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This article explores the synergy between journalism studies and computer science in the context of observing online news. By establishing web applications of online media observatories as research tools, researchers can employ various analytical approaches to gain valuable insights into online news discourse and production.

Drawing eight months of data (01.08.2022–30.04.2023) from the Labservatory’s web application, i.e. over 250,000 news items, the article demonstrates how some of this web application’s main functionalities may be useful in implementing (1) news flow analysis, (2) news topic distribution analysis and (3) media discourse analysis.

The capabilities provided by this web application, (1) to simultaneously analyse the daily news production of ten media outlets with varying features, (2) to rapidly collect a large volume of news items, (3) to identify the news categories as classified by the media themselves, (4) to present the results of the search in relevance order and (5) to automatically generate a search report, highlight the significance of this interdisciplinary collaboration for implementing comprehensive analyses of online news.

The article concludes by emphasising the importance of continuing this joint effort, as it opens new avenues for further research and provides a deeper grasp of the intricate relationship between journalism, technology and society in the digital era. The Labservatory also contributes to society since it may be used by the broader public for immediate access to more pluralistic information and thus for promoting both news media literacy and news media accountability.

This study aims to elucidate the dynamics of social media discourse during global health events, specifically investigating how users across different platforms perceive, react to and engage with information concerning such crises.

A mixed-method approach was employed, combining both quantitative and qualitative data collection. Initially, thematic analysis was applied to a data set of social media posts across four major platforms over a 12-month period. This was followed by sentiment analysis to discern the predominant emotions embedded within these communications. Statistical tools were used to validate findings, ensuring robustness in the results.

The results showcased discernible thematic and emotional disparities across platforms. While some platforms leaned toward factual information dissemination, others were rife with user sentiments, anecdotes and personal experiences. Overall, a global sense of concern was evident, but the ways in which this concern manifested varied significantly between platforms.

The primary limitation is the potential non-representativeness of the sample, as only four major social media platforms were considered. Future studies might expand the scope to include emerging platforms or non-English language platforms. Additionally, the rapidly evolving nature of social media discourse implies that findings might be time-bound, necessitating periodic follow-up studies.

Understanding the nature of discourse on various platforms can guide health organizations, policymakers and communicators in tailoring their messages. Recognizing where factual information is required, versus where sentiment and personal stories resonate, can enhance the efficacy of public health communication strategies.

The study underscores the societal reliance on social media for information during crises. Recognizing the different ways in which communities engage with, and are influenced by, platform-specific discourse can help in fostering a more informed and empathetic society, better equipped to handle global challenges.

This research is among the first to offer a comprehensive, cross-platform analysis of social media discourse during a global health event. By comparing user engagement across platforms, it provides unique insights into the multifaceted nature of public sentiment and information dissemination during crises.

The purpose of this research is to examine the dynamics of news coverage within Brazil, Russia, India, China and South Africa (BRICS) nations, aiming to uncover patterns and critical factors influencing political and economic development policies. By providing a comprehensive overview of macro-level and sector-level economic trends reported by member country newspapers, the study seeks to understand problem-driven analysis schemes and proposed solutions to challenges. Additionally, it aims to evaluate the economic implications of political decisions as portrayed in news coverage, scrutinize the promotion of meaningful dialog and assess the role of news in encouraging coherence among stakeholders for effective pursuit of economic development goals within the BRICS nations.

This qualitative research involves conducting a content analysis on 11 newspapers, each published by a BRICS member country, including established and recent members. The current study analyzes the national interests, economic implications of media frames, leaders’ statements and geopolitical contexts in light of the coverage of the newspapers under study and the BRICS' inclusion of new members from a political economy perspective.

All eleven newspapers emphasize the significance of the BRICS Summit and its role in shaping economic and geopolitical dynamics. They consistently highlight the cooperative and multilateral nature of BRICS, focusing on collaboration among member nations. All newspapers emphasize the importance of the BRICS Summit as a key event in global geopolitics. For instance, they discuss the 2023 BRICS Summit in South Africa as a focal point for member countries to discuss various global issues. Each newspaper discusses BRICS' role in advocating for equitable global governance and challenging Western dominance in international affairs. Economic aspects, such as trade, financial cooperation and economic growth within BRICS, are mentioned in the coverage of all eleven newspapers, underlining the economic dimension of the group. All eleven newspapers explore the expansion of BRICS and its implications, including differing member opinions and the introduction of new member countries. However, The Buenos Aires Times (Argentina) provides an in-depth focus on Argentina’s admission to BRICS and its significance, reflecting its unique perspective as a potential member. All newspapers recognize the media’s role in shaping awareness and discourse related to BRICS, but The Buenos Aires Times specifically focuses on Argentina’s perspective and how it informs its readers about global developments. Also, unlike other newspapers, The Buenos Aires Times mentions domestic political factors, including presidential elections in Argentina and opposition to Argentina’s BRICS membership, which impact the country’s stance. The newspapers' coverage of BRICS reflects their national interests, priorities and perspectives. While geopolitical and economic aspects are prominent, the depth of analysis, the emphasis on specific economic trends and the extent of problem-driven analysis vary. These diverse viewpoints provide readers with a comprehensive understanding of BRICS and its global impact. When comparing the 11 newspapers' coverage of BRICS-related topics, it’s evident that each publication brings its unique perspective and priorities to the forefront.

While this research provides valuable insights into news patterns and their influence on political and economic development in BRICS nations, certain limitations should be acknowledged. The study’s scope primarily relies on newspaper coverage, potentially omitting perspectives from other media sources.

The practical implications of this research are profound. Policymakers can leverage insights to craft informed strategies, and businesses and investors can gain a nuanced understanding of economic trends and media practitioners refine their coverage. The findings promote cross-cultural understanding within BRICS nations, encouraging cooperation. Global stakeholders can navigate the political-economic landscape more adeptly. Ultimately, the research provides actionable knowledge, facilitating effective decision-making, enhancing collaboration and contributing to the sustainable development and stability of the BRICS countries and the broader international community.

This research carries significant social implications by encouraging a deeper comprehension of the interplay between news media, politics and economics in BRICS nations. It promotes informed civic discourse, enabling citizens to critically engage with socio-political issues. By uncovering the media’s influence, the study contributes to media literacy, empowering the public to make informed decisions. Additionally, the research enhances cross-cultural understanding, potentially mitigating biases and stereotypes. Ultimately, it strengthens the social fabric by encouraging a more informed and engaged citizenry, capable of contributing positively to the political and economic development of their respective nations within the BRICS framework.

This research contributes originality and value by offering a nuanced exploration of news patterns in BRICS nations, going beyond surface-level analysis. By focusing on macro- and sector-level economic trends, the study provides a unique perspective on the interplay between media narratives and economic development. The examination of problem-driven analysis and proposed solutions adds depth, offering insights into policy implications. Evaluating the economic implications of political decisions through news coverage enhances understanding. Furthermore, the research’s emphasis on promoting meaningful dialog and assessing the role of news in stakeholder coherence contributes distinctive insights, enhancing the broader understanding of the interconnections between media, politics and economic development in the BRICS context.

This study evaluates how publicly available archival documents shaped online discussions about allegations that thousands of children were kidnapped during the 1950s in Israel, known as the Yemenite children’s affair. It examines if access to historical records leads to more informed and rational public discourse, especially on social media.

Using content analysis, this study examines Facebook posts from media outlets, politicians, NGOs and public groups between 2016 and 2021 to understand how the Israeli State Archives’ release of over 300,000 documents affected support of the kidnapping.

Despite extensive archival information debunking the kidnapping theory, public opinion and discourse largely continued to support it. This suggests a complex interaction between information availability, preexisting beliefs, echo chambers and group allegiances, suggesting that access to factual data alone may not effectively challenge established beliefs in online public settings.

Since data were collected only from Facebook, our conclusions cannot be generalized to other platforms. The study relies only on publicly accessible data and does not establish causality between exposure to information and shifts in opinion. Our findings show that disclosing archival information does not significantly benefit public political discourse on contentious topics but also point to the advantages of mediating information by politicians, NGOs and journalists.

As a unique case study, this research contributes to understanding the role of historical archives in digital-age public discourse. It highlights their potential and limitations in facilitating informed debate and deliberation, emphasizing the complexity of influencing established beliefs with factual data.

The purpose of this study is to fill the gap by researching the direct effects of media and personal characteristics on online participation in climate change, indirect effects when mediated by interpersonal communication and personal characteristics as predictors of media communications as sources of information about climate change.

A structured questionnaire is distributed to collect data about the uses of communication sources and online responses toward climate change by using a quota sampling technique. The structural equation modeling by using Smart PLS 4 is used to explore the effects’ size.

Small levels of direct and indirect effects are found. Direct effects are found in online newspapers, YouTube, television news, personal relevance toward climate change and political interest in online participation in climate change. Indirect effects are found of WhatsApp on online climate participation through interpersonal communication. Personal relevance toward climate change has motivated respondents to take information about climate change from Facebook. Climate skepticism is found among respondents who have received information from television news/talk shows, printed newspapers and WhatsApp.

University teachers in Pakistan will have to work on educational strategies to increase the knowledge of university students about energy generation through carbon and renewable energy sources.

The results of this study highlight the communicative-cultural dimensions of online discourse about climate change in the context of the less-researched country of Pakistan. This is the first study of researchers’ knowledge that comprehensively defines the digital media ecology in the context of climate change considering Pakistan.

This study aims to examine the role of key network actors in relation to the discourse structure of a microblogging hashtag stream within a global agricultural educators’ conference over two years. Prior work in online networks suggests that participation is dominated by highly active members, and in this study, the authors focus on examining what types of discourse are shared and reshared by key actors.

The authors used a combination of social network analyses and qualitative discourse coding to examine approximately 1,390 posts associated with the conference hashtag over two consecutive years.

The study analyses uncovered a set of common key participants over both years and common types of discourse used by those key participants. Key participants took on roles of resharing messages and contributed to discourse by retweeting posts that highlighted participants’ thoughts and feelings related to the conference and the discipline.

This research has implications for encouraging diverse participants and diverse discourses related to key community goals. Design suggestions include identifying and inviting key actors as collaborators to reshare discourse that clearly aligns with community goals and using smaller hashtag spaces to encourage broader participation.

Prior work on microblogging has highlighted either the types of discourse and information sharing or the structures of the network interactions within conference hashtag streams. This study builds on this prior work and combines discourse and structure to understand the ways in which key network figures reshare discourse within the community, a facet that has been underreported in the literature.

Several businesses have begun to use memes as part of social media marketing. Although memes have been independently explored through various theories, their use in social media marketing has not yet been explored. This study analyzes theories used to study memes and suggests popular marketing theories to do the same for memes in social media marketing.

This study employed a mixed methodology. We used the Scopus database and the SPAR-4 protocol to gather, organize, and evaluate the literature. A bibliometric analysis was performed to understand the themes explored in the literature. Manual content analysis was performed to identify the theories used to elucidate study memes.

We profiled meme research through a bibliometric analysis. Relevance theory, Rhetoric theory, Theories of humor, Evolutionary theory, and the theory of conceptual blending are the most frequently used theories in meme literature. Furthermore, we found that the marketing theories used to study memes are limited.

The findings of this study will benefit academia, marketers, and social media managers by offering a comprehensive picture of theories used in meme research. It also suggests new avenues for conducting future research on memes based on identified theories.

This is one of the first known studies to employ both bibliometric and content analyses to review theories in meme literature. Furthermore, we suggest marketing theories and research questions to explain meme marketing.

This paper aims to investigate the extent of personal privacy concerns expressed by university students in Vietnam while using TikTok, the influence of peer interactions and social norms on privacy attitudes and behaviors and the strategies used by university students in Vietnam to mitigate privacy risks on TikTok.

A qualitative approach using semi-structured interviews was used to gather data on the following: the degree to which Vietnamese university students express concerns about their personal privacy while using TikTok; how peer interactions and social norms influence privacy attitudes and behaviors; and the strategies these students use to mitigate privacy risks on the platform.

Findings indicate that although university students exhibit a relatively low level of concern regarding their personal privacy on TikTok, peer influences and societal norms significantly shape their attitudes and behaviors on the platform. Moreover, students use several strategies to mitigate privacy risks, such as selective content sharing and refraining from engaging with unknown links.

These insights provide valuable implications for the development of targeted interventions and educational initiatives aimed at fostering a more privacy-conscious TikTok user community among university students in Vietnam.

This research fills a critical gap in the existing literature by focusing on the influence of social norms and peer influences on privacy attitudes and behaviors on social media platforms. While prior studies have explored various factors impacting privacy concerns on social media, the role of social dynamics has been understudied. Moreover, the research specifically addresses the lack of investigation into privacy concerns on TikTok, a platform rapidly gaining popularity among younger demographics.

This interdisciplinary study aims to analyze how service organizations communicate sustainable beliefs in their social media narratives and use them to generate brand awareness, customer recognition and ongoing demand for sustainable service.

A two-phase exploratory analysis of 10,342 tweets from 2019–2020 was conducted by sustainable global corporations to identify best practices for their social media teams operating within a service-based business model. First, the significant themes were identified using an unguided machine learning approach of three types of firms: services, goods and mixed. Next, the full set of tweets with linguistic sentiment analysis was analyzed followed by a deeper view of the services-based organizations based on their strategic focus (business-to-business [B2B] versus mixed).

The findings indicate that tweets that appear to create the highest customer engagement are characterized as having high levels of analytical language, high clout (i.e. are socially relevant), a positive tone, a high number of words and a high number of words per sentence. On the other hand, having complex language in terms of six-letter words does not seem to associate with customer engagement. The last level of analysis shows that B2B services-based corporations with positive tone and higher word count exhibit higher levels of retweets. Implications include providing rational and informational tweets to increase engagement and highlight societal relevance.

Climate change has negative consequences on human and physical capital, and ecosystems across the globe. This study provides specific recommendations for how services corporations can increase their sustainable communications and actions.

The key implication of our research is that corporations must strategically design social media narratives about climate change as part of their online branding and communications process.

Following the growing adoption of social media, many entrepreneurs are launching personal social media channels. This study focuses on the effect of entrepreneurs' shared information on We Media platforms on the value relevance of their earnings.

Using entrepreneurs' We Media data collected from A-share-listed companies on the Shanghai and Shenzhen Stock Exchanges from 2010 to 2018, this study investigates the effect of the data on the value relevance of earnings using the modified Ohlson model. The authors applied textual analysis to retrieve entrepreneurial We Media data acquired manually from Weibo.

We Media platforms can increase the value relevance of earnings. Entrepreneurs can enhance investor trust by establishing social ties with investors. Investors are more likely to recognize earnings information publicized by enterprises, owing to internal consistency. Particularly, value relevance improves significantly with more personal information being posted and more “likes” being acquired on entrepreneurs' We Media accounts. This positive effect is more obvious in privately owned and highly marketized regions.

The findings extend the research on the economic consequences of We Media as an important information channel, enrich the research on the social media posting behavior of entrepreneurs and provide a reference for enterprises to instill trust using new information disclosure methods and for governments to establish a safe internet environment to promote the sustainable development of the capital market.