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“Sorry, the product you ordered is out of stock”: Effects of substitution policy in online grocery retailing “对不起,您订购的商品缺货”:代购政策对在线杂货零售的影响
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2023-03-01 DOI: 10.1016/j.jretai.2022.06.006
Dong Hoang , Els Breugelmans

Postpurchase out-of-stock (PP-OOS) often happens in an online grocery context, where products appear to be available at the time a consumer places an order, but become OOS when the order is to be dispatched. This paper investigates two substitution policies that can mitigate negative responses: substitutions can match (i) on the dominant attribute and (ii) with a product from the consumers’ past purchase portfolio. According to data collected through two computer-simulated purchase experiments, involving more than 3,000 households and five product categories, matching the substitution on the dominant attribute increases acceptance, but this dominant attribute varies across category differentiation level (flavor for horizontal differentiated categories like cereals or crips vs. brand for vertical differentiated categories like margarine or ketchup). Category differentiation also informs acceptance of national brand or private-label flavor substitutes, such that, same-flavor private label is prefered more in horizontal differentiated categories. Matching on the basis of previous purchases has positive effects for both category differentiation levels, and when combining both policies, the previous purchase matching effect grows stronger for same flavor, rather than same brand, matching. These detailed insights establish several key managerial implications for substitution policies in online grocery contexts.

购后缺货(PP-OOS)经常发生在在线杂货上下文中,在消费者下订单时产品似乎是可用的,但在要发送订单时就变成了OOS。本文研究了两种可以减轻负面反应的替代策略:替代可以匹配(i)主导属性和(ii)消费者过去购买组合中的产品。根据两个计算机模拟购买实验收集的数据,涉及3000多个家庭和五个产品类别,在主导属性上匹配替代增加了接受度,但这种主导属性在品类差异化水平上有所不同(谷物或薯片等横向差异化品类的口味与人造黄油或番茄酱等垂直差异化品类的品牌)。品类差异也会影响人们对国家品牌或自有品牌口味替代品的接受程度,因此,在水平差异化的品类中,同一口味的自有品牌更受青睐。基于既往购买的匹配对两个品类的差异化水平都有正向的影响,当两种策略相结合时,同一口味的既往购买匹配效果比同一品牌的匹配效果更强。这些详细的见解为在线杂货环境中的替代政策建立了几个关键的管理含义。
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引用次数: 6
Multichannel customer purchase behavior and long tail effects in the fashion goods market 时尚商品市场的多渠道顾客购买行为与长尾效应
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2023-03-01 DOI: 10.1016/j.jretai.2022.06.007
Brian Ratchford , Gonca Soysal , Alejandro Zentner

The fast-paced growth of e-commerce is impacting the type and variety of products consumers purchase across channels. A commonly held theory, known as long tail theory, posits that online sales are less concentrated at the top of the sales distribution than offline sales, and that more variety is bought online, making the tails of the overall sales distribution denser with the growth of e-commerce. Most of the literature testing the long tail theory has focused on examining entertainment goods markets that do not require much physical examination, and has predominantly found results consistent with the theory. However, the magnitude and antecedents of the observed long tail effects might be different for product categories containing products that require more physical examination before purchase, such as fashion goods. In this study, using detailed individual and transaction level panel data from two multichannel fashion goods retail brands, we show that while the shift to the online channel results in a decrease in the concentration of overall sales for both brands, this change mostly results from consumers buying different products online rather than consumers buying a greater variety online compared to offline. We show that the flattening of the overall sales distribution with the growth of e-commerce in our data is driven by consumers sorting their purchases into channels based on product characteristics. In contrast to the recommendations from the previous long tail literature, our results show that fashion apparel retailers do not need to offer broader assortments online compared to offline, but they may find it profitable to carry or emphasize a different product mix online compared to offline. Our results also provide guidance to fashion goods retailers in curating their online and offline assortments and setting inventory management strategies across the channels.

电子商务的快速发展正在影响消费者跨渠道购买产品的类型和种类。一个被广泛接受的理论被称为长尾理论,该理论认为,与线下销售相比,在线销售在销售分布的顶部集中程度较低,网上购买的品种更多,随着电子商务的发展,使得整体销售分布的尾部更加密集。大多数测试长尾理论的文献都集中在不需要太多物理检查的娱乐商品市场上,并且主要发现了与理论一致的结果。然而,对于那些在购买前需要进行更多身体检查的产品类别,如时尚产品,所观察到的长尾效应的大小和前因可能有所不同。在这项研究中,我们使用了来自两个多渠道时尚商品零售品牌的详细个人和交易层面的面板数据,我们表明,虽然转向在线渠道导致两个品牌的整体销售集中度下降,但这种变化主要是由于消费者在线购买不同的产品,而不是消费者在线上购买的种类比线下更多。我们的数据显示,随着电子商务的增长,整体销售分布趋于平缓,这是由消费者根据产品特征将他们的购买分类到不同的渠道推动的。与之前的长尾文献的建议相反,我们的结果表明,时尚服装零售商不需要提供比线下更广泛的在线分类,但他们可能会发现,与线下相比,在线上携带或强调不同的产品组合是有利可图的。我们的研究结果也为时尚商品零售商提供了指导,以策划他们的线上和线下分类,并制定跨渠道的库存管理策略。
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引用次数: 6
Fulfillment, The New Retailer Battlefield 履行,新的零售商战场
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
In-store endcap projections and their effect on sales 店内终端预测及其对销售的影响
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2023-03-01 DOI: 10.1016/j.jretai.2022.06.004
Elisa B. Schweiger , Carl-Philip Ahlbom , Jens Nordfält , Anne L. Roggeveen , Dhruv Grewal

Retailers increasingly use digital displays and projections to enhance traditional endcaps. With two field experiments, the authors investigate how the vividness of an endcap projection affects shoppers. The results indicate an inverted U-shaped relationship between the vividness of an endcap projection and sales, such that endcaps with moderately vivid projections (cf. traditional endcaps and highly vivid projection endcaps) result in higher sales. Attention and mental involvement serially mediate these effects on sales. By adding audio and scent to the moderately vivid endcap projection, the authors also find that the addition of audio increases sales, whereas the addition of a scent does not. This article concludes with a discussion of managerial implications related to the uses of endcaps.

零售商越来越多地使用数字显示器和投影来增强传统的端盖。通过两个现场实验,作者研究了端盖投影的生动性如何影响购物者。结果表明,端盖投影的生动性与销售额之间存在倒U形关系,因此具有适度生动投影的端盖(参见传统端盖和高度生动投影端盖)会导致更高的销售额。注意力和心理参与对销售的这些影响起着连续的中介作用。通过在适度生动的端盖投影中添加音频和气味,作者还发现,添加音频会增加销售额,而添加气味则不会。本文最后讨论了与使用尾数有关的管理含义。
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引用次数: 3
Evaluating strategies for promoting retail mobile channel using a hidden Markov model 基于隐马尔可夫模型的零售移动渠道推广策略评估
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2023-03-01 DOI: 10.1016/j.jretai.2022.07.001
Jialie Chen , Vithala R. Rao

With the proliferation of mobile communication technology, many firms, including retailers and consumer banks, are making efforts to develop mobile platforms to better engage with their customers and reduce operational costs. However, the cost advantage of these mobile technologies will not yield fruition unless the mobile channel accounts for a significant share of total transactions. In this article, we explore potential options for firms to promote usage of the mobile channel. To achieve this, we propose a hidden Markov model to both model customers’ decisions and assess different managerial strategies through simulations. While we apply our proposed model to data from a leading financial institution, our approach is equally applicable to other retail settings. The results show that customers’ choices of services and channels are sensitive to process time by type of channel. A 10% increase in process time through non-mobile channels leads to a nearly 14% increase in utilization of mobile banking channel. Therefore, retailing firms could potentially influence customers’ choice of different channels by changing channel-specific process times. Motivated by these findings, we present and compare performances across five different policies, in promoting the usage of mobile channel. Drawing on our simulation results, we also make personalized policy recommendations to firms facing different levels of financial constraints. For those with financial constraints, we recommend a policy of increasing process time for a selected subset of service requests through non-mobile channels. Firms not constrained by the resources might be better off improving process time with the mobile channel by targeting customers identified as having a better relationship with the firm.

随着移动通信技术的普及,包括零售商和消费银行在内的许多公司都在努力开发移动平台,以便更好地与客户互动,降低运营成本。然而,这些移动技术的成本优势不会产生结果,除非移动渠道占总交易的很大份额。在本文中,我们探讨了企业促进移动渠道使用的潜在选择。为了实现这一点,我们提出了一个隐马尔可夫模型来模拟客户的决策,并通过模拟来评估不同的管理策略。虽然我们将我们提出的模型应用于一家领先金融机构的数据,但我们的方法同样适用于其他零售环境。结果表明,客户对服务和渠道的选择对渠道类型的处理时间非常敏感。通过非移动渠道的处理时间增加10%,导致移动银行渠道的利用率增加近14%。因此,零售公司可以通过改变特定渠道的流程时间来潜在地影响客户对不同渠道的选择。在这些发现的激励下,我们提出并比较了五种不同政策在促进移动渠道使用方面的表现。根据我们的模拟结果,我们还对面临不同程度财务约束的企业提出了个性化的政策建议。对于那些有资金限制的人,我们建议通过非移动渠道增加选定服务请求子集的处理时间。不受资源限制的公司可能会更好地通过针对与公司有更好关系的客户来改善移动渠道的流程时间。
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引用次数: 0
The influence of corporate social responsibility appeals (CSRAs) on product sales: Which appeal types perform better? 企业社会责任诉求对产品销售的影响:哪种诉求效果更好?
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2023-03-01 DOI: 10.1016/j.jretai.2022.12.001
Sunhee Choi Ph.D. , Dale F. Duhan Ph.D. , Mayukh Dass Ph.D.

This paper examines product-package Corporate Social Responsibility (CSR) messages called Corporate Social Responsibility Appeals (CSRAs) that directly convey CSR messages to shoppers on product packages. Using a multi-source dataset of more than 10 million transactions from a large grocery chain, this paper first presents a typology consisting of seven CSRA types that provide buyers functional or symbolic benefits and examines their effects on product sales. Second, the paper presents the analysis of the moderating effects of store-generated promotions (price promotions and feature advertisements) and product types (virtue and vice) on the effects of functional and symbolic CSRAs and seven CSRAs on weekly sales. Results show that functional CSRAs perform better than symbolic CSRAs and that price promotions strengthen the sales of functional CSRAs. Featured advertising was also found to positively influence the sales of Functional CSRAs, but is found to have no impact on Symbolic CSRAs. Finally, the results show that Functional CSRAs are a better strategy for virtue products than Symbolic CSRAs. This paper concludes with managerial implications, theoretical contributions, and additional findings regarding price elasticity, sales trajectory, and sales performance across product categories.

本文研究了产品包装上的企业社会责任(CSR)信息,称为企业社会责任呼吁(CSRAs),它直接将企业社会责任信息传递给产品包装上的购物者。本文使用来自大型杂货连锁店的超过1000万笔交易的多源数据集,首先提出了一个由七种CSRA类型组成的类型学,这些类型为买家提供了功能性或象征性的利益,并检查了它们对产品销售的影响。其次,本文分析了商店产生的促销(价格促销和特色广告)和产品类型(美德和恶习)对功能性和象征性csra以及七种csra对周销售额的影响的调节作用。结果表明,功能性csra的销售表现优于象征性csra,价格促销促进了功能性csra的销售。特色广告对功能性csra的销售也有积极影响,但对象征性csra没有影响。最后,研究结果表明,功能性csra比象征性csra更适合于美德产品。本文总结了管理意义,理论贡献,以及关于价格弹性,销售轨迹和跨产品类别销售业绩的其他发现。
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引用次数: 1
Should firms display the sale price using larger font? 公司应该用更大的字体显示销售价格吗?
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2023-03-01 DOI: 10.1016/j.jretai.2022.06.005
Ayan Bhattacharyya , Subhash Jha , Abhijit Guha , Abhijit Biswas

Prior work has shown that evaluations may be lower when retail price discounts are either small or large (vs. moderate), due to concerns about discount depth perceptions and/or product quality. Building from work on perceptual salience, we show that displaying the sale price in larger (vs. similar) font vis-à-vis the regular price makes the sale price more “salient”. In turn, when retail price discounts are either small or large (but, not moderate), such salience impacts how consumers process price discount information, mitigating concerns relating to discount depth perceptions and/or product quality, and so increasing evaluations. In effect, displaying the sale price using a relatively larger font increases consumers’ evaluations, somewhat mitigating the negative aspects of using small or large price discounts. We propose theory contributions towards research on display effects and pricing. Further, the proposed mechanism in this research note is easy-to-implement, and is expected to increase sales.

先前的研究表明,由于对折扣深度感知和/或产品质量的担忧,当零售价格折扣小或大(相对于中等)时,评估可能会较低。基于对感知显著性的研究,我们表明,用较大的字体(相对于类似的字体)显示销售价格与-à-vis常规价格相比,会使销售价格更加“显著”。反过来,当零售价格折扣很小或很大(但不是适中)时,这种显著性会影响消费者处理价格折扣信息的方式,减轻与折扣深度感知和/或产品质量有关的担忧,从而增加评估。实际上,使用较大的字体显示销售价格会增加消费者的评价,在一定程度上减轻了使用较小或较大价格折扣的负面影响。我们提出了对展示效应和定价研究的理论贡献。此外,本研究报告中提出的机制易于实施,有望增加销售额。
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引用次数: 2
FM ii: Copyright/ ID Statement FM ii:版权/ID声明
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2022-12-01 DOI: 10.1016/S0022-4359(22)00064-1
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引用次数: 0
Brand presentation order in voice shopping: Understanding the effects of sequential product presentation 语音购物中的品牌呈现顺序:理解顺序产品呈现的效果
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2022-12-01 DOI: 10.1016/j.jretai.2022.06.002
Ingo Halbauer, Saskia Jacob, Martin Klarmann

Nearly half of US households own a smart speaker with voice shopping functionality. Voice shopping product presentation is inherently sequential due to the audio delivery of information, which may give retailers the opportunity to influence customer decisions through the order in which brands are presented. This research examines the effect of brand order presentation in voice shopping and its impact on high-equity versus low-equity brands. Moreover, this research considers the moderating effect of product presentation format (simultaneous vs. sequential, audio vs. visual) on the impact of brand presentation order. The results of six experiments with more than 1,000 participants provide evidence that consumers attempt to balance competing concerns about risk in voice shopping with search costs because products are presented sequentially and information is reduced. If high-equity brands are presented first, the choice distribution in voice shopping is unimodal, with a peak at the first-presented products. However, a bimodal choice distribution results if low-equity brands are presented first. Importantly, choice distribution in voice shopping differs markedly from choice distribution when products are presented simultaneously and visually, as in online shopping.

近一半的美国家庭拥有具有语音购物功能的智能音箱。由于信息的音频传递,语音购物产品演示本质上是顺序的,这可能使零售商有机会通过品牌展示的顺序来影响客户的决策。本研究考察了语音购物中品牌订单呈现的效果及其对高净值品牌和低净值品牌的影响。此外,本研究还考虑了产品展示形式(同步与顺序、音频与视觉)对品牌展示顺序影响的调节作用。有超过1000名参与者参与的6项实验的结果证明,消费者试图在语音购物的风险和搜索成本之间取得平衡,因为产品是按顺序呈现的,信息减少了。如果高资产品牌首先出现,语音购物中的选择分布是单模态的,在首次出现的产品上达到峰值。然而,如果首先呈现低资产品牌,则会产生双峰选择分布。重要的是,语音购物中的选择分布明显不同于在线购物中产品同时和视觉呈现时的选择分布。
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引用次数: 1
Powerlessness, variety-seeking, and the mediating role of need for autonomy 无力感,多样性寻求,以及自主性需求的中介作用
IF 1 1区 管理学 Q1 BUSINESS Pub Date : 2022-12-01 DOI: 10.1016/j.jretai.2022.04.004
Wangshuai Wang , Rajagopal Raghunathan , Dinesh K. Gauri

How does feeling powerless (vs. powerful) affect variety-seeking in retail contexts? Based on the notion that feeling powerless is associated with lower autonomy, and building on studies showing that having a wider choice set enhances autonomy, we predict—consistent with research on compensatory consumption—that low-power consumers (vs. those with high power) will exhibit greater variety-seeking. Findings across nine studies were consistent with this prediction. Further, while all nine studies provide evidence that low-power consumers seek greater variety, three studies (1A, 1B, and 1C) support the prediction that this effect is mediated by need for autonomy and not by any of eight other competing mechanisms, including other-orientation, need for uniqueness, and risk aversion. Studies 2 and 3 explore theoretically and managerially relevant ways, respectively, of reducing the tendency for low (vs. high) power consumers to seek greater variety, while study 4 provides external (real-world) validity for our prediction in retail (i.e., a restaurant) context. The theoretical and managerial implications of our research are discussed.

在零售环境中,感觉无能为力(vs.强大)是如何影响求变的?基于感觉无能为力与较低的自主性相关的概念,并基于研究表明,拥有更广泛的选择集可以增强自主性,我们预测——与代偿性消费的研究一致——低权力的消费者(相对于高权力的消费者)将表现出更大的多样性寻求。9项研究的结果与这一预测一致。此外,虽然所有九项研究都提供了证据,证明低权力消费者寻求更多的多样性,但三项研究(1A、1B和1C)支持这样的预测,即这种效应是由自主性需求介导的,而不是由其他八种竞争机制介导的,包括他者取向、独特性需求和风险厌恶。研究2和研究3分别探讨了理论和管理上相关的方法,以减少低(与高)权力消费者寻求更大多样性的趋势,而研究4为我们在零售(即餐馆)环境中的预测提供了外部(现实世界)有效性。讨论了本研究的理论和管理意义。
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引用次数: 6
期刊
Journal of Retailing
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