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Memory inception through gaze-contingent message exposure: using virtual reality to study media influence 通过注视偶然信息暴露的记忆inception:利用虚拟现实研究媒体影响
IF 7.9 1区 文学 Q1 COMMUNICATION Pub Date : 2025-11-20 DOI: 10.1093/joc/jqaf048
Hee Jung Cho, Sue Lim, Miriya Saenz, Ralf Schmälzle
Media messages shape our knowledge about the world, but measuring individual exposure and attention remains challenging. Emerging media offer a solution to studying message reception in simulated real-world environments, which may soon become the actual media environments in which we encounter messages. Here, we utilized virtual reality (VR) and eye-tracking to investigate message processing in a realistic virtual city environment populated with billboards. We introduced an inception-style manipulation where billboards initially overlooked by participants were covertly reintroduced based on real-time gaze tracking. Our findings show this algorithmic manipulation, undetected by participants, significantly boosted message memory retention for the targeted messages. This study reveals a path of media influence, demonstrating how undetected algorithmic manipulations can shape individual and collective memory. The findings carry practical and theoretical implications for diverse communication contexts, from advertising and public health to political messaging in the emerging metaverse ecosystem.
媒体信息塑造了我们对世界的认识,但衡量个人的曝光率和注意力仍然具有挑战性。新兴媒体为在模拟的真实世界环境中研究信息接收提供了一种解决方案,这种环境可能很快成为我们遇到信息的真实媒体环境。在这里,我们利用虚拟现实(VR)和眼动追踪来研究在一个充满广告牌的现实虚拟城市环境中的信息处理。我们引入了一种初始风格的操作,在这种操作中,最初被参与者忽略的广告牌基于实时凝视跟踪被秘密地重新引入。我们的研究结果表明,这种算法操作在参与者未察觉的情况下,显著提高了目标信息的记忆保留。这项研究揭示了媒体影响的路径,展示了未被发现的算法操纵如何塑造个人和集体记忆。这些发现对新兴的虚拟生态系统中的广告、公共卫生和政治信息等各种交流环境具有实践和理论意义。
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引用次数: 0
Temporal dynamics of media and communication processes: a review of theories and meta-analysis of empirical studies 媒介与传播过程的时间动态:理论回顾与实证研究的元分析
IF 7.9 1区 文学 Q1 COMMUNICATION Pub Date : 2025-11-09 DOI: 10.1093/joc/jqaf044
Shan Xu, Wenbo Li, Yani Zhao, Michael D Slater
This study synthesized research from 4 theoretical frameworks that explicitly conceptualize media and communication as dynamic processes over time, emphasizing reciprocal and self-causing effects. A meta-analysis of 223 effect sizes from 103 studies supported the presence of both reciprocal and self-causing relationships, suggesting their robustness as communication phenomena. Time lag moderated self-causing effects, such that longer intervals weakened these effects. Longer lags attenuating the influence of media/communication on subsequent outcomes approached but did not reach statistical significance, and did not significantly alter the reverse pathway. Exploratory moderation analyses showed that effect sizes varied by audience age, analytic methods, topic areas, and media types. Findings highlight the importance of time lag specification in studying dynamic media effects.
本研究综合了4个理论框架的研究,这些理论框架明确地将媒体和传播概念化为随时间推移的动态过程,强调相互作用和自致效应。一项来自103项研究的223个效应量的荟萃分析支持了相互关系和自致关系的存在,表明它们作为交流现象的稳健性。时间滞后缓和了自致效应,因此较长的间隔会削弱这些效应。较长的滞后减弱媒体/传播对后续结果的影响接近但没有达到统计学意义,并且没有显著改变反向路径。探索性调节分析显示,效应大小因受众年龄、分析方法、主题领域和媒体类型而异。研究结果强调了时间滞后规范在研究动态介质效应中的重要性。
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引用次数: 0
Supportive message evaluation across multiple time-scales 跨多个时间尺度的支持性信息评估
IF 7.9 1区 文学 Q1 COMMUNICATION Pub Date : 2025-09-28 DOI: 10.1093/joc/jqaf041
Graham D Bodie, Miriam Brinberg, Susanne Jones, Denise H Solomon, Nilam Ram
This study proposes and tests five temporally explicit models of message evaluation derived from work on supportive communication. Although most empirical work in this area is based on a limited number of time-scales (temporal isolation of messages or temporal aggregation of conversations), theories that direct that work have the potential to make much more sophisticated predictions of how supportive messages, and the conversations within which they occur, are evaluated. Using data produced by pairs of friends who engaged in 5-min supportive conversations, we articulated a series of theoretically informed models that examined how type, accumulation, and timing of conversational moves impacted how disclosers evaluated the supportiveness of the statements made throughout the conversation (evaluated by the discloser using video-assisted recall) and how they felt after the conversation. Results confirmed that (a) evaluations made throughout a conversation are related to post-conversation reports of supportiveness and emotional improvement, (b) different types of speaking acts are generally not differentially supportive, and (c) timing of some speaking acts matters—altogether suggesting we pay more attention to how we conceptualize and measure time in studies of enacted support.
本研究提出并测试了五个时间显式的信息评估模型,这些模型来源于支持性沟通的研究。虽然这一领域的大多数实证工作都是基于有限的时间尺度(信息的时间隔离或对话的时间聚合),但指导这项工作的理论有可能对如何评估支持性信息及其发生的对话做出更复杂的预测。通过对参与5分钟支持性对话的朋友所产生的数据,我们阐述了一系列理论信息模型,这些模型研究了对话动作的类型、积累和时间如何影响披露者如何评估整个对话中所做陈述的支持性(由披露者使用视频辅助回忆进行评估)以及他们在对话后的感受。结果证实:(a)在整个谈话过程中所做的评估与谈话后对支持性和情绪改善的报告有关;(b)不同类型的说话行为通常没有差异的支持;(c)一些说话行为的时间很重要——总的来说,我们应该更多地关注如何在制定支持的研究中概念化和测量时间。
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引用次数: 0
The cosmopolitan imagination: a call for global communication studies 世界性的想象:对全球传播学研究的呼唤
IF 7.9 1区 文学 Q1 COMMUNICATION Pub Date : 2025-09-25 DOI: 10.1093/joc/jqaf043
Silvio Waisbord
In this presidential address, I make a call to embrace a cosmopolitan imagination. I understand the cosmopolitan imagination as an intellectual vision that recognizes and embraces a global consciousness—the presence and the contributions of scholars from around the world. It is a vision that encourages us to act as members of a global community of communication scholars. I outline why this vision is necessary to further develop and strengthen such a community, and discuss challenges for such a vision given long-standing global, structural disparities as well as the assault on academic freedom.
在这次总统演讲中,我呼吁拥抱世界主义的想象力。我把世界主义想象理解为一种认识并接受全球意识的知识视野——来自世界各地的学者的存在和贡献。这一愿景鼓励我们成为全球传播学者社区的一员。我概述了为什么这一愿景对于进一步发展和加强这样一个社区是必要的,并讨论了鉴于长期存在的全球结构性差异以及对学术自由的攻击,这一愿景面临的挑战。
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引用次数: 0
The (in)efficacy of AI personas in deception detection experiments 人工智能人物角色在欺骗检测实验中的有效性
IF 7.9 1区 文学 Q1 COMMUNICATION Pub Date : 2025-09-07 DOI: 10.1093/joc/jqaf034
David M Markowitz, Timothy R Levine
Artificial intelligence (AI) has recently been used to aid in deception detection and to simulate human data in social scientific research. Thus, it is important to consider how well these tools can inform both enterprises. We report 12 studies, accessed through the Viewpoints.ai research platform, where AI (gemini-1.5-flash) made veracity judgments of humans. We systematically varied the nature and duration of the communication, modality, truth-lie base rate, and AI persona. AI performed best (57.7%) when detecting truths and lies involving feelings about friends, although it was notably truth-biased (71.7%). However, in assessing cheating interrogations, AI was lie-biased by judging more than three-quarters of interviewees as cheating liars. In assessing interviews where humans perform at rates over 70%, accuracy plummeted to 15.9% with an ecological base-rate. AI yielded results different from prior human studies and therefore, we caution using certain large language models for lie detection.
人工智能(AI)最近被用于辅助欺骗检测和模拟社会科学研究中的人类数据。因此,重要的是要考虑这些工具如何很好地通知两个企业。我们报告了12项研究,通过视点访问。ai研究平台,由ai (gemini-1.5-flash)对人类进行准确性判断。我们系统地改变了交流的性质和持续时间、方式、真相-谎言基准率和人工智能角色。人工智能在识别涉及对朋友感情的真假时表现最好(57.7%),尽管它明显偏向于真相(71.7%)。然而,在评估作弊审讯时,人工智能对谎言有偏见,它将超过四分之三的受访者判断为撒谎者。在评估人类成功率超过70%的访谈时,准确率在生态基础率下暴跌至15.9%。人工智能产生的结果与之前的人类研究不同,因此,我们警告使用某些大型语言模型进行测谎。
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引用次数: 0
Are partisan, unreliable, digital-born, and mass-oriented media more likely to thrive on social media? Comparing four information ecosystems 党派化的、不可靠的、数字化的、面向大众的媒体更有可能在社交媒体上茁壮成长吗?四种信息生态系统的比较
IF 7.9 1区 文学 Q1 COMMUNICATION Pub Date : 2025-09-03 DOI: 10.1093/joc/jqaf035
Tian Yang, Xuzhen Yang, Yilang Peng, Subhayan Mukerjee
Social media platforms form information ecosystems distinct from the Web and reconfigure power relationships, especially the distribution of visibilities, among news media. We developed a theoretical framework based on structuration theory to explain the differences between the Web and social media, and investigated four prominent factors: institutional legacy, information reliability, ideological differences, and news inequalities. This study collected social media data from three platforms (Facebook, Twitter, and YouTube; N = 8.4 million posts), web traffic data, and an information reliability index for 766 media outlets in the USA. We investigated how four factors explained differences between the platforms and the Web: media outlets that were digital-born (compared to newspapers), partisan, and mass-oriented gained greater visibilities on platforms relative to their web traffic. Meanwhile, the three platforms displayed differences. For example, only Twitter showed significantly increased visibilities of unreliable sources. Our multiplatform research design demonstrates the impact of platformization on journalism.
社交媒体平台形成了不同于网络的信息生态系统,并重新配置了新闻媒体之间的权力关系,尤其是知名度的分布。我们建立了一个基于结构理论的理论框架来解释网络和社交媒体之间的差异,并研究了四个突出的因素:制度遗产、信息可靠性、意识形态差异和新闻不平等。本研究收集了美国766家媒体的三个平台(Facebook、Twitter和YouTube; N = 840万个帖子)的社交媒体数据、网络流量数据和信息可靠性指数。我们调查了四个因素如何解释平台和网络之间的差异:数字媒体(与报纸相比),党派和大众导向的媒体相对于其网络流量在平台上获得了更高的知名度。同时,三个平台也表现出了差异。例如,只有Twitter显示不可靠来源的可见性显著增加。我们的多平台研究设计展示了平台化对新闻业的影响。
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引用次数: 0
Nudges for news recommenders: prominent article positioning increases selection, engagement, and recall of environmental news, but reducing complexity does not 推动新闻推荐:突出的文章定位增加了环境新闻的选择、参与和回忆,但降低复杂性却没有
IF 7.9 1区 文学 Q1 COMMUNICATION Pub Date : 2025-08-25 DOI: 10.1093/joc/jqaf019
Nicolas Mattis, Lucien Heitz, Philipp K Masur, Judith Moeller, Wouter van Atteveldt
News aggregators inherently constitute choice architectures in which placement and presentation of news articles in the user interface affect how people perceive and engage with them. Accordingly, deliberate changes of a news aggregators’ choice architecture may nudge engagement. Against this background, our study aims to test the effects of 2 nudges, namely a position and an accessibility nudge, on (a) the selection of, (b) the engagement with, and (c) learning from environmental news articles by means of a 7-day field experiment using a news aggregator app in the United Kingdom. Results suggest that prominent article positioning coupled with visual highlighting significantly increases the selection of environmental news, its reading time and recall of information. In contrast, automated rewriting of environmental articles for lower text complexity had no significant effects. Additional analyses indicate that neither nudge backfired by decreasing user satisfaction, thus suggesting the practical usability of our approach.
新闻聚合器本质上构成了选择架构,在这个架构中,新闻文章在用户界面中的位置和呈现会影响人们对新闻的感知和参与。因此,有意改变新闻聚合器的选择架构可能会推动用户参与。在此背景下,我们的研究旨在通过在英国使用新闻聚合应用程序进行为期7天的现场实验,测试两种推动(即位置推动和可访问性推动)对(a)选择、(b)参与和(c)从环境新闻文章中学习的影响。结果表明,突出的文章定位加上视觉高亮显著增加了环境新闻的选择、阅读时间和信息回忆。相比之下,自动重写环境文章以降低文本复杂性没有显著影响。额外的分析表明,这两种推动都没有降低用户满意度,从而表明我们的方法的实际可用性。
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引用次数: 0
Fusing theory-guided machine learning and bio-sensing: considering time in how children learn science from dynamic multimedia 融合理论引导的机器学习和生物传感:考虑儿童如何从动态多媒体学习科学的时间
IF 7.9 1区 文学 Q1 COMMUNICATION Pub Date : 2025-08-12 DOI: 10.1093/joc/jqaf036
Jason C Coronel, Matthew Sweitzer, James Alex Bonus, Rebecca Dore, Blue Lerner
A new era of message processing research will emerge from the convergence of powerful machine learning algorithms with dynamic data from everyday devices equipped with biological sensors. Our study takes critical steps into this era by integrating theory-guided artificial neural networks with eye movements to understand how people learn science concepts from dynamic multimedia. Essential to our theory-guided machine learning approach is a cognitive conceptualization of time as the dynamic interdependence between past and new information that guides how multimedia is attended to and understood. We tracked the eye movements of 197 children as they watched an educational video. We trained two neural network architectures differing in theory guidance to predict learning outcomes using eye movements. The theory-guided architecture, which considered the temporal interdependence of information, yielded more accurate out-of-sample predictions. Our work advances the use of theory-guided machine learning and the development of systems that monitor real-time learning.
强大的机器学习算法与配备生物传感器的日常设备的动态数据相结合,将出现一个信息处理研究的新时代。我们的研究通过将理论指导的人工神经网络与眼球运动结合起来,了解人们如何从动态多媒体中学习科学概念,从而迈出了进入这个时代的关键一步。我们的理论指导机器学习方法的关键是对时间的认知概念化,即过去和新信息之间的动态相互依存关系,指导如何关注和理解多媒体。我们追踪了197名儿童在观看教育视频时的眼球运动。我们训练了两种理论指导不同的神经网络架构来预测使用眼球运动的学习结果。理论指导的体系结构考虑了信息的时间依赖性,产生了更准确的样本外预测。我们的工作促进了理论指导机器学习的使用和监控实时学习系统的开发。
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引用次数: 0
Anticolonialism and qualitative methods for culture-centered interventions 以文化为中心的干预的反殖民主义和定性方法
IF 7.9 1区 文学 Q1 COMMUNICATION Pub Date : 2025-07-22 DOI: 10.1093/joc/jqaf021
Mohan Jyoti Dutta, Ambar Basu, Satveer Kaur-Gill, Debalina Dutta, Mahuya Pal, Iccha Basnyat, Selina Metuamate, Venessa Pokaia, Phoebe Elers, Indranil Mandal, Rabindranath Mandi, Pankaj Baskey, Devalina Mookerjee, Shaunak Sastry, Jaime Robb, Andrew Carter
In this essay, we a collective of Indigenous, Black, and migrant Global South scholars engaged in experiments with the culture-centered approach (CCA) draw on our lived experiences amidst struggles against land grab, neoliberal extractivism, and capitalist exploitation to outline a framework for qualitative methods as anticolonial politics. We begin by exploring the interplays of colonialism, imperialism, and racial capitalism that have shaped the origins and uses of qualitative methods toward serving extractive agendas of global capital. This critique serves as the basis for outlining the key principles of the CCA, turning to voice, storytelling, and embodied action as the basis for situating qualitative methods amidst anticolonial struggles that resist settler colonialism and extractive neoliberal neocolonialism. Through our review of diverse culture-centered interventions, we explore the roles of voice infrastructures in anticolonial resistance, outlining the contribution made by the CCA to decolonizing research methods by offering a theoretical-methodological framework for communication interventions for social justice.
在这篇文章中,我们一群土著、黑人和移民全球南方学者参与了以文化为中心的方法(CCA)的实验,利用我们在反对土地掠夺、新自由主义榨取主义和资本主义剥削的斗争中的生活经验,勾勒出一个定性方法作为反殖民政治的框架。我们首先探索殖民主义、帝国主义和种族资本主义的相互作用,这些相互作用塑造了定性方法的起源和使用,以服务于全球资本的采掘议程。这一批评是概述CCA关键原则的基础,将声音、故事和具体行动作为在反殖民主义斗争中定位定性方法的基础,这些斗争反对定居者殖民主义和掠夺性新自由主义新殖民主义。通过对各种以文化为中心的干预措施的回顾,我们探讨了语音基础设施在反殖民抵抗中的作用,概述了CCA对非殖民化研究方法的贡献,为社会正义的传播干预提供了理论方法框架。
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引用次数: 0
What is a trend? 什么是趋势?
IF 7.9 1区 文学 Q1 COMMUNICATION Pub Date : 2025-07-15 DOI: 10.1093/joc/jqaf029
Devon Powers
Trends are a common feature in the contemporary media and cultural environment as well as media and communication research. Yet trends remain undertheorized. This article seeks to address this gap. Rather than just a synonym for shift or change, I define trend as a temporally bounded, dynamic pattern of observable change and argue that such a concept deserves greater prominence within the study of media and communication. In addition to this definition, I theorize trends by characterizing the trend’s key features, exploring its relationship to media, and mapping its connection to questions that animate media and communication research. The case of “brat summer” of 2024 is offered as an exemplary case from which trend’s core features may be discerned. The article’s primary contribution is to advance the trend as a central concept through which communication and media studies researchers may think more comprehensively and critically about change.
趋势是当代媒体与文化环境以及媒体与传播研究的共同特征。然而,趋势仍未得到充分的理论解释。本文试图解决这一差距。我将趋势定义为可观察到的变化的一种有时间界限的动态模式,而不仅仅是转变或变化的同义词,并认为这样的概念在媒体和传播的研究中应该得到更大的重视。除了这个定义之外,我还通过描述趋势的主要特征,探索其与媒体的关系,并将其与推动媒体和传播研究的问题联系起来,将趋势理论化。本文以2024年“臭小子之夏”为例,从中可以看出趋势的核心特征。这篇文章的主要贡献是将趋势作为一个中心概念推进,通过这个概念,传播和媒体研究人员可以更全面、更批判性地思考变化。
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引用次数: 0
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Journal of Communication
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