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Platform-level consequences of performance-based commission for service providers: Evidence from ridesharing 基于绩效的佣金对服务提供商的平台级影响:共享出行的证据
IF 18.2 1区 管理学 Q1 BUSINESS Pub Date : 2024-03-08 DOI: 10.1007/s11747-024-01005-0
Orhan Bahadır Doğan, V. Kumar, Avishek Lahiri

Ridesharing platforms compensate drivers using a fixed commission system that does not systematically reward effective drivers, which reduces platform engagement. Unsurprisingly, driver transaction activity is intermittent and service unpredictable. Influenced by agency theory, we propose a variable commission that jointly accounts for drivers’ transactions and service performance. To alleviate disengagement, we propose a customer-oriented engagement framework that challenges the notion of the sole monetary focus of drivers. We compare the effects of variable and fixed commission schemes on consequences such as driver net revenue and referral value, mediated by attitudinal outcomes. In a 3-month cluster-randomized field experiment with 3,367 ridesharing drivers across 16 cities and two population tiers, we show improvements in driver satisfaction and emotional connectedness accentuated by goal-oriented feedback. Variable commission with goal-oriented feedback translates to a 24.5% rise in revenue, a 19.5% increase in referral value, and a 43.21% lower churn. A cost–benefit analysis reinforces these results.

共享出行平台采用固定佣金制度对司机进行补偿,但这种制度无法系统地奖励有效的司机,从而降低了平台的参与度。毫不奇怪,司机的交易活动是断断续续的,服务也是不可预测的。受代理理论的影响,我们提出了一种可变佣金制,该佣金制将司机的交易和服务表现结合起来考虑。为了缓解司机不参与的情况,我们提出了一个以客户为导向的参与框架,挑战了司机只关注金钱的观念。我们比较了可变佣金方案和固定佣金方案对司机净收入和推荐价值等结果的影响,并以态度结果为中介。在一项为期 3 个月的分组随机现场实验中,我们对 16 个城市和两个人口层级的 3367 名共享单车司机进行了调查,结果表明,以目标为导向的反馈能够提高司机的满意度和情感联系。以目标为导向的可变佣金反馈使收入增加了 24.5%,推荐价值增加了 19.5%,流失率降低了 43.21%。成本效益分析证实了这些结果。
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引用次数: 0
The accessor effect: How (and for whom) renters’ lack of perceived brand commitment dilutes brand image 租用者效应:租用者缺乏品牌承诺如何(以及对谁而言)削弱品牌形象
IF 18.2 1区 管理学 Q1 BUSINESS Pub Date : 2024-03-08 DOI: 10.1007/s11747-024-01006-z
Aaron J. Barnes, Tiffany Barnett White

To compete against disruptive startups such as Rent the Runway and Zipcar, many established brands have shifted from traditional ownership business models to access business models by providing short-term rentals of existing goods. Despite their growing popularity, surprisingly little is known about how access offers affect consumer responses. The current research addresses this gap and reveals unintended consequences of introducing branded access offers. Across four experiments, the authors find that consumers whose brand attachment reflects their identity as a member of a group (e.g., those with a high group-brand connection) think that access versus traditional (ownership-based) offers more negatively impact parent brand image. This accessor effect occurs because consumers with high group-brand connections are differentially sensitive to accessors’ perceived lack of brand commitment. Consistent with our perceived commitment account, the effect can be mitigated when access offer rental periods are longer (vs. shorter).

为了与 Rent the Runway 和 Zipcar 等颠覆性初创企业竞争,许多知名品牌已从传统的所有权商业模式转向使用权商业模式,提供现有商品的短期租赁服务。尽管这种模式越来越受欢迎,但令人惊讶的是,人们对 "使用权 "如何影响消费者的反应知之甚少。目前的研究填补了这一空白,并揭示了引入品牌使用优惠所带来的意想不到的后果。通过四项实验,作者发现,那些对品牌的依恋反映了他们作为群体成员身份的消费者(例如,那些与群体品牌联系紧密的消费者)认为,与传统(基于所有权的)优惠相比,使用权优惠对母公司品牌形象的负面影响更大。之所以会出现这种访问者效应,是因为与群体品牌关联度高的消费者对访问者缺乏品牌承诺的感知敏感度不同。与我们的 "感知承诺 "观点一致的是,当租赁期较长(与较短)时,这种效应会得到缓解。
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引用次数: 0
Cobotic service teams and power dynamics: Understanding and mitigating unintended consequences of human-robot collaboration in healthcare services 机器人服务团队和权力动态:了解和减轻人类与机器人在医疗保健服务领域合作的意外后果
IF 18.2 1区 管理学 Q1 BUSINESS Pub Date : 2024-03-02 DOI: 10.1007/s11747-024-01004-1
Ilana Shanks, Maura L. Scott, Martin Mende, Jenny van Doorn, Dhruv Grewal

In cobotic service teams, employees and robots collaborate to serve customers. As cobotic teams become more prevalent, a key question arises: How do consumers respond to cobotic teams, as a function of the roles shared by employees and robots (robots in superordinate roles as team leaders and humans in subordinate roles as assistants, or vice versa)? Six studies, conducted in different healthcare settings, show that consumers respond less favorably to robot-led (vs. human-led) teams. In delineating the process underlying these responses, the authors demonstrate that consumers ascribe less power to robot (vs. human) team leaders, which increases consumer anxiety and drives downstream responses through serial mediation. Further examining the power dynamics in cobotic service encounters, the authors identify boundary conditions that help mitigate negative consumer responses (increasing consumers’ power by letting them choose the robot in the service team, leveraging consumers’ power distance beliefs, and reinforcing the robot’s performance capabilities).

在协作机器人服务团队中,员工和机器人合作为客户提供服务。随着协作机器人团队越来越普遍,一个关键问题随之而来:根据员工和机器人分担的角色(机器人作为团队领导扮演上级角色,而人类作为助手扮演下级角色,或者反之亦然),消费者对机器人团队的反应如何?在不同的医疗环境中进行的六项研究表明,消费者对机器人领导的团队(与人类领导的团队相比)反应较差。在描述这些反应的基本过程时,作者表明,消费者认为机器人(与人类)团队领导者的权力较小,这增加了消费者的焦虑,并通过序列调解驱动下游反应。作者进一步研究了协作机器人服务中的权力动态,确定了有助于减轻消费者负面反应的边界条件(通过让消费者选择服务团队中的机器人来增加消费者的权力、利用消费者的权力距离信念以及强化机器人的性能)。
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引用次数: 0
Soothing the unsatisfied or pleasing the satisfied? The effects of managerial responses to positive versus negative reviews on customer ratings and financial performance 安抚不满意者还是取悦满意者?管理者对正面和负面评论的回应对顾客评分和财务业绩的影响
IF 18.2 1区 管理学 Q1 BUSINESS Pub Date : 2024-03-01 DOI: 10.1007/s11747-024-01010-3

Abstract

Managerial responses (MRs) have gained increasing attention as an important intervention strategy for addressing online customer reviews. This study seeks to answer the question of how a firm should prioritize responding to customers’ positive reviews (MR-P) and negative reviews (MR-N). We examine the differential effect of the MR-P ratio and the MR-N ratio on subsequent customer review ratings and a firm’s financial performance. Our findings show that while the MR-P ratio leads to an increase in subsequent customer review ratings and revenue, the MR-N ratio results in a decrease in customer review ratings and revenue in the short run, but contributes to improvements in these metrics in the long run. Furthermore, we find that the influence of MR-P and MR-N on subsequent review ratings diminishes among firms whose MRs contain highly similar content and firms whose competitors actively create MRs. This research not only advances our understanding of the managerial response literature but also provides valuable guidance for firms seeking to maximize the effectiveness of their MR campaigns.

摘要 管理者回应(MRs)作为处理在线客户评论的一种重要干预策略,受到越来越多的关注。本研究试图回答这样一个问题:企业应该如何优先回应客户的正面评论(MR-P)和负面评论(MR-N)。我们研究了 MR-P 比率和 MR-N 比率对后续客户评论评级和公司财务业绩的不同影响。我们的研究结果表明,MR-P 比率会导致后续客户评论评级和收入的增加,而 MR-N 比率则会在短期内导致客户评论评级和收入的减少,但从长远来看却有助于改善这些指标。此外,我们还发现,MR-P 和 MR-N 对后续评论评级的影响在 MR 内容高度相似的企业和竞争对手积极创建 MR 的企业中会减弱。这项研究不仅加深了我们对管理回应文献的理解,还为企业寻求最大化其管理回应活动的有效性提供了有价值的指导。
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引用次数: 0
Marketing’s role in promoting dignity and human rights: A conceptualization for assessment and future research 市场营销在促进尊严和人权方面的作用:评估和未来研究的概念化
IF 18.2 1区 管理学 Q1 BUSINESS Pub Date : 2024-03-01 DOI: 10.1007/s11747-024-01008-x
Cait Lamberton, Tom Wein, Andrew Morningstar, Sakshi Ghai

We offer a framework to assess marketing activities for their relationship to human rights, grounded in the recognition that respect for dignity—the inalienable, inherent, and equal value possessed by all humans—is at their core. Drawing from historical and recent thought in philosophy, management and medicine, we focus on three factors of dignity: recognition, agency and equity. We then integrate academic research from our own field as the basis of a marketing-specific conceptualization of dignity, offering a list of assessment questions for firms desiring to integrate dignity into their marketing activities. Given the nascent state of research on dignity in marketing, we also propose a set of questions for future inquiry. We close with three case studies that highlight organizations’ success or failure in affirming dignity in areas relevant to the Sustainable Development Goals, and offer an invitation to esearchers to partner with global dignity-centric organizations to continue this work across cultures and challenges.

我们提供了一个评估营销活动与人权关系的框架,其基础是承认尊重尊严--全人类所拥有的不可剥夺的、固有的和平等的价值--是营销活动的核心。借鉴哲学、管理学和医学的历史和最新思想,我们重点关注尊严的三个因素:认可、代理和公平。然后,我们整合了自己领域的学术研究,将其作为市场营销特定尊严概念化的基础,并为希望将尊严融入市场营销活动的公司提供了一系列评估问题。鉴于有关市场营销中尊严的研究尚处于起步阶段,我们还提出了一系列供未来探索的问题。最后,我们通过三个案例研究,重点介绍了各组织在与可持续发展目标相关的领域中肯定尊严的成败得失,并邀请研究人员与全球以尊严为中心的组织合作,继续开展这项跨越文化和挑战的工作。
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引用次数: 0
Brand warmth elicits feedback, not complaints 品牌温情引发反馈,而非抱怨
IF 18.2 1区 管理学 Q1 BUSINESS Pub Date : 2024-03-01 DOI: 10.1007/s11747-024-01009-w

Abstract

Consumers perceive brands on their intended goals that can benefit or harm consumers. These warmth perceptions become consequential when a consumer experiences a product-harm incident. Conventional wisdom suggests that brand warmth may inhibit consumers from reporting such incidents to the brand and/or regulators. However, the authors’ analyses of field data show that brand warmth increases the number of reports of harm incidents. Yet consumers’ underlying motive is to provide feedback rather than complain. Indeed, using machine learning and regressions, and laboratory experiments, the authors demonstrate that brand warmth boosts the proportion of feedback (vs. complaint) reports. Next, they theorize and show that brand warmth induces consumer benevolence, which drives the consumer toward feedback (vs. complaint). Lastly, the authors demonstrate that if managers of a warm brand acknowledge the consumer’s feedback motive in their recovery messages, such acknowledgement enhances consumer satisfaction. The research extends the discipline’s knowledge on how a brand’s warmth perceptions impact consumers’ responses in the aftermath of a product-harm incident and what intervention managers can use in such a context.

摘要 消费者会根据品牌的预期目标来感知品牌,这些目标可能会使消费者受益,也可能会对消费者造成伤害。当消费者遭遇产品伤害事件时,这些对品牌温暖度的感知就会产生影响。传统观念认为,品牌温暖度可能会抑制消费者向品牌和/或监管机构报告此类事件。然而,作者对现场数据的分析表明,品牌温暖度会增加危害事件的报告数量。然而,消费者的根本动机是提供反馈而非投诉。事实上,作者利用机器学习、回归和实验室实验证明,品牌温暖度会提高反馈(与投诉)报告的比例。接下来,他们从理论上证明了品牌温暖会诱发消费者的善意,从而促使消费者做出反馈(相对于投诉)。最后,作者证明,如果一个温暖品牌的管理者在其恢复信息中承认消费者的反馈动机,这种承认会提高消费者的满意度。这项研究拓展了该学科的知识面,即品牌的温暖感如何影响消费者在产品伤害事件发生后的反应,以及管理者在这种情况下可以采取哪些干预措施。
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引用次数: 0
Revitalizing educational institutions through customer focus 以客户为中心振兴教育机构
IF 18.2 1区 管理学 Q1 BUSINESS Pub Date : 2024-02-23 DOI: 10.1007/s11747-024-01007-y
Vikas Mittal, Jihye Jung

Despite the importance of education in terms of spending and its impact, dissatisfaction with traditional public schools is growing due to students’ underperformance. One reason, among many, is the lack of strategic focus among educational institutions. The authors theoretically and empirically demonstrate the benefits of a customer-focused approach to strategy planning and execution for improving student performance. A customer-focused strategy enables educational institutions to identify customer needs providing the most value to customers, align strategy execution to those needs, and ultimately improve customer loyalty and academic outcomes. We demonstrate the approach using data from qualitative interviews with school leaders and surveys from 10,644 K12 parents. We conclude that a customer-focused approach helps educational institutions satisfy their customers and achieve higher academic outcomes.

尽管教育在支出及其影响方面非常重要,但由于学生成绩不佳,人们对传统公立学校的不满与日俱增。其中一个原因是教育机构缺乏战略重点。作者从理论和实证角度论证了以客户为中心的战略规划和执行方法对提高学生成绩的益处。以客户为中心的战略使教育机构能够识别客户需求,为客户提供最大价值,并根据这些需求调整战略执行,最终提高客户忠诚度和学术成果。我们利用对学校领导的定性访谈和对 10,644 名 K12 学生家长的调查数据来展示这种方法。我们的结论是,以客户为中心的方法有助于教育机构满足客户需求,取得更高的学术成果。
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引用次数: 0
Delivering affordable clean energy to consumers 为消费者提供负担得起的清洁能源
IF 18.2 1区 管理学 Q1 BUSINESS Pub Date : 2024-02-05 DOI: 10.1007/s11747-024-01003-2
Praveen K. Kopalle, Jesse Burkhardt, Kenneth Gillingham, Lauren S. Grewal, Nailya Ordabayeva

We develop a marketing-centric framework for delivering affordable, clean energy to consumers by leveraging the marketing 4 Ps to encourage a bi-directional flow of information between firms and consumers. Using a multimethod approach that covers a consumer survey, field experiment, and a decarbonization simulation to test the various aspects of the framework, our findings point to the need for a “system-wide” solution. Specifically, we examine consumer responsiveness to multiple levers within the 4 Ps, showcase the real effects of a combination of an automated solution and dynamic electricity pricing on behavior, and examine the role of dynamic prices and automation in transitioning to 100% clean electricity. We argue that there are ways to achieve affordable, 100% clean energy that many consumers will adopt. We conclude with a set of research questions examining additional aspects of the 4 Ps that can be leveraged to facilitate the wide-spread adoption of clean energy solutions.

我们开发了一个以营销为中心的框架,通过利用营销 4P,鼓励信息在企业和消费者之间双向流动,从而向消费者提供负担得起的清洁能源。我们采用多种方法(包括消费者调查、现场实验和去碳化模拟)来测试该框架的各个方面,我们的研究结果表明需要一个 "全系统 "的解决方案。具体来说,我们研究了消费者对 4 Ps 中多个杠杆的反应,展示了自动化解决方案和动态电价相结合对行为的实际影响,并研究了动态电价和自动化在过渡到 100% 清洁电力中的作用。我们认为,有一些方法可以实现经济实惠的 100% 清洁能源,许多消费者都会采用。最后,我们提出了一系列研究问题,探讨 4 P 的其他方面,以促进清洁能源解决方案的广泛采用。
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引用次数: 0
(Mis)alignment between facial and textual emotions and its effects on donors engagement behavior in online crowdsourcing platforms (面部情绪与文本情绪之间的(错误)吻合及其对在线众包平台中捐赠者参与行为的影响
IF 18.2 1区 管理学 Q1 BUSINESS Pub Date : 2024-01-25 DOI: 10.1007/s11747-024-01002-3
Elham Yazdani, Anindita Chakravarty, Jeff Inman

Although textual and facial emotion expressions in prosocial appeals have been studied separately in past research, there has been little work on the misalignment (compared to alignment) between them. Using a multi-method approach comprising experiments and panel data of 6,098 crowdfunding projects from Gofundme, we investigate how emotions expressed in the cover image and the project description interact to increase potential donors’ engagement as measured by metrics relevant to the platform, i.e., donation amount per donor. More specifically, we focus on the misalignment (vs. alignment) between happy and sad facial expressions in images and the positive and negative emotions in the project description. Our empirical analysis shows that misalignment scenarios have a bigger positive impact on the donor’s contributed amount, compared to alignment scenarios. We also show that such a relative impact is heterogeneous and differs based on expressed urgency, beneficiary age, and progress towards donation goal. We make a theoretical contribution via assessing the extent of cognitive processing in misalignment vs alignment cases. We propose situations with a tradeoff such that the extent of cognitive processing of multimodal information content can be reduced due to simultaneous activation of affective processing. Our research provides strategic recommendations for platforms to increase donors’ engagement and platform revenue management.

虽然在过去的研究中对亲社会呼吁中的文字和面部情绪表达分别进行了研究,但很少有研究对它们之间的错位(与对齐相比)进行研究。我们采用多种方法,包括实验和来自 Gofundme 的 6,098 个众筹项目的面板数据,研究了封面图片和项目描述中表达的情感如何相互作用,以提高潜在捐赠者的参与度(通过与平台相关的指标(即每位捐赠者的捐赠金额)来衡量)。更具体地说,我们关注图片中快乐和悲伤的面部表情与项目描述中积极和消极情绪之间的错位(与对位)。我们的实证分析表明,与对齐情景相比,错位情景对捐赠者的捐赠金额有更大的积极影响。我们还表明,这种相对影响是异质的,根据所表达的紧迫性、受益人年龄和实现捐赠目标的进度而有所不同。我们通过评估不对齐与对齐情况下的认知处理程度做出了理论贡献。我们提出了一种权衡情况,即由于同时激活了情感处理,多模态信息内容的认知处理程度可以降低。我们的研究为平台提高捐赠者参与度和平台收入管理提供了战略建议。
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引用次数: 0
Beyond text: Marketing strategy in a world turned upside down 超越文字:颠倒世界中的营销战略
IF 18.2 1区 管理学 Q1 BUSINESS Pub Date : 2024-01-18 DOI: 10.1007/s11747-023-01000-x
Xin (Shane) Wang, Neil Bendle, Yinjie Pan

Analyzing unstructured text, e.g., online reviews and social media, has already made a major impact, yet a vast array of publicly available, unstructured non-text data houses latent insight into consumers and markets. This article focuses on three specific types of such data: image, video, and audio. Many researchers see the potential in analyzing these data sources, going beyond text, but remain unsure about how to gain insights. We review prior research, give practical methodological advice, highlight relevant marketing questions, and suggest avenues for future exploration. Critically, we spotlight the machine learning capabilities of major platforms like AWS, GCP, and Azure, and how they are equipped to handle such data. By evaluating the performance of these platforms in tasks relevant to marketing managers, we aim to guide researchers in optimizing their methodological choices. Our study has significant managerial implications by identifying actionable procedures where abundant data beyond text could be utilized.

分析非结构化文本(如在线评论和社交媒体)已经产生了重大影响,但大量公开可用的非结构化非文本数据也蕴含着对消费者和市场的潜在洞察力。本文重点讨论此类数据的三种具体类型:图像、视频和音频。许多研究人员看到了分析这些数据源的潜力,超越了文本的范畴,但仍然不知道如何获得洞察力。我们回顾了之前的研究,给出了实用的方法建议,强调了相关的营销问题,并提出了未来探索的途径。重要的是,我们重点介绍了 AWS、GCP 和 Azure 等主要平台的机器学习功能,以及它们是如何处理此类数据的。通过评估这些平台在与营销经理相关的任务中的表现,我们旨在指导研究人员优化其方法选择。我们的研究具有重要的管理意义,它确定了可以利用文本以外的丰富数据的可行程序。
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引用次数: 0
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Journal of the Academy of Marketing Science
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