定操作或状态的响应而自动发送的个性化消息。这类活动的典型例子包括交叉销售推荐、购物车放弃提醒和重新参与电子邮件。尽管这些战略得到广泛发展,但尚未对其有效性进行正式评价。本文通过实验方法研究了一种触发电子邮件活动的影响。我们识别最近浏览过多渠道零售商网站但在购买前放弃该流程的客户。大约一半的样本被随机选择接收不同配置的自动电子邮件,而另一半则根本没有收到任何消息。对比这两组的销售额可以发现,放弃浏览邮件增加了在线渠道和触发类别的收入。在活动的设计方面,我们发现触发电子邮件的实施对其有效性起着重要作用。在这方面,我们的结果表明,基于更长的导航历史的重定向与更大的转换相关,而更广泛的分类推荐与更大的收入相关。
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引用次数: 18
Inside Front Cover: TOC 内封面:TOC
IF 11.8 1区 管理学 Q1 BUSINESS Pub Date : 2021-08-01 DOI: 10.1016/S1094-9968(21)00038-4
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引用次数: 0
期刊
Journal of Interactive Marketing
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