"Fact-checking journalism challenges procedural norms of objectivity by providing truth verdicts. By actively evaluating statements and online rumors based on evidence weight, fact-checkers aim for robust, scientific objectivity. Despite this trend, there is a lack of studies analyzing evidence type
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s used in verification articles, a gap which this article seeks to address. This comparative research examines types of valid evidence—documentation, digital forensic tools, and statements—employed by fact-checkers across 12 organizations in the UK, Germany, Portugal, and Spain (n=1976). Results are interpreted using media systems and digital indicators. Notably, Spain, with high political polarization and social media use for news, heavily utilizes digital forensic elements. Germany and the UK, known for high journalistic professionalism and low epistemic vulnerability, predominantly feature ‘all-inclusive’ evidence combining documents, statements, and forensics. Public service broadcasters exhibit the highest levels of verification complexity (hard fact-checking), contrasting with global news agencies, which generally favor softer fact-checking approaches, except for DPA." (Abstract)
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"This sociolinguistic study examines the Facebook page of a Catholic parish in the Philippines as a figured world. The figured world framework is a way of viewing a particular locus of interaction as a product of social and cultural construction. This lens, which has been widely used to examine educ
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ation contexts, is applied in this study to the novel context of online religious community interactions. By using the figured world approach to discourse analysis, this research extends the view of social media for religious purposes beyond its usual attractions of entertainment, selfdocumentation, and self-expression. This paper argues that Facebook, as a platform for the digital staging of Catholic parish life, is an important space for the discursive (re)construction of church purpose, participation, interaction, and identity, with potentially important implications to the Catholic Church’s missiological trajectory." (Abstract)
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[.] Auf Basis von über 2.000 Artikeln aus neun reichweitenstarken Print- und Onlinemedien untersuchen die Autor*innen, welche Themen in der Berichterstattung über KI gesetzt, wie Bezüge zu Fragen sozialer Gerechtigkeit hergestellt werden, welche narrativen Muster sich zeigen und welche Akteur*inn
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en zu Wort kommen [.] Die Ergebnisse der Untersuchung zeigen, dass in den untersuchten Medien eine breite Beschäftigung mit unterschiedlichen Themen rund um Künstliche Intelligenz und insbesondere generative KI stattfindet. Auch Gerechtigkeitsfragen werden in allen untersuchten Medien behandelt. Im Schnitt widmet sich rund jeder vierte Beitrag auch den sozialen Folgen von Künstlicher Intelligenz. Hierbei sticht die taz mit einem Anteil von fast 45 Prozent besonders hervor.
Zugleich zeigt sich jedoch, dass die Berichterstattung über KI stark von wirtschaftlichen Perspektiven geprägt ist. So stehen häufig Produkteinführungen, Personalien, Unternehmensentscheidungen oder Marktentwicklungen im Zentrum der medialen Aufmerksamkeit. Besonders auffällig ist die Präsenz von KI-Unternehmen und ihrer meist männlichen Vertreter. Wissenschaftliche, politische und zivilgesellschaftliche Akteur*innen kommen dagegen deutlich seltener in der Berichterstattung vor, obwohl gerade von dieser Seite zahlreiche wertvolle Analysen und Vorschläge zum Umgang mit KI beigesteuert werden. Eine weitere Erkenntnis der Untersuchung: Obwohl regelmäßig über soziale Folgen von KI geschrieben wird, findet die Berichterstattung mehrheitlich eher oberflächlich und stichwortartig statt. Lösungsvorschläge zur Beseitigung sozialer Ungleichheiten, die durch KI hervorgerufen werden, oder auch notwendige politische Regulierungen werden kaum genauer diskutiert. Außerdem ist immer wieder eine technikdeterministische Haltung zu beobachten: Neue KI-Entwicklungen werden als unausweichlich dargestellt, während die wirtschaftlich motivierten Entscheidungen der Verantwortlichen selten hinterfragt werden." (Vorwort, Seiten 1-2)
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"This joint report from OpenMinds and the Digital Forensic Research Lab (DFRLab) analyzes the activity of a network of 3,634 automated accounts that posted pro-Russian comments on Telegram channels between January 2024 and April 2025 targeting Ukrainian populations inside Russian-occupied territorie
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s. These accounts crafted tailored messages to target the occupied territories, differentiating their content from that aimed at other audiences across Russia and Ukraine. Our investigation found that automated Telegram comments targeting local audiences in Ukraine fell into three overarching categories: pro-Russian propaganda, anti-Ukrainian propaganda, and abstract anti-war messaging and calls for peaceful coexistence. Individual narratives were often tailored to respond to current events and changes in local conditions, such as power or water outages, but there was also evidence of proactive narratives initiated by the network unrelated to external events.
The bot network used similar messaging when targeting channels based in Russia; however, a significantly larger share of comments targeting the occupied territory channels emphasized positive portrayals of Russian culture and government. Across the sixty-nine narrative themes identified (see appendix), the bot network pushed essentially the same menu of talking points in both Russia-wide and occupied territory channels. What differentiates the content aimed at the occupied territories from that aimed at a wider Russian audience is the proportion of talking points: themes that praised Russian culture, social services, and governance dominated in occupied territory-based channels, accounting for a markedly higher share of content than in Russia-based channels. The pattern points to an effort to cultivate the appearance of local consensus in favor of occupation and Russian administrative control, but not necessarily to create genuine agreement." (Executive summary)
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"In this phase of our research on charity advertising, we aimed to examine how INGOs represent distant others in direct mail communications compared to newspaper advertisements, building on findings from earlier studies. While the direct mail format offers greater potential for nuanced storytelling,
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our analysis reveals both continuity and emerging shifts in the dynamics of charity advertising, underscoring the complexities of this medium.
Positive developments include an increased attribution of images to their creators, a practice that will gain significance as AI-generated content becomes more common. Additionally, the decline in pitiful imagery in direct mail compared to newspaper advertisements signals progress toward more ethical representation. These trends highlight incremental yet noteworthy changes in visual storytelling.
However, the continued overrepresentation of Africa across direct mail and newspaper advertisements raises critical questions about the motivations and strategies driving charity communications. This trend suggests a potential disconnect between visual narratives and operational realities, warranting deeper scholarly exploration. Similarly, the persistent focus on health as the dominant subject matter—often at the expense
of narratives on education, economic infrastructure, or capacity-building—highlights the emphasis on short-term relief over long-term development.
Thus, while there is evidence of progress, charities must strive to balance their visual narratives against operational realities. The necessary shifts highlighted will require significant overhaul at strategic levels but are vital not only for fostering a more informed and engaged donor public but also for advancing ethical and equitable representations of development and the Majority World." (Conclusion, page 22)
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"News media influence how climate change is represented, understood, and discussed in the public sphere. To date, media and climate change research has primarily focused on Annex I countries, or treated non-Annex I countries as a homogenous bloc, despite the global nature of climate change and its g
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eographically uneven impacts. This study uses a mixed-method approach, combining machine learning (topic modeling), econometrics, and qualitative analyses, to investigate newspaper coverage of climate change in 26 non-Annex I countries. We compiled a dataset of 95 216 news articles (dated between 2010 and 2020 from 50 sources) in 26 lower-middle and upper-middle income non-Annex I countries. In line with previous research results, we find that most common topics represented are international governance of climate change, the economics of energy transitions, and the impacts of climate change. Advancing current research understanding, we also demonstrate heterogeneity in coverage between non-Annex I countries and discover that a country’s vulnerability to climate change is positively associated with the diversity of topics (based on an article-level entropy index) portrayed by its domestic news media outlets." (Abstract)
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"Hate is widespread online, hits everyone, and carries negative consequences. Crowd moderation—user-assisted moderation through, e. g., reporting or counter-speech—is heralded as a potential remedy. We explore this potential by linking insights on online bystander interventions to the analogy of
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crowd moderation as a (lost) public good. We argue that the distribution of costs and benefits of engaging in crowd moderation forecasts a collective action problem. If the individual crowd member has limited incentive to react when witnessing hate, crowd moderation is unlikely to manifest. We explore this argument empirically, investigatingseveral preregistered hypotheses about the distribution of individual-level costs and benefits of response options to online hate using a large, nationally representative survey of Danish social mediausers (N = 24,996). In line with expectations, we find that bystander reactions, especially costly reactions, are rare. Furthermore, we find a positive correlation between exposure to online hate and withdrawal motivations, and a negative (n-shaped) correlation with bystander reactions." (Abstract)
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"The Global Media Index for Africa assesses and ranks online news stories of the 20 leading news providers that offer primary coverage of Africa for the world. It is also a tool that aims to provide much needed regular 'health checks' on how Africa is framed in the media. The outlets selected are th
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e digital platforms of: CNN, Deutsche Welle, Russia Today, Bloomberg, Xinhua, Le Monde, The Guardian, Wall Street Journal, Associated Press, Al Jazeera, The Economist, New York Times, VOA News, AFP, Reuters, BBC, CGTN, Financial Times, RFI, and Washington Post. Over 1 000 news articles were collected over a six- month period, and evaluated across four key indicators, making the Global Media Index for Africa the largest manual study of media analysis ever conducted for an African media index." (Page 1)
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"The study presented here [...] is not limited to generalised theses and descriptions of the Balkan media scene under Russian influence that only scratch the surface. Rather, the focus is on documenting the effectiveness of Russian state media in the region with a focus on Serbia, which also has an
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impact on its neighbours Bosnia-Herzegovina and Montenegro (NATO member), all three of which are EU accession candidates. From this, strategies and recommendations for action are derived as to how the politically poisonous influence of Kremlin propaganda could be curbed after years of futile endeavours." (Introduction)
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"The Ukrainian crisis has received substantial Global Northern policy support and favourable news coverage, contrasting sharply with Global Southern crises. Nevertheless, refugee organizations can influence public perceptions through social media. This study comparatively analyses UNHCR’s Instagra
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m communication strategies for the Ukrainian and Syrian crises (2022–2023). Applying a multimodal critical discourse analysis on UNHCR’s Instagram posts (N=90), we discern interacting humanitarian and post-humanitarian appeals, involving inter- and intra-group hierarchies of deservingness, expanding research on humanitarian communication. While UNHCR mainly represents forcibly displaced Ukrainians as victims and focuses on ‘ideal victims’, it mostly portrays forcibly displaced Syrians as empowered individuals, likely due to context-specific differences and partially countering news and policy narratives. Both humanitarian representations often intersect with post-humanitarian strategies, facilitated by Instagram affordances. This study thus contributes to the literature on humanitarian communication with comparative crisis-specific and platform-specific insights and causes. Moreover, it nuances the often-assumed importance of post-humanitarian imageries on social media." (Abstract)
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"Es bleibt festzuhalten: Durch die mediale Vernachlässigung des Globalen Südens kommen die Lebensumstände von etwa 85 % der Weltbevölkerung kaum in unseren Medien vor. Auch dann nicht, wenn dort Kriege, Hungersnöte oder Epidemien erhebliche Opferzahlen erzeugen. Dabei sind die betroffenen Länd
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er politisch und wirtschaftlich längst nicht mehr die einst buchstäblich (von den Kolonialländern) abgehängte »Dritte Welt«, sondern im Gegenteil heute vielfach potente Wirtschafts- und Militärmächte, die zunehmend in Opposition zum Westen (oder Norden) gehen. In der Berichterstattung taucht der Globale Süden jedoch erst auf, wenn Menschen oder Interessen des Globalen Nordens in irgendeiner Form direkt betroffen sind. Das ist zu spät. Vor 30 dem Hintergrund der menschlichen Dimensionen der vergessenen Krisen und Konflikte ist das erschreckend. Vor dem Hintergrund der globalen sicherheitspolitischen Dimensionen ist es zudem unklug und kurzsichtig. Aktuelle UN-Abstimmungen zeigen divergierende geopolitische Vorstellungen des Globalen Nordens und Südens und irritieren den Westen, der sich teilweise uninformiert über die sicherheitspolitischen Interessen des Globalen Südens zeigt. Eine quantitativ umfangreichere und vor allem konsequente Berichterstattung über die Länder des Globalen Südens wäre wichtig, um dortige politische Prozesse verstehen und ihnen adäquat begegnen zu können. Eine Vernachlässigung des Globalen Südens und ein Vakuum an politischem Interesse und Engagement kann dazu führen, dass andere, nicht- oder sogar antidemokratische Kräfte und Akteure diese Lücken nach ihren politischen Interessen und Vorstellungen füllen. Erst zu handeln, wenn Probleme den Westen, Europa oder Deutschland unmittelbar erreicht haben, ist zu spät. In einer sich zunehmend globalisierenden Welt kann es sich der Globale Norden nicht leisten, eine Mauer des medialen Desinteresses aufrecht zu erhalten und über die politischen Zustände und Entwicklungen im Globalen Süden uninformiert zu bleiben." (Zusammenfassung, Seite 19)
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"The paper explores the potential of big data analytics for researching anti-immigrant discourse. We emphasize contextualization as an essential element of research and follow a hybrid approach inspired by best practices of computational content analysis, combining human hermeneutic expertise with s
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upervised machine learning to classify a corpus of comments in online news communities in Singapore over 6 months (N=399,225). The paper highlights how big data analytics can provide a nuanced and critical apprehension of immigrant-related discourse in large social media datasets."
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"The antivaccine hesitancy movement represents a challenge to public policy and platform regulations. During COVID-19, various Latin American antivaccine groups clashed with official sanitary initiatives. Despite many responses, little progress has been made in reaching these groups to transform the
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ir perceptions about the benefits of the COVID-19 vaccine. During the pandemic in Latin America, the antivaccine network Médicos por la Verdad (Doctors for the Truth) gained prominence in various countries. Finding itself limited by legal and technical restrictions, this network used alternative media such as Telegram to disseminate messages. This study argues that such groups may be considered an antivaccination culture that opposes government measures. This focus emphasizes narrative construction and allows us to understand the phenomenon from the collective meaning-making perspective. This study analyzed 232,638 Telegram messages from 14 public channels associated with the Médicos por la Verdad network. Our findings indicate that this antivaccine network builds an oppositional culture expressed and reinforced through multimodal, trans-media, fragmented narratives and suspends disbelief that constructs a world where the community enacts a truth pact. These narrative methods foster building a resilient network of oppositional cultures, decreasing the effectiveness of policies. We conclude that research beyond the framework of misinformation and the analysis of conventional platforms is needed to understand the antivaccine oppositional cultures." (Abstract)
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"Feelings of collective victimhood have been demonstrated to have a strong effect on ingroup bias, outgroup hostility and support for violence. The use of narratives stirring these feelings in far-right communications is especially concerning given their inclusion in the manifestos of several mass k
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illers across Europe and North America. However, scholars still have little knowledge on the reach of such narratives as well as the extent to which major salient events increase attention to collective victimhood messaging among far-right followers. To address these gaps, we analyze the use of collective victimhood narratives on the popular secure instant messaging service, Telegram, which has exploded in popularity in response to mainstream platforms’ attempts to moderate extremist speech. We develop a supervised machine learning algorithm to predict the presence of these discourses in text from over 18.5 million messages that were extracted from 1,870 far-right Telegram channels. We then use these data to test what impact the George Floyd protests and the storming of the US Capitol had on the frequency of collective narrative discussions on far-right Telegram. Our findings suggest that both events coincided with a significant increase in the use of victimhood narratives, thus providing insight into the radicalization process of far-right communities online." (Abstract)
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"The far right is increasingly relying on visual and less extreme online communication, for instance by using memes, to strategically mainstream their ideology. The use of humor in particular renders their communication more relatable to a mainstream audience. However, little is known about the actu
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al impacts of the different content characteristics they employ to become more appealing, in particular on less moderated platforms that function as safe online spaces for extremist ideology and contents. To fill this gap, we conducted a manual quantitative content analysis of 1,200 memes distributed within German-language far-right Telegram channels in 2020 and 2021, concentrating on humor and several content-related factors to analyze their impact on meme reach. The results demonstrate that memes with extreme far-right narratives and memes with humor received fewer views than others, but that memes with both far-right narratives and humor had a significantly increased reach. The findings highlight the mainstreaming potential of humor, particularly when used to mask extreme content that would otherwise be less appealing." (Abstract)
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"This study examines the portrayal of Syrians on Turkish Twitter between January and August 2021 through a big data analysis of more than 30,000 tweets. We employ the concept of online toxicity to differentiate between disinformation and hate speech and explore how they are embedded in the negative
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debates about Syrians on Twitter. Through opinion analysis, the study recognizes disinformation and hate speech patterns within tweets and questions the role they play in boosting anti-Syrian narratives, as well as the main actors behind them in the Turkish Twittersphere. The findings indicate that thediscourse about Syrians on Twitter was overwhelmingly negative, with both disinformation and hate speech playing a significant role. Furthermore, a considerable portion of the disinformation tweets could be traced back to opposition political actors, highlighting how negative sentiment on Twitter was not only expressive of generalized public resentment against Syrians but also instrumentalized for political purposes. Overall, this article demonstrates how Twitter contributes to the public debate about Syrians in Turkey, reproducing nationalist narratives and serving political agendas." (Abstract)
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"The global pandemic has adversely affected migrant workers psychologically and economically, leading to a poor quality of life. How the Malaysian media portrays this group during uncertainty remains unexplored. Aside from Eurocentric-focused scholarship, this study uniquely examines the representat
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ion of migrant workers in Malaysia. An inductive qualitative analysis of two Malaysian newspapers, Malay Mail (n = 36) and New Straits Times (n = 33), was conducted from January 2021 to August 2021. The findings show that the media portray migrant workers in a Janus-faced manner: They sympathetically represent them as vulnerable groups but also with an antagonistic stereotypical representation. This shows that media outlets adopt a more versatile approach to reporting on this group, which differs from previous studies. This study adds new perspectives and broadens the literature on the representation of migrant workers in ASEAN countries, such as Malaysia. It is also significant because it highlights subaltern erasures in the news discourses of marginalized groups, reducing xenophobia and racism toward them." (Abstract)
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