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At the backstage of feminised content creation: How influencer marketing agencies and their data practices shape social media work 在女性化内容创作的后台:有影响力的营销机构及其数据实践如何塑造社交媒体工作
IF 5 1区 文学 Q1 COMMUNICATION Pub Date : 2026-01-27 DOI: 10.1177/14614448251410510
Ida Roivainen
To explore the strengthening role of influencer marketing agencies, this study turns its focus away from creators to the ‘backstage’ of feminised social media work. Using an algorithmic ethnographic approach informed by critical feminist inquiry, this study investigates how influencer marketing agencies’ data practices shape content creation. Through observation and content analysis of creator events, staff meetings, briefings, webinars and other educational material, as well as interviews with staff members, three distinct categories connected with data practices were recognised: anticipation, adaptation and negotiation. It is argued that while influencer agencies negotiate between creation and platform control, they only rarely resist the algorithmic logics of platforms or negotiate practices to fit their ideals instead of adapting to platforms and their business models. Situating agencies’ daily work within the larger historical tradition of advertising, commodification of audiences and feminised labour, this study offers pathways for understanding how influencer marketing shapes social media today.
为了探索网红营销机构的强化作用,本研究将重点从创作者转向女性化社交媒体工作的“后台”。使用一种由批判性女权主义调查提供信息的算法人种学方法,本研究调查了网红营销机构的数据实践如何塑造内容创作。通过对创建者活动、工作人员会议、简报、网络研讨会和其他教育材料的观察和内容分析,以及对工作人员的采访,认识到与数据实践相关的三个不同类别:预期、适应和谈判。有人认为,当网红机构在创作和平台控制之间进行协商时,他们很少抵制平台的算法逻辑或协商实践以符合他们的理想,而不是适应平台及其商业模式。本研究将代理商的日常工作置于广告、受众商品化和女性化劳动力的更大历史传统中,为理解网红营销如何塑造当今的社交媒体提供了途径。
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引用次数: 0
Technological affordances, low-power AI, and climate justice among the Ogiek in Kenya’s Mau forest 肯尼亚茂森林中奥吉克人的技术优势、低功耗人工智能和气候正义
IF 5 1区 文学 Q1 COMMUNICATION Pub Date : 2026-01-27 DOI: 10.1177/14614448251413711
L. Lusike Mukhongo, Chad Edwards, Autumn Edwards, Cynthia Klekar Cunningham, Winston Mano, Habeeb Abdulrauf, Abdullah Mohaimen
In regions with unreliable electricity and limited Internet access, low- power AI tools offer scalable solutions for low-bandwidth environments. In Kenya’s Mau Forest, AI-generated SMS messages on low-power feature phones offer possibilities for advancing climate justice for Ogiek Indigenous people. Through interviews, focus group discussions, and direct observation, the study examined how low-power AI SMS systems can be integrated with Indigenous Knowledge to enhance land rights, food security, and climate resilience. While challenges such as electricity, Internet connectivity, and cost of airtime persist, the key drivers for adoption emerged as community trust in co-designed low-power tools, alongside their usability. The study demonstrates the affordances of co- designed, low-power tech in mediating user priorities and underscores data sovereignty as a fundamental expression of indigeneity in reclaiming agency over their digital futures.
在电力不稳定和互联网接入有限的地区,低功耗人工智能工具为低带宽环境提供了可扩展的解决方案。在肯尼亚的Mau森林,低功耗功能手机上的人工智能生成的短信为Ogiek土著人民提供了促进气候正义的可能性。通过访谈、焦点小组讨论和直接观察,该研究考察了如何将低功耗人工智能短信系统与土著知识相结合,以增强土地权、粮食安全和气候适应能力。虽然电力、互联网连接和通话时间成本等挑战依然存在,但社区对共同设计的低功耗工具的信任以及它们的可用性是推动采用的关键因素。该研究展示了共同设计的低功耗技术在协调用户优先级方面的优势,并强调了数据主权是对其数字未来收回代理的原生表达。
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引用次数: 0
Intergroup contact in virtual reality: The influence of avatar identity, social identity, and contact valence on prejudice 虚拟现实中的群体间接触:化身身份、社会身份和接触价对偏见的影响
IF 5 1区 文学 Q1 COMMUNICATION Pub Date : 2026-01-26 DOI: 10.1177/14614448251411262
Jorge Peña, Camren Allen, Jeffrey Tsifan Tseng, Vivian Hsueh Hua Chen, Gabrielle C. Ibasco, Wei Jie Dominic Koek
This study employed virtual reality (VR) to examine how avatar embodiment (self vs stranger), virtual human race (ingroup vs outgroup), and contact valence (positive vs negative) influence intergroup attitudes. US participants ( N = 262) assigned to avatars displaying a stranger’s face, rather than their own, showed greater acceptance of outgroup virtual humans. Perceived identifiability mediated the influence of avatar face on self-other overlap. Social dominance orientation moderated this effect, as mediation was strongest among individuals with average and high scores. Positive contact enhanced self-other overlap with virtual humans, whereas negative contact unexpectedly increased empathy for outgroup members. Ingroup negative contact boosted positive ingroup feelings among participants using avatars that mirrored their own face. Consistent with positive ingroup biases, individuals reported greater positive feelings and empathy toward ingroup members following ingroup (vs outgroup) interactions. The results provided evidence regarding the theoretical mechanisms through which VR contact reduces and boosts prejudice.
本研究运用虚拟实境(VR)检视化身(自我与陌生人)、虚拟人种(内群体与外群体)、接触价(积极与消极)对群体间态度的影响。262名美国参与者(N = 262)被分配到一个展示陌生人面孔的虚拟形象中,而不是他们自己的脸,他们对外群体虚拟人的接受程度更高。感知可识别性在化身面孔对自我-他人重叠的影响中起中介作用。社会优势取向调节了这种效应,因为中等和高分个体的中介作用最强。积极的接触增强了与虚拟人的自我-他人重叠,而消极的接触出人意料地增加了对外部群体成员的同理心。在使用与自己脸相对应的虚拟形象的参与者中,群内消极接触提升了积极的群内感受。与积极的内群体偏见一致,在内群体(与外群体)互动后,个体对内群体成员的积极感受和同理心更强。研究结果为虚拟现实接触减少和增强偏见的理论机制提供了证据。
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引用次数: 0
Beyond textual disinformation: Comparing the effects of textual disinformation to AI-generated and video-based visual disinformation across different issues 超越文本虚假信息:比较文本虚假信息与人工智能生成的和基于视频的视觉虚假信息在不同问题上的影响
IF 5 1区 文学 Q1 COMMUNICATION Pub Date : 2026-01-23 DOI: 10.1177/14614448251409208
Michael Hameleers, Toni van der Meer
Although visual and AI-generated disinformation have been associated with alarming political consequences, we currently lack a clear empirical understanding of the effects of different forms of visual disinformation. Against this background, we rely on a pre-registered experimental study in the United States ( N = 982) in which we exposed participants to various modes of textual and visual disinformation on two different issues: The disappearance of flight MH370 and the Russian invasion of Ukraine. Findings show that, for MH370, there was no difference in credibility between textual, AI-generated, or video-based disinformation. Yet, for the Russian invasion of Ukraine, video-based disinformation was perceived as more credible than textual or image-based disinformation. Our findings indicate that the consequences of visual disinformation are context-bound: Especially in the case of polarizing issues, the out-of-context placement of videos can serve as a plausible form of deceptive evidence.
尽管视觉和人工智能产生的虚假信息与令人担忧的政治后果有关,但我们目前对不同形式的视觉虚假信息的影响缺乏明确的经验认识。在此背景下,我们依赖于美国一项预先注册的实验研究(N = 982),在该研究中,我们让参与者接触到关于两个不同问题的各种文本和视觉虚假信息:MH370航班失踪和俄罗斯入侵乌克兰。研究结果表明,对于MH370,文本、人工智能生成或基于视频的虚假信息在可信度上没有区别。然而,在俄罗斯入侵乌克兰的事件中,人们认为基于视频的虚假信息比基于文本或图像的虚假信息更可信。我们的研究结果表明,视觉虚假信息的后果是受语境限制的:特别是在两极分化的问题中,视频的脱离语境放置可以作为一种貌似合理的欺骗性证据形式。
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引用次数: 0
“A safe, responsible, and profitable ecosystem of music”: Analyzing perceptions and implementation of generative AI in the music industry “一个安全、负责、有利可图的音乐生态系统”:分析音乐产业中生成式人工智能的认知和实施
IF 5 1区 文学 Q1 COMMUNICATION Pub Date : 2026-01-23 DOI: 10.1177/14614448251411526
Raquel Campos Valverde, D Bondy Valdovinos Kaye
This article analyzes music industry discourses about generative AI to understand competing and conflicting views across the industrial field. Our analysis mobilizes primary data from ethnographic fieldwork collected at music trade conferences between 2023 and 2024 and secondary data from trade press, corporate statements, reports published by governments, unions, and trade bodies. Our analysis illuminates tensions and contradictions among protectionist, liberalizing, and conciliatory views toward generative AI. Some corporate actors and public stakeholders advocate for protectionist business policies and “responsible” AI development that foregrounds potential harms of AI. Other corporate actors offer more liberalizing views, encouraging investment, experimentation, and adoption of generative AI systems to cut costs and increase profits. We also note conciliatory positions, mainly from musicians’ unions and trade bodies, trying to find compromises between these two poles. We argue that these contradictions reveal a fundamentally misunderstood notion of universal AI ethics in the music industry.
本文分析了音乐行业关于生成式人工智能的话语,以了解整个行业领域的竞争和冲突观点。我们的分析利用了2023年至2024年间在音乐贸易会议上收集的民族志田野调查的主要数据,以及来自行业出版社、公司声明、政府、工会和贸易机构发布的报告的次要数据。我们的分析阐明了保护主义、自由化和和解主义对生成人工智能的观点之间的紧张和矛盾。一些企业行为者和公众利益相关者提倡保护主义的商业政策和“负责任的”人工智能发展,这凸显了人工智能的潜在危害。其他企业参与者提供了更开放的观点,鼓励投资、实验和采用生成式人工智能系统,以降低成本和增加利润。我们也注意到和解的立场,主要来自音乐家工会和贸易团体,试图在这两个极端之间找到妥协。我们认为,这些矛盾揭示了音乐行业普遍人工智能伦理的根本误解。
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引用次数: 0
Screenshots in human communication research: Protecting privacy in light of law, ethics and user expectations 人类传播研究中的截图:从法律、伦理和用户期望的角度保护隐私
IF 5 1区 文学 Q1 COMMUNICATION Pub Date : 2026-01-23 DOI: 10.1177/14614448251413695
Alexis Shore Ingber
The screenshot feature has offered human communication researchers a way to document participants’ digital lives without technical expertise nor compromising ecological validity. Despite its widespread utility, there have been limited remarks on the perils of the screenshot feature as a methodological tool to capture the digital world. This article reflects on human communication research which has leveraged the screenshot feature. In doing so, I focus on bystanders , or non-consenting participants whose data are implicated by researchers’ use of the screenshot feature. Considering relevant US law, internationally recognized ethics frameworks, and user expectations across digital platforms from which screenshots are collected, this article offers guidelines for researchers and policymakers about usage of and building formal restrictions around the screenshot feature, respectively. I argue usage of the screenshot feature in human communication research must (1) obscure sensitive and extraneous participant data, (2) recognize platform-specific user expectations, and (3) protect bystander privacy.
截图功能为人类交流研究人员提供了一种无需专业技术知识也不会损害生态有效性的方式来记录参与者的数字生活。尽管它有着广泛的用途,但对于截图功能作为一种捕捉数字世界的方法论工具的危险,评论有限。本文对利用截图功能的人类传播研究进行了反思。在这样做的过程中,我关注的是旁观者,或未经同意的参与者,他们的数据被研究人员使用的截图功能所牵连。考虑到相关的美国法律、国际公认的道德框架以及收集截图的数字平台上的用户期望,本文分别为研究人员和政策制定者提供了关于截图功能的使用和建立正式限制的指导方针。我认为在人类交流研究中使用截图功能必须(1)模糊敏感和无关的参与者数据,(2)识别特定平台的用户期望,(3)保护旁观者的隐私。
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引用次数: 0
From hits to unicorns: Venture capital in the videogame industry 从热门到独角兽:电子游戏行业的风险投资
IF 5 1区 文学 Q1 COMMUNICATION Pub Date : 2026-01-21 DOI: 10.1177/14614448251397398
Ben Egliston
This article examines the role of venture capital (VC) in the financialisation of the videogame industry. It analyses investment data to map the political economy of VC in the videogame industry and public-facing industry discourse to explore how VCs frame their investments. Findings show that VC investment is concentrated in scalable, high-growth areas such as mobile gaming, production and distribution infrastructure and emerging technologies like blockchain and AI. Investment is largely early-stage and geographically skewed towards established technology and production hubs. Discursively, VCs position themselves as driving technological innovation and cultural growth, and as playing a key role in shaping the industry’s future. The article contributes to debates on financialisation in the media industries by situating VC as a key (yet underexamined) institutional actor in contemporary game production.
本文将探讨风险资本(VC)在电子游戏产业金融化中的作用。它分析了投资数据,绘制了视频游戏行业中风险投资的政治经济地图,以及面向公众的行业话语,以探索风险投资如何构建他们的投资框架。调查结果显示,风险投资集中在可扩展的高增长领域,如移动游戏、生产和分销基础设施,以及区块链和人工智能等新兴技术。投资大多处于早期阶段,而且在地理上倾向于成熟的技术和生产中心。从话语上讲,风投将自己定位为推动技术创新和文化发展,并在塑造行业未来方面发挥关键作用。这篇文章通过将风险投资定位为当代游戏制作中的关键(但未被充分审视的)制度参与者,为媒体行业的金融化辩论做出了贡献。
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引用次数: 0
Aspiring toward decency: Collectively and creatively appropriating information communication technology in Havana 追求体面:哈瓦那集体创造性地利用信息通信技术
IF 5 1区 文学 Q1 COMMUNICATION Pub Date : 2026-01-21 DOI: 10.1177/14614448251411264
Michaelanne Thomas, Sylvia Darling
We examine how people collectively and creatively appropriate information communication technology (ICT) in Havana, Cuba, to navigate persistent scarcity and pursue a more stable life. Drawing on interviews and ethnographic data, we center resolver —an emic term for both an informal acquisition process and a problem-solving mindset—as a dynamic, collective strategy. This practice underpins aspirations for a “decent” life, locally understood as adequacy, stability, and solidarity. Our findings show ICT appropriation is deeply intertwined with evolving moral judgments and solidarity, requiring continual negotiation of legality, necessity, and communal values. Rather than uniformly empowering, ICT use mediates inclusion and exclusion, highlighting new forms of inequality. By theorizing resolver as a recursive and context-dependent process, we provide an analytical lens for examining how digital technologies shape aspirations, collective life, and the boundaries of decency in resource-constrained environments.
我们研究了古巴哈瓦那的人们如何集体和创造性地利用信息通信技术(ICT)来应对持续的资源短缺,追求更稳定的生活。根据访谈和人种学数据,我们将解决者——非正式获取过程和解决问题心态的专有术语——作为一种动态的集体策略。这种做法巩固了人们对“体面”生活的渴望,在当地,这种生活被理解为充足、稳定和团结。我们的研究结果表明,信息通信技术的挪用与不断发展的道德判断和团结紧密相连,需要对合法性、必要性和公共价值观进行持续的谈判。信息通信技术的使用不是统一地增强权能,而是调解包容和排斥,突出了新形式的不平等。通过将解决方案理论化为一个递归和上下文相关的过程,我们为研究数字技术如何在资源受限的环境中塑造愿望、集体生活和体面的界限提供了一个分析视角。
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引用次数: 0
Reaching a larger audience: Content-related strategies of the far right on VK 扩大受众:VK上极右翼的内容相关策略
IF 5 1区 文学 Q1 COMMUNICATION Pub Date : 2026-01-21 DOI: 10.1177/14614448251413141
Veronika Borovinski
The recent global rise of far-right ideologies has been accompanied by the normalization of these ideas in online communication. However, little is known about the strategies employed by the far right to drive this trend, particularly outside Western countries and major platforms. This study addresses these gaps by conducting a systematic content analysis of far-right content on VK (VKontakte), the most widely used Russian social network, to examine the content’s characteristics that facilitate the mainstreaming of the far right. Findings indicate that far-right actors leverage agenda-setting mechanisms and adopt news-like formats to embed xenophobic and exclusionary narratives within the broader mainstream Russian discourse. This study contributes to research on far-right content-related strategies and the interplay between non-Western contexts, digital affordances, and far-right communication in less regulated online spaces.
最近全球极右翼意识形态的崛起伴随着这些思想在网络交流中的正常化。然而,人们对极右势力推动这一趋势的策略知之甚少,特别是在西方国家和主要平台之外。本研究通过对俄罗斯最广泛使用的社交网络VK (VKontakte)上的极右翼内容进行系统的内容分析来解决这些差距,以检查促进极右翼主流化的内容特征。研究结果表明,极右翼行动者利用议程设置机制,采用类似新闻的形式,将仇外和排他性叙事嵌入更广泛的俄罗斯主流话语中。本研究有助于研究与极右内容相关的策略,以及非西方背景、数字支持和监管较少的在线空间中极右交流之间的相互作用。
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引用次数: 0
The Tate-space on YouTube: Ambient ideology and the limits of platform moderation YouTube上的状态空间:环境意识形态和平台节制的限制
IF 5 1区 文学 Q1 COMMUNICATION Pub Date : 2026-01-12 DOI: 10.1177/14614448251409209
Bernhard Rieder, Bastian August, Brogan Latil
This article investigates the persistence and transformation of Andrew Tate’s presence on YouTube following the removal of his official channels in August 2022. Combining two empirical approaches—a small-scale analysis of top-ranked videos from YouTube search results in 2022 and 2024, and a large-scale data set of over 112k videos—we examine how Tate-related content continues to circulate and how the platform moderates such material. Our findings show that Tate remains highly visible through a diffuse and decentralized network of actors who repackage his messaging into interviews, remixes, and YouTube-native formats. This configuration produces what we term the “Tate-space”: an ambient ideological environment where motivational rhetoric, aspirational masculinity, and far-right talking points converge. We find that YouTube’s substantial moderation efforts are outpaced by the speed and scale of recommendation-driven circulation and that deplatforming, while symbolically significant, fails to disrupt the cultural and logistical dynamics that sustain Tate’s influence.
本文调查了Andrew Tate的官方频道在2022年8月被删除后,他在YouTube上的存在的持久性和转变。结合两种实证方法——对2022年和2024年YouTube搜索结果中排名最高的视频进行小规模分析,以及超过11.2万视频的大规模数据集——我们研究了与国家相关的内容如何继续传播,以及该平台如何缓和此类材料。我们的研究结果表明,通过一个分散的演员网络,Tate仍然高度可见,这些演员将他的信息重新打包成采访、混音和youtube原生格式。这种结构产生了我们所说的“国家空间”:一种周围的意识形态环境,在这里,激励性的修辞、有抱负的男子气概和极右翼的谈话点汇聚在一起。我们发现,YouTube的大量节制努力被推荐驱动的发行量的速度和规模所超越,去平台化虽然具有象征意义,但未能破坏维持泰特影响力的文化和物流动态。
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引用次数: 0
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