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Understanding the switching intention to virtual streamers in live streaming commerce: innovation resistances, shopping motivations and personalities 了解直播商业中虚拟流媒体的转换意向:创新阻力、购物动机和个性
IF 8.2 2区 管理学 Q1 BUSINESS Pub Date : 2024-07-15 DOI: 10.1108/jrim-10-2023-0355
Zhucheng Shao

Purpose

The rise of virtual streamers in live streaming commerce has gained momentum, driven by the increasing prevalence of human–computer interactivity and artificial intelligence. However, achieving its broader adoption necessitates a comprehensive understanding of consumers' intention to switch from conventional human streamers to virtual streamer services as alternatives. To bridge this knowledge gap, this study endeavours to introduce and substantiate an asymmetric model incorporating innovation barriers, shopping motivations and personalities, shedding light on consumers' intention to switch.

Design/methodology/approach

An online survey was conducted in the United Kingdom and analysed using a comprehensive approach that integrates Necessary Conditions Analysis (NCA), Artificial Neural Networks (ANNs) and fuzzy-set Qualitative Comparative Analysis (fsQCA).

Findings

The results unveiled six configurations of arrangements, each of them characterised by a unique combination of causation.

Originality/value

In knowledge, this study presents a significant contribution by revealing both the determinants that stimulate or hamper the desire to switch based on consumer-centric perspectives. In practice, this study is critical for helping practitioners overcome difficulties related to adoption and make educated judgements when promoting virtual streamers and developing marketing strategies in live streaming commerce.

目的在人机交互和人工智能日益普及的推动下,虚拟流媒体在流媒体直播商务中的崛起势头迅猛。然而,要使虚拟流媒体得到更广泛的应用,就必须全面了解消费者从传统的人工流媒体转向虚拟流媒体服务的意向。为了弥补这一知识空白,本研究试图引入并证实一个包含创新障碍、购物动机和个性的非对称模型,以揭示消费者的转换意图。设计/方法/方法在英国开展了一项在线调查,并采用综合必要条件分析法(NCA)、人工神经网络(ANN)和模糊集定性比较分析法(fsQCA)进行了分析。原创性/价值在知识方面,本研究基于以消费者为中心的视角,揭示了刺激或阻碍转换欲望的决定因素,做出了重大贡献。在实践中,这项研究对于帮助从业人员克服与采用相关的困难以及在推广虚拟流媒体和制定流媒体直播商业营销战略时做出明智判断至关重要。
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引用次数: 0
Mapping content-driven engagement and attitudinal spillover effect of influencer marketing 绘制影响者营销的内容驱动参与和态度溢出效应图
IF 8.2 2区 管理学 Q1 BUSINESS Pub Date : 2024-07-09 DOI: 10.1108/jrim-10-2023-0349
Imran Anwar Mir, Jari Salo

Purpose

This study analyzes the indirect (i.e. through brand content engagement-BCE) and direct effects of informative, credible, novel, and aesthetically pleasing attributes of influencer-generated branded content on endorsed brand-related attitude and a subsequent attitudinal spillover effect on the followers' firm-generated endorsed brand-related ad click behavior.

Design/methodology/approach

Data for this study were collected from 300 users who follow the top 40 Pakistani social media macro-influencers using an online survey. The conceptual model and hypotheses were tested through process macro and structural equation modeling.

Findings

This study finds informative, credible, novel, and aesthetically pleasing factors vital attributes of influencer-generated branded content, which indirectly (i.e. via BCE) and directly affects followers’ endorsed brand-related attitude. This study also finds that these factors have a positive attitudinal spillover effect on followers’ firm-generated endorsed brand-related ad-click behavior on social media.

Practical implications

This study presents guidelines to firms and their partner influencers about designing and implementing follower-valued content-driven influencer marketing campaigns.

Originality/value

This study contributes to extant influencer marketing literature by integrating multiple attributes of influencer-generated branded content, which carry different values for followers, and using the Self-perception theory, the Multi-attribute attitude model, and the Spillover theory to explain their indirect and direct effects on endorsed brand-related attitude and a subsequent attitudinal spillover effect on firm-generated endorsed brand-related ads.

目的 本研究分析了影响者生成的品牌内容的信息性、可信性、新颖性和美观性属性对认可的品牌相关态度的间接影响(即通过品牌内容参与-BCE)和直接影响,以及随后对公司生成的认可的品牌相关广告点击行为的态度溢出效应。研究结果本研究发现,信息量大、可信度高、新颖、美观等因素是影响者生成的品牌内容的重要属性,这些因素间接(即通过 BCE)和直接影响了关注者认可的品牌相关态度。本研究还发现,这些因素对追随者在社交媒体上由企业生成的认可品牌相关的广告点击行为具有积极的态度溢出效应。 本研究为企业及其合作影响者设计和实施以追随者价值内容为驱动的影响者营销活动提供了指导。原创性/价值本研究通过整合影响者生成的品牌内容的多种属性(这些属性对追随者具有不同的价值),并使用自我认知理论、多属性态度模型和溢出理论来解释它们对认可的品牌相关态度的间接和直接影响,以及随后对企业生成的认可的品牌相关广告的态度溢出效应,为现有的影响者营销文献做出了贡献。
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引用次数: 0
Toward an inclusive metaverse: maneuvering between acceptance of disability and need for uniqueness 迈向包容的元宇宙:在接受残疾和需要独特性之间周旋
IF 8.2 2区 管理学 Q1 BUSINESS Pub Date : 2024-07-09 DOI: 10.1108/jrim-01-2024-0051
Maya F. Farah, Zahy Ramadan

Purpose

While there has been a growing interest in the field of Metaverse-related research, its impact on vulnerable segments of the population, particularly those with special needs, is yet to be fully examined. This research develops the underlying scant theoretical knowledge related to the attachment of people with disabilities to the Metaverse and its effects on their need for uniqueness and acceptance of disability, and hence their sense of inclusivity and overall well-being.

Design/methodology/approach

The study adopted a quantitative approach using an Internet-based survey. The sample size consisted of 530 Metaverse users with a physical disability in the USA. The proposed model integrates virtual place attachment alongside disabled consumers’ need for uniqueness, and acceptance of their physical disability. SPSS and LISREL were utilized for data analysis and SEM.

Findings

The study underscores the complexity of the interplay between virtual place attachment, disability acceptance and the need for uniqueness among physically disabled users in the Metaverse. It investigates how the attachment to virtual spaces by people with disability influence their psychological well-being.

Originality/value

This research adds to the interactive marketing and disabled consumer psychology literature exploring the theoretical and practical implications from an attachment and need for uniqueness theory perspectives.

目的尽管人们对元宇宙相关研究领域的兴趣与日俱增,但元宇宙对弱势群体,尤其是有特殊需求的人群的影响仍有待全面研究。本研究开发了有关残疾人对元宇宙的依恋及其对残疾人对独特性的需求和对残疾的接受度的影响的基础理论知识,从而对他们的包容性和整体幸福感产生影响。样本量包括 530 名美国有身体残疾的 Metaverse 用户。所提出的模型将虚拟场所依恋与残疾消费者对独特性的需求以及对其身体残疾的接受程度结合在一起。该研究强调了虚拟场所依恋、残疾接受度和 Metaverse 中身体残疾用户对独特性的需求之间相互作用的复杂性。原创性/价值这项研究从依恋和独特性需求理论的角度探讨了理论和实践意义,为互动营销和残疾人消费心理学文献增添了新的内容。
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引用次数: 0
Explaining the gift-giving intentions of live-streaming audiences through social presence: the perspective of interactive marketing 通过社会存在解释直播受众的送礼意图:互动营销的视角
IF 8.2 2区 管理学 Q1 BUSINESS Pub Date : 2024-06-03 DOI: 10.1108/jrim-01-2024-0030
Shu-Chiung Lin, Yu-Yang Lee
<h3>Purpose</h3><p>Live streaming has become an extremely popular form of online service and allows live audiences to give virtual gifts or money to their favorite streamers. This study aims to investigate the impact of the audience's multidimensional social presence on their attitudes toward live streamers and intentions to give money or gifts to streamers, based on the interactive marketing perspective. This study considers live audiences' gift-giving intentions by integrating the theory of multidimensional social presence, which includes awareness, cognitive social presence and affective social interaction, and the theory of reasoned action (TRA).</p><!--/ Abstract__block --><h3>Design/methodology/approach</h3><p>This study invited audiences who had watched live streaming from several popular live-streaming platforms to respond to a web questionnaire. The unit of analysis was at the individual level. This study applied the purposive sampling technique for data collection. A sample of 258 eligible responses to the online survey was analyzed using SPSS software and the causal relationships between the measurement variables of this research model were verified through structural equation modeling.</p><!--/ Abstract__block --><h3>Findings</h3><p>The results indicate that the audiences' awareness of participating in live streaming enhanced their cognitive and affective social presence, which positively affected their attitudes toward live streamers. These attitudes had a further significant effect on their gift-giving intentions. Cognitive social presence and affective social presence were found to play significant mediating roles in the relationship between awareness and attitudes toward live streamers.</p><!--/ Abstract__block --><h3>Originality/value</h3><p>This study examines audiences' intention to give gifts to their favorite live streamers, based on the interactive marketing perspective. The interactive relationship between live streamers and online audiences is developed by audience members through the process of inner psychological transformation, which is measured through the multidimensional construct of social presence. This occurs through a mutual influence relationship in which awareness simultaneously influences cognitive social presence and affective social presence, and cognitive social presence impacts affective social presence.</p><!--/ Abstract__block --><h3>Research limitations/implications</h3><p>The study contributes three noteworthy findings to the theory development through the integrated perspective of the TRA and the theory of social presence. (1) Exploring the influence of belief factors on internal psychological responses and intention in live streaming to expand an innovative application of the TRA. (2) Adopting the multidimensional social presence can help researchers more clearly describe various live-streaming situations and extend the research scope of the social presence theory to live-streaming interacti
目的直播已成为一种极为流行的在线服务形式,直播受众可以向他们喜爱的直播者赠送虚拟礼物或金钱。本研究旨在基于互动营销的视角,探讨受众的多维社会存在对他们对直播者的态度以及向直播者赠送金钱或礼物的意向的影响。本研究通过整合多维社会存在理论(包括意识、认知社会存在和情感社会互动)和理性行动理论(TRA),对直播受众的礼物赠送意向进行了研究。设计/方法/途径本研究邀请观看过多个热门直播平台直播的受众回答网络问卷。分析单位为个人层面。本研究采用目的性抽样技术收集数据。研究结果表明,受众参与直播的意识增强了他们的认知和情感社会存在感,这对他们对直播平台的态度产生了积极影响。这些态度对受众的礼物赠送意向有进一步的显著影响。研究发现,认知社会存在和情感社会存在在对直播者的认知和态度之间的关系中起着重要的中介作用。 原创性/价值 本研究基于互动营销的视角,探讨了受众向其喜爱的直播者赠送礼物的意向。直播者与网络受众之间的互动关系是受众通过内在心理转变过程发展起来的,这种心理转变是通过社会存在的多维建构来衡量的。这是通过一种相互影响的关系发生的,在这种关系中,认知同时影响认知社会存在和情感社会存在,而认知社会存在又影响情感社会存在。研究局限/意义本研究通过 TRA 和社会存在理论的综合视角,为理论发展贡献了三个值得注意的发现。(1)探索信念因素对直播中内部心理反应和意向的影响,拓展 TRA 的创新应用。(2)采用多维度的社会临场感可以帮助研究者更清晰地描述各种直播情境,将社会临场感理论的研究范围扩展到直播互动营销策略。(3)从直播营销的角度,本研究拓宽了电子商务和互动营销的研究领域。 实践意义本研究为平台管理者和直播平台提供了四点实践意义。(1) 为了诱导受众对直播者产生好感,直播者应依次发起各种互动活动,与受众建立社交关系。(2) 直播者应致力于为其追随者营造欢乐的氛围,因为这将触发受众的情感社会存在,从而产生积极的态度,增加追随者的意向。(3) 为了吸引和留住年轻粉丝,直播者必须设计有趣的内容并提供新鲜的服务。(4) 平台管理者必须创建有用的小工具,协助直播者管理其频道和粉丝。 社会意义在直播者和受众之间建立友好的实时互动是直播的一项重要任务,并进一步影响直播者和平台的收入。本研究通过互动营销的视角,为直播者和直播电子商务管理者建立友好的实时互动提供了有效方法。该方法可以帮助直播者管理与观众的良好沟通,并从观众那里获得虚拟货币和礼物。
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引用次数: 0
How customer community engagement and employee dynamic learning capability impact service performance through customization? A firm–customer synergistic perspective 客户社区参与和员工动态学习能力如何通过定制影响服务绩效?企业与客户协同作用的视角
IF 8.2 2区 管理学 Q1 BUSINESS Pub Date : 2024-06-03 DOI: 10.1108/jrim-10-2023-0369
Jiaxun He, Jingyi Hu, Fan Zhang

Purpose

The emergence and rapid expansion of social media platforms have transformed the dynamics of consumer–brand communication. While consumer–brand relationship is driven on marketing campaigns in regular manner, social media (e.g. WeChat groups) creates boundaryless connections between external forces (e.g. customer community engagement) and internal resources (e.g. sales force). Therefore, this paper aims to provide a firm–customer synergistic perspective to explain service performance (SP) through service customization, which is significantly contributing to the research of consumer–brand relationship field in the current era.

Design/methodology/approach

A survey including two sets of questionnaires are employed for data collection, with one completed by frontline salesperson of Casarte and the other by their customers. A total of 242 dyadic-level data are adopted to test the hypothesis.

Findings

The findings shed light on the mechanism that drive SP by firm–customer interactions. These insights hold distinct managerial implications for firms seeking to leverage digital tools to efficiently meet customer demands.

Originality/value

This study contributes to understanding consumer–brand relationship within social media environment. It offers a synergistic perspective combined both outside-in and inside-out thinking, and explains how consumer–brand relationship can be fostered from both customers and salespeople. It highlights the significance of customer community engagement and salespeople dynamic learning capability as crucial factors in building strong consumer–brand relationship.

目的社交媒体平台的出现和迅速扩张改变了消费者与品牌之间的沟通动态。消费者与品牌之间的关系由常规的营销活动驱动,而社交媒体(如微信群)则在外部力量(如客户社区参与)和内部资源(如销售人员)之间建立了无边界的联系。因此,本文旨在提供一种企业-顾客协同视角,通过服务定制来解释服务绩效(SP),这对当今时代消费者-品牌关系领域的研究具有重要贡献。设计/方法/途径采用了包括两套问卷的调查来收集数据,其中一套由卡萨帝的一线销售人员填写,另一套由其顾客填写。研究结果研究结果揭示了企业与客户互动驱动 SP 的机制。这些见解对寻求利用数字工具有效满足客户需求的企业具有独特的管理意义。它结合了由外而内和由内而外的思维方式,提供了一种协同视角,并解释了如何从顾客和销售人员两方面促进消费者与品牌之间的关系。它强调了客户社区参与和销售人员动态学习能力的重要性,认为它们是建立强大的消费者-品牌关系的关键因素。
{"title":"How customer community engagement and employee dynamic learning capability impact service performance through customization? A firm–customer synergistic perspective","authors":"Jiaxun He, Jingyi Hu, Fan Zhang","doi":"10.1108/jrim-10-2023-0369","DOIUrl":"https://doi.org/10.1108/jrim-10-2023-0369","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>The emergence and rapid expansion of social media platforms have transformed the dynamics of consumer–brand communication. While consumer–brand relationship is driven on marketing campaigns in regular manner, social media (e.g. WeChat groups) creates boundaryless connections between external forces (e.g. customer community engagement) and internal resources (e.g. sales force). Therefore, this paper aims to provide a firm–customer synergistic perspective to explain service performance (SP) through service customization, which is significantly contributing to the research of consumer–brand relationship field in the current era.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>A survey including two sets of questionnaires are employed for data collection, with one completed by frontline salesperson of Casarte and the other by their customers. A total of 242 dyadic-level data are adopted to test the hypothesis.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>The findings shed light on the mechanism that drive SP by firm–customer interactions. These insights hold distinct managerial implications for firms seeking to leverage digital tools to efficiently meet customer demands.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>This study contributes to understanding consumer–brand relationship within social media environment. It offers a synergistic perspective combined both outside-in and inside-out thinking, and explains how consumer–brand relationship can be fostered from both customers and salespeople. It highlights the significance of customer community engagement and salespeople dynamic learning capability as crucial factors in building strong consumer–brand relationship.</p><!--/ Abstract__block -->","PeriodicalId":47116,"journal":{"name":"Journal of Research in Interactive Marketing","volume":"36 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2024-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141259200","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Determinants of relationship termination intentions and their evolution: a two time-lag approach 关系终止意向的决定因素及其演变:双时滞法
IF 8.2 2区 管理学 Q1 BUSINESS Pub Date : 2024-05-30 DOI: 10.1108/jrim-01-2024-0066
Tianhao Wen, Hong-Youl Ha

Purpose

Vertical business-to-business (B2B) relationship models are dynamic and depend on economic and relational constructs. However, it remains unclear how relationship termination intentions evolve across the mature and final stages of the B2B relationship cycle, particularly in the hospitality sector. Thus, this study investigates the dynamics of B2B relationship termination mechanisms.

Design/methodology/approach

The authors use a two time-lag interval method to provide insights into how these two variables (relational satisfaction and partner trust) mediate (e.g. strengthen or weaken) the relationship between social dependence and relationship termination intentions over time.

Findings

The authors demonstrate that relational satisfaction is not directly linked to relationship termination intentions across B2B relationship stages. However, our findings show that social dependence and partner trust are both key determinants of relationship termination intentions over time. Based on the mature and final stages of a B2B relationship cycle, these results suggest that researchers must understand the theoretical mechanism of B2B relationships and the roles key constructs play in determining how these relationships conclude.

Originality/value

This study is novel in capturing the evolution of B2B relationship stages. This research presents the first collection of ample evidence on the manifestation of relationship termination in the transition from social dependence to reduced partner trust.

目的垂直企业对企业(B2B)关系模型是动态的,取决于经济和关系结构。然而,在 B2B 关系周期的成熟阶段和最后阶段,尤其是在酒店业,关系终止意向是如何演变的仍不清楚。因此,本研究调查了 B2B 关系终止机制的动态变化。研究结果作者证明,关系满意度与 B2B 关系各阶段的关系终止意向没有直接联系。然而,我们的研究结果表明,随着时间的推移,社会依赖和合作伙伴信任都是关系终止意愿的关键决定因素。基于 B2B 关系周期的成熟阶段和最后阶段,这些结果表明,研究人员必须了解 B2B 关系的理论机制以及关键构建因素在决定这些关系如何结束时所起的作用。本研究首次收集了大量证据,证明从社会依赖到合作伙伴信任度降低的过渡阶段关系终止的表现形式。
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引用次数: 0
Social commerce in the social media age: understanding how interactive commerce enhancements navigate app continuance intention 社交媒体时代的社交商务:了解互动商务增强功能如何引导应用程序的持续使用意向
IF 8.2 2区 管理学 Q1 BUSINESS Pub Date : 2024-05-30 DOI: 10.1108/jrim-01-2024-0047
Sin-Er Chong, Siew-Imm Ng, Norazlyn Kamal Basha, Xin-Jean Lim

Purpose

By integrating the Uses and Gratifications Theory and Flow Theory, this research seeks to untwine the veiled effects of interactive commerce enhancements (ICEs), specifically haptic imagery and social presence, in promoting user immersion and sustaining social commerce (SC) users' usage intention, considering the moderating role of autotelic personality.

Design/methodology/approach

The research utilized purposive sampling of Malaysian SC app users with recent transactions. A dual-source data collection approach, encompassing offline and online channels, was employed to ensure a broad and diverse respondent pool. Partial least squares–structural equation modeling was chosen for its adeptness in analyzing complex relationships in predictive studies.

Findings

The findings revealed the significant positive effects of haptic imagery and social presence on user immersion and continuance intention within SC apps. Social presence and immersion were found to mediate the proposed paths. Additionally, autotelic personality traits were identified as moderators, influencing the strength of these relationships.

Originality/value

This research makes a unique contribution by addressing critical gaps in SC environments, extending the concept of ICEs, understanding the impacts of underlying mediators and pioneering the examination of autotelic personality traits' moderating effects. It introduces a fresh perspective on how individual differences impact user engagement. This groundbreaking study benefits social media and interactive marketing literature by comprehensively understanding how ICEs elevate SC, fostering innovation and heightened engagement.

目的 本研究通过整合 "使用与满足理论"(Uses and Gratifications Theory)和 "流动理论"(Flow Theory),试图揭开互动商务增强功能(ICEs),特别是触觉图像和社交存在,在促进用户沉浸感和维持社交商务(SC)用户使用意向方面的作用,同时考虑到自恋型人格(autotelic personality)的调节作用。研究采用了双源数据收集方法,包括线下和线上渠道,以确保受访者的广泛性和多样性。由于偏最小二乘法结构方程模型善于分析预测研究中的复杂关系,因此被选中。 研究结果研究结果显示,触觉图像和社交存在对 SC 应用程序中的用户沉浸感和持续使用意向具有显著的积极影响。研究发现,社交存在感和沉浸感对所提出的路径具有中介作用。原创性/价值 这项研究做出了独特的贡献,填补了 SC 环境中的关键空白,扩展了 ICE 的概念,了解了潜在中介因素的影响,并率先研究了自体人格特质的调节作用。它为个体差异如何影响用户参与引入了一个全新的视角。这项开创性研究通过全面了解 ICE 如何提升 SC、促进创新和提高参与度,对社交媒体和互动营销文献大有裨益。
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引用次数: 0
Cutting-edge research in social media and interactive marketing: a review and research agenda 社交媒体和互动营销的前沿研究:综述和研究议程
IF 8.2 2区 管理学 Q1 BUSINESS Pub Date : 2024-05-30 DOI: 10.1108/jrim-02-2024-0074
James W Peltier, Andrew J Dahl, Lauren Drury, Tracy Khan

Purpose

Conceptual and empirical research over the past 20 years has moved the social media (SM) literature beyond the embryotic stage to a well-developed academic discipline. As the lead article in the special issue in the Journal of Research in Interactive Marketing on Cutting-Edge Research in Social Media and Interactive Marketing, this review and agenda article has two key goals: (1) to review key SM and interactive marketing research over the past three years and (2) to identify the next wave of high priority challenges and research opportunities.

Design/methodology/approach

Given the “cutting-edge” research focus of the special issue, this review and research agenda paper focused on articles published in 25 key marketing journals between January 2021 and March 2024. Initially, the search request was for articles with “social media, social selling, social commerce” located in the article title, author-selected key words and journal-selected keywords. Later, we conducted searches based on terminology from articles presented in the final review. In total, over 1,000 articles were reviewed across the 25 journals, plus additional ones that were cited in those journals that were not on the initial list.

Findings

Our review uncovered eight key content areas: (1) data sources, methodology and scale development; (2) emergent SM technologies; (3) artificial intelligence; (4) virtual reality; (5) sales and sales management; (6) consumer welfare; (7) influencer marketing; and (8) social commerce. Table I provides a summer of key articles and research findings for each of the content areas.

Originality/value

As a literature review and research agenda article, this paper is one of the most extensive to date on SM marketing, and particularly with regard to emergent research over the past three years. Recommendations for future research are integrated through the paper and summarized in Figure 2.

Social implications

Consumer welfare is one of the eight emergent content areas uncovered in the literature review. Specific focus is on SM privacy, misinformation, mental health and misbehavior.

目的过去 20 年的概念和实证研究使社交媒体(SM)文献超越了萌芽阶段,成为一门发展成熟的学科。作为《互动营销研究期刊》(Journal of Research in Interactive Marketing)"社交媒体和互动营销前沿研究 "特刊的主打文章,这篇综述和议程文章有两个主要目标:(设计/方法/方法考虑到特刊的 "前沿 "研究重点,本综述和研究议程文章重点关注 2021 年 1 月至 2024 年 3 月期间在 25 种主要营销期刊上发表的文章。最初,我们搜索的要求是文章标题、作者选择的关键词和期刊选择的关键词中包含 "社交媒体、社交销售、社交商务 "的文章。之后,我们根据最终评审中的文章术语进行了搜索。研究结果我们的研究发现了八个关键内容领域:(1) 数据来源、方法和规模发展;(2) 新兴 SM 技术;(3) 人工智能;(4) 虚拟现实;(5) 销售和销售管理;(6) 消费者福利;(7) 影响者营销;(8) 社交商务。原创性/价值 作为一篇文献综述和研究议程文章,本文是迄今为止关于 SM 营销,尤其是关于过去三年新兴研究的最广泛的文章之一。对未来研究的建议贯穿全文,并在图 2 中进行了总结。 社会影响消费者福利是文献综述中发现的八个新兴内容领域之一。具体重点是 SM 隐私、错误信息、心理健康和不当行为。
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引用次数: 0
Decoding digital engagement: a comparative analysis of English and Turkish brand post popularity dynamics on platform X 数字参与解码:X 平台上英语和土耳其语品牌帖子受欢迎程度动态对比分析
IF 8.2 2区 管理学 Q1 BUSINESS Pub Date : 2024-05-24 DOI: 10.1108/jrim-10-2023-0368
Altug Tanaltay, Selcen Ozturkcan, Nihat Kasap

Purpose

This research aims to understand the dynamics that drive consumer engagement of multinational brands' social media posts on platform X, formerly known as Twitter. Taking the emotional tone of posts into account, the effect of vivid, interactive, informative, entertaining and practical features of posts on consumer interactions are evaluated across English- and Turkish-speaking markets.

Methodology

Inspired by the conceptual framework proposed in previous literature, features were extracted computationally using natural language processing from platform X posts of 33 Fortune 500 brands from various industries from June 2016 to June 2021. Following evaluation of regression models on alternative distributions of the dependent variable, which is total number of likes, shares and comments, random subspace regression using bootstrap resampling was applied to calculate an importance score and evaluate the effect of features.

Findings

Consumers in English- and Turkish-speaking markets perceive and engage with content differently. While informative and entertaining posts resonate more with English speakers, emotions play a broader role for Turkish speakers. English-speaking audience prefers happy and vivid daytime messages with questions, while Turkish-speaking audience is drawn to angry messages, lean toward nighttime posts.

Originality

This research is a pioneer to evaluate the factors that influence brands' platform X post engagements across markets of different cultural orientation. Beyond assessing the distinctions in brand post elements, the role of emotional content in brand messages were also analyzed across English- and Turkish-speaking markets.

目的本研究旨在了解推动消费者参与跨国品牌在 X 平台(前身为 Twitter)上发布的社交媒体帖子的动力。在考虑帖子情感基调的基础上,评估了帖子的生动性、互动性、信息性、娱乐性和实用性特征对英语和土耳其语市场消费者互动的影响。方法受以往文献中提出的概念框架的启发,从 2016 年 6 月至 2021 年 6 月期间来自不同行业的 33 个财富 500 强品牌在 X 平台上发布的帖子中,使用自然语言处理技术计算提取特征。在对因变量(即点赞、分享和评论总数)的其他分布进行回归模型评估后,采用引导重采样法进行随机子空间回归,以计算重要性得分并评估特征的效果。信息性和娱乐性的帖子更能引起讲英语的人的共鸣,而对于讲土耳其语的人来说,情感则起着更广泛的作用。这项研究开创性地评估了影响品牌在不同文化取向市场的 X 平台帖子参与度的因素。除了评估品牌帖子元素的区别外,还分析了品牌信息中的情感内容在英语和土耳其语市场中的作用。
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引用次数: 0
@Brand-to-@brand: the value co-creating impact of social media interactions on consumer–brand evaluations @品牌到@品牌:社交媒体互动对消费者品牌评价的价值共创影响
IF 8.2 2区 管理学 Q1 BUSINESS Pub Date : 2024-05-13 DOI: 10.1108/jrim-06-2023-0183
Spencer M. Ross

Purpose

Conspicuously absent from the branding literature is research on the brand-to-brand (Br2Br) interface enabled by social media. The author proposes how networked brands-as-actors integrate their resources as Br2Br interactions that co-create consumer–brand value. As a secondary contribution, the author provides an empirical baseline exploration of the value co-creating impact of Br2Br interactions on consumer–brand evaluations and social media engagement.

Design/methodology/approach

Three streams of research aid in conceptualizing the value co-creating process of Br2Br interactions. A follow-up exploratory study uses a controlled Br2Br interaction stimulus in a 2 × 2 × 2 between-subjects design, where brand familiarity and product category complementarity are manipulated, and interaction spillover effects are analyzed using structural equation modeling.

Findings

The author finds Br2Br interactions positively affect consumer–brand evaluations and social media engagement likelihood. Spillover effects of these interactions are symmetric for consumer–brand evaluations for both brands. However, brand familiarity moderates the effects of Br2Br interactions on consumer–brand evaluations.

Originality

The author lays the groundwork for future research on the complexities of Br2Br interactions – including brand personality conflict, interaction duration and paratextual language – and the boundary conditions for Br2Br and brand-to-consumer relationships.

目的品牌文献中明显缺乏对社交媒体促成的品牌对品牌(Br2Br)界面的研究。作者提出了网络化品牌作为行为主体如何整合其资源,以Br2Br互动的方式共同创造消费者-品牌价值。作为第二项贡献,作者对 Br2Br 互动的价值共创对消费者-品牌评价和社交媒体参与度的影响进行了实证基线探索。一项后续探索性研究在 2 × 2 × 2 的主体间设计中使用了受控的 Br2Br 互动刺激,对品牌熟悉度和产品类别互补性进行了操纵,并使用结构方程模型分析了互动的溢出效应。这些相互作用的溢出效应对消费者对两个品牌的评价是对称的。原创性作者为今后研究 Br2Br 互动的复杂性(包括品牌个性冲突、互动持续时间和副文本语言)以及 Br2Br 和品牌与消费者关系的边界条件奠定了基础。
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引用次数: 0
期刊
Journal of Research in Interactive Marketing
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