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Untouchable them: the effect of chatbot gender on angry customers 不可触碰的他们:聊天机器人的性别对愤怒客户的影响
IF 8.2 2区 管理学 Q1 BUSINESS Pub Date : 2024-02-02 DOI: 10.1108/jrim-02-2023-0061
Shichang Liang, Rulan Li, Bin Lan, Yuxuan Chu, Min Zhang, Li Li

Purpose

This study explores how chatbot gender and symbolic service recovery may improve the satisfaction of angry customers in the context of service failures. It provides a strategy for companies to deploy chatbots effectively in customer anger.

Design/methodology/approach

This research relies upon a systematic literature review to propose three hypotheses, and we recruit 826 participants to examine the effect of chatbot gender on angry customers through one lab study and one field study.

Findings

This research shows that female chatbots are more likely to increase the satisfaction of angry customers than male chatbots in service failure scenarios. In addition, symbolic recovery (apology vs. appreciation) moderates the effect of chatbot gender on angry customers. Specifically, male (vs. female) chatbots are more effective in increasing the satisfaction of angry customers when using the apology method, whereas female (vs. male) chatbots are more effective when using the appreciation method.

Originality/value

The rapid advancements in artificial intelligence technology have significantly enhanced the effectiveness of chatbots as virtual agents in the field of interactive marketing. Previous research has concluded that chatbots can reduce negative customer feedback following a service failure. However, these studies have primarily focused on the level of chatbot anthropomorphism and the design of conversational texts, rather than the gender of chatbots. Therefore, this study aims to bridge that gap by examining the effect of chatbot gender on customer feedback, specifically focusing on angry customers following service failures.

目的本研究探讨了聊天机器人的性别和象征性服务恢复如何在服务失败的情况下提高愤怒客户的满意度。研究结果本研究表明,在服务失败场景中,女性聊天机器人比男性聊天机器人更有可能提高愤怒客户的满意度。此外,象征性恢复(道歉与赞赏)调节了聊天机器人性别对愤怒客户的影响。具体来说,当使用道歉方法时,男性(与女性)聊天机器人更能有效地提高愤怒客户的满意度,而当使用赞赏方法时,女性(与男性)聊天机器人更能有效地提高愤怒客户的满意度。以往的研究认为,聊天机器人可以减少服务失败后客户的负面反馈。然而,这些研究主要关注的是聊天机器人拟人化的程度和对话文本的设计,而不是聊天机器人的性别。因此,本研究旨在通过研究聊天机器人性别对客户反馈的影响来弥补这一差距,特别是关注服务失败后愤怒的客户。
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引用次数: 0
Virtual influencers and corporate reputation: from marketing game to empirical analysis 虚拟影响者与企业声誉:从营销游戏到实证分析
IF 8.2 2区 管理学 Q1 BUSINESS Pub Date : 2024-02-01 DOI: 10.1108/jrim-10-2023-0330
Baogui Xin, Yaru Hao, Lei Xie

Purpose

This study delves into how corporations make decisions about influencer marketing. Specifically, it examines the differences between human influencers, who carry the risk of scandals, and virtual influencers, a new and unpredictable realm, regarding their integration with social media platforms.

Design/methodology/approach

Using game theory and empirical data, the study explores crucial factors in influencer marketing, including influencer quality, reputation repair costs and the probability of R&D failures.

Findings

This study suggests that companies favor human influencers when the risk of scandal is low. However, competing companies switch to virtual influencers at different intervals as this risk increases. The costs, likelihood of scandals and competition intensity all play a role in a company's decision-making regarding technology management. Additionally, a higher chance of R&D failure can motivate a company to invest more in R&D to gain a competitive advantage over rivals that may suffer failures.

Research implications/implications

This study provides insights into how corporations manage social media influencer marketing in the digital age. It contributes to marketing theory and technology management decisions by offering a fresh perspective on the relationship between corporate reputation and influencer marketing strategy.

Originality/value

This study offers valuable perspectives into a relatively uncharted area of marketing strategy. It employs game theory and empirical analysis to introduce a fresh method of comprehending the dynamics of influencer marketing, its impact on corporate reputation management and its interaction with social media.

目的 本研究探讨企业如何就影响者营销做出决策。设计/方法/途径本研究利用博弈论和经验数据,探讨了影响者营销中的关键因素,包括影响者的质量、声誉修复成本和研发失败的概率。研究结果本研究表明,当丑闻风险较低时,企业更青睐人类影响者。然而,随着丑闻风险的增加,竞争公司会在不同时期转而使用虚拟影响者。成本、丑闻的可能性和竞争的激烈程度都会对公司的技术管理决策产生影响。此外,研发失败的几率越高,就越能促使公司加大研发投入,从而在与可能遭遇失败的对手竞争时获得优势。研究意义/影响本研究为企业如何在数字时代管理社交媒体影响者营销提供了见解。通过对企业声誉与影响者营销战略之间关系的全新视角,本研究为营销理论和技术管理决策做出了贡献。原创性/价值本研究为一个相对未知的营销战略领域提供了有价值的视角。它采用博弈论和实证分析,引入了一种全新的方法来理解影响者营销的动态、其对企业声誉管理的影响及其与社交媒体的互动。
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引用次数: 0
Just enough unless my community needs more! The necessity shopper scale and the mediating effect of connectedness on buying more 够用就好,除非我的社区需要更多!必需品购物者量表和联系对购买更多商品的中介效应
IF 8.2 2区 管理学 Q1 BUSINESS Pub Date : 2024-01-24 DOI: 10.1108/jrim-04-2023-0129
Stephen Bok, James Shum, Maria Lee

Purpose

Consumer choice theory (CCT) and the law of diminishing marginal utility help to explain shoppers that value less and prioritize needs. Additional units provide a marginal return on investment. Buying more does not mean equivalent gains for additional money spent. The researchers developed and validated the necessity shopper scale (NSS) to study need-focused shoppers.

Design/methodology/approach

The researchers followed standard psychometric practices to create and validate the NSS. The researchers performed item development, data collection, exploratory analysis, confirmatory factor analysis, and predictive validity analysis using survey data (N = 1,266).

Findings

Discriminant and convergent validity analyses demonstrated that the measure was distinct from existing measures. Predictive validity analysis found necessity shoppers (NS) are more likely to buy one over buy one get one half off (BOGOHO). NS were associated with a higher connection to community/group (CTCG). Higher hyperopia (i.e. disinclination to indulgence) with necessity shopping beliefs heightened this CTCG. A higher CTCG was associated with a greater likelihood to select BOGOHO.

Originality/value

NS (more connected to others) buy more to share with others, while buying just enough for themselves. Social connections are long-term investments involving more people and more needs to fulfill. Brands marketed with communal values and able to enhance social connections are discussed as implications to encourage NS to buy more.

目的 消费者选择理论(CCT)和边际效用递减规律有助于解释购物者对较低价值和优先需求的看法。更多的单位提供了边际投资回报。购买更多商品并不意味着多花钱就能获得同等收益。研究人员开发并验证了必需品购物者量表(NSS),以研究注重需求的购物者。研究人员利用调查数据(N = 1,266 人)进行了项目开发、数据收集、探索性分析、确认性因素分析和预测效度分析。预测有效性分析发现,生活必需品购物者(NS)更倾向于买一送一,而不是买一送一半价(BOGOHO)。NS与更高的社区/群体联系(CTCG)相关。高远视度(即不喜欢放纵)和必需品购物信念会增强这种 CTCG。独创性/价值观NS(与他人联系更紧密)购买更多东西与他人分享,同时为自己购买足够的东西。社会联系是一项长期投资,涉及更多的人,需要满足更多的需求。具有公共价值并能增强社会联系的品牌在市场上的销售,被认为是鼓励 NS 购买更多商品的意义所在。
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引用次数: 0
Decoding individual motivations and responses to misinformation: insights from thematic analysis 解码个人对错误信息的动机和反应:专题分析的启示
IF 8.2 2区 管理学 Q1 BUSINESS Pub Date : 2024-01-22 DOI: 10.1108/jrim-09-2023-0312
Anubhav Mishra, Nishtha Malik, Anuja Shukla

Purpose

This research aims to explores consumers' motives and attitudes toward misinformation (fake reviews), its characteristics and its impact on individuals, brands and firms.

Design/methodology/approach

A thematic analysis was undertaken to meet the research objectives by analyzing qualitative data from in-depth interviews with a diverse sample (N = 48).

Findings

The findings indicate that altruism, impression management, matching ideologies, message appeal and perceived source power are the critical motivations for individuals to share misinformation. Misinformation leads to conflicts and avoidance among individuals and harms brand's reputation.

Originality/value

This study utilizes thematic analysis to extend and contribute to the literature on misinformation. The current research provides an overarching framework to decode the misinformation phenomenon for researchers and practitioners.

Practical implications

This study offers valuable insights to marketers to develop strategies to tackle the menace of false information to safeguard brand reputation.

研究结果研究结果表明,利他主义、印象管理、匹配意识形态、信息吸引力和感知来源力量是个人分享错误信息的关键动机。错误信息会导致个人之间的冲突和回避,并损害品牌声誉。本研究为研究人员和从业人员提供了一个解读错误信息现象的总体框架。实践意义本研究为营销人员提供了有价值的见解,帮助他们制定应对虚假信息威胁的策略,以维护品牌声誉。
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引用次数: 0
From pixels to engagement: examining the impact of image resolution in cause-related marketing on Instagram 从像素到参与:研究图片分辨率对 Instagram 上公益营销的影响
IF 8.2 2区 管理学 Q1 BUSINESS Pub Date : 2024-01-09 DOI: 10.1108/jrim-08-2023-0262
Sann Ryu

Purpose

This study aims to examine the visual effects of cause-related marketing (CM) posts on Instagram, with a focus on image resolution and consumer engagement.

Design/methodology/approach

Three studies were conducted through an experimental design. Study 1 (N = 155) uncovered the mediation underlying the effects of image quality (low and high image resolution). Study 2 (N = 160) replicated the findings of the first study and extended the investigation by examining the mediator (fluency) and moderator (visual sensitivity). Study 3 (N = 291) further extended the effects of image resolution by demonstrating its interactive effects with the visual complexity of an Instagram post design in a 2 × 2 factorial experiment.

Findings

The serial mediation analysis demonstrated that high image resolution CM posts yielded more favorable evaluations in terms of brand credibility and information costs saved, subsequently leading to positive brand attitudes, purchase intentions and increased Instagram engagement. Processing fluency mediated image effects on brand credibility, while individual differences in visual sensitivity moderated the image effects. The image resolution effects were greater for visually complex CM posts compared to simple ones.

Originality/value

To one's best knowledge, little to no research has examined the image quality of Instagram posts in the context of CM and the extent to which such visual cues can affect consumers' brand evaluations and engagement on the platform.

Research implications

Despite its practical significance, there exists a notable gap in understanding the specific role of CM posts on Instagram and the impact of visual elements on consumer behaviors. The current research findings aim to bridge the research gap.

设计/方法/途径通过实验设计进行了三项研究。研究 1(N = 155)揭示了图像质量(低图像分辨率和高图像分辨率)影响背后的中介作用。研究 2(N = 160)复制了第一项研究的结果,并通过研究中介(流畅度)和调节因素(视觉敏感度)扩大了调查范围。研究 3(N = 291)通过在 2 × 2 因式实验中展示图像分辨率与 Instagram 帖子设计的视觉复杂性之间的互动效应,进一步扩展了图像分辨率的影响。研究结果序列中介分析表明,高图像分辨率的 CM 帖子在品牌可信度和节省的信息成本方面获得了更多的好评,从而导致了积极的品牌态度、购买意向和 Instagram 参与度的提高。处理流畅度对品牌可信度的图像效应起到了中介作用,而视觉敏感度的个体差异对图像效应起到了调节作用。据我们所知,几乎没有研究考察过Instagram帖子在广告营销背景下的图像质量,以及此类视觉线索能在多大程度上影响消费者在该平台上的品牌评价和参与度。研究意义尽管广告营销帖子具有重要的现实意义,但在了解Instagram上广告营销帖子的具体作用以及视觉元素对消费者行为的影响方面,还存在明显的差距。目前的研究成果旨在弥补这一研究空白。
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引用次数: 0
The role of gender-identity congruity in cross-gender endorsement in the context of live streaming 直播背景下性别认同一致性在跨性别认可中的作用
IF 8.2 2区 管理学 Q1 BUSINESS Pub Date : 2024-01-03 DOI: 10.1108/jrim-05-2023-0167
Xiang Chen, Shuojia Guo, Shuhua Han

Purpose

This paper critically examines the effectiveness of male anchor in cross-gender endorsements and questions whether it can truly deliver positive outcomes for advertisers in the context of live streaming. It explores the underlying mechanisms of this effect by examining the mediation effect of perceived gender-identity incongruence and the moderation effect of anchor presence.

Design/methodology/approach

Three experiments are conducted to examine the effect of cross-gender endorsement on purchase intention.

Findings

The findings from three experiments provide empirical evidence that the endorsement of female-gendered products by male anchors leads to a significant decrease in the evaluation of these products among female consumers. This negative effect is mediated by a sense of gender-identity incongruence experienced by female consumers. Furthermore, the study demonstrates that female customers exhibit higher purchase intent for female-gendered products endorsed by male virtual anchors compared to real anchors; however, the same pattern was not observed in the case of female anchors.

Originality/value

This paper empirically examines the possible negative effects of the male anchor endorsement in the live streaming context. It reveals the underlying mechanism of this negative effect, and how the virtual “presence” take a role in this underlying mechanism.

目的 本文批判性地研究了男主播在跨性别代言中的有效性,并质疑在直播中男主播是否能真正为广告商带来积极的效果。本文通过研究感知到的性别认同不一致性的中介效应和主播存在的调节效应,探讨了这一效应的内在机制。研究结果三个实验的结果提供了实证证据,即男主播代言女性性别产品会导致女性消费者对这些产品的评价显著下降。女性消费者体验到的性别认同不协调感对这种负面影响起到了中介作用。此外,研究表明,与真实主播相比,女性消费者对男性虚拟主播代言的女性性别产品表现出更高的购买意向;然而,在女性主播的情况下,却没有观察到相同的模式。 原创性/价值 本文通过实证研究探讨了男性主播代言在直播环境中可能产生的负面影响。它揭示了这一负面效应的内在机制,以及虚拟 "存在 "如何在这一内在机制中发挥作用。
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引用次数: 0
From screen to cart: how influencers drive impulsive buying in livestreaming commerce? 从屏幕到购物车:影响者如何推动直播商务中的冲动性购买?
IF 8.2 2区 管理学 Q1 BUSINESS Pub Date : 2023-12-19 DOI: 10.1108/jrim-05-2023-0142
Xinyu Ma, Eugene Cheng-Xi Aw, Raffaele Filieri

Purpose

The recent livestreaming commerce has magnified the role of influencer marketing, where the influencers are partnering with brands for product promotion. This study examines the impact of influencer attributes, interaction strategies and parasocial relationships on impulsive buying in livestreaming commerce.

Design/methodology/approach

A survey with 368 livestreaming commerce users was analyzed using the symmetric-thinking approach – partial least squares structural equation modeling (PLS-SEM) and asymmetric thinking approach – fuzzy set qualitative comparative analysis (fsQCA).

Findings

The results of PLS-SEM indicate that influencer trustworthiness, influencer interactivity and self-disclosure determine parasocial relationships, which in turn influence impulsive buying. The fsQCA finding returned three configurations with various combinations of the causal conditions (i.e. influencer attributes, interaction strategies, parasocial relationships, perceived fit uncertainty and perceived quality uncertainty) explaining the formation of impulsive buying.

Originality/value

These findings provide unique linear and nonlinear insights to explain the combinatory effects of influencer attributes, interaction strategies, parasocial relationships, perceived fit uncertainty and perceived quality uncertainty on impulsive buying in livestreaming commerce.

目的最近的直播商务放大了影响者营销的作用,影响者与品牌合作进行产品推广。本研究探讨了影响者属性、互动策略和寄生社会关系对直播商务中冲动性购买的影响。设计/方法/途径采用对称思维方法--偏最小二乘结构方程建模(PLS-SEM)和非对称思维方法--模糊集定性比较分析(fsQCA)对 368 名直播商务用户进行了调查分析。研究结果偏最小二乘法结构方程模型(PLS-SEM)的结果表明,影响者的可信度、影响者的互动性和自我披露决定了寄生社会关系,进而影响冲动性购买。fsQCA 分析结果表明,影响者属性、互动策略、寄生社会关系、感知契合度不确定性和感知质量不确定性等因果条件的不同组合形成了解释冲动性购买的三种配置。原创性/价值这些发现提供了独特的线性和非线性见解,解释了影响者属性、互动策略、寄生社会关系、感知契合度不确定性和感知质量不确定性对直播商务中冲动性购买的组合效应。
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引用次数: 0
How the characteristics of social media influencers and live content influence consumers' impulsive buying in live streaming commerce? The role of congruence and attachment 社交媒体影响者和直播内容的特征如何影响消费者在直播商业中的冲动性购买?一致性和依恋的作用
IF 8.2 2区 管理学 Q1 BUSINESS Pub Date : 2023-12-18 DOI: 10.1108/jrim-08-2023-0277
Zhucheng Shao

Purpose

Aiming to address the problem in which practitioners mindlessly prioritise the reputation of social media influencers (SMIs) over ensuring proper congruence between the influencers themselves and content marketing strategies, this study develops a conceptual framework that adopts an elaboration likelihood model and attachment theory to ascertain the effects of SMIs, live content marketing and their congruency on impulsive buying (IB).

Design/methodology/approach

Through collecting cross-sectional data from 608 valid replies, this study adopts an integrated method that combines partial least squares structural equation modeling (PLS-SEM), artificial neural network (ANN) and fuzzy-set qualitative comparative analysis (fsQCA) to analyse.

Findings

The results reveal that the credibility and relevance of live content, the empathy and professionalism of SMIs, and their congruence are critical antecedents of consumers' attachments to live content and SMIs, thus triggering their attachment to endorsement and IB.

Originality/value

In knowledge, this study benefits the scope of the elaboration likelihood model and attachment theory and enriches live streaming commerce literature. In method, an integrated analytical method is used to cope with complex structural relationships in non-linear patterns and predictions, as well as examine the complex causal configurations. In practice, this study facilitates practitioners to further ascertain what attributes in live content and SMIs can foster customer's emotional attachments in choosing endorsers and developing endorsement strategies, thus driving their IB.

目的为了解决从业者无意识地优先考虑社交媒体影响者(SMIs)的声誉,而不是确保影响者本身与内容营销策略之间的适当一致性这一问题,本研究建立了一个概念框架,采用阐述可能性模型和依恋理论来确定社交媒体影响者、现场内容营销及其一致性对冲动性购买(IB)的影响。设计/方法/途径本研究通过收集 608 份有效回复的横截面数据,采用偏最小二乘结构方程模型(PLS-SEM)、人工神经网络(ANN)和模糊集定性比较分析(fsQCA)相结合的综合方法进行分析。研究结果研究结果表明,直播内容的可信度和相关性、SMI 的同理心和专业性以及它们之间的一致性是消费者依恋直播内容和 SMI 的关键前因,从而引发了他们对背书和 IB 的依恋。在方法上,本研究采用综合分析方法来处理非线性模式和预测中的复杂结构关系,并研究复杂的因果关系。在实践中,本研究有助于从业者进一步确定直播内容和 SMI 中的哪些属性可以促进客户在选择代言人和制定代言策略时的情感依恋,从而推动其 IB 的发展。
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引用次数: 0
Does the verified badge of social media matter? The perspective of trust transfer theory 社交媒体的验证徽章重要吗?信任转移理论的视角
IF 8.2 2区 管理学 Q1 BUSINESS Pub Date : 2023-12-12 DOI: 10.1108/jrim-10-2023-0339
Chien Hsiang Liao, Jung-Kuei Hsieh, Sushant Kumar

Purpose

On Instagram, a verified badge (a blue checkmark) is used to confirm the authenticity of influencers' accounts for consumers. Yet, it is unclear whether followers trust the badge or are influenced by the influencer's large following. This research aims to investigate the impact of verified badges on followers' trust and behavioral intentions.

Design/methodology/approach

This research conducts three experiments to investigate the impact of the verified badge on consumer attitudes and behavioral intentions, recruiting participants from freelance recruiting website in all three experiments.

Findings

The results show that a verified badge can sequentially influence consumer trust, attitude and sharing intentions. Furthermore, the impact of the verified badge on trust is more pronounced among micro-influencers as opposed to macro-influencers, and it can mitigate the negative attitude toward commercial postings.

Originality/value

Based on trust transfer theory, this research is a pioneer in investigating the effectiveness of verified badges on social media. These findings contribute to the field of influencer marketing by considering influencers' characteristics and the commercial intent of postings as moderators. Additionally, the results offer managerial insights for developing influencer marketing strategies.

目的在Instagram上,一个经过验证的徽章(一个蓝色的复选标记)被用来为消费者确认网红账户的真实性。然而,目前还不清楚粉丝们是相信这个徽章,还是受到了网红大量粉丝的影响。本研究旨在探讨验证徽章对追随者信任和行为意向的影响。设计/方法/方法本研究通过三个实验来调查验证徽章对消费者态度和行为意图的影响,三个实验均从自由职业招聘网站招募参与者。研究结果表明,经过验证的徽章可以依次影响消费者的信任、态度和分享意愿。此外,与宏观影响者相比,验证徽章对微观影响者信任的影响更为明显,并且可以缓解对商业帖子的负面态度。原创性/价值本研究基于信任转移理论,是研究社交媒体认证徽章有效性的先驱。这些发现通过考虑网红的特征和作为版主的帖子的商业意图,为网红营销领域做出了贡献。此外,研究结果为制定网红营销策略提供了管理见解。
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引用次数: 0
“I can't look at you while talking!” – fear of missing out and smartphone addiction as predictors of consumer's phubbing behavior "我不能一边看你一边说话!"- 害怕错过和智能手机上瘾是预测消费者玩手机行为的因素
IF 8.2 2区 管理学 Q1 BUSINESS Pub Date : 2023-12-08 DOI: 10.1108/jrim-06-2023-0177
Justin Paul, Parul Manchanda, Nupur Arora, Aanchal Aggarwal

Purpose

Smartphones have become a vital element of daily life and because of this ongoing reliance, consumer' attention is drawn to online platforms, which may harm societal communications. Therefore, this paper investigates a behavioral addiction known as “fear of missing out” (FoMO), which causes anxiety and leads to more problematic smartphone usage and phubbing behavior (PB). In addition, this paper examines the multidimensional perspective of smartphone addiction (SMA) and the moderating role of Big 5 personality types in the aforesaid relationship.

Design/methodology/approach

An online questionnaire was administered, to collect data from 468 smartphone users from universities across India. Partial least squares structural equation modeling and Hayes' PROCESS macros were employed as statistical tools for analysis.

Findings

Results highlight that there is a significant association between FoMO and PB with SMA as a significant mediator with partial mediation effect.

Originality/value

Conscientiousness, neuroticism and extroversion were found to be significant moderators in the model. Further, the findings raise awareness regarding smartphone etiquette and additional technology literacy required in this field.

目的智能手机已成为日常生活中的重要元素,由于这种持续的依赖,消费者的注意力被吸引到网络平台上,这可能会损害社会沟通。因此,本文研究了一种被称为 "害怕错过"(FoMO)的行为成瘾,这种行为成瘾会引起焦虑,并导致更多的智能手机使用问题和网络成瘾行为(PB)。此外,本文还从多维角度研究了智能手机成瘾(SMA)以及大五人格类型在上述关系中的调节作用。采用偏最小二乘法结构方程模型和 Hayes 的 PROCESS 宏作为统计工具进行分析。研究结果研究结果表明,FoMO 与 PB 之间存在显著关联,SMA 是具有部分中介效应的显著中介。此外,研究结果还提高了人们对智能手机礼仪和该领域所需的其他技术素养的认识。
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引用次数: 0
期刊
Journal of Research in Interactive Marketing
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