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Consumer Trust in AI–Human News Collaborative Continuum: Preferences and Influencing Factors by News Production Phases 人工智能-人类新闻协同连续体中的消费者信任:新闻生产阶段偏好及其影响因素
Pub Date : 2023-09-11 DOI: 10.3390/journalmedia4030061
Steffen Heim, Sylvia Chan-Olmsted
AI has become increasingly relevant to the media sector, especially for news media companies considering the integration of this technology into their production processes. While the application of AI promises productivity gains, the impact on consumers’ perceptions of the resulting news and the level of AI integration accepted by the market has not been well studied. Our research focused on the analysis of news consumers’ preferred level of AI integration, AI news trust, and AI news usage intentions linked to the application of the technology in the discovery/information-gathering and writing/editing phases. By connecting a comprehensive set of factors influencing the perception of news and AI, we approached this gap through structural equation modeling, presenting an overview of consumers’ responses to AI integration into news production processes. Our research showed that while participants generally prefer lower levels of AI integration into both phases of production, news trust and usage intention can even increase as AI enters the production process—as long as humans remain in the lead. These findings provide researchers and news media managers with a first overview of consumers’ responses to news production augmentation and its implications for news perception in the market.
人工智能与媒体行业的关系越来越密切,特别是对于那些考虑将这项技术整合到生产流程中的新闻媒体公司。虽然人工智能的应用有望提高生产率,但对消费者对由此产生的新闻的看法以及市场接受的人工智能整合水平的影响尚未得到很好的研究。我们的研究重点是分析新闻消费者对人工智能集成的偏好水平、人工智能新闻信任,以及与发现/信息收集和写作/编辑阶段的技术应用相关的人工智能新闻使用意图。通过将影响新闻和人工智能感知的一系列综合因素联系起来,我们通过结构方程建模来解决这一差距,概述了消费者对人工智能融入新闻生产过程的反应。我们的研究表明,尽管参与者普遍倾向于在两个生产阶段都采用较低水平的人工智能,但随着人工智能进入生产过程,新闻信任和使用意愿甚至会增加——只要人类保持领先地位。这些发现为研究人员和新闻媒体管理者提供了消费者对新闻生产增加的反应及其对市场新闻感知的影响的初步概述。
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引用次数: 0
Love, Like or Angry in Times of COVID-19? Analysing News Brands’ Audience Engagement on Facebook Amidst a Pandemic COVID-19时代的爱,喜欢还是愤怒?分析大流行时期新闻品牌在Facebook上的用户参与度
Pub Date : 2023-09-05 DOI: 10.3390/journalmedia4030060
Jonathan Hendrickx, Annelien Van Remoortere, M. Opgenhaffen
As an integral part of their online strategies and business models, news outlets diffuse their online content on social media platforms such as Facebook to increase traffic. They thereby succumb to the contingencies and constraints of third platforms infamous for their sudden changes in algorithms. In this article, we assess engagement patterns of 140,359 Facebook posts of 17 Belgian news brands between March 2020 and 2021. We map out differences in audience engagement of news outlets’ Facebook posts related and unrelated to the COVID-19 pandemic and differences between mainstream and alternative news outlets. We find that COVID-19-related posts generate more engagement and more so for mainstream media than for alternative media outlets.
作为其在线战略和商业模式的组成部分,新闻媒体在Facebook等社交媒体平台上传播其在线内容以增加流量。因此,它们屈服于因算法突然变化而臭名昭著的第三方平台的偶然性和约束。在本文中,我们评估了2020年3月至2021年期间17个比利时新闻品牌的140359个Facebook帖子的参与模式。我们绘制了新闻媒体在Facebook上发布的与新冠肺炎疫情相关和无关的帖子的受众参与度差异,以及主流新闻媒体和另类新闻媒体之间的差异。我们发现,与covid -19相关的帖子吸引了更多的参与,主流媒体的参与度高于替代媒体。
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引用次数: 0
The ‘Confessional’ Voice in Food Journalism: Decentring Narratives in the Whetstone Radio Collective 食品新闻中的“忏悔”声音:wheetstone电台集体的分散叙事
Pub Date : 2023-08-24 DOI: 10.3390/journalmedia4030059
Lucía Vodanovic, Janani Venkateswaran
This article discusses the use of personal narratives in food media and journalism with a particular focus on podcasting. It situates the research amongst the abundance of lived experiences both in food content and in podcasting, two spaces that have been regarded as providers of the intimacy required to challenge impartiality practices in journalism. Given that the growth of podcasting has arguably failedto include enough non-mainstream voices, our primary research is based on four series of the Whetstone Radio Collective, a media organisation that aims to tell the stories of marginalised communities. Using content and thematic analysis, it establishes that the innovative use of first-person narratives of the hosts—who are overwhelming people of colour and embody stories of migration and displacement that mirror the food stories—is accompanied by conventional journalistic sourcing of experts who are already established voices based in the Global North. A recentring agenda is most obvious when it reclaims histories such as that of black farmers in the US, when it situates the consumption of foods as part of the global trade that drove the colonial project, or when it delves into and criticises foodways such as the social architecture of kitchens.
本文讨论了个人叙事在食品媒体和新闻中的应用,特别关注播客。它将研究置于食物内容和播客中丰富的生活经验中,这两个空间被认为是挑战新闻公正实践所需的亲密关系的提供者。鉴于播客的增长可能没有包括足够多的非主流声音,我们的主要研究是基于wheetstone Radio Collective的四个系列,这是一个旨在讲述边缘化社区故事的媒体组织。通过内容和主题分析,它确立了主持人的第一人称叙事的创新使用——他们是压倒性的有色人种,体现了移民和流离失所的故事,反映了食物故事——伴随着传统的新闻来源,专家们已经在全球北方建立了声音。当它回顾美国黑人农民的历史时,当它将食物消费置于推动殖民项目的全球贸易的一部分时,或者当它深入研究和批评食物方式(如厨房的社会结构)时,重新聚焦的议程是最明显的。
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引用次数: 0
The Struggle for News Value in the Digital Era 数字时代的新闻价值之争
Pub Date : 2023-08-22 DOI: 10.3390/journalmedia4030058
Tony Harcup
News has long been a contested concept but in the digital era it has become increasingly fractured and multidimensional. This discursive article explores some of the ways in which the news has been disrupted by technological and economic tensions and argues that the social value of news is worth articulating and, where necessary, struggling for. News values have never been universal or unproblematic, and the tension between commercial and social ways of valuing news is intensified today. News values are not fixed and must be open to critique as to how they are meeting citizens’ needs. Societally useful news may be at risk of being marginalized as news organizations struggle to survive, but it is not inevitable that disruption and digitization should undermine journalistic ethics and the social value of news. In arguing that scholars ought to approach news more holistically, to defend it as well as critique it, the article attempts to synthesize what typically appears as discrete approaches to studying news. The article concludes that, if the social value of news is not to suffer further diminution, there is a need to view news through a lens of struggle; a struggle in which journalists, audiences, scholars and, indeed, all citizens have a part to play.
长期以来,新闻一直是一个有争议的概念,但在数字时代,它变得越来越断裂和多维。这篇论述性的文章探讨了新闻被技术和经济紧张局势扰乱的一些方式,并认为新闻的社会价值值得阐明,并在必要时为之奋斗。新闻价值从来就不是普遍的或没有问题的,今天,商业和社会评价新闻的方式之间的紧张关系加剧了。新闻的价值不是固定不变的,对于它们如何满足公民的需求,必须接受批评。随着新闻机构的生存挣扎,对社会有用的新闻可能面临被边缘化的风险,但颠覆和数字化破坏新闻伦理和新闻的社会价值并非不可避免。在论证学者应该更全面地对待新闻,既捍卫新闻又批判新闻的过程中,文章试图综合研究新闻的典型方法。文章的结论是,如果新闻的社会价值不遭受进一步的削弱,就需要通过斗争的镜头来看待新闻;在这场斗争中,记者、观众、学者乃至所有公民都可以发挥作用。
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引用次数: 0
Correction: Yang (2023). Sentiment and Storytelling: What Affect User Experience and Communication Effectiveness in Virtual Environments? Journalism and Media 4: 30–41 更正:杨(2023)。情感和叙事:虚拟环境中影响用户体验和沟通效果的因素?新闻与媒体4:30-41
Pub Date : 2023-08-14 DOI: 10.3390/journalmedia4030057
Shuran Yang
This sentence is meant to explain the result of Video 2 [...]
这句话是为了解释视频2的结果[…]
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引用次数: 0
Shortage of General Practitioners as a Topic in the Media—A Systematic Content-Related Analytical Study on Depiction Patterns (Frames) in News Media Coverage in the Federal Republic of Germany 全科医生短缺作为媒体的话题——德意志联邦共和国新闻媒体报道中描述模式(框架)的系统内容分析研究
Pub Date : 2023-08-10 DOI: 10.3390/journalmedia4030056
Julian Wangler, M. Jansky
The shortage of general practitioners (GPs) and the fact that country doctors’ practices are vanishing—a situation that is currently taking a turn for the worse in some regions of Germany—are issues that have been dealt with in the media as a topic of specific discussion for some time now. In the process, news coverage is dominated by certain depiction patterns, referred to as frames, which are shaped in terms of textual and visual impact. The present explorative study addresses the questions of which media depiction and interpretation patterns (frames) are encountered on the shortage of general practitioners in news coverage in the Federal Republic of Germany and how general practitioners, the circumstances, and the benefits of their care are presented in this context. In the course of a search via the Lexis Nexis database, a total of 655 news items were found or selected that mainly deal with the shortage of general practitioners (period from 1 January 2017 to 31 December 2022). Furthermore, the media libraries of the two public television broadcasters ARD and ZDF were specifically searched for documentaries on the shortage of general practitioners for the said period. A qualitative content analysis was subsequently performed, in which characteristic reporting patterns on the topic under consideration were identified based on frame-defining categories. Five frames could be identified that outline the shortage of general practitioners in different ways. The first three frames present the dominant image of GPs as highly stressed, aged, or frustrated primary care providers who attempt to keep their practice going for as long as possible despite their increasing stress levels. The other frames portray the phenomenon of the shortage of GPs, in particular, as a side effect of demographic and structural changes, discuss the (diminishing) appeal of the profession of a general practitioner, or discuss the issue of remote areas that no longer have access to a GP practice and now receive ‘alternative solutions’. The frames identified reflect societal views and anxieties regarding the consequences of a progressive shortage of GPs, which have been spurred on by the media. They reflect the significance of the GP as a trustworthy and competent primary care provider who is not readily replaceable, neither in his/her role as a guide in the healthcare system nor with regard to his social function.
全科医生(gp)的短缺和乡村医生的实践正在消失的事实——这种情况目前在德国的一些地区正在恶化——是媒体已经处理了一段时间的问题,作为一个具体讨论的话题。在这个过程中,新闻报道被某些描述模式所主导,这些模式被称为框架,这些框架是根据文本和视觉冲击来塑造的。目前的探索性研究解决了媒体描述和解释模式(框架)在德意志联邦共和国新闻报道中遇到的全科医生短缺问题,以及如何在这种背景下呈现全科医生、情况和他们的护理益处。在Lexis Nexis数据库的搜索过程中,共发现或选择了655条新闻,主要涉及全科医生短缺问题(从2017年1月1日至2022年12月31日)。此外,还专门搜索了两家公共电视广播公司ARD和ZDF的媒体图书馆,寻找关于上述时期全科医生短缺的纪录片。随后进行了定性内容分析,其中根据框架定义类别确定了所审议专题的特征报告模式。可以确定五个框架,以不同的方式概述全科医生的短缺。前三个框架呈现的全科医生的主要形象是高度紧张,年老,或沮丧的初级保健提供者,他们试图保持他们的做法,尽管他们的压力水平增加尽可能长。其他框架描述了全科医生短缺的现象,特别是作为人口和结构变化的副作用,讨论了全科医生职业的吸引力(减少),或者讨论了不再有全科医生实践的偏远地区的问题,现在接受了“替代解决方案”。所确定的框架反映了社会对全科医生日益短缺的后果的看法和焦虑,这是由媒体推动的。它们反映了全科医生作为值得信赖和有能力的初级保健提供者的重要性,无论是在他/她作为医疗保健系统的向导的角色还是在他的社会功能方面,他/她都是不可替代的。
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引用次数: 0
Towards Infocracy: The Fate of Journalism from the News Product to the Crisis of the Public Sphere 走向信息政治:从新闻产品到公共领域危机的新闻命运
Pub Date : 2023-08-07 DOI: 10.3390/journalmedia4030055
G. Buoncompagni
In the digital age, the concept of news relevance seems to be fraying, and the activity of selecting what is considered most important collides with much more complex problems of defining meaning, caused by less compact and coherent visions of the world. If it becomes increasingly difficult to arrive at a shared understanding of what is relevant, important, and interesting for the public to know, as worldviews and benchmarks proliferate, then the only possible measure seems to be to reward what is popular, what is successful, and what produces market-driven journalism. This is an example of what then led to the definition of so-called public journalism, a form of journalism that is attentive to the demands of the public and willing to give more space to the considerations and perceptions of users. However, by transforming itself into a “product”, journalism also changes the public’s sense of use, which is no longer to use information to acquire what one needs to know, but what one wants to know. The public exposes itself to what is culturally closest and shared, often allowing subjective emotions to prevail over the evaluation of facts. Through an analysis and critical comparison of recent international readings on the subject, this paper attempts to reconstruct, from a socio-mediological point of view, the path taken by journalism in the digital age, focusing on the value of news, the relationship with the audience, up to the crisis of the public sphere and the birth of infocracy following recent global crises.
在数字时代,新闻相关性的概念似乎正在瓦解,选择被认为最重要的内容的活动与定义意义的复杂得多的问题发生了冲突,这些问题是由对世界的看法不那么紧凑和连贯造成的。随着世界观和基准的激增,如果公众对什么是相关的、重要的和有趣的达成共识变得越来越困难,那么唯一可能的衡量标准似乎就是奖励那些受欢迎的、成功的和产生市场驱动新闻的。这就是后来所谓的“公共新闻”的定义的一个例子,这种新闻形式关注公众的需求,愿意给用户的考虑和感知更多的空间。然而,新闻在将自身转化为“产品”的同时,也改变了公众的使用意识,不再是利用信息获取自己需要知道的东西,而是获取自己想要知道的东西。公众将自己暴露在文化上最接近和共享的东西中,往往让主观情绪压倒对事实的评估。通过对最近关于这一主题的国际阅读的分析和批判性比较,本文试图从社会媒体学的角度重构数字时代新闻业所走的道路,重点关注新闻的价值,与受众的关系,直到公共领域的危机以及最近全球危机后信息政治的诞生。
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引用次数: 0
Motivations, Knowledge, Efficacy, and Participation: An O-S-O-R Model of Second Screening’s Political Effects in China 动机、知识、功效与参与:中国二次筛选政治效应的O-S-O-R模型
Pub Date : 2023-08-02 DOI: 10.3390/journalmedia4030054
Yiben Liu, Shuhua Zhou, Hongzhong Zhang
TV audiences today are more likely to use an additional media device to further engage with the television content, a phenomenon known as “second screening”. This study takes second screening research into an authoritarian context to investigate what motivates users to search for information, engage in discussions, and post on social media. We apply an O-S-O-R model and demonstrates an integrated procedure of second screening’s political effects among citizens of Beijing. Our findings showed that most of the direct and indirect paths in this model were significantly positive. The theoretical and practical implications of these findings are also discussed.
今天的电视观众更有可能使用额外的媒体设备来进一步接触电视内容,这种现象被称为“二次放映”。本研究在威权背景下进行了第二次筛选研究,以调查是什么促使用户搜索信息,参与讨论,并在社交媒体上发帖。本文运用O-S-O-R模型,对北京市民进行二次筛选的政治效应进行了综合分析。我们的研究结果表明,该模型的大部分直接和间接路径都是显著正的。本文还讨论了这些发现的理论和实践意义。
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引用次数: 0
Rethinking Sports Journalism 重新思考体育新闻
Pub Date : 2023-08-01 DOI: 10.3390/journalmedia4030053
J. Rojas-Torrijos, Daniel Nölleke
In current digital media landscapes, sports journalism has lost its status as the undisputed playmaker in delivering sports-related information to audiences [...]
在目前的数位媒体格局中,体育新闻已经失去了向观众传递体育相关资讯的无可争议的角色地位[…]
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引用次数: 0
Russo-Ukrainian War and Trust or Mistrust in Information: A Snapshot of Individuals’ Perceptions in Greece 俄乌战争与信息的信任或不信任:个人对希腊的看法
Pub Date : 2023-07-27 DOI: 10.3390/journalmedia4030052
P. Skarpa, K. Simoglou, E. Garoufallou
The purpose of this study was to assess the Greek public’s perceptions of the reliability of information received about the Russo-Ukrainian war in the spring of 2022. The study was conducted through an online questionnaire survey consisting of closed-ended statements on a five-point Likert scale. Principal components analysis was performed on the collected data. The retained principal components (PCs) were subjected to non-hierarchical k-means cluster analysis to group respondents into clusters based on the similarity of perceived outcomes. A total of 840 responses were obtained. Twenty-eight original variables from the questionnaire were summarised into five PCs, explaining 63.0% of the total variance. The majority of respondents felt that the information they had received about the Russo-Ukrainian war was unreliable. Older, educated, professional people with exposure to fake news were sceptical about the reliability of information related to the war. Young adults who were active on social networks and had no detailed knowledge of the events considered information about the war to be reliable. The study found that the greater an individual’s ability to spot fake news, the lower their trust in social media and their information habits on social networks.
这项研究的目的是评估希腊公众对2022年春季俄乌战争信息可靠性的看法。这项研究是通过一项在线问卷调查进行的,问卷调查由李克特五分制的封闭式陈述组成。对收集的数据进行主成分分析。保留的主成分(pc)进行非分层k-均值聚类分析,根据感知结果的相似性将受访者分组。共收到840份回复。问卷中的28个原始变量被总结为5个pc,解释了总方差的63.0%。大多数受访者认为,他们收到的有关俄乌战争的信息不可靠。接触过假新闻的年长、受过教育的专业人士对战争相关信息的可靠性持怀疑态度。活跃在社交网络上、对事件没有详细了解的年轻人认为有关战争的信息是可靠的。研究发现,一个人识别假新闻的能力越强,他们对社交媒体的信任度和在社交网络上的信息习惯就越低。
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引用次数: 0
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Journalism and Media
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