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The impact of emotional labor strategy order effects on customer satisfaction within service episodes 服务时段内情绪劳动策略顺序效应对顾客满意度的影响
3区 管理学 Q2 BUSINESS Pub Date : 2023-10-23 DOI: 10.1108/ejm-09-2021-0679
Markus Groth, Mahsa Esmaeilikia
Purpose This paper aims to aims to extend emotional labor research by exploring whether the impact of emotional labor on customer satisfaction depends on the order in which different emotional labor strategies are used by employees. Specifically, the authors explore how the order effects of two emotional labor strategies – deep and surface acting – impact customer satisfaction. Design/methodology/approach The authors conducted two experimental studies in which participants interacted with service employees who systematically switched between surface and deep acting strategies during the service episode. In Study 1, participants watched a video clip depicting a service encounter in a bookstore. In Study 2, participants partook in a simulated career-counseling session. Findings The four different emotional labor strategy order effects differentially impact customer satisfaction. Consistent with theories of gain–loss effects, improvement and decline trends positively or negatively impact customers, respectively. Furthermore, results show that these trends impact customer satisfaction growth differently over time. Research limitations/implications The authors only focused on two emotional labor strategies, and future research may benefit from extending the research to additional regulation strategies and/or specific discrete emotions. Practical implications The results suggest that managers may train employees in recognizing that customer satisfaction is not just driven by customers’ overall assessment of the interaction but also by their experience at different stages of the interaction. Originality/value Service marketing and management scholars have largely explored emotional labor from a between-person or within-person perspective, with little empirical attention paid to within-episode processes that focus on how employee behavior varies within a single service episode. To the best of the authors’ knowledge, this study is one of the first to demonstrate that surface and deep acting can be used simultaneously and dynamically over the course of a single service interaction in impacting customer satisfaction.
本文旨在探讨情绪劳动对顾客满意度的影响是否取决于员工使用不同情绪劳动策略的先后顺序,从而拓展情绪劳动研究。具体而言,作者探讨了两种情绪劳动策略-深层行为和表面行为-的顺序效应如何影响客户满意度。设计/方法/方法作者进行了两项实验研究,其中参与者与服务人员互动,服务人员在服务情节中系统地在表层和深层表演策略之间切换。在研究1中,参与者观看了一段描述书店服务遭遇的视频片段。在研究2中,参与者参加了一个模拟的职业咨询会议。发现四种不同情绪劳动策略顺序效应对顾客满意度的影响存在差异。与损益效应理论一致,改善和下降趋势分别对客户产生积极或消极的影响。此外,结果表明,随着时间的推移,这些趋势对客户满意度增长的影响不同。作者只关注了两种情绪劳动策略,未来的研究可能会受益于将研究扩展到其他调节策略和/或特定的离散情绪。结果表明,管理者可以培训员工认识到客户满意度不仅仅是由客户对互动的总体评估驱动的,而且还受他们在互动不同阶段的体验驱动。服务营销和管理学者主要是从人与人之间或人与人之间的角度来探索情绪劳动,很少关注集中在单个服务事件中员工行为如何变化的事件内过程。据作者所知,这项研究是第一个证明在影响客户满意度的单一服务交互过程中,表面和深层行为可以同时动态地使用的研究之一。
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引用次数: 0
When enough is not enough: behavioral and motivational paths to compulsive social media consumption 当够了还不够:强迫性社交媒体消费的行为和动机途径
3区 管理学 Q2 BUSINESS Pub Date : 2023-10-20 DOI: 10.1108/ejm-12-2022-0898
Line Lervik-Olsen, Tor Wallin Andreassen, Bob M. Fennis
Purpose Compulsive social media use has the potential to reduce well-being. In this study, the authors propose that there are two main paths to compulsive social media consumption. One is behavioral and based on habit; the other is motivational and rooted in the fear of missing out. This study aims to test the antecedents of these two drivers as well as their consequences for the tendency to engage in compulsive social media consumption. Design/methodology/approach The authors applied a quantitative research design and collected data through a survey of 600 respondents from a representative sample. The authors used structural equation modeling to test their conceptual model and hypotheses. Gender and age were included as moderators to investigate the model’s boundary conditions. Findings The authors found support for all the suggested relationships in the conceptual model. The findings indicate two main manifestations of compulsive social media use – always being logged in (i.e. the frequency of social media consumption) and excessive use (the intensity of consumption) – that in turn spurred a reinforcer of compulsivity: disconnection anxiety. The findings also indicate two main paths to compulsive social media consumption. One path is behavioral, based on habit, and the other is motivational, based on fear of missing out. Moreover, the authors identified the key antecedents of both paths. Habit formation was observed to be a function of situational cues (technological nudges in the online sphere) and consumer engagement. Fear of missing out was shaped by both injunctive norms (a consumer norm to be online) and descriptive norms (social proof). Research limitations/implications Although the antecedents of compulsive social media consumption suggested in this study have a strong and significant effect, the explained variance in the dependent variables being always logged in and excessive social media use indicates that there might be other drivers as well. These should be explored along with moderators other than gender and age to identify the potential boundary conditions of the model. Practical implications The main implications of the present work point to the “ease” with which typical or normal social media use may spiral out of control and become compulsive, with adverse implications for consumer health and well-being. Originality/value The behavioral and motivational paths to compulsive social media consumption have been less explored and have not yet been studied in conjunction, nor have their antecedents and consequences. Thus, this is a novel approach to understanding how social media use can potentially lead to reduced control and well-being.
强迫性地使用社交媒体有可能降低幸福感。在这项研究中,作者提出强迫性社交媒体消费有两条主要途径。一种是基于习惯的行为;另一种是动机性的,根植于对错过的恐惧。本研究旨在测试这两种驱动因素的前因,以及它们对强迫性社交媒体消费倾向的影响。设计/方法/方法作者采用了定量研究设计,并通过对600名代表性样本的调查来收集数据。作者使用结构方程模型来检验他们的概念模型和假设。性别和年龄被作为调节因子来研究模型的边界条件。作者在概念模型中发现了对所有建议关系的支持。研究结果显示了强迫性社交媒体使用的两种主要表现——总是登录(即社交媒体消费的频率)和过度使用(消费的强度)——这反过来又刺激了强迫性的强化物:断开连接焦虑。研究结果还指出了强迫性社交媒体消费的两条主要途径。一种是基于习惯的行为,另一种是基于害怕错过的动机。此外,作者还确定了这两条路径的关键前提。习惯的形成被观察到是情境线索(在线领域的技术推动)和消费者参与的功能。对错过的恐惧是由禁令规范(在线消费规范)和描述性规范(社会证明)共同塑造的。虽然本研究中提出的强迫性社交媒体消费的前因变量具有强烈而显著的影响,但在总是登录和过度使用社交媒体的因变量中解释的方差表明,可能还有其他驱动因素。这些应该与除性别和年龄以外的调节因子一起探索,以确定模型的潜在边界条件。本工作的主要影响指出,典型或正常的社交媒体使用很容易失控,并成为强迫性的,对消费者的健康和福祉产生不利影响。强迫性社交媒体消费的行为和动机途径很少被探索,也没有被结合起来研究,也没有它们的前因后果。因此,这是一种理解社交媒体使用如何可能导致控制力和幸福感下降的新方法。
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引用次数: 0
Marketplace accessibility: a service-provider perspective 市场可访问性:一个服务提供者的视角
3区 管理学 Q2 BUSINESS Pub Date : 2023-10-17 DOI: 10.1108/ejm-04-2022-0280
Katharina C. Husemann, Anica Zeyen, Leighanne Higgins
Purpose This study aims to explore the strategies that service providers use to facilitate marketplace accessibility, and identify the key challenges in that process. The authors do so to develop a roadmap towards improved accessibility and disability inclusion in the marketplace. Design/methodology/approach The authors conducted eight semi-structured interviews with service providers (curators, visitor service coordinators and access managers) at museums who run access programmes for customers with visual impairment (VI), along with an embodied duo-ethnography of those programmes. Findings Service providers foster autonomous, embodied and social access. Resource constraints, safety concerns and exposed differences between customers compromise access. To overcome these challenges, service providers engage in three inclusionary strategies – informing, extending and sensitizing. Research limitations/implications This service provider- and VI-focus present limitations. Future research should consider a poly-vocal approach that includes the experiences of numerous stakeholders to holistically advance marketplace accessibility; and apply the marketplace accessibility findings upon different disabilities in other marketplace contexts. Practical implications This study offers a roadmap for policymakers and service providers on: which types of access should and can be created; what challenges may be encountered; how to manage these challenges; and, thus, how to advance accessibility beyond regulations. Originality/value This study contributes a service provider perspective on marketplace accessibility that goes beyond removing “disabling” barriers towards creating opportunities for co-creation; an approach towards marketplace accessibility that fosters inclusiveness while considering the inherent challenges of that process; and an illustration of posthumanism’s empirical value in addressing issues of accessibility in the marketplace.
本研究旨在探讨服务供应商用以促进市场可及性的策略,并找出在此过程中的主要挑战。作者这样做是为了制定一个路线图,以改善市场中的无障碍和残疾人包容。设计/方法/方法作者对博物馆的服务提供者(策展人、游客服务协调员和通道管理人员)进行了八次半结构化访谈,这些服务提供者为有视力障碍的顾客(VI)提供通道计划,并对这些计划进行了具体的双重人种志。服务提供者促进自主的、具体化的和社会化的访问。资源限制、安全问题和客户之间暴露的差异会影响访问。为了克服这些挑战,服务提供商采取了三种包容性战略——告知、推广和敏感化。研究的局限性/启示这个服务提供商和vi的焦点存在局限性。未来的研究应该考虑一种多方发声的方法,包括众多利益相关者的经验,以全面推进市场可及性;并将市场无障碍研究结果应用于其他市场环境中的不同残疾。本研究为政策制定者和服务提供者提供了一个路线图:应该和可以创建哪些类型的访问;可能会遇到哪些挑战;如何应对这些挑战;因此,如何在法规之外推进无障碍。独创性/价值本研究为服务提供商提供了一个关于市场可及性的视角,超越了为共同创造机会而消除“禁用”障碍;一种促进包容性的市场准入方法,同时考虑到这一进程的内在挑战;并举例说明后人文主义在解决市场可及性问题方面的经验价值。
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引用次数: 0
Fostering healthy ageing through understanding food coping strategies 通过了解食物应对策略,促进健康老龄化
3区 管理学 Q2 BUSINESS Pub Date : 2023-10-16 DOI: 10.1108/ejm-11-2020-0845
Margot Dyen, Andréa Gourmelen, Samuel Guillemot, Ziad Malas, Annick Tamaro
Purpose Preventative public health policies often rely on objective criteria to identify people in vulnerable situations. Age is one of the criteria when investigating the risk of malnutrition associated with ageing. By looking at changes in the food practices of individuals as they age, this study aims to seek to contribute to more precise targeting of older adults in view of the dynamic nature of ageing. Design/methodology/approach From a theoretical perspective, this research is based on the life course paradigm. Data were collected from 42 semi-structured interviews with retirees aged 60 and over. Findings The results show that some ageing events lead to immense reconfigurations of individuals’ lives, implying changes as prior food practices are extensively replaced by new ones (“rebuilding after a tsunami”). Other more diffuse and gradual effects of ageing lead to adaptations of previous food practices and, in a more localised way, areas that can be targeted by healthy eating campaigns (“plugging the gaps”). Lastly, this study shows that a normative perspective can help endorse a new social role (“getting into character”), and that relying on their human capital (“it’s a matter of perspective”) can help people cope with new age-related mindsets. Research limitations/implications The sample did not include individuals with serious physical or mental health problems at the time of the interviews. Practical implications The study identifies social, biological and psychological events related to ageing that have an impact on food practices, as well as moments and milestones for developing public policy campaigns to promote healthy eating. Originality/value The study gives insights into the place of food in the process of coping with ageing, showing that food can be either a problem to solve or a resource to help cope with social or psychological imbalances. The holistic view adopted contributes to identifying other events that impact food practices (and consequently health) during the ageing process.
目的预防性公共卫生政策往往依赖于客观标准来识别弱势群体。年龄是调查与衰老相关的营养不良风险的标准之一。通过观察个人随着年龄增长的饮食习惯的变化,本研究旨在寻求更精确地针对老年人老龄化的动态特性做出贡献。从理论角度来看,本研究基于生命历程范式。数据收集自42个对60岁及以上退休人员的半结构化访谈。研究结果表明,一些老龄化事件会导致个人生活的巨大重构,这意味着以前的饮食习惯被新的饮食习惯广泛取代(“海啸后的重建”)。老龄化的其他更广泛和渐进的影响导致适应以前的饮食习惯,并以更局部的方式,成为健康饮食运动可以针对的领域(“填补空白”)。最后,这项研究表明,规范的观点可以帮助认可新的社会角色(“进入角色”),依靠他们的人力资本(“这是一个观点的问题”)可以帮助人们应对与年龄相关的新心态。研究局限/启示样本不包括在访谈时有严重身体或精神健康问题的个人。该研究确定了与老龄化有关的对饮食习惯产生影响的社会、生物和心理事件,以及制定促进健康饮食的公共政策运动的时刻和里程碑。独创性/价值这项研究揭示了食物在应对衰老过程中的地位,表明食物既可以是一个需要解决的问题,也可以是帮助应对社会或心理失衡的资源。所采用的整体观点有助于确定在老龄化过程中影响食品做法(从而影响健康)的其他事件。
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引用次数: 0
Mirroring digital content marketing framework: capturing providers’ perspectives through stimuli assessment and behavioural engagement response 镜像数字内容营销框架:通过刺激评估和行为参与反应捕捉提供者的观点
3区 管理学 Q2 BUSINESS Pub Date : 2023-10-13 DOI: 10.1108/ejm-03-2021-0158
Jelena Filipovic, Maja Arslanagic-Kalajdzic
Purpose This study aims to propose a novel mirroring digital content marketing (MDCM) framework that extends the current consumer-based digital content marketing (DCM) framework to encompass the provider’s perspective. Relying on the stimulus–organism–response theory, the authors posit that content stimuli influence behavioural engagement responses that, respectively, mirror the motives and self-reported engagement from the consumer-based DCM. Design/methodology/approach To empirically verify the provider side of the MDCM framework, the authors used one newsletter and one matching website with corresponding 117 weekly data points. Data were drawn from three sources for six countries: newsletter content stimuli, newsletter performance indicators and Google Analytics metrics on matching website performance. OLS and panel regressions were used to analyse the data and generate results. Findings The results show that content stimuli do explain the behavioural engagement responses of consumers recorded by the provider. However, the effects of the different stimuli are inconsistent: functional stimuli have both positive and negative effects, while social stimuli positively impact the behavioural engagement response. The authors further show that the newsletter engagement response influences subsequent engagement responses across channels (e.g. via the linked news media website). Research limitations/implications Further research definitely needs to empirically verify the connection between two sides of the MDCM framework. As proposed by authors, provider-based stimuli are corresponding to the consumer-based motivations, however, which stimuli are triggering which motivations and how they can consequently be translated to both consumer- and provider-based behavioural engagement is still an open question. Different theoretical lenses could be taken in the usage of MDCM framework. Practical implications Our observations are relevant for marketers that want to use certain stimuli in their digital content, in particular a content introduced in the newsletter and the website. The authors show that stimuli are indeed related to the behavioural engagement response of consumers and that various stimuli impact engagement differently. Furthermore, the recommendations for the marketing managers of news media are to use priming across the platforms in their Web communication strategies. Originality/value This study proposes and empirically tests the provider side of the MDCM framework across two news media channels, focusing on behavioural engagement responses.
本研究旨在提出一种新的镜像数字内容营销(MDCM)框架,该框架扩展了当前基于消费者的数字内容营销(DCM)框架,以涵盖提供商的视角。根据刺激-有机体-反应理论,作者假设内容刺激影响行为参与反应,分别反映了基于消费者的DCM的动机和自我报告的参与。设计/方法/方法为了从经验上验证MDCM框架的提供者方面,作者使用了一份时事通讯和一个匹配网站,其对应的每周117个数据点。数据来自六个国家的三个来源:时事通讯内容刺激,时事通讯绩效指标和谷歌分析的匹配网站绩效指标。使用OLS和面板回归分析数据并产生结果。结果表明,内容刺激确实解释了供应商记录的消费者的行为参与反应。然而,不同刺激的影响是不一致的:功能性刺激既有积极的影响,也有消极的影响,而社会性刺激对行为投入反应有积极的影响。作者进一步表明,新闻通讯的参与反应会影响后续跨渠道的参与反应(例如,通过链接的新闻媒体网站)。研究局限/启示进一步的研究肯定需要实证验证MDCM框架双方之间的联系。正如作者所提出的,基于提供者的刺激与基于消费者的动机相对应,然而,哪些刺激触发了哪些动机,以及它们如何最终转化为基于消费者和基于提供者的行为参与仍然是一个悬而未决的问题。在MDCM框架的使用中,可以采取不同的理论视角。我们的观察结果对于想要在其数字内容中使用某些刺激的营销人员是相关的,特别是在通讯和网站中介绍的内容。作者表明,刺激确实与消费者的行为参与反应有关,并且不同的刺激对参与的影响不同。此外,对新闻媒体营销经理的建议是在他们的网络传播策略中使用跨平台的启动。原创性/价值本研究提出并在两个新闻媒体渠道上对MDCM框架的提供者进行了实证测试,重点关注行为参与反应。
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引用次数: 0
The impact of communication and proximity on citizens’ sustainable disposal of e-waste 通讯和邻近对市民可持续处置电子废物的影响
3区 管理学 Q2 BUSINESS Pub Date : 2023-10-09 DOI: 10.1108/ejm-06-2023-0454
Diletta Acuti, Linda Lemarie, Giampaolo Viglia
Purpose The purpose of this study is to demonstrate how decision-makers can enhance citizens’ sustainable disposal of e-waste through bin proximity and ad hoc communication. Specifically, the authors discuss a two-year research project that took place in Northern Italy, where the authors documented the number of products disposed of sustainably in four towns. Design/methodology/approach The project involved five main groups of stakeholders: i) four municipalities, ii) one social purpose organisation employing people with disabilities, (i.e. Andromeda), iii) one provider of bins (i.e. PubliCittà), iv) another social purpose organisation entity (i.e. Fondazione CRT) and v) the University of Portsmouth. After conducting three online pilot tests to confirm expectations of this study regarding how to enhance citizens’ sustainable disposal of e-waste, the authors have implemented the field pilot programme in a small municipality and successively in other three towns. Finally, the authors measured the impact of the programme on the actual recycling rate of citizens in the three target municipalities. Findings The authors found that the positioning of drop-off bins in such a way as to reduce the distance from as many households as possible, along with the use of communication that facilitates the understanding of information related to sustainable disposal schemes, can improve the sustainable behaviour of citizens. The sustainable disposal of exhausted batteries after the intervention improved by 135% on average in the three municipalities that adopted the disposal scheme (Saluggia, San Benigno Canavese and Santhiá). The disposal rate of toners and electronics increased by 204.0% and 318.75% (San Benigno Canavese) and 138.7% and 85.4% (Santhiá), respectively. Research limitations/implications The authors believe it would be cautious to consider potential differences in terms of recycling cultures and facilities before implementing the programme in other countries. Practical implications The authors’ contribution shows decision-makers how to effectively design disposal schemes to enhance citizens' sustainable behaviour. The authors demonstrate how the thoughtful and responsible use of marketing levers can affect environmental sustainability and impact social development. Social implications This paper has an actual impact on society by changing citizens’ behaviour, reducing harm to the environment and human well-being and supporting the inclusion of disadvantaged people in sustainability-oriented programmes. Originality/value The structured and equitable engagement of scholars with multiple stakeholders can lead to the co-creation of societal value and knowledge and improve the well-being of multiple stakeholders. The collaboration between academics and practitioners enables the definition of effective strategies by observing the actual behaviour of individuals (i.e. citizens) and offers a direct and measurable impact on society. The involvement of social
本研究的目的是展示决策者如何通过垃圾箱附近和特别沟通来提高公民对电子废物的可持续处置。具体来说,作者讨论了在意大利北部进行的一项为期两年的研究项目,作者记录了四个城镇可持续处理的产品数量。该项目涉及五个主要利益相关者群体:i)四个市政当局,ii)一个雇用残疾人的社会目的组织(即Andromeda), iii)一个垃圾箱提供者(即publicitt), iv)另一个社会目的组织实体(即Fondazione CRT)和v)朴茨茅斯大学。在进行了三次在线试点测试以证实本研究关于如何加强公民对电子废物的可持续处理的期望之后,作者已经在一个小城市实施了实地试点方案,并先后在其他三个城镇实施。最后,作者测量了该方案对三个目标城市公民实际回收率的影响。作者发现,弃置箱的定位方式可以减少与尽可能多的家庭的距离,同时使用有助于理解与可持续处置方案相关信息的通信,可以改善公民的可持续行为。在采取处置计划的三个城市(Saluggia、San Benigno Canavese和santhi),干预后对废电池的可持续处置平均提高了135%。碳粉和电子产品的处理率分别增加了204.0%和318.75% (San Benigno Canavese)和138.7%和85.4% (santhi)。研究限制/影响作者认为,在其他国家实施该方案之前,应谨慎考虑在回收文化和设施方面的潜在差异。作者的贡献向决策者展示了如何有效地设计处置方案以增强公民的可持续行为。作者展示了深思熟虑和负责任地使用营销杠杆如何影响环境可持续性和社会发展。本文通过改变公民的行为,减少对环境和人类福祉的危害,并支持将弱势群体纳入以可持续发展为导向的方案,对社会产生了实际影响。独创性/价值学者与多个利益相关者的结构化和公平参与可以导致共同创造社会价值和知识,并改善多个利益相关者的福祉。学者和实践者之间的合作能够通过观察个人(即公民)的实际行为来定义有效的战略,并对社会产生直接和可衡量的影响。社会目的组织的参与加强了实现可衡量的社会和环境影响的共同主要目标。
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引用次数: 0
All by myself: examining social media’s effect on social withdrawal and the mediating roles of moral disengagement and cyberaggression 我自己:研究社交媒体对社会退缩的影响,以及道德脱离和网络攻击的中介作用
3区 管理学 Q2 BUSINESS Pub Date : 2023-10-06 DOI: 10.1108/ejm-12-2022-0932
Caroline S.L. Tan
Purpose The purpose of this study is to examine how the constructs of false self, preference for online social interaction (POSI), compulsive internet use (CIU), and online disinhibition affect social withdrawal in a social media context. The mediating effects of moral disengagement and cyber aggression are also tested. Design/methodology/approach Data were collected using an online survey ( n = 533) from consumers in Japan. This study used structural equation modeling and PROCESS to examine the proposed relationships. Findings The study revealed that false self positively affects moral disengagement while online disinhibition positively affects cyber aggression and moral disengagement. Preference for online social interaction and compulsive internet use both positively impacts social withdrawal. Cyber aggression and moral disengagement were established mediators between false self/ Preference for online social interaction/ compulsive internet use/ online disinhibition and social withdrawal. Research limitations/implications Although restricted to cyberaggression, owing to the reciprocal relationship between cyber victimization and cyberaggression, cyber victimization can be included for further study. This study expands the understanding of social withdrawal within the context of social media. Practical implications Based on the findings, policies and programs that address mental health that build self-esteem, self-confidence and reduce anxiety ought to be undertaken. Managing and formulating guidelines on anonymity should also be taken into consideration. Originality/value This research demonstrates the crucial constructs that affect social media users negatively from the aspects of cyberaggression, moral disengagement and social withdrawal. It also establishes the importance of mental health in reducing adverse effects from social media.
本研究旨在探讨虚假自我、网络社交偏好(POSI)、强迫性网络使用(CIU)和网络去抑制对社交媒体情境下社交退缩的影响。道德脱离和网络攻击的中介效应也得到了检验。设计/方法/方法通过在线调查(n = 533)从日本消费者中收集数据。本研究使用结构方程模型和PROCESS来检验所提出的关系。研究发现,虚假自我正向影响道德脱离,网络去抑制正向影响网络攻击和道德脱离。网络社交偏好和强迫性网络使用都对社交退缩有积极影响。网络攻击和道德脱离在虚假自我/网络社交偏好/强迫性网络使用/网络去抑制与社交退缩之间具有中介作用。研究局限/启示虽然仅限于网络攻击,但由于网络受害与网络攻击之间的相互关系,可以将网络受害纳入进一步研究。本研究拓展了对社交媒体背景下社交退缩的理解。根据研究结果,应该实施旨在建立自尊、自信和减少焦虑的心理健康政策和项目。还应考虑管理和制定匿名准则。本研究从网络攻击、道德脱离和社会退缩三个方面论证了对社交媒体用户产生负面影响的关键构式。它还确立了心理健康在减少社交媒体不良影响方面的重要性。
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引用次数: 0
A consumer perspective of AI certification – the current certification landscape, consumer approval and directions for future research 人工智能认证的消费者视角——当前认证格局、消费者认可和未来研究方向
3区 管理学 Q2 BUSINESS Pub Date : 2023-09-27 DOI: 10.1108/ejm-01-2023-0009
Myrthe Blösser, Andrea Weihrauch
Purpose In spite of the merits of artificial intelligence (AI) in marketing and social media, harm to consumers has prompted calls for AI auditing/certification. Understanding consumers’ approval of AI certification entities is vital for its effectiveness and companies’ choice of certification. This study aims to generate important insights into the consumer perspective of AI certifications and stimulate future research. Design/methodology/approach A literature and status-quo-driven search of the AI certification landscape identifies entities and related concepts. This study empirically explores consumer approval of the most discussed entities in four AI decision domains using an online experiment and outline a research agenda for AI certification in marketing/social media. Findings Trust in AI certification is complex. The empirical findings show that consumers seem to approve more of non-profit entities than for-profit entities, with the government approving the most. Research limitations/implications The introduction of AI certification to marketing/social media contributes to work on consumer trust and AI acceptance and structures AI certification research from outside marketing to facilitate future research on AI certification for marketing/social media scholars. Practical implications For businesses, the authors provide a first insight into consumer preferences for AI-certifying entities, guiding the choice of which entity to use. For policymakers, this work guides their ongoing discussion on “who should certify AI” from a consumer perspective. Originality/value To the best of the authors’ knowledge, this work is the first to introduce the topic of AI certification to the marketing/social media literature, provide a novel guideline to scholars and offer the first set of empirical studies examining consumer approval of AI certifications.
尽管人工智能(AI)在营销和社交媒体方面有优点,但对消费者的伤害已经促使人们呼吁对人工智能进行审计/认证。了解消费者对人工智能认证实体的认可对于其有效性和企业选择认证至关重要。本研究旨在对消费者对人工智能认证的看法产生重要见解,并促进未来的研究。设计/方法/方法对人工智能认证领域进行文献和现状驱动的搜索,确定实体和相关概念。本研究通过在线实验实证探讨了消费者对四个人工智能决策领域中讨论最多的实体的认可,并概述了营销/社交媒体中人工智能认证的研究议程。对人工智能认证的信任是复杂的。实证结果显示,消费者似乎对非营利实体的认可程度高于营利性实体,其中政府的认可程度最高。将人工智能认证引入营销/社交媒体有助于消费者信任和人工智能接受度的工作,并从外部营销构建人工智能认证研究,以促进营销/社交媒体学者未来对人工智能认证的研究。对于企业来说,作者首次洞察了消费者对人工智能认证实体的偏好,指导了使用哪个实体的选择。对于政策制定者来说,这项工作指导他们从消费者的角度讨论“谁应该认证人工智能”。据作者所知,这项工作是第一次将人工智能认证的主题引入营销/社交媒体文献,为学者提供了新的指导方针,并提供了第一套检验消费者对人工智能认证认可的实证研究。
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引用次数: 0
Forms of falsified online reviews: the good, the bad, and the downright ugly 各种形式的虚假在线评论:好的,坏的,和彻头彻尾的丑陋
IF 4.4 3区 管理学 Q2 BUSINESS Pub Date : 2023-09-05 DOI: 10.1108/ejm-12-2022-0904
Dogá Istanbulluoglu, Lloyd C. Harris
PurposeFalsified online reviews (FORs) are the published/viewable consumer-generated online content regarding a firm (or its representatives) or its services and goods that is, to some degree, untruthful or falsified. The purpose of this study is first to explore the nature of FORs, focusing on reviewers' interpretations and refections on falsity, intent, anonymity and the target of their FOR. Secondly, the authors examine the valence and veracity dimensions of FORs and introduce a typology to differentiate their variations.Design/methodology/approachusing an exploratory research design, 48 interviews were conducted with participants who post online reviews on social media about their experiences with food and beverage serving outlets.FindingsThe results show four common forms of FORs on social media. These are reviews focused on equity equalizing, friendly flattery, opinionated opportunism and malicious profiteering.Research limitations/implicationsThe authors provide exploratory and in-depth information via interviews, but do not analyse the content of FORs.Practical implicationsFirms should be aware of varieties of FORs and that these may not be limited to malicious content. This is important in terms of showing that in dealing with FORs, a one-size-fits-all approach will not work. FORs are not always entirely fabricated, and instead various levels of falseness are observed, ranging from slight alterations to complete fabrications.Originality/valuePrevious research explored how to identify and differentiate FORs from truthful ones, focusing on the reviews or how they are perceived by readers. However, comparatively little is known of the reviewers of FORs. Hence, this study focuses on reviewers and offers new insights into the nature of FORs by identifying and examining the main forms of FORs on social media.
伪造的在线评论(FORs)是指在某种程度上不真实或伪造的,关于公司(或其代表)或其服务和商品的已发布/可查看的消费者生成的在线内容。本研究的目的首先是探讨FORs的本质,重点关注评论者对其FORs的虚假性、意图性、匿名性和目标的解释和反思。其次,作者考察了FORs的效价和准确性维度,并引入了一个类型学来区分它们的变化。设计/方法/方法采用探索性研究设计,对48名参与者进行了访谈,参与者在社交媒体上发布关于他们在餐饮服务网点的体验的在线评论。研究结果显示了社交媒体上FORs的四种常见形式。这些评论集中在公平平等、友好奉承、固执己见的机会主义和恶意牟取暴利上。研究局限性/意义作者通过访谈提供了探索性和深入的信息,但没有分析FORs的内容。实际意义公司应该意识到FORs的多样性,并且这些可能不限于恶意内容。这一点很重要,因为它表明,在处理FORs时,一刀切的方法是行不通的。FORs并不总是完全捏造的,相反,可以观察到不同程度的虚假,从轻微的改变到完全捏造。原创性/价值先前的研究探讨了如何识别和区分虚假评论和真实评论,重点关注评论或读者对评论的看法。然而,对于FORs的审稿人的了解相对较少。因此,本研究将重点放在评论者身上,并通过识别和检查社交媒体上FORs的主要形式,为FORs的本质提供了新的见解。
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引用次数: 0
More than just a chat: a taxonomy of consumers’ relationships with conversational AI agents and their well-being implications 不仅仅是聊天:消费者与对话人工智能代理的关系分类及其对幸福的影响
IF 4.4 3区 管理学 Q2 BUSINESS Pub Date : 2023-09-04 DOI: 10.1108/ejm-01-2023-0037
Amani Alabed, Ana Javornik, Diana Gregory-Smith, Rebecca Casey
PurposeThis paper aims to study the role of self-concept in consumer relationships with anthropomorphised conversational artificially intelligent (AI) agents. First, the authors investigate how the self-congruence between consumer self-concept and AI and the integration of the conversational AI agent into consumer self-concept might influence such relationships. Second, the authors examine whether these links with self-concept have implications for mental well-being.Design/methodology/approachThis study conducted in-depth interviews with 20 consumers who regularly use popular conversational AI agents for functional or emotional tasks. Based on a thematic analysis and an ideal-type analysis, this study derived a taxonomy of consumer–AI relationships, with self-congruence and self–AI integration as the two axes.FindingsThe findings unveil four different relationships that consumers forge with their conversational AI agents, which differ in self-congruence and self–AI integration. Both dimensions are prominent in replacement and committed relationships, where consumers rely on conversational AI agents for companionship and emotional tasks such as personal growth or as a means for overcoming past traumas. These two relationships carry well-being risks in terms of changing expectations that consumers seek to fulfil in human-to-human relationships. Conversely, in the functional relationship, the conversational AI agents are viewed as an important part of one’s professional performance; however, consumers maintain a low sense of self-congruence and distinguish themselves from the agent, also because of the fear of losing their sense of uniqueness and autonomy. Consumers in aspiring relationships rely on their agents for companionship to remedy social exclusion and loneliness, but feel this is prevented because of the agents’ technical limitations.Research limitations/implicationsAlthough this study provides insights into the dynamics of consumer relationships with conversational AI agents, it comes with limitations. The sample of this study included users of conversational AI agents such as Siri, Google Assistant and Replika. However, future studies should also investigate other agents, such as ChatGPT. Moreover, the self-related processes studied here could be compared across public and private contexts. There is also a need to examine such complex relationships with longitudinal studies. Moreover, future research should explore how consumers’ self-concept could be negatively affected if the support provided by AI is withdrawn. Finally, this study reveals that in some cases, consumers are changing their expectations related to human-to-human relationships based on their interactions with conversational AI agents.Practical implicationsThis study enables practitioners to identify specific anthropomorphic cues that can support the development of different types of consumer–AI relationships and to consider their consequences across a rang
本文旨在研究自我概念在拟人化会话人工智能(AI)代理的消费者关系中的作用。首先,作者研究了消费者自我概念与人工智能之间的自我一致性以及会话人工智能代理与消费者自我概念的整合如何影响这种关系。其次,作者研究了这些与自我概念的联系是否对心理健康有影响。本研究对20位消费者进行了深入访谈,这些消费者经常使用流行的对话式人工智能代理来完成功能性或情感任务。在主题分析和理想类型分析的基础上,本研究得出了消费者与人工智能关系的分类,以自我一致性和自我人工智能整合为两个轴。研究结果揭示了消费者与他们的会话人工智能代理建立的四种不同关系,这些关系在自我一致性和自我人工智能整合方面有所不同。这两个维度在替代关系和承诺关系中都很突出,在这种关系中,消费者依赖会话人工智能代理来陪伴和情感任务,如个人成长,或作为克服过去创伤的手段。这两种关系在改变消费者在人与人之间的关系中寻求实现的期望方面存在健康风险。相反,在功能关系中,会话AI代理被视为一个人专业表现的重要组成部分;然而,消费者保持较低的自我一致性,并将自己与代理商区分开来,也是因为害怕失去自己的独特性和自主性。在有抱负的关系中,消费者依靠代理商的陪伴来弥补社会排斥和孤独感,但由于代理商的技术限制,他们觉得这是不可能的。研究局限/启示虽然这项研究提供了与会话人工智能代理的消费者关系动态的见解,但它也有局限性。这项研究的样本包括Siri、b谷歌Assistant和Replika等会话人工智能代理的用户。然而,未来的研究还应该调查其他药物,如ChatGPT。此外,这里研究的自我相关过程可以在公共和私人环境中进行比较。还需要用纵向研究来检验这种复杂的关系。此外,未来的研究应该探索如果人工智能提供的支持被撤回,消费者的自我概念会受到怎样的负面影响。最后,这项研究表明,在某些情况下,消费者正在根据他们与会话人工智能代理的互动改变他们对人与人关系的期望。本研究使从业者能够识别特定的拟人化线索,这些线索可以支持不同类型的消费者-人工智能关系的发展,并考虑其在一系列福祉方面的后果。原创性/价值本研究使市场营销学者对自我概念在消费者与流行的会话人工智能代理之间建立的关系中的作用以及相关的幸福感含义有了新的理解。
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引用次数: 0
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European Journal of Marketing
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