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Leveraging customer learning and time-based targeting for fast fashion new arrivals 利用客户学习和基于时间的目标定位,打造快时尚新品
IF 11 1区 管理学 Q1 BUSINESS Pub Date : 2024-11-22 DOI: 10.1016/j.jretconser.2024.104141
Joyce Feng Wang , Yufei Zhang , G. Tomas M. Hult , Chen Lin
The fast fashion industry rapidly introduces new products, making early adoption among fashion innovators crucial for sustaining return on investment and setting fashion trends for the diffusion process. This study aims to identify fashion innovators by assessing their learning maturity and to determine the optimal timing for commercializing fashion new arrivals. By leveraging large-scale e-commerce data, we operationalized learning maturity based on customers' past purchase experiences and employed survival analyses to examine how different types of customer learning affect new product adoption across various times of the day and days of the week. Our findings reveal that learning about product features increases customers' likelihood of adopting new products, whereas learning about pricing decreases it. These learning effects are most pronounced for customers shopping at bedtime and on weekends due to variations in consumers’ cognitive resources. By demonstrating the significant effects of customer learning, this research uncovers new, time-varying, experience-based antecedents of new product adoption. Our results provide novel insights into the success of new fashion products, offering readily actionable guidance on targeting the right customers at the right time.
快速时尚产业迅速推出新产品,因此,时尚创新者尽早采用新产品对于维持投资回报和在传播过程中引领时尚潮流至关重要。本研究旨在通过评估时尚创新者的学习成熟度来识别他们,并确定时尚新品商业化的最佳时机。通过利用大规模的电子商务数据,我们根据顾客过去的购买经验对学习成熟度进行了操作化,并采用生存分析来研究不同类型的顾客学习如何影响新产品在一天中不同时间和一周中不同日子的采用。我们的研究结果表明,对产品功能的学习会增加顾客采用新产品的可能性,而对定价的学习则会降低顾客采用新产品的可能性。由于消费者认知资源的不同,这些学习效应在睡前和周末购物的顾客身上表现得最为明显。通过证明顾客学习的显著效果,这项研究发现了新的、随时间变化的、基于经验的新产品采用前因。我们的研究结果为新时尚产品的成功提供了新的见解,为在正确的时间瞄准正确的顾客提供了易于操作的指导。
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引用次数: 0
Beneath the colorness skies: Does weather influence consumer color preference? 色彩天空下:天气会影响消费者的色彩偏好吗?
IF 11 1区 管理学 Q1 BUSINESS Pub Date : 2024-11-19 DOI: 10.1016/j.jretconser.2024.104154
Yongjie Chu , Hongguo Wang , Cengceng Liu
Understanding consumer preference is crucial for optimizing inventory management and enhancing consumer satisfaction. While previous research has explored various determinants of consumer choices, the role of weather in shaping consumer color preference has received little attention. This study addresses this gap by investigating how key weather variables—temperature, relative humidity, and wind speed—affect consumer color preference in the fashion clothing market. Using data from 3,184,162 transactions across 99 physical fashion retail stores in Italy, we analyze consumer clothing purchases as indicators of color preference. Our findings reveal that higher temperatures and relative humidity lead consumers to prefer cooler clothing colors, while increased wind speed encourages the selection of warmer colors. Additionally, fashion trends play a moderating role in shaping the relationship between weather conditions and color preference. This research contributes to a deeper understanding of the weather's influence on consumer behavior and offers valuable insights for retailers, enabling them to better anticipate changes in consumer preference under different weather conditions and reduce supply-demand imbalances.
了解消费者的偏好对于优化库存管理和提高消费者满意度至关重要。虽然以往的研究探讨了消费者选择的各种决定因素,但天气对消费者色彩偏好的影响却鲜有关注。本研究通过调查主要天气变量--温度、相对湿度和风速--如何影响时尚服饰市场中消费者的色彩偏好,填补了这一空白。利用意大利 99 家实体时装零售店的 3,184,162 笔交易数据,我们分析了消费者购买服装的颜色偏好指标。我们的研究结果表明,较高的温度和相对湿度会导致消费者偏好较冷的服装颜色,而风速的增加则会促使消费者选择较暖的颜色。此外,时尚趋势在天气条件与色彩偏好之间的关系中起到了调节作用。这项研究有助于更深入地了解天气对消费者行为的影响,并为零售商提供有价值的见解,使他们能够更好地预测消费者在不同天气条件下的偏好变化,减少供需失衡。
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引用次数: 0
Consumers' attitudes and purchase intentions toward food ordering via online platforms 消费者对通过网络平台订餐的态度和购买意向
IF 11 1区 管理学 Q1 BUSINESS Pub Date : 2024-11-18 DOI: 10.1016/j.jretconser.2024.104151
Nada Jabbour Al Maalouf, Elie Sayegh, Wissam Makhoul, Nada Sarkis
With the rapid advancements in technology, the Internet and mobile applications have become integral to everyday life, offering unprecedented convenience and value, particularly in the realm of online retail. Among these innovations, online food delivery services have emerged as a significant shift in consumer behavior, providing an alternative to traditional dining experiences. This research aims to explore the impact of key motivational factors—e-service quality, personal aspects, perceived food quality, trust, time-saving orientation, and convenience motivation—on consumer attitudes toward online food delivery services. Additionally, the study hypothesizes that these attitudes mediate the relationship between consumer motivations and their intention to order food online. A regression analysis was performed on the cross-sectional data collected from a random sample of 280 respondents. The findings reveal critical insights into the complex dynamics between motivational factors and consumer behavior in the context of online food ordering. Notably, the study identifies attitudes toward online food delivery as a pivotal mediator, linking consumer motivations to their intention to engage in online food delivery. These results highlight the importance for businesses to thoroughly understand and strategically address these motivational factors and consumer attitudes to remain competitive and responsive to evolving consumer demands in the digital age. This research contributes to the literature by offering a comprehensive framework that integrates multiple consumer motivations, providing original insights into how these factors collectively influence the adoption of online food delivery services, particularly in the context of Lebanon's unique social, economic, and political challenges.
随着技术的飞速发展,互联网和移动应用程序已成为日常生活中不可或缺的一部分,为人们提供了前所未有的便利和价值,尤其是在网上零售领域。在这些创新中,网上送餐服务已成为消费者行为的一个重要转变,为传统餐饮体验提供了另一种选择。本研究旨在探讨关键动机因素--服务质量、个人因素、感知食品质量、信任、省时导向和便利动机--对消费者在线送餐服务态度的影响。此外,本研究还假设这些态度会对消费者的动机和网上订餐意向之间的关系起到中介作用。研究对随机抽样收集到的 280 名受访者的横截面数据进行了回归分析。研究结果揭示了在线订餐背景下动机因素与消费者行为之间复杂的动态关系。值得注意的是,研究发现消费者对网上订餐的态度是一个关键的中介因素,它将消费者的动机与他们参与网上订餐的意向联系在一起。这些结果凸显了企业深入了解并从战略上解决这些动机因素和消费者态度的重要性,从而在数字时代保持竞争力并对不断变化的消费者需求做出回应。本研究提供了一个综合了多种消费者动机的全面框架,为研究文献做出了贡献,并就这些因素如何共同影响在线食品配送服务的采用,尤其是在黎巴嫩独特的社会、经济和政治挑战背景下,提供了独到的见解。
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引用次数: 0
Customers’ reuse intention to autonomous delivery vehicles in terminal delivery service: A valence theory perspective 顾客对终端配送服务中自动配送车辆的再利用意向:价值理论视角
IF 11 1区 管理学 Q1 BUSINESS Pub Date : 2024-11-17 DOI: 10.1016/j.jretconser.2024.104150
Li Jiang , Jingyi Yan , Yuguang Xie , Junfeng Dong
Autonomous delivery vehicles (ADVs), as a new tool in terminal delivery, are currently used extensively. However, for the permanent success of the ADV industry, logistics providers need to understand the influencing mechanism of consumers' reuse intention of ADVs. Therefore, this research uses valence theory as basis in analyzing the elements and mechanisms affecting consumers’ reuse intention of ADVs. Survey data were assembled from 550 ADV consumers in China through online questionnaires, and partial least squares structural equation model was used as a tool for data analysis. Findings indicate that convenience and hedonic value can enhance the perceived value of ADVs. Perceived value can positively affect reuse intention through the attitude toward using ADVs, whereas perceived cost negatively affects the reuse intention through the attitude toward using ADVs. The discussion section of this paper summarizes the results and implications and provides valuable suggestions for logistics providers and developers.
自动配送车(ADV)作为终端配送的新工具,目前已得到广泛应用。然而,要想使自动配送车行业取得永久性成功,物流供应商需要了解消费者对自动配送车重复使用意愿的影响机制。因此,本研究以价值理论为基础,分析影响消费者 ADV 再利用意愿的要素和机制。本研究通过在线问卷收集了中国 550 名 ADV 消费者的调查数据,并使用偏最小二乘法结构方程模型进行数据分析。研究结果表明,便利性和享乐价值可以提升 ADV 的感知价值。感知价值会通过使用 ADV 的态度对再利用意愿产生积极影响,而感知成本则会通过使用 ADV 的态度对再利用意愿产生消极影响。本文的讨论部分总结了研究结果和意义,并为物流提供商和开发商提供了宝贵建议。
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引用次数: 0
We match! Building online brand engagement behaviours through emotional and rational processes 我们匹配!通过感性和理性过程建立在线品牌参与行为
IF 11 1区 管理学 Q1 BUSINESS Pub Date : 2024-11-15 DOI: 10.1016/j.jretconser.2024.104146
Estefania Ballester , Carla Ruiz , Natalia Rubio , Cleopatra Veloutsou
Strong influencers generate attention and engagement for specific brands they endorse and present, but still little is known on how their intrinsic characteristics may contribute to their ability to generate content engagement intentions for any posted content. This study uses the dual-process theory and data collected from 1012 followers of an Instagram micro-influencer to examine how perceived consumer micro-influencers drive behavioural engagement with any shared branded content through emotional and rational processing. The results indicate that follower-influencer similarity exerts a positive and direct influence on all three engagement behaviours, and it indirectly affects content consumption and contribution behaviours through parasocial relationships (emotional route) and credibility (rational route). The findings also reveal that parasocial relationships enhance the influencer's credibility, underscoring the significant mediating role of these relationships. Notably, the indirect effect of similarity on credibility, mediated by parasocial relationships, is proven more substantial than the direct effect.
强大的影响者会为他们所代言和展示的特定品牌带来关注和参与,但对于他们的内在特征会如何促进他们为任何发布内容产生内容参与意图的能力,人们仍然知之甚少。本研究利用双重过程理论和从一位 Instagram 微影响力者的 1012 位追随者处收集的数据,研究了感知到的消费者微影响力者如何通过感性和理性处理来推动对任何共享品牌内容的行为参与。结果表明,关注者-影响者的相似性对所有三种参与行为都产生了积极而直接的影响,并通过寄生社会关系(情感途径)和可信度(理性途径)间接影响了内容消费和贡献行为。研究结果还显示,寄生社会关系提高了影响者的可信度,突出了这些关系的重要中介作用。值得注意的是,由寄生关系中介的相似性对可信度的间接影响被证明比直接影响更为显著。
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引用次数: 0
From popularity to pitfalls: Diagnosing consumer issues and engineering solutions for an ink-inspired mobile theme system 从流行到陷阱:诊断消费者问题,为墨守成规的移动主题系统设计解决方案
IF 11 1区 管理学 Q1 BUSINESS Pub Date : 2024-11-14 DOI: 10.1016/j.jretconser.2024.104142
Zhenfei Wang , Younghwan Pan
The demand for personalized smartphone theme systems is growing steadily. In China, the emerging ink-inspired mobile theme system (IMTS) serves as a representative example of such personalized theme systems. The IMTS integrates cultural elements and aesthetics into its design, thereby introducing a novel form of smartphone personalization. However, consumer feedback and willingness to use the IMTS have not increased alongside its development; rather, they have declined significantly. This study analyzes consumer feedback and use intentions of the IMTS to assess its developmental trajectory and propose potential modifications. The study employs the Latent Dirichlet Allocation (LDA) model to analyze all user reviews of the IMTS to identify consumer-behavior-related issues. Subsequently, a targeted survey was conducted, and the results from 407 representative samples were analyzed using the Kano model to identify specific factors influencing consumer willingness to use the system. Results indicate that the IMTS faces significant challenges, such as inconsistency between theme descriptions and the actual user experience, low compatibility between icons and themes, unsatisfactory visual communication, and an overemphasis on cultural elements at the expense of practicality. Addressing these issues is crucial for enhancing the user experience and ensuring the future development of the IMTS.
个性化智能手机主题系统的需求正在稳步增长。在中国,新兴的墨香手机主题系统(IMTS)是此类个性化主题系统的代表。水墨灵感手机主题系统将文化元素和美学理念融入设计之中,为智能手机个性化提供了一种新的形式。然而,消费者对 IMTS 的反馈和使用意愿并没有随着 IMTS 的发展而增加,反而出现了明显的下降。本研究分析了消费者对 IMTS 的反馈和使用意愿,以评估其发展轨迹并提出潜在的修改建议。本研究采用 Latent Dirichlet Allocation (LDA) 模型分析了所有用户对 IMTS 的评论,以确定与消费者行为相关的问题。随后,进行了有针对性的调查,并使用卡诺模型分析了来自 407 个代表性样本的结果,以确定影响消费者使用该系统意愿的具体因素。结果表明,IMTS 面临着重大挑战,如主题描述与实际用户体验不一致、图标与主题之间兼容性低、视觉传达效果不理想、过分强调文化元素而忽视实用性等。解决这些问题对于提升用户体验和确保 IMTS 的未来发展至关重要。
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引用次数: 0
Retail consumers' conundrum: An in-depth qualitative study navigating the motivations and aversion of chatbots 零售消费者的难题:一项深入的定性研究,探索聊天机器人的动机和反感情绪
IF 11 1区 管理学 Q1 BUSINESS Pub Date : 2024-11-13 DOI: 10.1016/j.jretconser.2024.104147
Muhammad Danish Habib , Rekha Attri , Mohammad Asif Salam , Muhammad Zafar Yaqub
This study addresses prevailing gaps in retail marketing literature encompassing the (chatbot) adoption behavior by delving into the motivators and inhibitors influencing consumer decisions to adopt chatbots. Employing a qualitative approach, we gathered consumer insights through open-ended essays that explored consumer adoption and aversion of chatbots, intending to contrive an inductive understanding of this behavior jacked up by the grounded theory approach. The study involved 55 US-based chatbot users recruited through the Prolific Academic platform. Participants responded to open-ended essay questions exploring the motivators and barriers to consumer adoption of chatbots. The Gioia method was employed to develop theoretical notions from empirical data inductively. The study's findings lead to categorizing motivators into functional motives, design attributes, and relational motives. At the same time, inhibitors/barriers were classified as technological and/or functional and personal and/or perceptual. The study significantly contributes to the existing body of knowledge by addressing a critical deficiency in prior literature, explicitly identifying the factors that truncate chatbot adoption. Explaining demotivators for chatbot adoption significantly enriches the behavioral reasoning theory argument, which bases itself upon the reasons for and against a particular (adoption/aversion) behavior. The study's findings can be helpful for practitioners by highlighting the necessity of prioritizing user-centric features as well as addressing both technological and perception barriers to truncate chatbot aversion or improve the adoption rates of chatbots.
本研究通过深入研究影响消费者决定采用聊天机器人的动机和抑制因素,填补了零售营销文献在(聊天机器人)采用行为方面的空白。我们采用定性方法,通过探讨消费者采用和反感聊天机器人的开放式文章收集消费者的见解,旨在通过基础理论方法对这一行为进行归纳理解。这项研究通过 Prolific Academic 平台招募了 55 名美国聊天机器人用户。参与者回答了开放式论文问题,探讨了消费者采用聊天机器人的动机和障碍。研究采用 Gioia 方法,从经验数据中归纳出理论概念。研究结果将动机分为功能动机、设计属性和关系动机。同时,抑制因素/障碍也被分为技术和/或功能性和个人和/或感知性两类。本研究解决了以往文献中的一个重要缺陷,明确指出了阻碍聊天机器人采用的因素,为现有知识体系做出了重要贡献。解释采用聊天机器人的动因极大地丰富了行为推理理论的论证,该理论以支持和反对特定(采用/厌恶)行为的原因为基础。本研究的发现对实践者很有帮助,它强调了优先考虑以用户为中心的功能以及解决技术和感知障碍的必要性,从而消除聊天机器人的厌恶情绪或提高聊天机器人的采用率。
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引用次数: 0
Bright and dark sides of green consumerism: An in-depth qualitative investigation in retailing context 绿色消费主义的光明与黑暗面:零售业背景下的深入定性调查
IF 11 1区 管理学 Q1 BUSINESS Pub Date : 2024-11-12 DOI: 10.1016/j.jretconser.2024.104145
Muhammad Danish Habib , Rekha Attri , Mohammad Asif Salam , Muhammad Zafar Yaqub
This study aims to enhance the understanding of green consumption behavior dynamics by exploring the influencing factors, perceptions, motivators, barriers, and consequences of green consumerism. The study utilizes a qualitative approach, collecting data from 68 respondents from the USA and UK with the help of open-ended essays from a representative sample of informants recruited through the Prolific Academic to contrive an inductive understanding of (dynamics of) green consumption behavior using the grounded theory approach. The study employs the Stimulus-Organism-Response (S-O-R) framework as the theoretical underpinning to identify, categorize, and synthesize stimuli that shape consumer perceptions, the consumer being the organism processing the information about green consumption, and the consumers’ response, either adopting or averting green consumerism. The findings reveal a comprehensive view of influencing factors, customer perceptions, motivators, barriers, and pitfalls resulting from identified barriers. The study significantly advances the theoretical landscape of green consumption by utilizing the Stimulus-Organism-Response (S-O-R) framework to broaden the understanding of consumer perceptions and responses towards green consumerism while also making substantial contributions to the Behavioral Reasoning Theory (BRT) framework, identifying reasons that influence or deter green consumption behaviors. Our study provides valuable insights for policymakers to develop effective regulatory frameworks and policies to encourage sustainable consumer behavior. It offers guidance for marketers to adjust their strategies, focusing on transparency and authenticity to foster consumer trust and promote positive perceptions of green initiatives.
本研究旨在通过探讨绿色消费主义的影响因素、观念、动机、障碍和后果,加深对绿色消费行为动态的理解。本研究采用定性方法,从美国和英国的 68 名受访者中收集数据,并通过 Prolific Academic 征集具有代表性的信息样本,在开放式文章的帮助下,利用基础理论方法归纳理解绿色消费行为(动态)。研究采用刺激-有机体-反应(S-O-R)框架作为理论基础,对影响消费者认知的刺激因素进行识别、分类和综合,消费者是处理绿色消费信息的有机体,而消费者的反应则是采用或放弃绿色消费。研究结果全面揭示了影响因素、消费者认知、动机、障碍以及所发现的障碍导致的陷阱。这项研究利用 "刺激-组织-反应"(S-O-R)框架,拓宽了对消费者对绿色消费的看法和反应的理解,从而极大地推进了绿色消费的理论研究,同时也对行为推理理论(BRT)框架做出了重大贡献,确定了影响或阻止绿色消费行为的原因。我们的研究为政策制定者提供了宝贵的见解,帮助他们制定有效的监管框架和政策,鼓励可持续消费行为。它还为营销人员调整策略提供了指导,营销人员应注重透明度和真实性,以促进消费者对绿色倡议的信任和积极看法。
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引用次数: 0
Can virtual streamers express emotions? Understanding the language style of virtual streamers in livestreaming e-commerce 虚拟流媒体能否表达情感?了解虚拟流媒体在直播电子商务中的语言风格
IF 11 1区 管理学 Q1 BUSINESS Pub Date : 2024-11-12 DOI: 10.1016/j.jretconser.2024.104148
Xiuyuan Gong, Pengkai Sun
Virtual streamers have become increasingly prevalent in livestreaming e-commerce because of technological advancements in artificial intelligence. However, there are only a few studies that have explored the language style of virtual streamers in livestreaming e-commerce services. Accordingly, the appropriate language style for the success of virtual streamers needs to be explored. This study used mind perception theory as basis to systematically examine whether, how, and when virtual streamers’ language style affects consumer intention to follow the advice (CIFA) by conducting five experimental studies. Results indicated that emotional language used by virtual streamers is more effective than rational language. Moreover, emotional language leads to higher CIFA, with consumers’ mind perception (perceived agency and perceived experience) mediating this link in the livestreaming e-commerce context. Consumers’ imagery difficulty eliminates the mediating effect of mind perception. Furthermore, consumers with hedonic motivation generate markedly higher perceived experience (but not perceived agency) when virtual streamers use emotional language, consequently contributing to higher CIFA. The findings reveal the different effects of virtual streamers’ language style and offer valuable insights into the significant development of livestreaming e-commerce services.
由于人工智能技术的进步,虚拟流媒体在直播电子商务中变得越来越普遍。然而,只有少数研究探讨了虚拟流媒体在直播电子商务服务中的语言风格。因此,需要探索适合虚拟流媒体成功的语言风格。本研究以心智感知理论为基础,通过开展五项实验研究,系统地考察了虚拟流媒体的语言风格是否、如何以及何时影响消费者听从建议的意向(CIFA)。结果表明,虚拟流媒体使用的感性语言比理性语言更有效。此外,感性语言会导致更高的 CIFA,而消费者的心智感知(感知代理和感知体验)会在直播电子商务情境中起到中介作用。消费者的想象困难消除了心理感知的中介效应。此外,当虚拟流媒体使用情感语言时,具有享乐动机的消费者会产生明显更高的感知体验(而非感知代理),从而导致更高的 CIFA。研究结果揭示了虚拟流媒体语言风格的不同影响,为直播电子商务服务的重要发展提供了有价值的见解。
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引用次数: 0
“I'll do it for myself”: Enhancing customer value through online product customization experience "我自己来":通过在线产品定制体验提升客户价值
IF 11 1区 管理学 Q1 BUSINESS Pub Date : 2024-11-12 DOI: 10.1016/j.jretconser.2024.104143
Saïd Aboubaker Ettis , Achraf Sellami
Increasingly, many brands are enabling consumers to customize products and services to their specific needs and tastes. Little is known about the contributions of immersive customer experience on value creation throughout an online product customization journey. Using the flow theory framework and its correlated constructs, this research aims to analyze the influence of the online product customization experience on the perceived value as well as the impact of this perceived value on the behavioral outcomes regarding the customized product and the online store. Two hundred seventeen (N = 217) participants were recruited to customize shoes on Converse.com and then complete a self-administered online questionnaire. The study reveals three major findings. First, interactivity and telepresence heighten the customer's flow throughout the online product customization process. Second, interactivity and flow directly enhance the perceived value of the online product customization experience. Simultaneously, flow mediates the effect of interactivity and telepresence on the perceived value of the product customization experience. Third, the value of the product customization experience influences the intention of purchasing the customized product, revisiting the online store, and increasing Word-of-Mouth. These findings provide potential implications for digital marketing managers, e-store designers, and mass-customization providers interested in delivering value-focused mass-customization experiences that yield meaningful transactional outcomes.
越来越多的品牌使消费者能够根据自己的特定需求和品味定制产品和服务。人们对沉浸式客户体验在整个在线产品定制过程中对价值创造的贡献知之甚少。本研究旨在利用流动理论框架及其相关建构,分析在线产品定制体验对感知价值的影响,以及感知价值对定制产品和在线商店行为结果的影响。我们招募了 217 名参与者在 Converse.com 上定制鞋子,然后完成一份自填式在线问卷。研究揭示了三个主要发现。首先,互动性和远程呈现提高了客户在整个在线产品定制过程中的流动性。其次,互动性和流动性直接提升了在线产品定制体验的感知价值。与此同时,流动性对互动性和远程呈现对产品定制体验感知价值的影响起着中介作用。第三,产品定制体验的价值会影响用户购买定制产品、再次访问网店和增加口碑传播的意愿。这些发现为数字营销经理、电子商店设计者和大规模定制服务提供商提供了潜在的启示,他们有兴趣提供以价值为中心的大规模定制体验,从而产生有意义的交易结果。
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引用次数: 0
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Journal of Retailing and Consumer Services
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