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Navigating the complexities of retail mergers in a changing landscape: A call for deeper insights 在不断变化的环境中驾驭复杂的零售业兼并:呼吁深入了解
IF 8 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-01 DOI: 10.1016/j.jretai.2024.08.002
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引用次数: 0
Decomposing cross-channel advertising support of retailer price promotions 分解零售商价格促销的跨渠道广告支持
IF 8 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-01 DOI: 10.1016/j.jretai.2024.05.002
Erik Maier , Florian Dost

Retailers’ communication support for their price promotions is shifting from traditional flyers and circulars (so-called feature ads) to conventional media channels, especially digital ads. It is not clear, if and how supporting price promotion with advertising in digital media benefits sales of the promoted product above and beyond the price promotion itself. Further, retail managers require guidance on whether only the promoted product or also their overall business gains from ad support (e.g., from category or cross-period expansions) to negotiate trade promotion support with manufacturers of the promoted products. Using a field experiment with a grocery retailer, we decompose the effects of the advertising support of price discount promotions across digital and print marketing channels. We find that the effectiveness assessment of the advertising channels depends on the beneficiary: while digital channels most effectively support sales of the promoted product (35 % uplift vs. non-promotion period) – especially for popular consumer-pull products (+85 %), traditional print channels improve the performance for the retailer as a whole (+3 % uplift of the total category sales), with a combination of ads having the largest effect (+5 % uplift of the total category sales). This research offers guidance for retail and manufacturer managers tasked with designing price promotions and configuring the ad support across channels, and negotiating trade promotion budgets or manufacturer support for the advertisements.

零售商对价格促销的宣传支持正从传统的传单和通知(所谓的专题广告)转向传统媒体渠道,尤其是数字广告。目前还不清楚在数字媒体上投放广告是否以及如何使促销产品的销售额超过价格促销本身。此外,零售经理在与促销产品制造商谈判贸易促进支持时,需要得到指导,以了解是只有促销产品还是其整体业务都能从广告支持中获益(如从类别或跨期扩张中获益)。通过对一家杂货零售商的实地实验,我们分解了价格折扣促销广告支持在数字和印刷营销渠道中的效果。我们发现,广告渠道的效果评估取决于受益者:数字渠道最有效地支持了促销产品的销售(与非促销期相比提升了 35%)--尤其是受消费者青睐的产品(提升了 85%),而传统的印刷渠道则改善了零售商的整体业绩(提升了整个品类销售额的 3%),其中组合广告的效果最大(提升了整个品类销售额的 5%)。这项研究为负责设计价格促销活动、配置跨渠道广告支持、协商贸易促销预算或制造商广告支持的零售商和制造商经理提供了指导。
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引用次数: 0
Mobile platform expansion: How does it affect the incumbent food delivery app and other sales channels? 移动平台扩张:它对现有的送餐应用和其他销售渠道有何影响?
IF 8 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-01 DOI: 10.1016/j.jretai.2024.06.002
Wei Liu , Sha Zhang , Tammo Bijmolt , Evert de Haan

Food delivery apps (FDAs) are popular sales platforms, and many restaurants rely on multiple FDAs. Adding more FDAs represents a novel type of channel expansion (i.e., platform-to-platform), though no prior studies have examined its performance implications to determine if introducing a new, competing FDA might cannibalize or enhance a restaurant's customer acquisition and sales through the incumbent FDA. Furthermore, introduction timing, local competition, and store characteristics might moderate these effects, with implications for the restaurant's total sales over time. Using associative network theory, together with 557,127 purchase records gathered from 173,537 customers, we apply a panel regression model across 18 store locations of a restaurant chain. The results show that adding a competing FDA has positive synergistic effects on the restaurant's customer acquisition and sales (including sales revenues and order volumes) through the incumbent FDA, especially if it adds the competing FDA long (vs. soon) after the prior FDA and the store is younger (vs. older). Larger stores and those located in competitive areas benefit more from mobile platform expansion. The positive effects of introducing a competing FDA on total sales diminish over time though. These findings can inform both research into and the practice of mobile platform expansions.

送餐应用程序(FDA)是一种流行的销售平台,许多餐馆都依赖于多个 FDA。添加更多的 FDA 代表了一种新型的渠道扩张(即平台到平台),尽管之前没有研究对其绩效影响进行过研究,以确定引入一个新的、竞争性的 FDA 是否会蚕食或提高餐厅通过现有 FDA 获得的客户和销售额。此外,引入时机、当地竞争和商店特点可能会缓和这些影响,并对餐厅的长期总销售额产生影响。利用关联网络理论以及从 173,537 位顾客那里收集到的 557,127 条购买记录,我们对一家连锁餐厅的 18 家分店应用了面板回归模型。结果表明,增加一个竞争性 FDA 对餐厅通过现有 FDA 获取顾客和销售(包括销售收入和订单量)具有积极的协同效应,尤其是在增加竞争性 FDA 的时间比前一个 FDA 晚(相对于不久前)且店铺较年轻(相对于较年长)的情况下。规模较大的店铺和位于竞争激烈地区的店铺从移动平台扩张中获益更多。不过,引入竞争性 FDA 对总销售额的积极影响会随着时间的推移而减弱。这些发现可以为移动平台扩展的研究和实践提供参考。
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引用次数: 0
Understanding shoppers’ attention to price information at the point of consideration using in-store ambulatory eye-tracking 利用店内流动眼动跟踪了解购物者在考虑时对价格信息的关注程度
IF 8 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-01 DOI: 10.1016/j.jretai.2024.06.003
Ming Chen , Raymond R. Burke , Sam K. Hui , Alex Leykin

Retailers are interested in understanding the amount of attention grocery shoppers pay to price information at the point of purchase, as price attention is an important determinant of price perception and purchase behavior. We utilize in-store ambulatory eye-tracking devices to directly measure the extent to which shoppers pay attention to price information as they shop for and consider grocery items for purchase. We find that shoppers visually fixate on price information in roughly 62 % of their considerations. Interestingly, the propensity of price attention changes dynamically during the course of a shopping trip, following an “inverted-U” pattern which peaks about two-thirds of the way through the trip. In addition, while the presence of a price promotion and a larger number of price tags encourage higher levels of price attention, higher purchase frequency is associated with lower levels of price attention. Our findings have important implications for retailers’ pricing strategies.

零售商很想了解食品杂货购物者在购买时对价格信息的关注程度,因为价格关注度是价格感知和购买行为的重要决定因素。我们利用店内流动眼动跟踪设备直接测量购物者在选购和考虑购买食品杂货时对价格信息的关注程度。我们发现,购物者在大约 62% 的考虑过程中会对价格信息进行视觉固定。有趣的是,价格关注倾向在购物过程中会发生动态变化,呈 "倒 U 型",在购物过程的三分之二处达到峰值。此外,虽然价格促销和价格标签数量越多,价格关注度越高,但购买频率越高,价格关注度越低。我们的研究结果对零售商的定价策略具有重要意义。
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引用次数: 0
Can crowdsourcing improve prediction accuracy in fashion retail buying? 众包能否提高时装零售采购的预测准确性?
IF 8 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-01 DOI: 10.1016/j.jretai.2024.06.001
Omid Kamran-Disfani , Murali Mantrala

Fashion retailers’ buyers must decide how much to buy of merchandise well before a selling season. This order quantity decision is always challenging due to limited historical data and high demand unpredictability arising from the novelty of fashion merchandise. Despite many attempts to solve this longstanding problem, industry reports consistently show that fashion buyers’ predictions of product salability and future sales are frequently inaccurate, leading to loss of profits for retailers. In this research, the authors take an “Empirics-First” approach to explore an alternative solution, crowdsourced forecasts from ordinary customers, and investigate whether crowdsourced forecasts would be more accurate than those of expert fashion buyers and if so, how should a crowd be formed in terms of size and composition? After conducting an online experiment, finding that forecasts by a “crowd” of ordinary customers are significantly more accurate than those of expert fashion buyers, the authors test a contingency framework in a second empirical study examining how crowd size and composition impact forecasting accuracy for products of varying fashionability. The results revealed that heterogeneity in a crowd is a key factor in prediction accuracy. Specifically, crowds with more variation in income and shopping frequency made notably accurate predictions. Another key finding of the study pertains to the required crowd size; increasing the size of a crowd at first sharply decreased the crowd's prediction error. However, after a certain point, there were diminishing returns in prediction accuracy. Given the interesting results, the paper concludes with guidelines for implementing crowdsourced forecasting by fashion retailers and directions for future research.

时装零售商的采购人员必须在销售季节到来之前决定购买多少商品。由于历史数据有限,而时尚商品的新颖性又导致需求的高度不可预测性,因此这种订货量决策总是充满挑战。尽管很多人试图解决这一长期存在的问题,但行业报告一致显示,时尚买手对产品可销售性和未来销售的预测经常不准确,从而导致零售商的利润损失。在这项研究中,作者采用了 "经验优先 "的方法来探索另一种解决方案,即从普通顾客那里获得众包预测,并研究众包预测是否会比时尚买手专家的预测更准确?作者在进行在线实验后发现,由普通顾客组成的 "人群 "的预测准确度明显高于时尚买手专家的预测,于是在第二项实证研究中检验了应急框架,考察了人群规模和组成如何影响对不同时尚度产品的预测准确度。研究结果表明,人群的异质性是影响预测准确性的关键因素。具体来说,收入和购物频率差异较大的人群的预测准确率更高。研究的另一个关键发现与所需的人群规模有关;一开始,增加人群规模会大幅降低人群的预测误差。然而,到了一定程度后,预测准确性的回报就会递减。鉴于这些有趣的结果,本文最后提出了时装零售商实施众包预测的指导原则和未来研究的方向。
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引用次数: 0
The faster, the better? The impact of short delivery times on product returns in online retailing 越快越好?短交货期对网上零售产品退货的影响
IF 8 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-01 DOI: 10.1016/j.jretai.2024.07.002
Simon Masuch , Jan R. Landwehr , Christoph M. Flath , Frédéric Thiesse

This study explores the impact of short delivery times on product returns in the context of online retailing. Using a large dataset from a global fashion retailer's U.S. e-commerce platform, we investigate whether fast deliveries characterized by below-average delivery times influence the likelihood of product returns. The analysis employs logistic regression to examine the relationship between delivery times and return rates, and additionally considers product characteristics and customer attributes. Our findings indicate that fast deliveries lead to a significant increase in the likelihood of returns, particularly among new customers. Insufficient post-purchase cognitive dissonance reduction may theoretically motivate this counterintuitive result as also indicated by a preliminary follow-up study reported in the online appendix. These insights challenge the prevalent assumption that the shortening of delivery times unequivocally benefits online retailers and customers, highlighting the need for a balanced management approach to order fulfillment that considers both benefits in terms of customer acquisition and downsides in terms of return costs.

本研究探讨了在线零售中短送货时间对产品退货的影响。我们利用一家全球时尚零售商的美国电子商务平台的大型数据集,研究了以低于平均送货时间为特征的快速送货是否会影响产品退货的可能性。分析采用逻辑回归法来检验送货时间和退货率之间的关系,并额外考虑了产品特征和客户属性。我们的研究结果表明,快速送货会显著增加退货的可能性,尤其是在新客户中。在线附录中的一项初步跟踪研究也表明,理论上,购买后认知失调的减少不足可能会导致这一违反直觉的结果。这些见解对普遍认为缩短送货时间对在线零售商和客户都有明显好处的假设提出了质疑,强调了对订单履行采取平衡管理方法的必要性,这种方法既要考虑到获得客户的好处,也要考虑到退货成本的弊端。
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引用次数: 0
Less cash, more splash? A meta-analysis on the cashless effect 更少现金,更多水花?关于无现金效应的元分析
IF 8 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-01 DOI: 10.1016/j.jretai.2024.05.003
Lachlan Schomburgk , Alex Belli , Arvid O.I. Hoffmann

Over 40 years of research links cashless payment methods to increased consumer spending. Referred to as the “cashless effect,” this phenomenon has recently come under scrutiny as consumers are increasingly familiar with non-cash methods which could weaken the cashless effect, while other research challenges the robustness of the effect and questions which conditions could strengthen or weaken it. The current study contributes to reaching a consensus in this ongoing debate through a large-scale meta-analysis leveraging a meta-analytical framework that synthesizes the insights from the extant literature. Across 392 effect sizes from 71 papers, we reveal a small, but significant, cashless effect. Further, we show no evidence that cashless payment method features influence the cashless effect, while various consumption situations and contextual factors do. Specifically, the cashless effect is stronger in conspicuous consumption situations, while it is weaker in pro-social consumption situations. The results also reveal that the business cycle impacts the cashless effect, with it being stronger in periods of economic growth. Finally, the cashless effect has generally weakened over time. Our findings offer novel and actionable insights for academics, consumers, and practitioners such as retailers, charities, and policymakers interested in the effects of payment methods on consumer spending behavior.

40 多年的研究表明,无现金支付方式与消费者支出的增加息息相关。这种现象被称为 "无现金效应",最近受到了人们的关注,因为消费者越来越熟悉非现金支付方式,这可能会削弱无现金效应,而其他研究则对这种效应的稳健性提出了质疑,并质疑哪些条件可以加强或削弱这种效应。本研究通过大规模荟萃分析,利用荟萃分析框架综合了现有文献的观点,有助于在这一持续的争论中达成共识。在 71 篇论文的 392 个效应大小中,我们发现了一个微小但显著的无现金效应。此外,我们还发现,没有证据表明无现金支付方式的特点会影响无现金效应,而各种消费情况和背景因素却会影响无现金效应。具体来说,在显性消费情况下,无现金效应更强,而在亲社会消费情况下,无现金效应较弱。研究结果还显示,商业周期会影响无现金效应,在经济增长时期,无现金效应会更强。最后,随着时间的推移,无现金效应普遍减弱。我们的研究结果为学术界、消费者以及零售商、慈善机构和政策制定者等对支付方式对消费者消费行为的影响感兴趣的从业人员提供了新颖而实用的见解。
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引用次数: 0
The optimal product-line selling mode in online platforms 在线平台上的最佳产品线销售模式
IF 8 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-01 DOI: 10.1016/j.jretai.2024.07.003
Jian Huang , Xuelian Qin , Lin Tian , Hang Wei

The burgeoning success of online retailing has prompted numerous manufacturers to sell their product lines through digital platforms. Despite this trend, the optimal product-line selling mode for both manufacturers and online platforms remains ambiguous. This study aims to address this uncertainty by developing an analytical model. In this model, a manufacturer offers a product line consisting of two quality-differentiated products. Concurrently, an e-tailer (online platform) provides both the first-party and third-party modes, catering to consumers with heterogeneous preferences for product quality. The analysis reveals that when the high-quality product's quality level is sufficiently low, the manufacturer achieves maximum profit by wholesaling the high-quality product with the first-party mode but directly selling the low-quality product via the third-party mode; otherwise, the manufacturer maximizes profit by directly selling both products via the third-party mode. For the e-tailer, when the high-quality product's quality level is moderate, he can gain the highest profit by encouraging the manufacturer to wholesale both products with the first-party mode. However, when the high-quality product's quality level is sufficiently low (high), the e-tailer can obtain the highest profit under the case where the manufacturer sells the high-quality product via the third-party (first-party) mode but distributes the low-quality product with the first-party (third-party) mode. The intuition lies in the competition dynamics and the double marginalization effect under different selling modes.

在线零售业的蓬勃发展促使众多制造商通过数字平台销售其产品线。尽管存在这一趋势,但制造商和在线平台的最佳产品线销售模式仍不明确。本研究旨在通过建立一个分析模型来解决这一不确定性。在该模型中,制造商提供由两种质量不同的产品组成的产品线。同时,网络零售商(在线平台)提供第一方和第三方两种模式,以迎合消费者对产品质量的不同偏好。分析表明,当高质量产品的质量水平足够低时,制造商通过第一方模式批发高质量产品,但通过第三方模式直接销售低质量产品,从而获得最大利润;反之,制造商通过第三方模式直接销售两种产品,从而获得最大利润。对于网络零售商来说,当高质量产品的质量水平适中时,他可以通过鼓励制造商以第一方模式批发两种产品来获得最高利润。然而,当高质量产品的质量水平足够低(高)时,在制造商通过第三方(第一方)模式销售高质量产品,而以第一方(第三方)模式分销低质量产品的情况下,网络零售商可以获得最高利润。直观的原因在于不同销售模式下的竞争态势和双重边缘化效应。
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引用次数: 0
Autonomous stores: How levels of in-store automation affect store patronage 自主商店:店内自动化水平如何影响顾客光顾率
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2024-06-01 DOI: 10.1016/j.jretai.2023.12.003
Sabine Benoit , Birgit Altrichter , Dhruv Grewal , Carl-Philip Ahlbom

Autonomous stores operate without needing on-site staff present to support and monitor customers. This study seeks to determine which autonomous stores are most likely to succeed. By adapting convenience theory and drawing on secondary and qualitative data, the authors identify unique features of autonomous stores that constitute convenience dimensions: options for check-in (access convenience), staff support (assistance convenience), check-out (transaction convenience), and to allow customers to check their itemized baskets (verification convenience). Perceptions of convenience, autonomy, and safety explain the influences of unique store features. A conjoint experiment provides a test of the direct effects of each dimension on store patronage and indirect effects through convenience, autonomy, and safety perceptions. The results indicate that, with the exception of check-out, consumers prefer staffed stores; having to check in (e.g., with a credit card), limited access to (remote) staff, and an inability to verify the basket before payment represent significant barriers. In turn, some trade-offs arise: Store features that increase convenience and autonomy undermine safety perceptions. Finally, community-based and rural locations are better suited for autonomous stores than anonymous traffic hubs. Retail managers can leverage these findings to decide whether to establish autonomous stores and, if so, with which design.

自主商店的运营不需要现场工作人员为顾客提供支持和监督。本研究旨在确定哪些自主商店最有可能取得成功。通过对便利性理论进行调整,并利用二手数据和定性数据,作者确定了构成便利性维度的自主商店的独特特征:签到选择(进入便利性)、员工支持(协助便利性)、结账(交易便利性),以及允许顾客检查其分项购物篮(验证便利性)。对便利性、自主性和安全性的认知解释了独特商店特征的影响因素。联合实验检验了每个维度对商店顾客光顾率的直接影响,以及通过对便利性、自主性和安全性的感知产生的间接影响。结果表明,除结账外,消费者更喜欢有工作人员的商店;必须办理登记手续(如使用信用卡)、与(远程)工作人员接触受限以及无法在付款前验证购物篮都是重大障碍。这就产生了一些权衡:增加便利性和自主性的商店功能会损害人们的安全感。最后,与匿名的交通枢纽相比,社区和农村地区更适合开设自主商店。零售管理者可以利用这些发现来决定是否建立自主商店,以及如果建立,采用何种设计。
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引用次数: 0
The role of political ideology on variety-seeking behavior during crisis-induced threats: Evidence from the COVID-19 pandemic 危机威胁下政治意识形态对多样性寻求行为的作用:来自 COVID-19 大流行病的证据
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2024-06-01 DOI: 10.1016/j.jretai.2024.03.003
Steven Qiang Lu , Jarrod P. Vassallo , Ada Choi , Jia Li

In an era marked by heightened political polarization and escalating crises, our study provides timely, empirics-first insights into how political ideology influences consumers’ variety-seeking behaviors when they experience crisis-induced threats—specific events that are perceived to endanger physical and financial well-being—versus normal conditions. We advance knowledge by investigating the interplay between political ideology, variety seeking, and crisis-induced threats using a large-scale dataset of over 32 million U.S. grocery transactions before and during the initial wave of the COVID-19 pandemic, as well as county-level voting results. In doing so, we seek to answer three questions: (1) How does political ideology influence variety seeking under normal conditions? (2) How do crisis-induced threats influence variety seeking? and (3) How does political ideology influence variety seeking under crisis-induced threats? Our findings reveal that, under normal conditions, conservatives show greater variety seeking than liberals. Yet, during crisis-induced threats, conservatives decrease their variety seeking, whereas liberals increase theirs. These results complement existing studies that, using lab experiments and surveys, have identified various mechanisms––oftentimes competing––that influence variety seeking. We advance this work with externally validated and robust empirical evidence on how consumers’ variety seeking behaviors change substantially during crisis-induced threats versus normal conditions. These insights provide retail practitioners with marketing-relevant insights and strategies, tailored to the political composition of their consumer base, that can enhance their crisis preparedness and responses.

在这个以政治两极分化加剧和危机不断升级为特征的时代,我们的研究提供了及时的、实证性的洞察,首次揭示了当消费者遭遇危机诱发的威胁--被认为危及身体和经济福祉的特定事件--与正常情况下相比,政治意识形态如何影响消费者的多样性寻求行为。我们利用 COVID-19 大流行之前和期间的 3200 多万个美国杂货交易的大规模数据集以及县级投票结果,研究了政治意识形态、品种寻求和危机诱发的威胁之间的相互作用,从而增进了知识。在此过程中,我们试图回答三个问题:(1) 在正常情况下,政治意识形态是如何影响人们寻求多样性的?(2) 危机引发的威胁如何影响多样性寻求? (3) 在危机引发的威胁下,政治意识形态如何影响多样性寻求?我们的研究结果表明,在正常情况下,保守派比自由派表现出更多的多样性寻求。然而,在危机引发的威胁下,保守派会减少对多样性的追求,而自由派则会增加。这些结果是对现有研究的补充,这些研究通过实验室实验和调查发现了影响多样性寻求的各种机制--有时是相互竞争的机制。我们通过外部验证和可靠的经验证据,证明了在危机引发的威胁与正常情况下,消费者寻求多样性的行为是如何发生重大变化的,从而推进了这项工作。这些见解为零售业从业者提供了与市场营销相关的见解和策略,这些见解和策略适合其消费者群体的政治构成,可以增强他们的危机准备和应对能力。
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引用次数: 0
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