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The dark side of up-selling promotions: Evidence from an analysis of cross-brand purchase behavior☆ 促销活动的阴暗面:来自跨品牌购买行为分析的证据☆
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2022-12-01 DOI: 10.1016/j.jretai.2022.03.005
Chang Hee Park , Tae Jung Yoon

This research investigates how up- and down-selling promotions affect customers’ cross-brand purchasing and churn behavior at a multi-brand retailer. We employ a hidden Markov model that accounts for the dynamics of customers’ latent brand preferences and attrition and captures the resulting purchase behavior in response to promotional offers. Using data on coupon promotions and purchase transactions from an online retailer, we find that coupons for a higher-end brand increase customers’ likelihood of purchasing the brand. While this suggests that the retailer can increase its short-term revenues by sending coupons for the higher-end brand to customers of the lower-end brand, we find that customers up-sold via coupons are more likely to switch back to the lower-end brand, in comparison to other customers of the higher-end brand, limiting the positive effect of up-selling promotions in the long term. Moreover, lower-end brand customers’ promotion-induced brand switching leads to their increased attrition from the retailer, which negatively affects long-term purchase behavior and revenues. In contrast, when triggered by down-selling coupons, customers’ brand switching does not impact their attrition. Based on these findings, we demonstrate how our model-based approach can assist marketers’ multi-brand couponing decisions.

本研究探讨了在多品牌零售商中,上下促销如何影响顾客的跨品牌购买和流失行为。我们采用了一个隐马尔可夫模型,该模型解释了客户潜在品牌偏好和流失的动态,并捕获了响应促销优惠的最终购买行为。使用在线零售商的优惠券促销和购买交易数据,我们发现高端品牌的优惠券增加了客户购买该品牌的可能性。虽然这表明零售商可以通过向低端品牌的客户发送高端品牌的优惠券来增加其短期收入,但我们发现,与高端品牌的其他客户相比,通过优惠券进行向上销售的客户更有可能转回低端品牌,从而限制了向上销售促销的长期积极作用。此外,低端品牌客户的促销诱导品牌转换导致他们从零售商的流失率增加,这对长期购买行为和收入产生负面影响。相比之下,当折扣券触发时,客户的品牌切换并不影响他们的流耗率。基于这些发现,我们展示了基于模型的方法如何帮助营销人员做出多品牌优惠券决策。
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引用次数: 2
Relative persuasiveness of repurchase intentions versus recommendations in online reviews 在线评论中回购意向与推荐的相对说服力
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2022-12-01 DOI: 10.1016/j.jretai.2022.06.001
Prashanth Ravula , Subhash Jha , Abhijit Biswas

This paper examines the effects of loyalty expressions (i.e., repurchase intentions vs. recommendations) on review persuasiveness. Specifically, we propose that repurchase intentions have a stronger positive effect on review persuasiveness compared to recommendations because of reviewer credibility. We test the above proposition using both an empirical dataset and multiple experimental studies. In addition, we examine frequency of purchase as a boundary condition for our proposition. Accordingly, we find that for frequent purchases, repurchase intentions (vs. recommendations) increases credibility, which, in turn, augments review persuasiveness. For infrequent purchases, however, we observe that recommendations (vs. repurchase intentions) enhance review persuasiveness, which occurs because of increased credibility. This research offers contributions to theory in the areas of online reviews, loyalty, source credibility, and cue-diagnosticity, as well as to practice regarding how firms should seek to elicit loyalty expressions (i.e., repurchase intentions vs. recommendations) when soliciting reviews.

本文考察了忠诚度表达(即回购意向与推荐)对评价说服力的影响。具体来说,我们提出,由于评论者的可信度,与推荐相比,回购意图对评论说服力有更强的正向影响。我们使用经验数据集和多个实验研究来检验上述命题。此外,我们检查购买频率作为我们的命题的边界条件。因此,我们发现对于频繁购买,回购意图(相对于推荐)增加可信度,这反过来又增加了评论的说服力。然而,对于不频繁的购买,我们观察到推荐(相对于回购意图)增强了评论的说服力,这是因为增加了可信度。这项研究为在线评论、忠诚度、来源可信度和线索诊断等领域的理论做出了贡献,也为企业在征求评论时应该如何寻求引发忠诚度表达(即,回购意图与推荐)的实践做出了贡献。
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引用次数: 7
Executive Summaries 摘要报告
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2022-12-01 DOI: 10.1016/S0022-4359(22)00066-5
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引用次数: 0
An empirical investigation of forward-looking retailer performance using parking lot traffic data derived from satellite imagery 利用卫星图像得出的停车场交通数据对零售商前瞻性业绩的实证调查
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2022-12-01 DOI: 10.1016/j.jretai.2022.03.004
Cong Feng , Scott Fay

In this research note, we study the effectiveness of parking lot traffic in predicting forward-looking retailer performance (measured by Tobin's q). We obtain parking lot car count data derived from satellite images to construct a quarterly aggregate measure of parking lot traffic for 15 general merchandise retailers. To mitigate endogeneity concerns, we exploit the exogenous shocks of mass shootings that provide exogenous variations in parking lot traffic. Applying the control function approach and a panel firm fixed-effects estimator on 402 retailer-quarter observations, we find that quarterly aggregate parking lot traffic significantly predicts forward-looking retailer performance. Moreover, drawing on the perspectives of organizational competency, we find that the positive relationship between parking lot traffic and forward-looking retailer performance is moderated by factors that are related to a retailer's store management competency, namely, a retailer's existing store management competency (measured by comparable store sales), its proactivity to maintain the competency (reflected by store management intensity, i.e., the total number of store openings and closings relative to the total number of stores), and the external environment (measured by industry concentration) that affects its store management competency.

在这篇研究报告中,我们研究了停车场流量在预测前瞻性零售商业绩方面的有效性(用托宾q来衡量)。我们获得了来自卫星图像的停车场车辆数量数据,以构建15家百货零售商的停车场流量季度汇总指标。为了减轻内生性问题,我们利用大规模枪击事件的外生冲击,为停车场交通提供外生变化。应用控制函数方法和面板公司固定效应估计对402零售商季度观察,我们发现季度总停车场交通显著预测前瞻性零售商业绩。此外,利用组织胜任力的视角,我们发现停车场客流量与前瞻性零售商绩效之间的正相关关系受到与零售商店铺管理胜任力相关的因素的调节,即零售商现有的店铺管理胜任力(以可比店面销售额衡量)、零售商维持该胜任力的主动性(以店铺管理强度反映,即开业和关闭的店铺总数(相对于店铺总数),以及影响其店铺管理能力的外部环境(以行业集中度衡量)。
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引用次数: 4
Perceived Omnichannel Customer Experience (OCX): Concept, measurement, and impact 感知的全渠道客户体验(OCX):概念、衡量和影响
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2022-12-01 DOI: 10.1016/j.jretai.2022.03.003
Syed Mahmudur Rahman , Jamie Carlson , Siegfried P. Gudergan , Martin Wetzels , Dhruv Grewal

Efforts to measure customer experiences (CX) in multifaceted, omnichannel, retail contexts are crucial but lacking research guidance. Prior service quality literature has established methods for measuring CX in traditional, single-channel contexts but not adapted such measures to omnichannel contexts. With a mixed method research design and studies in eight phases, the authors propose a comprehensive measurement instrument that incorporates a schema- and categorization-based theoretical conceptualization of how customers assess omnichannel retail experiences; they also integrate means–end chain theory to explain perceived omnichannel customer experience (OCX) as a construct. This construct captures multiple omnichannel evaluation dimensions: social communications, value, personalization, customer service, consistency of both product availability and prices across channels, information safety, delivery, product returns, and loyalty programs. Multiple applications of the measurement model empirically confirm the suitability of this instrument in consumer goods omnichannel retail settings. Its 36 items reflect nine first-order quality dimensions that combine to form the overall, second-order OCX construct. The measurement instrument offers sound psychometric properties, as confirmed by several reliability and validity tests, and predicts customer behavior reliably across studies. Thus, the OCX measurement instrument offers utility for theory, management practice, and further research.

在多方面、全渠道、零售环境下衡量客户体验(CX)的努力至关重要,但缺乏研究指导。先前的服务质量文献已经建立了在传统的单渠道环境中测量客户体验的方法,但没有将这些方法应用到全渠道环境中。通过混合方法研究设计和八个阶段的研究,作者提出了一种综合测量工具,该工具结合了基于图式和分类的客户如何评估全渠道零售体验的理论概念化;他们还整合了手段-终端链理论来解释感知全渠道客户体验(OCX)作为一个结构。该结构捕获了多个全渠道评估维度:社会沟通、价值、个性化、客户服务、跨渠道产品可用性和价格的一致性、信息安全、交付、产品退货和忠诚度计划。测量模型的多重应用经验证实了该工具在消费品全渠道零售环境中的适用性。它的36个项目反映了九个一阶质量维度,这些维度结合起来形成了整体的二阶OCX结构。该测量仪器提供了良好的心理测量特性,经若干可靠性和有效性测试证实,并在研究中可靠地预测客户行为。因此,OCX测量仪器在理论、管理实践和进一步研究方面具有实用价值。
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引用次数: 31
Will he buy a surprise? Gender differences in the purchase of surprise offerings 他会买个惊喜吗?购买惊喜产品的性别差异
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2022-12-01 DOI: 10.1016/j.jretai.2022.04.002
Aleksandra Kovacheva , Hristina Nikolova , Cait Lamberton

In the last few years, retailers have introduced numerous products that intentionally conceal some information from the consumer at the time of decision making. While prior research has identified contexts in which customers are attracted to such offerings in the aggregate, heterogeneity in customer proclivities is not well-understood. In the present paper, we examine the effect of gender on choice of surprise (vs. certain) offerings at the point of purchase. We propose and find that, on average, men are less likely to opt for a surprise offering compared to women. We examine multiple mechanisms that could explain this effect – emotionality, desire for exploration, and desire for control – and find the strongest support for the latter, demonstrating that it is men's stronger desire for control over the purchase outcome that drives their preference for certain (vs. surprise) offerings. Consequently, contexts or product categories that make it acceptable for men to let go of control attenuate the observed gender difference. We present data from a travel services firm, an online product catalog, and both field and lab studies, providing robust support for this theory across multiple product categories and participant populations. This work concludes with a discussion of the potential boundary effects of the observed gender difference, a managerial roadmap that delineates the ways in which marketers can offer surprise offerings more fruitfully to both men and women, and recommendations for future research.

在过去的几年里,零售商推出了许多产品,在消费者做决定时故意隐瞒一些信息。虽然先前的研究已经确定了客户被这些产品吸引的总体背景,但客户倾向的异质性并没有得到很好的理解。在本文中,我们研究了性别对购买点惊喜(相对于某些)产品选择的影响。我们提出并发现,平均而言,与女性相比,男性不太可能选择惊喜的礼物。我们研究了可以解释这种效应的多种机制——情感、探索的欲望和控制的欲望——并找到了对后者最有力的支持,证明了男性对购买结果的更强烈的控制欲望驱动了他们对某些(相对于惊喜)产品的偏好。因此,环境或产品类别使男性可以接受放弃控制,从而减弱了观察到的性别差异。我们提供了来自一家旅游服务公司、在线产品目录以及实地和实验室研究的数据,为这一理论提供了跨多个产品类别和参与者群体的有力支持。这项工作的最后讨论了观察到的性别差异的潜在边界效应,描绘了营销人员向男性和女性提供惊喜产品的方式的管理路线图,以及对未来研究的建议。
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引用次数: 7
Scarcity tactics in marketing: A meta-analysis of product scarcity effects on consumer purchase intentions 营销中的稀缺策略:产品稀缺性对消费者购买意愿影响的荟萃分析
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2022-12-01 DOI: 10.1016/j.jretai.2022.06.003
Belinda Barton , Natalina Zlatevska , Harmen Oppewal

Scarcity tactics are an essential tool for marketers. Cues that signal the current or potential unavailability of a product generally enhance its value and desirability and in turn increase purchase intentions. While there have been earlier reviews, the fragmented nature of the research to date means there is no cohesion across findings. Given that retailers employ a variety of scarcity cues in a diversity of settings, it is important to identify the magnitude of the effect of scarcity cues and how the effect on consumers’ purchase intentions changes across conditions. This research presents a meta-analysis of 416 effect sizes from 131 studies. Results show that demand-based scarcity is most effective for utilitarian products, supply-based scarcity for experiences, and time-based scarcity for high involvement products. The results show that managers need to consider the above factors to maximize the success of scarcity tactics in their marketing campaigns.

稀缺性策略是营销人员必不可少的工具。暗示产品当前或潜在不可获得性的线索通常会提高其价值和可取性,从而增加购买意愿。虽然早前有过评论,但迄今为止研究的碎片性意味着研究结果之间没有连贯性。考虑到零售商在不同的环境中使用各种稀缺线索,确定稀缺线索的影响程度以及对消费者购买意愿的影响如何在不同条件下变化是很重要的。本研究对131项研究的416个效应量进行了荟萃分析。结果表明,基于需求的稀缺性对功利性产品最为有效,基于供给的稀缺性对体验最为有效,基于时间的稀缺性对高介入产品最为有效。研究结果表明,管理者需要考虑上述因素,才能使稀缺策略在营销活动中取得最大的成功。
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引用次数: 16
Do shoppers choose the same brand on the next trip when facing the same context? An empirical investigation in FMCG retailing 当面对相同的环境时,购物者在下一次旅行中会选择相同的品牌吗?快速消费品零售业的实证研究
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2022-12-01 DOI: 10.1016/j.jretai.2022.01.003
Oliver Koll , Andreas Plank

The most basic manifestation of brand loyalty is repurchasing – making the same choice on the next category occasion. This study tests to which extent the stability of contextual cues across purchase occasions affects repurchasing. We investigate these effects by analyzing a total of 1.6 million brand choice pairs (i.e., two consecutive choices) of 20,587 German and 23,036 British shoppers in three FMCG categories. We find that stable contextual cues (same retailer, basket size or weekday as on previous occasions) further repurchasing whereas unstable contextual cues (different retailer, basket size or weekday as on previous occasions, a promotion chosen on one of the occasions or a different assortment size) hinder repurchasing. Furthermore, our results stress the importance of inertia and the power of private labels to foster repurchasing. This study provides generalizable insights regarding trip-to-trip stability in shoppers’ choices, proposes a metric to benchmark brand performance across multiple retail outlets, and pinpoints opportunities for manufacturer-retailer cooperation in order to nurture repurchasing.

品牌忠诚度最基本的表现形式是再购买——在下一个品类场合做出同样的选择。本研究考察了情境线索的稳定性在多大程度上影响了再购买。我们通过分析20,587名德国和23,036名英国消费者在三种快速消费品类别中的160万对品牌选择(即两个连续的选择)来调查这些影响。我们发现,稳定的情境线索(与以往相同的零售商、购物篮大小或工作日)促进了回购,而不稳定的情境线索(与以往不同的零售商、购物篮大小或工作日,在其中一个场合选择的促销活动或不同的分类大小)阻碍了回购。此外,我们的研究结果强调了惯性的重要性和自有品牌促进回购的力量。本研究提供了关于消费者选择的往返稳定性的一般性见解,提出了一个衡量多个零售网点的品牌绩效的指标,并确定了制造商-零售商合作的机会,以培养再购买。
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引用次数: 4
Who owns the brand in the digital retailscape? Revisiting the power balance 谁拥有数字零售领域的品牌?重新审视权力平衡
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2022-12-01 DOI: 10.1016/j.jretai.2022.11.001
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引用次数: 0
Ideally human-ish: How anthropomorphized do you have to be in shopper-facing retail technology? 理想的人性化:在面向购物者的零售技术中,你必须有多拟人化?
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2022-12-01 DOI: 10.1016/j.jretai.2022.04.001
Christian Barney , Tyler Hancock , Carol L. Esmark Jones , Brett Kazandjian , Joel E. Collier

As shopper-facing retail technology (SFRT) increasingly replaces human interactions in retail environments, many businesses are considering how to make their retail technology more human-like. This paper identifies two methods of anthropomorphizing technology—visual and cognitive—and seeks to determine whether using these two types of anthropomorphism with a product/service is a better approach to interacting with consumers or whether a combination of visual and cognitive anthropomorphic features is less effective than one. This paper proposes that including one form of anthropomorphism in an SFRT may increase purchase intentions, while the addition of a second form of anthropomorphism will not lend an additional advantage. Specifically, the theory of social response is used to examine the process through which consumers view anthropomorphized SFRT. Three studies assess the proposed model in a mobile shopping application context and include the use of a functional app and 360° video experiments. Theoretical and practical implications are discussed.

随着面向购物者的零售技术(SFRT)逐渐取代零售环境中的人类互动,许多企业都在考虑如何使他们的零售技术更人性化。本文确定了两种拟人化技术的方法——视觉拟人化和认知拟人化——并试图确定在产品/服务中使用这两种拟人化是与消费者互动的更好方法,还是视觉和认知拟人化特征的结合不如一种拟人化有效。本文提出,在SFRT中包含一种形式的拟人化可能会增加购买意愿,而添加第二种形式的拟人化不会带来额外的优势。具体来说,社会反应理论被用来研究消费者看待拟人化的科技产品的过程。三项研究在移动购物应用程序环境中评估了所提出的模型,包括使用功能应用程序和360°视频实验。讨论了理论和实践意义。
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引用次数: 2
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Journal of Retailing
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