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Should service firms introduce algorithmic advice to their existing customers? The moderating effect of service relationships 服务公司是否应该向现有客户提供算法建议?服务关系的调节作用
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2023-06-01 DOI: 10.1016/j.jretai.2023.05.001
Benjamin von Walter , Daniel Wentzel , Stefan Raff

An increasing number of service firms are introducing algorithmic advice to their customers. In this research, we examine the introduction of such tools from a relational perspective and show that the type of relationship a customer has with a service firm moderates his or her response to algorithmic advice. Studies 1 and 2 find that customers in communal relationships are more reluctant to use algorithmic advice instead of human advice than customers in exchange relationships. Study 3 shows that offering customers algorithmic advice may harm communal relationships but not exchange relationships. Building on these findings, Studies 4, 5, and 6 examine how firms can mitigate the potentially negative relational consequences of algorithmic advice. While a fallback option that signals that customers can request additional human advice if needed is effective in preventing relational damages in communal relationships, this same intervention backfires in exchange relationships. These findings have important implications by showing that managers need to consider the relational consequences of introducing algorithmic advice to existing customers.

越来越多的服务公司正在向他们的客户引入算法建议。在本研究中,我们从关系的角度考察了这些工具的引入,并表明客户与服务公司的关系类型调节了他或她对算法建议的反应。研究1和研究2发现,在公共关系中的客户比在交换关系中的客户更不愿意使用算法建议而不是人类建议。研究3表明,向客户提供算法建议可能会损害公共关系,但不会损害交换关系。在这些发现的基础上,研究4、5和6研究了公司如何减轻算法建议的潜在负面影响。当一个备选选项表明,如果需要的话,顾客可以请求额外的人力建议,这在防止公共关系中的关系损害方面是有效的,但同样的干预在交换关系中却适得其反。这些发现具有重要的意义,表明管理者需要考虑向现有客户引入算法建议的关系后果。
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引用次数: 0
Multiple psychological climates and employee self-regulatory focus: Implications for frontline employee work behavior and service performance 多重心理气候与员工自我调节焦点:对一线员工工作行为和服务绩效的影响
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2023-06-01 DOI: 10.1016/j.jretai.2023.03.002
Keo Mony Sok , Tracey S. Danaher , Phyra Sok

Frontline employees (FLEs) play a critical role in shaping customer experiences and purchase intentions in retail settings. Yet not all FLEs display the same work behaviors or motivational tendencies. Adopting person-environment fit theory, this research investigates whether multiple work climates can coexist within a workplace to support FLEs with different work behaviors. Using multisource data from 285 FLEs and 31 supervisors in the retail banking sector, this study examines whether a quality-focused climate and an initiative-focused climate positively influence FLE service performance via different FLE behaviors. It also examines the moderating effect of FLE self-regulatory focus on the relationship between work climate and FLE behaviors. The results demonstrate that when FLEs are willing to innovate and take risks, a work climate that supports initiative-taking will encourage them to go beyond prescribed job roles to satisfy customer needs. In contrast, when FLEs seek to minimize or avoid risks, a work climate that reinforces rule adherence will support them in using standardized procedures to satisfy customer needs. Managers should not assume that one climate fits all or that one climate is better than the other as this study shows that a quality-focused and an initiative-focused climate can operate in tandem to enhance FLE service performance.

在零售环境中,一线员工在塑造顾客体验和购买意愿方面发挥着至关重要的作用。然而,并不是所有的员工都表现出相同的工作行为或动机倾向。本研究采用人-环境契合理论,探讨多种工作氛围是否可以在工作场所共存,以支持具有不同工作行为的员工。本研究利用零售银行业285家金融服务机构和31名监管机构的多源数据,考察了以质量为中心的环境和以主动性为中心的环境是否会通过不同的金融服务行为对金融服务绩效产生积极影响。它还检验了FLE自我监管重点对工作气氛和FLE行为之间关系的调节作用。结果表明,当员工愿意创新和承担风险时,支持主动性的工作环境将鼓励他们超越规定的工作角色,以满足客户需求。相反,当企业寻求最小化或避免风险时,加强遵守规则的工作环境将支持他们使用标准化程序来满足客户需求。管理者不应该假设一种气候适合所有人,或者一种气候比另一种气候更好,因为本研究表明,以质量为中心和以主动性为中心的气候可以协同工作,以提高FLE服务绩效。
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引用次数: 0
A comparison of online recommendation methods: Simultaneous versus sequential approaches 在线推荐方法的比较:同步与顺序方法
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2023-06-01 DOI: 10.1016/j.jretai.2023.02.001
Hwang Kim , Vithala R. Rao

This study investigates the relative profitability of online recommendations (sequential or simultaneous) of durable goods used by various firms, such as Walmart and Amazon. To achieve this, we develop a utility model (specified in terms of product attributes) that captures the complementarity between the recommended products. To recover customers’ utility for simultaneous or sequential purchases of durable goods, we conduct incentive-aligned conjoint experiments in which participants select a combination of fully or partially complementary products. The results reveal that the product attribute associations are more noticeable for fully complementary product categories. In addition, customers tend to balance comparable attributes when buying durable goods sequentially over time, while they reinforce comparable attributes when buying simultaneously. The profit analysis based on the estimates shows that the recommendations for simultaneous purchases can yield higher profits for fully complementary product categories than for sequential recommendation purchases. However, the recommendations for sequential purchases generate higher earnings for partially complementary product categories than for simultaneous recommendation purchases. A simulation study reveals that the profits differ considerably by combinations of product attributes because customers evaluate complementarity among attributes differently between the two recommendations.

本研究调查了在线推荐(顺序或同时)各种公司使用的耐用品的相对盈利能力,如沃尔玛和亚马逊。为了实现这一点,我们开发了一个实用新型(根据产品属性指定),它捕获了推荐产品之间的互补性。为了恢复消费者同时或连续购买耐用品的效用,我们进行了激励一致的联合实验,参与者选择完全或部分互补产品的组合。结果表明,对于完全互补的产品类别,产品属性关联更为显著。此外,随着时间的推移,消费者在连续购买耐用品时倾向于平衡可比属性,而在同时购买时则倾向于强化可比属性。基于估计的利润分析表明,对于完全互补的产品类别,同时购买的推荐比顺序购买的推荐产生更高的利润。但是,对于部分互补的产品类别,顺序购买的建议比同时推荐购买的建议产生更高的收益。仿真研究表明,由于顾客对产品属性之间互补性的评价不同,产品属性组合的利润差异较大。
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引用次数: 1
I might try it: Marketing actions to reduce consumer disgust toward insect-based food 我可能会尝试一下:采取营销行动来减少消费者对昆虫食品的厌恶
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2023-03-01 DOI: 10.1016/j.jretai.2022.12.003
Rumen Pozharliev , Matteo De Angelis , Dario Rossi , Richard Bagozzi , Cesare Amatulli

Despite the potential health- and sustainability-related benefits of insect-based food products, many consumers do not perceive them as an alternative to conventional foods. This research provides a systematic approach to explain consumer reactions to insect-based food products conducting a series of multi-method studies involving implicit, self-reported, and actual behavioral responses to real insect-based food products (provided by a partner company). The authors investigate how product type (i.e., whether the insect-based food is utilitarian or hedonic in nature) and packaging characteristics (i.e., whether the image of a real or stylized insect is present on the front packaging or not) interact with consumer-related characteristics (i.e., health consciousness and food neophobia) to affect feelings of disgust, which in turn influence willingness to try insect-based food products. A distinctive feature of this research is that a partner company used the findings to change its marketing tactics and observed an improvement in its market performance. Our research has clear implications for marketing managers trying to overcome consumer resistance to eating insect-based foods, as well as retail managers considering marketing such food products.

尽管以昆虫为基础的食品具有潜在的健康和可持续性方面的好处,但许多消费者并不认为它们是传统食品的替代品。本研究提供了一个系统的方法来解释消费者对昆虫食品的反应,通过一系列的多方法研究,包括对真实昆虫食品的内隐、自我报告和实际行为反应(由合作伙伴公司提供)。作者调查了产品类型(即,昆虫食品本质上是功利的还是享乐的)和包装特征(即,包装正面是否有真实的或拟制的昆虫形象)如何与消费者相关的特征(即,健康意识和食品恐惧症)相互作用,从而影响厌恶感,进而影响尝试昆虫食品的意愿。本研究的一个显著特点是,一家合作伙伴公司利用研究结果改变了其营销策略,并观察到其市场表现有所改善。我们的研究对试图克服消费者对食用昆虫类食品的抵制的营销经理以及考虑营销此类食品的零售经理有明确的启示。
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引用次数: 6
Journal of retailing editorial, March 2023 issue 《零售杂志》社论,2023年3月号
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2023-03-01 DOI: 10.1016/j.jretai.2023.03.001
Katrijn Gielens
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引用次数: 0
Executive Summaries 执行概要
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2023-03-01 DOI: 10.1016/S0022-4359(23)00010-6
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引用次数: 0
“If you loved our product”: Do conditional review requests harm retailer loyalty? “如果你喜欢我们的产品”:有条件的评论请求会损害零售商的忠诚度吗?
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2023-03-01 DOI: 10.1016/j.jretai.2022.09.002
Nevena T. Koukova , Rebecca Jen-Hui Wang , Mathew S. Isaac

Online retailers frequently solicit reviews from customers who have recently purchased their products or services. This research examines how consumers react to conditional requests—wherein a retailer explicitly asks them to consider their experience but to only leave a review if this experience was favorable—versus more neutral unconditional requests. The provision of conditional requests is widespread, presumably because retailers believe that such requests will yield more positive reviews. Irrespective of whether these potential benefits materialize, the present research demonstrates that the consequences of conditional requests on customer loyalty (i.e., retailer engagement and repeat purchase behavior) are uniformly negative and surprisingly expansive. Six experiments with over 3,000 participants reveal that customers who receive conditional (vs. unconditional) requests are subsequently less loyal to the retailer, whom they perceive as manipulative and untrustworthy. This research also shows that easily implementable message modifications can attenuate (although not necessarily eliminate) the adverse effects of conditional requests on customer loyalty. Substantively, this work highlights how the messaging used in a review request affects customers’ inferences as well as their later judgments and behaviors. Managerially, the findings should exhort online retailers to exercise caution before sending conditional review requests given the risk of reputational harm.

在线零售商经常征求最近购买其产品或服务的客户的评论。这项研究考察了消费者对条件要求的反应——零售商明确要求他们考虑他们的经历,但只有在这种经历是好的情况下才会留下评论——与更中性的无条件要求相比。提供有条件的请求很普遍,大概是因为零售商认为这样的请求会产生更多的正面评价。不管这些潜在的好处是否实现,目前的研究表明,有条件的要求对顾客忠诚度(即零售商参与和重复购买行为)的影响一致是负面的,而且令人惊讶地广泛。有超过3000名参与者参与的六项实验表明,收到有条件(与无条件)要求的顾客随后对零售商的忠诚度降低,他们认为零售商是操纵者和不值得信任的。这项研究还表明,容易实现的消息修改可以减弱(尽管不一定消除)有条件请求对客户忠诚度的不利影响。实质上,这项工作强调了在审查请求中使用的消息传递如何影响客户的推断以及他们后来的判断和行为。从管理上讲,鉴于声誉受损的风险,这些发现应该告诫在线零售商在发送有条件的审查请求之前要谨慎行事。
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引用次数: 1
Disorder in secondhand retail spaces: The countervailing forces of hidden treasure and risk 二手零售空间的无序:隐性财富与风险的对抗力量
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2023-03-01 DOI: 10.1016/j.jretai.2022.12.002
Gretchen R. Ross , Lisa E. Bolton , Margaret G. Meloy

The market for secondhand items – goods previously owned by others- is rapidly growing. Disordered environments, characterized by disorganized or messy product displays, are frequently found in secondhand stores. How does disorder affect consumer perceptions of secondhand retailers as well as the merchandise for sale? A set of four studies finds disorder (vs. order) in the secondhand retail environment has opposing effects – enhancing consumers’ perceptions of finding hidden treasure but also heightening risk perceptions. However, the positive effects of disorder from increased hidden treasure perceptions do not overcome the negative effects from risk. For secondhand retailers who may face barriers to tidying up, what can be done to alter these inferences? We test and show that secondhand retailers can reduce risk and/or boost hidden treasure perceptions by a) offering a return policy or b) by signaling seller inventory knowledge.

二手商品市场——以前被别人拥有的商品——正在迅速增长。在二手商店里,以杂乱无章或凌乱的产品陈列为特征的混乱环境经常出现。混乱如何影响消费者对二手零售商和出售商品的看法?一组四项研究发现,二手零售环境中的无序(与有序)具有相反的效果——增强了消费者寻找隐藏宝藏的感觉,但也增加了风险意识。然而,隐藏宝藏认知增加带来的混乱带来的积极影响并不能克服风险带来的负面影响。对于可能面临整理障碍的二手零售商来说,可以做些什么来改变这些推论?我们测试并表明二手零售商可以通过a)提供退货政策或b)通过向卖家发出库存信息来降低风险和/或提高隐藏宝藏的认知。
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引用次数: 3
FM ii: Copyright/ ID Statement FM ii:版权/ ID声明
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2023-03-01 DOI: 10.1016/S0022-4359(23)00008-8
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引用次数: 0
Sustaining shopping momentum in retail malls using real-time messaging 使用实时消息保持零售商场的购物势头
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2023-03-01 DOI: 10.1016/j.jretai.2022.11.002
Khadija Ali Vakeel , Morana Fudurić , Vijay Viswanathan , Mototaka Sakashita

Retail malls thrive not only on foot traffic they attract but also on buyers spending at multiple retailers in the mall. While the importance of shopping momentum, i.e., buyers continuing to shop, is known, few studies have examined how mobile promotions can incentivize buyers to sustain their shopping momentum in a mall. This study examines how a mall operator targets buyers in its loyalty program with a real-time message (RTM) to encourage them to sustain their shopping momentum and spend more at the next retailer. We use a quasi-experimental design and show that the RTM has a stronger effect on heavy than light buyers. Specifically, moderate and heavy buyers are more likely to respond favorably to RTMs by sustaining shopping momentum and increasing spending at the next retailer. In contrast, the RTM has no effect on shopping momentum of light buyers, and if they continue to shop, they lower their subsequent spending. The study has important implications for retailers using mobile applications to target buyers with relevant real-time promotions to achieve desired outcomes.

零售商场的繁荣不仅在于它们吸引的客流量,还在于在商场内多家零售商消费的买家。虽然购物势头的重要性,即买家继续购物,是众所周知的,但很少有研究调查移动促销如何激励买家保持他们在商场的购物势头。本研究探讨了购物中心运营商如何通过实时信息(RTM)来瞄准其忠诚度计划中的买家,以鼓励他们保持购物势头,并在下一家零售商处花更多钱。我们使用准实验设计,并表明RTM对重度购买者的影响大于轻度购买者。具体来说,中度和重度买家更有可能对rtm做出积极反应,保持购物势头,并在下一家零售商增加支出。相比之下,RTM对轻度购买者的购物势头没有影响,如果他们继续购物,他们会降低后续支出。该研究对零售商使用移动应用程序通过相关的实时促销来瞄准买家以达到预期效果具有重要意义。
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引用次数: 0
期刊
Journal of Retailing
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