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Investigating consumers’ adoption of AI chatbots for apparel shopping 调查消费者在服装购物中采用人工智能聊天机器人的情况
IF 2.8 Q2 BUSINESS Pub Date : 2024-03-28 DOI: 10.1108/jcm-03-2022-5234
Mon Thu Myin, Kittichai Watchravesringkan

Purpose

Driven by Davis’s (1989) technology acceptance model (TAM) and Westaby’s (2005) behavioral reasoning theory (BRT), the purpose of this study is to develop and test a conceptual model and examine consumers’ acceptance of artificial intelligence (AI) chatbots for apparel shopping.

Design/methodology/approach

Data from 353 eligible US respondents was collected through a self-administered questionnaire distributed on Amazon Mechanical Turk, an online panel. Confirmatory factor analysis and path analysis were used to test all hypothesized relationships using the structural equation model.

Findings

The results show that optimism and relative advantage of “reasons for” dimensions have a positive and significant influence on perceived ease of use (PEU), while innovativeness and relative advantage have a positive and significant influence on perceived usefulness (PUF). Discomfort and insecurity have no significant impact on PEU and PUF. However, complexity has a negative and significant impact on PEU but not on PUF. Additionally, PEU has a positive influence on PUF. Both PEU and PUF have a positive and significant influence on consumers’ attitudes toward using AI chatbots, which, in turn, affects the intention to use AI chatbots for apparel shopping. Overall, this study identifies that optimism, innovativeness and relative advantage are enablers and good reasons to adopt AI chatbots. Complexity is a prohibitor, making it the only reason against adopting AI chatbots for apparel shopping.

Originality/value

This study contributes to the literature by integrating TAM and BRT to develop a research model to understand what “reasons for” and “reasons against” factors are enablers or prohibitors that significantly impact consumers’ attitude and intention to use AI chatbots for apparel shopping through PEU and PUF.

目的在 Davis(1989 年)的技术接受模型(TAM)和 Westaby(2005 年)的行为推理理论(BRT)的推动下,本研究旨在开发和测试一个概念模型,并考察消费者对用于服装购物的人工智能(AI)聊天机器人的接受程度。结果表明,"原因 "维度的乐观度和相对优势对感知易用性(PEU)有积极而显著的影响,而创新性和相对优势对感知有用性(PUF)有积极而显著的影响。不适感和不安全感对感知易用性(PEU)和感知有用性(PUF)没有显著影响。然而,复杂性对感知有用性(PEU)有显著的负面影响,但对感知有用性(PUF)没有显著影响。此外,PEU 对 PUF 有积极影响。PEU和PUF对消费者使用人工智能聊天机器人的态度都有积极而显著的影响,这反过来又影响了使用人工智能聊天机器人进行服装购物的意愿。总之,本研究认为,乐观、创新和相对优势是采用人工智能聊天机器人的有利因素和充分理由。本研究通过整合 TAM 和 BRT 建立了一个研究模型,以了解哪些 "支持原因 "和 "反对原因 "是促进因素或阻碍因素,从而通过 PEU 和 PUF 显著影响消费者在服装购物中使用人工智能聊天机器人的态度和意向。
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引用次数: 0
The role of individualism, collectivism, and promotional reward type on consumer response to amplified word-of-mouth strategies 个人主义、集体主义和促销奖励类型对消费者响应扩大口碑策略的作用
IF 2.8 Q2 BUSINESS Pub Date : 2024-03-26 DOI: 10.1108/jcm-05-2022-5369
Monika Rawal, Jose Luis Saavedra Torres, Ramin Bagherzadeh, Suchitra Rani, Joanna Melancon

Purpose

This study aims to understand the effect of cultural dimension (individualism/ collectivism) on promotional rewards (social or economic) resulting in incentivizing consumers to engage in electronic word-of-mouth (eWOM), further impacting their repurchase intentions.

Design/methodology/approach

In Study 1, a 2 (culture: individualism vs collectivism) × 2 (promotional rewards: social vs economic) between-subjects design was used. Structural equation modeling was used to test the hypotheses. In Study 2, culture was measured instead of just being manipulated. The authors used regression analysis in this study.

Findings

Owing to the characteristics of collectivistic individuals, consumers in collectivistic cultures were more likely to respond to social rewards as an incentive to engage in eWOM. However, consumers in individualistic cultures were more motivated to engage in eWOM when economic rewards were offered.

Originality/value

Despite the global nature of eWOM, little research has explored the effects of cultural traits on consumer response to amplified eWOM strategy. Additionally, though many organizations now offer various promotional incentives to reviewers, little research has explored the effects of promotional offers on a reviewer’s subsequent behavior, and no research has explored the relationship between cultural dimensions and current and future response to promotional eWOM rewards.

目的本研究旨在了解文化维度(个人主义/集体主义)对促销奖励(社会或经济)的影响,从而激励消费者参与电子口碑(eWOM)活动,并进一步影响其再购买意愿。在研究 1 中,采用了 2(文化:个人主义 vs 集体主义)×2(促销奖励:社会 vs 经济)的主体间设计。采用结构方程模型对假设进行检验。在研究 2 中,对文化进行了测量,而不仅仅是操纵。研究结果根据集体主义个体的特点,集体主义文化中的消费者更倾向于将社会奖励作为参与网络口碑的激励因素。原创性/价值尽管网络口碑具有全球性,但很少有研究探讨文化特征对消费者响应网络口碑策略的影响。此外,尽管现在许多组织都向评论者提供各种促销奖励,但很少有研究探讨促销奖励对评论者后续行为的影响,也没有研究探讨文化维度与当前和未来对促销网络口碑奖励的反应之间的关系。
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引用次数: 0
Geographical indications as a labelling strategy: an empirical investigation of negative bias and its managing conditions 作为标签战略的地理标志:对负面偏见及其管理条件的实证调查
IF 2.8 Q2 BUSINESS Pub Date : 2024-03-22 DOI: 10.1108/jcm-09-2022-5598
Sreejesh S., Minas Kastanakis, Justin Paul

Purpose

This study aims to examine the influence of two significant product labelling strategies (geographical indication [GI] vs country-of-origin [COO]) on shaping customer product attitude and purchase likelihood, considering consumers’ ethnocentric and cosmopolitan tendencies. The authors also investigate the boundary conditions and intervening mechanisms to manage the adverse consumer product evaluations and present mitigating procedures which reinstate favourable product evaluations and purchase likelihood.

Design/methodology/approach

The collected data from these all these studies were analysed using ANOVA and mediation anlaysis. The study tests the proposed hypotheses using three follow-up experimental investigations.

Findings

The study found that GI (vs COO) labels have a more significant impact on customers’ product evaluation and likelihood of purchase and supported the dispositional effect of ethnocentric and cosmopolitan inclinations. Further, the results indicated that self-product congruence can efficiently regulate consumer dispositions. Also, the results confirmed the significant impact of product identification on influencing consumer attitudes.

Practical implications

The above-said insights add practical insights, particularly concerning product labelling. Also, the insights on product attitudes and purchase likelihood intricacies in the context of product labelling enable companies to comprehend better the significance of GI labels, COO labels and self-product congruence.

Originality/value

To the best of the authors’ knowledge, this is the first time a study has compared the role of two significant product labelling strategies (GI vs COO) in shaping customer product evaluations, confirmed its boundary conditions and shown how to transform them into helpful customer product outcomes.

目的 本研究旨在考察两种重要的产品标签策略(地理标志与原产国)对消费者产品态度和购买可能性的影响,同时考虑到消费者的民族中心主义和世界主义倾向。作者还调查了管理消费者不利产品评价的边界条件和干预机制,并提出了恢复有利产品评价和购买可能性的缓解程序。研究结果研究发现,GI(相对于 COO)标签对顾客的产品评价和购买可能性有更显著的影响,并支持民族中心主义和世界主义倾向的倾向性效应。此外,研究结果表明,自我产品一致性可以有效调节消费者的倾向。实践启示上述启示增加了实践启示,特别是关于产品标签的启示。据作者所知,这是首次有研究比较了两种重要的产品标签策略(GI 与 COO)在影响顾客产品评价方面的作用,确认了其边界条件,并说明了如何将其转化为有益的顾客产品结果。
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引用次数: 0
Antecedents and consequences of conceptualizing online hyperconnected brand selection 在线超连接品牌选择概念化的前因后果
IF 2.8 Q2 BUSINESS Pub Date : 2024-03-15 DOI: 10.1108/jcm-08-2023-6193
Salman Majeed, Woo Gon Kim

Purpose

To influence consumer pre-purchase decision-making processes, such as brand selection and perceived brand experience, brands are interested in adopting hyperconnected technological stimuli, such as artificial intelligence, augmented reality (AR), virtual reality, social media and tech devices. However, the understanding of different hyperconnected touchpoints remained shallow and results mixed in previous literature, despite the fact that these touchpoints span different technological interfaces/devices and may influence consumer brand selection. This paper aims to solidify the conceptual underpinnings of the role of online hyperconnected stimuli, which may influence consumer psychological reactions in terms of brand selection and experience.

Design/methodology/approach

This paper is conceptual and presents a discussion based on extant literature from various international publishers.

Findings

The authors revealed different technological stimuli in the online hyperconnected environment that may influence consumer online hyperconnected brand selection (OHBS), perceived online hyperconnected brand experience (OHBE), perceived well-being and behavioral intention.

Originality/value

The conceptual understanding of OHBS and perceived OHBE was mixed and inconsistent in previous studies. This paper brings together extant literature to establish the conceptual understanding of antecedents and outcomes of OHBS, i.e. perceived OHBE, perceived well-being and behavioral intention, and presents a cohesive conceptual framework.

目的为了影响消费者购买前的决策过程,如品牌选择和感知品牌体验,品牌对采用超连接技术刺激很感兴趣,如人工智能、增强现实(AR)、虚拟现实、社交媒体和科技设备。然而,尽管这些接触点跨越不同的技术界面/设备,并可能影响消费者的品牌选择,但以往的文献对不同超连接接触点的理解仍然肤浅,结果也不尽相同。本文旨在巩固在线超连接刺激作用的概念基础,这些刺激可能会影响消费者在品牌选择和体验方面的心理反应。研究结果作者揭示了在线超级互联环境中的不同技术刺激可能会影响消费者的在线超级互联品牌选择(OHBS)、感知到的在线超级互联品牌体验(OHBE)、感知到的幸福感和行为意向。本文汇集了现有文献,建立了对 OHBS 的前因和结果(即感知的 OHBE、感知的幸福感和行为意向)的概念性理解,并提出了一个具有凝聚力的概念框架。
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引用次数: 0
Social identification theory and the elaboration likelihood model: impact of strength of ethnic identification among African American consumers on services advertising evaluations 社会认同理论和阐述可能性模型:非裔美国消费者的种族认同强度对服务广告评价的影响
IF 2.8 Q2 BUSINESS Pub Date : 2024-03-05 DOI: 10.1108/jcm-08-2022-5547
Rozbeh Madadi, Ivonne M. Torres, Reza Fazli-Salehi, Miguel Ángel Zúñiga

Purpose

This paper aims to explore the effectiveness of ethnically targeted ads in developing consumer–brand relationships through an application of social identification theory and elaboration likelihood model among African American consumers in the service sector.

Design/methodology/approach

Study 1 used a 2 (service type: hedonic vs utilitarian) × 2 (strength of ethnic identification: high vs low) between-subjects experimental design. Study 2 used the same experimental design, procedure and ads as Study 1.

Findings

Taken together, the findings from these two studies demonstrate how ethnically targeted advertising, in conjunction with service type, can influence consumer–brand relationships. The results showed that those with high strength of ethnic identification had more brand love, as well as higher intentions to spread positive word-of-mouth, purchase intention and brand loyalty for hedonic services, but that this effect was not significant for utilitarian services.

Research limitations/implications

The environments in which advertisements appear (e.g. in an in-store display or a magazine advertisement) is important, and consumers’ reactions to targeted ads in various environments should be considered in future research. Future studies should also examine the role of individuals’ personality traits and level of acculturation in determining their relationships with brands.

Originality/value

Across two studies, the authors demonstrated that ethnic ads are more effective for African American individuals with high level of ethnic identification especially for hedonic services.

设计/方法/途径研究 1 采用了 2(服务类型:享乐型 vs 功利型)×2(种族认同强度:高 vs 低)的主体间实验设计。研究 2 采用了与研究 1 相同的实验设计、程序和广告。研究结果综合来看,这两项研究的结果表明,有针对性的民族广告与服务类型相结合,可以影响消费者与品牌之间的关系。研究局限/意义广告出现的环境(如店内展示或杂志广告)很重要,在未来的研究中应考虑消费者在不同环境中对定向广告的反应。原创性/价值通过两项研究,作者证明了种族广告对具有高度种族认同的非裔美国人更有效,尤其是对享乐型服务。
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引用次数: 0
Word on the street: apparel-related critical incidents leading to eWOM and channel behaviour among millennial and Gen Z consumers 街谈巷议:导致千禧一代和 Z 世代消费者网络口碑和渠道行为的服装相关突发事件
IF 2.8 Q2 BUSINESS Pub Date : 2024-03-01 DOI: 10.1108/jcm-02-2022-5213
Amy Dorie, David Loranger

Purpose

The purpose of this study is to investigate characteristics of apparel-related critical incidents that motivate both Generation Z and Y consumers to share electronic word-of-mouth (eWOM) via specific online channels.

Design/methodology/approach

The current research used an exploratory mixed-methods approach.

Findings

Qualitative findings of critical incidents revealed that the main situations that led to the spread of eWOM involved new purchases (49%), product quality (21%), pricing and promotions (19%), complaints (9%) and brand content (48%). Participants were motivated to spread information about the critical incidents by a desire to connect with friends and family (83%), help others (37%), influence others (48%) and express brand loyalty (32%). Quantitative results indicated significant relationships between critical incidents, motivations and eWOM channel choice.

Research limitations/implications

This study has theoretical implications for apparel researchers attempting to gain insight into critical incidents that motivate consumers to engage in eWOM on specific channels in a positive or negative manner.

Practical implications

These findings are important for marketers as it appears that brand content does an efficient job at driving engagement on SM; marketers need to increase efforts to engage with consumers via feedback on websites, as this is an opportunity to counteract negative experiences and retain consumers’ loyalty.

Originality/value

To the best of the authors’ knowledge, the current research is the first to extend theories of communication and motivation to connect critical incidents with situational intrinsic and extrinsic motivations for spreading eWOM via online channels for Millennial and Generation Z consumers.

本研究旨在调查与服装相关的关键事件的特征,这些特征促使 Z 世代和 Y 世代消费者通过特定的网络渠道分享电子口碑(eWOM)。参与者传播突发事件信息的动机是希望与亲朋好友联系(83%)、帮助他人(37%)、影响他人(48%)和表达品牌忠诚度(32%)。定量结果表明,关键事件、动机和网络口碑渠道选择之间存在重要关系。研究局限/意义本研究对服装研究人员具有理论意义,他们试图深入了解促使消费者以积极或消极的方式在特定渠道参与网络口碑的关键事件。原创性/价值据作者所知,目前的研究首次扩展了传播和动机理论,将千禧一代和 Z 世代消费者通过网络渠道传播网络口碑的关键事件与情景内在和外在动机联系起来。
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引用次数: 0
Keeping promises in cause-related marketing campaigns: development and validation of promised impact evidence scale 在与事业相关的营销活动中信守承诺:制定和验证承诺影响证据量表
IF 2.8 Q2 BUSINESS Pub Date : 2024-02-29 DOI: 10.1108/jcm-11-2022-5705
Parthesh R. Shanbhag, Yogesh Pai P., Murugan Pattusamy, Gururaj Kidiyoor, Nandan Prabhu

Purpose

This study aims to investigate the potential positive effects of cause-related marketing (CRM) campaigns that show evidence of commitment to espoused causes. It examines whether consumers respond positively when a CRM campaign promises to deliver proof of the espoused cause.

Design/methodology/approach

This study adopted the grounded theory approach to conceptualize the promised impact evidence construct. A promised impact evidence scale was developed and validated using robust qualitative and quantitative methods, including item response theory estimates.

Findings

The study provides evidence for promised impact evidence as a reflective second-order latent construct. The promised impact evidence scale demonstrates strong internal consistency, reliability and validity. In addition, this study posits that promised impact evidence is an antecedent of advertising trust, purchase intention, advertising credibility and persuasive and selling intent.

Originality/value

This study positioned the promised impact evidence scale against the theoretical underpinnings of the persuasion knowledge model. Specifically, this scale contributes to existing knowledge because it applies the persuasion knowledge model in CRM campaigns by adopting an acceptance focus, as opposed to the rejection focus used in developing persuasion knowledge model scales.

研究目的:本研究旨在探讨与事业相关的营销(CRM)活动的潜在积极影响,这些活动展示了对所支持事业的承诺证据。本研究采用了基础理论方法来构建承诺影响证据的概念。研究结果本研究提供了证据,证明承诺的影响证据是一个具有反思性的二阶潜在结构。承诺的影响证据量表具有很强的内部一致性、可靠性和有效性。此外,本研究还假设,承诺的影响证据是广告信任、购买意向、广告可信度以及说服和销售意向的前因。具体来说,该量表将说服知识模型应用于客户关系管理活动中,采用了以接受为中心的方法,而不是在开发说服知识模型量表时采用的以拒绝为中心的方法,因此对现有知识有所贡献。
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引用次数: 0
The impact of financial and behavioural sunk costs on consumers’ choices 经济和行为沉没成本对消费者选择的影响
IF 2.8 Q2 BUSINESS Pub Date : 2024-02-29 DOI: 10.1108/jcm-06-2023-6099
Kármen Kovács

Purpose

The purpose of this paper is to develop a systematic literature review on the sunk cost effect from consumers’ perspectives. By applying a comprehensive approach, this paper aims to synthesise and discuss the impact of financial and behavioural sunk costs on consumers’ decisions, judgements and behaviour before and after purchasing. This study also identifies potential research avenues to inspire further studies.

Design/methodology/approach

Following a search in the Scopus and Web of Science databases, a systematic literature review was conducted by identifying and analysing 56 peer-reviewed articles published between 1985 and 2022 (November). Descriptive and content analysis was implemented based on the selected papers to examine and synthesise the effect of sunk costs on consumers’ choices, evaluations and actions in a comprehensive approach; uncover research gaps; and recommend paths for future research.

Findings

The research results found in the literature are discussed according to five related themes: factors affecting the sunk cost effect; the impact of past investments on purchasing decisions; consumers’ post-purchasing evaluation, behaviour and choices; the mental amortisation of price; and the sunk cost effect on loyalty and switching.

Originality/value

The originality of this study lies in the comprehensive approach to the sunk cost effect from consumers’ perspectives. This review paper synthesises and discusses the research results found in the literature related to financial and behavioural sunk costs that can influence consumers’ decisions, judgements and behaviour before and after paying for a good or service.

本文旨在从消费者的角度对沉没成本效应进行系统的文献综述。通过采用综合方法,本文旨在总结和讨论财务和行为沉没成本对消费者购买前后的决策、判断和行为的影响。设计/方法/途径在 Scopus 和 Web of Science 数据库中进行搜索后,通过识别和分析 1985 年至 2022 年(11 月)期间发表的 56 篇同行评审文章,进行了系统的文献综述。根据所选论文进行了描述性分析和内容分析,以全面考察和综合沉没成本对消费者的选择、评价和行动的影响,发现研究空白,并为未来研究提出建议。研究结果根据五个相关主题讨论了文献中的研究成果:影响沉没成本效应的因素;过去的投资对购买决策的影响;消费者购买后的评价、行为和选择;价格的心理摊销;以及沉没成本效应对忠诚度和转换的影响。本综述论文综合并讨论了与财务和行为沉没成本相关的文献研究成果,这些沉没成本会影响消费者在支付商品或服务费用前后的决策、判断和行为。
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引用次数: 0
Self-determination theory and customer revenge behavior: explaining how customers regulate their anger and revenge behavior 自我决定理论与顾客报复行为:解释顾客如何调节其愤怒和报复行为
IF 2.8 Q2 BUSINESS Pub Date : 2024-02-21 DOI: 10.1108/jcm-07-2018-2747
Nasser Shahrasbi, Mina Rohani, Mostafa Purmehdi, Ali Rajabzadeh Ghatari

Purpose

This study aims to explore and empirically examine an integrative model of the customer revenge process by linking two well-established theories of self-determination theory (SDT) and appraisal theory.

Design/methodology/approach

A survey of 901 respondents, followed by a post-hoc survey of 712 individuals, was conducted to examine the autonomous versus controlled orientations for revenge motivation.

Findings

The results show that customers’ orientation of motivation (OM) can regulate their revenge behavior (direct versus indirect) in case of service failures. Specifically, the interaction of OM components (i.e. autonomy, relatedness and competence) can play a significant role in the relationship between revenge predictors and revenge behavior. Implications for research and practice are discussed.

Originality/value

This paper offers a novel conceptual framework to explain the moderating effects of OM on the relationship between revenge predictors and revenge behavior. This study extends the application of SDT to the context of customer anger and revenge.

本研究旨在通过将自我决定理论(SDT)和评价理论这两种成熟的理论联系起来,探索顾客复仇过程的综合模型,并对其进行实证研究。研究结果表明,顾客的动机取向(OM)可以调节他们在服务失败时的复仇行为(直接或间接)。具体而言,OM 各组成部分(即自主性、相关性和能力)之间的相互作用会在报复预测因素与报复行为之间的关系中发挥重要作用。本文提供了一个新颖的概念框架来解释 OM 对报复预测因素和报复行为之间关系的调节作用。本研究将 SDT 的应用扩展到了顾客愤怒和报复的情境中。
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引用次数: 0
Testing the effects of moral intensity news frames on consumer boycott intention 检验道德强度新闻框架对消费者抵制意向的影响
IF 2.8 Q2 BUSINESS Pub Date : 2024-02-16 DOI: 10.1108/jcm-06-2022-5413
Olivia Stacie-Ann Cleopatra Bravo, Sindy Chapa

Purpose

This exploratory research examined how emphasizing a brand’s unethical behaviour through high moral intensity news framing influences consumer boycott intention.

Design/methodology/approach

The hypotheses were tested and validated using two experimental studies that expose customers of real retail and personal care product brands to news articles that have high and low moral intensity news frames.

Findings

The results showed high moral intensity news framing’s positive effect on consumer boycott intention. The frame’s influence is moderated by moral awareness and partially mediated by perceived moral intensity and moral judgement. The findings suggest that consumers’ perception of the frame and their attitude towards the brand will have a substantial role in boycott intention.

Practical implications

These research outcomes aid in the understanding of news framing effects on boycott intention, providing both insights for consumer activists and managerial implications for stewards of brands.

Originality/value

While previous research have examined the impact of news frames on the typical audience, there has been relatively little focus on news framing’s impact on consumers and their decision to boycott brands. This study addresses this gap by applying the work on emphasis framing to a consumer decision-making context. It also introduces moral intensity framing to the news frame classification. In addition, this study expands current conceptualizations of individual ethical decision-making to help explain consumer boycott intent.

目的这项探索性研究探讨了通过高道德强度新闻框架强调品牌的不道德行为如何影响消费者的抵制意向。结果结果表明,高道德强度新闻框架对消费者的抵制意向有积极影响。道德强度新闻框架的影响受到道德认知的调节,并部分受到感知道德强度和道德判断的调节。这些研究成果有助于理解新闻框架对抵制意向的影响,既为消费者活动家提供了见解,也为品牌管理者提供了管理启示。原创性/价值虽然以往的研究已经考察了新闻框架对典型受众的影响,但相对而言,很少有人关注新闻框架对消费者及其抵制品牌决定的影响。本研究将强调框架的研究成果应用于消费者决策,从而弥补了这一空白。本研究还在新闻框架分类中引入了道德强度框架。此外,本研究还扩展了当前个人道德决策的概念,以帮助解释消费者的抵制意图。
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引用次数: 0
期刊
Journal of Consumer Marketing
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