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Online and offline delivery qualities: O2O satisfaction and loyalty through technology acceptance model 在线和离线交付质量:通过技术接受模型看 O2O 的满意度和忠诚度
IF 11 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-12 DOI: 10.1016/j.jretconser.2024.104079
Kyowon Seo , Taewoo Roh

This study presents an in-depth examination of customer satisfaction dynamics within the rapidly growing O2O food delivery (OFD) sector. Recognizing the exponential market growth and the gradual rise in consumer complaints, we seek to address the gaps in current academic research that tends to overlook the distinction between online and offline service experiences, as well as the psychological foundations of technology adoption. We propose a series of hypotheses grounded in a comprehensive theoretical framework that distinguishes between online and offline dimensions of consumer satisfaction and explores their interrelation by incorporating the technology acceptance model (TAM). We posit that, regarding online satisfaction, the quality of food information, the quality delivery tracking service, and user privacy protection functions from OFD applications hold positive significance for online customer satisfaction. Additionally, considering offline satisfaction, we assert that delivery quality and environment of the delivery service (i.e., delivery scape) contribute positively to offline customer satisfaction. We adopt trust transfer theory to hypothesize a positive relationship between online and offline satisfaction to comprehend a continuous flow in how consumer satisfaction develops. The paper also examines the pathway by which online satisfaction influences consumer loyalty through TAM. By investigating the dynamics regarding these relationships, this study contributes to offering valuable insights that could enhance OFD users’ satisfaction and their loyalty.

本研究深入探讨了快速发展的餐饮外卖(O2O)行业的客户满意度动态。考虑到市场的指数式增长和消费者投诉的逐渐增多,我们试图弥补当前学术研究中的不足,因为这些研究往往忽视了线上和线下服务体验之间的区别,以及技术应用的心理基础。我们在一个综合理论框架的基础上提出了一系列假设,该框架区分了消费者满意度的线上和线下维度,并结合技术接受模型(TAM)探讨了它们之间的相互关系。我们认为,就线上满意度而言,食品信息质量、优质配送跟踪服务以及 OFD 应用程序的用户隐私保护功能对线上客户满意度具有积极意义。此外,考虑到线下满意度,我们认为配送质量和配送服务环境(即配送环境)对线下顾客满意度有积极影响。我们采用信任转移理论,假设线上和线下满意度之间存在正相关关系,以理解消费者满意度是如何持续发展的。本文还研究了线上满意度通过 TAM 影响消费者忠诚度的途径。通过研究这些关系的动态变化,本研究有助于提供有价值的见解,从而提高 OFD 用户的满意度和忠诚度。
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引用次数: 0
Consumer acceptance of social robots in domestic settings: A human-robot interaction perspective 消费者对家用社交机器人的接受程度:人机互动视角
IF 11 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-12 DOI: 10.1016/j.jretconser.2024.104075
Yajie Gao , Yaping Chang , Tangwutu Yang , Zhihao Yu

Consumer acceptance of social robots in retail and service settings is an emerging field in marketing research. Social Home Robots (e.g., Jibo, Cozmo, and Kuri) serving various groups in domestic settings show significant retail and consumer service potential. However, most current research focuses on social robots that serve older or disabled individuals in domestic settings, leaving a gap in understanding consumer acceptance of Social Home Robots, particularly across different cultures. From the Human-Robot Interaction perspective, this article examines consumers' intentions to use Social Home Robots through a sequential mixed-method approach. Our findings indicate that consumers' intentions to use these robots are primarily influenced by key factors in Human-Robot Interaction: belief in social robot benefits, concern about privacy risks, trust, the robots' overall anthropomorphic design, and consumers' self-construal tendency. Furthermore, trust mediates the relationships between belief in social support, privacy concerns, independent self-construal, and usage intention. This study explores consumer acceptance of social robots serving diverse groups rather than special groups in domestic settings, contributing to the literature on social/service robots. It also offers business guidelines for designing and marketing Social Home Robots in retail.

在零售和服务领域,消费者对社交机器人的接受程度是市场研究的一个新兴领域。在家庭环境中为不同群体服务的社交家庭机器人(如 Jibo、Cozmo 和 Kuri)显示出巨大的零售和消费者服务潜力。然而,目前的大多数研究都集中在家庭环境中为老年人或残疾人服务的社交机器人上,因此在了解消费者对社交家用机器人的接受程度方面还存在差距,尤其是在不同文化背景下。本文从人机交互的角度出发,通过顺序混合方法研究了消费者使用社交家用机器人的意愿。我们的研究结果表明,消费者使用这些机器人的意向主要受人机交互关键因素的影响:对社交机器人益处的信念、对隐私风险的担忧、信任、机器人的整体拟人化设计以及消费者的自我建构倾向。此外,信任在社会支持信念、隐私担忧、独立自我构建和使用意向之间起着中介作用。本研究探讨了消费者对在家庭环境中服务于不同群体而非特殊群体的社交机器人的接受程度,为有关社交/服务机器人的文献做出了贡献。它还为在零售业设计和营销社交家用机器人提供了商业指南。
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引用次数: 0
When should the fresh-food retailer embrace near-expired food commercialization? 生鲜食品零售商何时应该接受接近过期的食品商业化?
IF 11 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-10 DOI: 10.1016/j.jretconser.2024.104081
Zhengwei Lyu , Hongjie Lan , Samuel Shuai Liu , Guowei Hua , T.C.E. Cheng

Despite the potential of near-expired food commercialization (NFC) to recover value from unsold food, skepticism persists due to concern about its impact on fresh food margins. This study introduces a game-theoretic model to explore the optimal strategy and price-setting timing for the fresh-food retailer considering NFC. We find that the optimal strategy transitions from no NFC to partial and then to full NFC as the order quantity increases. Specifically, under full NFC, the fresh-food retailer with strong bargaining power and high perceived quality benefits from adopting clearance-priority pricing, which prioritizes the pricing of the near-expired food. Conversely, the retailer with limited power and lower perceived quality prefers fresh-priority pricing, which sets the retail price of fresh food first. Under partial NFC, while clearance-priority pricing generally yields profits, the high disposal cost may compel even powerful fresh-food retailers to switch to fresh-priority pricing to mitigate the risks associated with negotiation failures. We further analyze extended models to confirm the robustness of our findings. Our research contributes to the literature and guides practice by addressing common misconceptions about NFC.

尽管临近过期食品商业化(NFC)具有从未售食品中回收价值的潜力,但由于担心其对生鲜食品利润的影响,人们对其仍持怀疑态度。本研究引入了一个博弈论模型来探讨生鲜食品零售商考虑 NFC 的最佳策略和定价时机。我们发现,随着订单量的增加,最优策略会从无 NFC 过渡到部分 NFC,再到完全 NFC。具体来说,在完全 NFC 的情况下,议价能力强、感知质量高的生鲜食品零售商会从清仓优先定价中获益,因为清仓优先定价会优先考虑临近过期的食品。相反,议价能力有限且感知质量较低的零售商则倾向于采用新鲜优先定价法,即首先确定新鲜食品的零售价格。在部分 NFC 条件下,虽然清仓优先定价通常会带来利润,但高昂的处置成本可能会迫使实力雄厚的生鲜食品零售商转而采用生鲜优先定价,以降低谈判失败带来的风险。我们进一步分析了扩展模型,以证实我们研究结果的稳健性。我们的研究解决了人们对 NFC 的常见误解,从而为相关文献做出了贡献,并为实践提供了指导。
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引用次数: 0
Consumer segmentation with large language models 利用大型语言模型进行消费者细分
IF 11 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-09 DOI: 10.1016/j.jretconser.2024.104078
Yinan Li , Ying Liu , Muran Yu

Consumer segmentation is vital for companies to customize their offerings effectively. Our study explores the application of Large Language Models (LLMs) in marketing research for consumer segmentation. We developed a workflow leveraging LLMs to perform clustering analysis based on consumer survey data, with a focus on text-based multiple-choice and open-ended questions. Firstly, we employed a LLMs model to embed text for clustering, demonstrating that LLMs enhance clustering accuracy over traditional models. Secondly, we created persona chatbots using LLMs, which achieved over 89% accuracy in simulating consumer preferences. Our findings underscore the potential of our LLMs framework in marketing research.

消费者细分对于企业有效定制产品至关重要。我们的研究探讨了大语言模型(LLMs)在消费者细分营销研究中的应用。我们开发了一个工作流程,利用 LLMs 对消费者调查数据进行聚类分析,重点是基于文本的选择题和开放式问题。首先,我们使用 LLMs 模型嵌入文本进行聚类,证明 LLMs 比传统模型提高了聚类的准确性。其次,我们使用 LLMs 创建了角色聊天机器人,其模拟消费者偏好的准确率超过 89%。我们的研究结果凸显了 LLMs 框架在营销研究中的潜力。
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引用次数: 0
Are food retailers resilient amid crisis? A cultural resource-based exploration of Lebanese consumers’ engagement with the food retail landscape 食品零售商在危机中是否具有复原力?基于文化资源的黎巴嫩消费者参与食品零售业的探索
IF 11 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-09 DOI: 10.1016/j.jretconser.2024.104064
Rachel A. Bahn , Fatiha Fort , Florent Saucède , Gumataw Kifle Abebe

Supermarketization is transforming global food retailing, but research gaps around this transformation include the role of consumers and of crises in informing the supermarketization process, with implications for the resilience of retail structures. This study aims to apply a cultural-resource based theory of the customer and show that retailers need to think more broadly about the value they create for consumers and the meaning they engage in their interactions with consumers. We performed in-depth interviews with Lebanese consumers to understand whether and to what degree COVID-19, economic, and political crises have altered their food purchasing habits and perceptions, and the implications for the developing country context of supermarketization and retail modernization. Findings reveal that multiple factors influence the choice of food shopping destination ranging from those identified in mainstream retail theories (price, product assortment) to the individual-level activation of meaning and identity creation consistent with the cultural resource-based theory of the customer. Recent shifts in retail patronage patterns are linked to specific crisis impacts but do not uniformly favor modern or traditional retailers, suggesting ambiguous impacts on retailers’ resilience and the future trajectory of supermarketization in Lebanon.

超市化正在改变全球食品零售业,但围绕这一转变的研究空白包括消费者和危机在超市化过程中所扮演的角色,以及对零售结构复原力的影响。本研究旨在运用基于文化资源的顾客理论,说明零售商需要更广泛地思考他们为消费者创造的价值以及他们与消费者互动的意义。我们对黎巴嫩消费者进行了深入访谈,以了解 COVID-19、经济和政治危机是否以及在多大程度上改变了他们的食品购买习惯和观念,以及对发展中国家超市化和零售现代化的影响。研究结果表明,多种因素影响着人们对食品购物目的地的选择,从主流零售理论(价格、产品种类)到与基于文化资源的顾客理论一致的个人层面的意义激活和身份创造,不一而足。最近零售客流模式的变化与具体的危机影响有关,但并不都有利于现代或传统零售商,这表明对零售商的应变能力和黎巴嫩超市化的未来轨迹产生了模糊的影响。
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引用次数: 0
Avoid following individual shopping time habit to promote new products: Evidence from a randomized field experiment 避免遵循个人购物时间习惯来推广新产品:来自随机现场实验的证据
IF 11 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-05 DOI: 10.1016/j.jretconser.2024.104058
Yongjun Li, Xi Jin, Hanbing Xue

Prior research suggests that marketing activities should follow consumers' shopping time habits, as it has been proven that consumers obtain higher satisfaction and exhibit greater revisit behavior when the timing of shopping follows their habits. This article calls into question the applicability of this strategy to the recommendation of new products. Through a randomized field experiment conducted in collaboration with a renowned fast-moving consumer goods company in China, we find that consumers targeted with recommendations following their shopping time habits exhibited heightened passive resistance, which is more pronounced among those with greater experience purchasing similar products. This study ventures further into the exploration of how the mechanisms of information acquisition and processing, inherent in shopping habits, exert influence on consumer passive resistance to innovation. The findings offer valuable insights for marketers leveraging shopping time habits in their activities or seeking to improve the success of a new product.

先前的研究表明,营销活动应遵循消费者的购物时间习惯,因为事实证明,当购物时间遵循消费者的习惯时,消费者会获得更高的满意度,并表现出更多的再次光顾行为。本文对这一策略是否适用于新产品推荐提出了质疑。通过与中国一家知名快速消费品公司合作开展的随机现场实验,我们发现,按照消费者购物时间习惯进行推荐的目标消费者表现出更强的被动抵制,这在购买同类产品经验更丰富的消费者中更为明显。本研究进一步探讨了购物习惯中固有的信息获取和处理机制如何影响消费者对创新的被动抵制。研究结果为营销人员在其活动中利用购物时间习惯或寻求提高新产品的成功率提供了有价值的见解。
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引用次数: 0
Exploring the effect of empathic response and its boundaries in artificial intelligence service recovery 探索人工智能服务恢复中移情反应的效果及其边界
IF 11 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-05 DOI: 10.1016/j.jretconser.2024.104065
Yuanyuan Guo , Linlin Xu , Chaoyou Wang

Artificial intelligence (AI) is increasingly applied to customer services, but failures inevitably occur from time to time. Empathy-based response through AI is a service recovery approach, but its effectiveness and boundary conditions remain unclear. In this study, we draw on the theory of system usage to investigate the conditions in which AI empathic responses can be an effective remedy, and explore the differences in the effectiveness of empathic responses from AI and human agents in service failures. The results of three scenario-based experiments reveal that the recovery of AI services through the use of high-empathy responses can increase users’ intentions to continue using the service. Our findings also suggest that the need for human interaction increases the impact of empathic responses on continued usage intention, and that this effect is reduced if the task is deemed urgent. We also find that the recovery effect from the empathic responses provided by both AI and human agents is similar. This article focuses on the issue of continued use when AI services fail, and we demonstrate the effectiveness of AI empathic responses in service recovery and reveal their boundary conditions. This provides insights into how to effectively use AI empathy in service recovery and provides a theoretical framework that companies can draw on when addressing AI service failures.

人工智能(AI)越来越多地应用于客户服务,但故障不可避免地时有发生。通过人工智能进行移情响应是一种服务恢复方法,但其有效性和边界条件仍不明确。在本研究中,我们借鉴了系统使用理论,研究了人工智能移情响应可以成为有效补救措施的条件,并探讨了人工智能和人类代理在服务故障中移情响应的有效性差异。三个基于场景的实验结果表明,通过使用高移情响应来恢复人工智能服务可以提高用户继续使用服务的意愿。我们的研究结果还表明,对人际互动的需求会增加移情回应对继续使用意图的影响,如果任务被认为是紧急的,这种影响就会减弱。我们还发现,人工智能和人类代理提供的移情回应所产生的恢复效果是相似的。本文重点关注人工智能服务失败时的继续使用问题,我们展示了人工智能移情响应在服务恢复中的有效性,并揭示了其边界条件。这为如何在服务恢复中有效利用人工智能移情提供了启示,并为企业在处理人工智能服务故障时提供了一个可以借鉴的理论框架。
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引用次数: 0
The inverted U-shape of consumer reviews and conversion rates: The moderating role of store longevity and transaction volume on service-selling platforms 消费者评论与转化率的倒 U 型关系:服务销售平台上店铺寿命和交易量的调节作用
IF 11 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-05 DOI: 10.1016/j.jretconser.2024.104063
Qiming Zhong , Li Zhou , Jie Zhang , Ting Ji

This study investigates the intricate relationship between consumer review quantity and conversion rates on online service-selling platforms. Leveraging data from a large platform, the research uncovers an inverted U-shaped relationship, where conversion rates initially improve with increasing review quantity but decline once a threshold is exceeded. The study also explores how store longevity and transaction volume moderates this relationship, revealing that established stores and those with higher transaction volumes can mitigate the negative effects of excessive reviews. These findings offer actionable insights for platforms and merchants on balancing review quantity to optimize conversion rates. Moreover, the conduction of this study also underscores the importance of reassessing established theories in the evolving landscape of e-commerce.

本研究调查了在线服务销售平台上消费者评论数量与转化率之间错综复杂的关系。利用一个大型平台的数据,研究发现了一种倒 U 型关系,即随着评论数量的增加,转换率最初会有所提高,但一旦超过阈值,转换率就会下降。研究还探讨了店铺寿命和交易量如何调节这种关系,发现成熟的店铺和交易量较高的店铺可以减轻过多评论的负面影响。这些发现为平台和商家平衡评论数量以优化转换率提供了可操作的见解。此外,这项研究还强调了在不断变化的电子商务环境中重新评估既定理论的重要性。
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引用次数: 0
Why do customers choose online or offline channels? A framework of motives and its application in an international context 客户为何选择在线或离线渠道?动机框架及其在国际环境中的应用
IF 11 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-05 DOI: 10.1016/j.jretconser.2024.104054
Stephan Zielke , Marcin Komor

This study provides a comprehensive and theory-based framework of motives for choosing online or offline channels and analyzes the importance of such motives in different contexts. Based on in-depth interviews conducted in Germany and Poland, we identify 23 motives for channel use. A subsequent survey study with 4000 respondents from both countries reveals that most important motives relate to the search outcome, purchase outcome and utilitarian aspects of the shopping process, while hedonic motives, habits and ethical issues come second. Results further show that Polish respondents are more demanding and rate most motives as more important than German customers, except motives related to maintaining habits and supporting physical stores. We explain these results by different economic conditions and retail structures in Western and Eastern Europe. The results contribute towards understanding consumers’ retailer and channel choice and help retailers to focus on particular motives depending on market and product context.

本研究为选择在线或离线渠道的动机提供了一个全面的、基于理论的框架,并分析了这些动机在不同情况下的重要性。根据在德国和波兰进行的深入访谈,我们确定了 23 种渠道使用动机。随后对两国 4000 名受访者进行的调查研究显示,最重要的动机与搜索结果、购买结果和购物过程的功利性有关,而享乐动机、习惯和道德问题则排在第二位。结果还显示,波兰受访者比德国顾客要求更高,对大多数动机的评价也更重要,但与保持习惯和支持实体店有关的动机除外。我们用西欧和东欧不同的经济条件和零售结构来解释这些结果。这些结果有助于理解消费者对零售商和渠道的选择,并帮助零售商根据市场和产品环境重点关注特定动机。
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引用次数: 0
Customer adoption of robot: Synergizing customer acceptance of robot-assisted retail technologies 顾客采用机器人:协同顾客接受机器人辅助零售技术
IF 11 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-05 DOI: 10.1016/j.jretconser.2024.104062
Yasser Moustafa Shehawy , Syed Md Faisal Ali Khan , Nasser Ali M Khalufi , Riyaz Sheikh Abdullah

Recent years have seen increased interest in applying robots to the retail sector. The present research aims to learn the criteria that make people more or less likely to use retail services assisted by robots. The study builds on the Technology Adoption Model (TAM) as an information system theory and presents a research model that considers how people perceive robots in their decisions. The model also investigates the impact of customers' social and cultural norms (SCN) and level of education towards customer adoption of robots (CAR). A survey from Saudi Arabian customers was used to compile the data. The PLS-SEM approach was applied in assessing customer acceptance of Robot-assisted retail technologies model and research proposed constructs. All indicators significantly impacted customer adoption, with perceived usefulness (PU) mediating between the two. Furthermore, education and SCN moderate the relationship between customer attitudes toward robots (ATR) and CAR. Retailers and governments can learn much from the study's findings about what motivates customers to use store robots. The findings strictly contribute to extending the current literature on merging TAM and consumer acceptance theories, practices, practitioners, and business decision-makers. In addition, to enhance the useful insights of synergizing customer acceptance of Robot-assisted retail technologies; we added theoretical, managerial, and social implications.

近年来,人们对将机器人应用于零售业的兴趣与日俱增。本研究旨在了解人们使用机器人辅助零售服务的标准。研究以信息系统理论中的技术采用模型(TAM)为基础,提出了一个考虑人们在决策中如何看待机器人的研究模型。该模型还研究了顾客的社会文化规范(SCN)和教育水平对顾客采用机器人(CAR)的影响。数据是通过对沙特阿拉伯客户的调查收集的。在评估顾客对机器人辅助零售技术的接受程度时,采用了 PLS-SEM 方法和研究提出的构念。所有指标都对顾客的采用产生了重大影响,而感知有用性(PU)在两者之间起到了中介作用。此外,教育和 SCN 可调节顾客对机器人的态度(ATR)与 CAR 之间的关系。零售商和政府可以从研究结果中学到很多东西,了解顾客使用商店机器人的动机是什么。这些研究结果对扩展当前关于TAM与消费者接受理论、实践、从业人员和商业决策者融合的文献做出了严格的贡献。此外,为了提高顾客对机器人辅助零售技术接受度的有用洞察力,我们还增加了理论、管理和社会影响方面的内容。
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引用次数: 0
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Journal of Retailing and Consumer Services
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