scholarly journals Quantifying the online news media coverage of the COVID-19 pandemic

2020 ◽  
Author(s):  
K. Krawczyk ◽  
T. Chelkowski ◽  
S. Mishra ◽  
D. Xifara ◽  
B. Gibert ◽  
...  
Keyword(s):  
Health Communication ◽  
Sentiment Analysis ◽  
News Media ◽  
Media Coverage ◽  
Online News ◽  
Communication Strategy ◽  
Analysis Tool ◽  
Topic Detection ◽  
English Speaking ◽  
The Impact

AbstractBackgroundNon-pharmaceutical interventions such as lockdowns, mask wearing and social distancing have been the primary measures to effectively combat the COVID-19 pandemic. Such measures are highly effective when there is strong population wide adherence which needs to be facilitated by information on the current risks posed by the pandemic alongside a clear exposition of the rules and guidelines in place. Here we address the issue of communication on the pandemic by offering data and analysis of online news media coverage of COVID-19.MethodsWe collected 26 million news articles from the front pages of 172 major online news sources in 11 countries (available at http://sciride.org). Using topic detection we identified COVID-19-related content to quantify the proportion of total coverage pandemic received in 2020. Sentiment analysis tool Vader was employed to stratify the emotional polarity of COVID-19 reporting. Further topic detection and sentiment analysis was performed on COVID-19 articles to reveal the leading themes in pandemic reporting and their respective emotional polarizations.FindingsWe find that COVID-19 coverage accounted for approximately 25% of all front-page online news articles between January and October 2020. Sentiment analysis of English-speaking sources reveals that the overall COVID-19 coverage cannot be simply classified as negative due to the disease subject matter, suggesting a wide heterogeneous reporting of the pandemic. Within this heterogenous coverage, 16% of COVID-19 news articles (or 4% of all English-speaking articles) can be classified as highly negatively polarized, citing issues such as death, fear or crisis.InterpretationThe goal of pandemic public health communication is to increase understanding of distancing rules and maximize the impact of any governmental policy. Our results suggest an information overload in COVID-19 reporting that could risk obscuring effective policy communication. We hope that our data and analysis will inform health communication strategy to minimize the risks of COVID-19 while vaccination regimes are being introduced.

scholarly journals Quantifying Online News Media Coverage of the COVID-19 Pandemic: Text Mining Study and Resource

10.2196/28253 ◽  
2021 ◽  
Vol 23 (6) ◽  
pp. e28253
Author(s):  
Konrad Krawczyk ◽  
Tadeusz Chelkowski ◽  
Daniel J Laydon ◽  
Swapnil Mishra ◽  
Denise Xifara ◽  
...  
Keyword(s):  
Public Health ◽  
Health Communication ◽  
Sentiment Analysis ◽  
News Media ◽  
Media Coverage ◽  
English Language ◽  
Communication Strategies ◽  
Online News ◽  
Topic Detection ◽  
The Impact

Background Before the advent of an effective vaccine, nonpharmaceutical interventions, such as mask-wearing, social distancing, and lockdowns, have been the primary measures to combat the COVID-19 pandemic. Such measures are highly effective when there is high population-wide adherence, which requires information on current risks posed by the pandemic alongside a clear exposition of the rules and guidelines in place. Objective Here we analyzed online news media coverage of COVID-19. We quantified the total volume of COVID-19 articles, their sentiment polarization, and leading subtopics to act as a reference to inform future communication strategies. Methods We collected 26 million news articles from the front pages of 172 major online news sources in 11 countries (available online at SciRide). Using topic detection, we identified COVID-19–related content to quantify the proportion of total coverage the pandemic received in 2020. The sentiment analysis tool Vader was employed to stratify the emotional polarity of COVID-19 reporting. Further topic detection and sentiment analysis was performed on COVID-19 coverage to reveal the leading themes in pandemic reporting and their respective emotional polarizations. Results We found that COVID-19 coverage accounted for approximately 25.3% of all front-page online news articles between January and October 2020. Sentiment analysis of English-language sources revealed that overall COVID-19 coverage was not exclusively negatively polarized, suggesting wide heterogeneous reporting of the pandemic. Within this heterogenous coverage, 16% of COVID-19 news articles (or 4% of all English-language articles) can be classified as highly negatively polarized, citing issues such as death, fear, or crisis. Conclusions The goal of COVID-19 public health communication is to increase understanding of distancing rules and to maximize the impact of governmental policy. The extent to which the quantity and quality of information from different communication channels (eg, social media, government pages, and news) influence public understanding of public health measures remains to be established. Here we conclude that a quarter of all reporting in 2020 covered COVID-19, which is indicative of information overload. In this capacity, our data and analysis form a quantitative basis for informing health communication strategies along traditional news media channels to minimize the risks of COVID-19 while vaccination is rolled out.

scholarly journals Competing and conflicting messages via online news media: Potential impacts of claims that the Great Barrier Reef is dying

2018 ◽  
Author(s):  
Lynne Eagle
Keyword(s):  
Great Barrier Reef ◽  
News Media ◽  
Media Coverage ◽  
Policy Development ◽  
Science Communication ◽  
News Coverage ◽  
Online News ◽  
Barrier Reef ◽  
Theoretical Concepts ◽  
The Impact

Coverage of issues by news media is known to impact on both public perceptions and policy development aimed at addressing the featured issues. We examine the potential impact of news media coverage regarding the health and potential future of the World heritage-listed Great Barrier Reef, which is under multiple pressures, both natural and anthropogenic. We draw on the extant literature regarding the impact of news media coverage of other complex issues, linking to relevant, albeit limited theoretical concepts that have been applied to previous media studies. We find that media coverage is predominately sensationalized and negative, with the potential to reinforce perceptions that mitigation attempts will be ineffective and thus likely to inhibit future policy development. We discuss the need for a review of existing science communication models and strategies to reduce the knowledge-practice gap between scientists and policy makers, together with proactive strategies to counter negative news coverage.

scholarly journals Analysis of News Coverage of Kashmir Crisis by Global News Channels After the Abolition of Article 370

2021 ◽  
Vol Volume 5 (1) ◽  
pp. 215-227
Author(s):  
Taufiq Ahmad ◽  
Saba Sultana ◽  
Ayesha Riaz
Keyword(s):  
News Media ◽  
Media Coverage ◽  
News Coverage ◽  
Empirical Work ◽  
Time Frame ◽  
Online News ◽  
Al Jazeera ◽  
Government Leader ◽  
The Difference ◽  
Insight Into

This study analyzes the Kashmir conflict by little empirical work on Kashmir News after the abolition of Article 370. The purpose here is to identify the nature of news coverage by the global news media. For this purpose, 193 new stories were selected which were appeared at the web sources of three global news channels BBC, CNN, Aljazeera. This study primarily focusses on Content analysis of how CNN, BBC and AL JAZEERA designed Kashmir in their online news broadcasting with time frame of from 5 August to 30 September 2019 soon after the revocation of Article 370 while determining the difference in storytelling and the search for stories of information about Kashmir. By using an original coding program that extract on the coverage of Kashmir conflict, media effects and agenda-setting theories, the analysis is found that AL JAZEERA has heavily relied on episodic coverage and focued on international condemnation frame in its coverage than CNN which heavily focused on the Human-interest frame as well as BBC relied on the responsibility frame in its coverage related Kashmir. The study investigates the sources of the stories where AL JAZEERA cited government leader and official statements; CNN added journalists’ views whereas BBC heavily relied on their correspondents’ version. However, the investigation provides the insight into the worldwide media coverage of the issue and their view

Young adults know that their issues are not represented in the news: Israeli young adults and mainstream news media

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Benny Nuriely ◽  
Moti Gigi ◽  
Yuval Gozansky
Keyword(s):  
Social Media ◽  
Young Adults ◽  
Content Analysis ◽  
Social Relations ◽  
News Media ◽  
Media Coverage ◽  
Online News ◽  
Content Type ◽  
Mainstream Media ◽  
The Media

Purpose This paper aims to analyze the ways socio-economic issues are represented in mainstream news media and how it is consumed, understood and interpreted by Israeli young adults (YAs). It examines how mainstream media uses neo-liberal discourse, and the ways YAs internalize this ethic, while simultaneously finding ways to overcome its limitations. Design/methodology/approach This was a mixed methods study. First, it undertook content analysis of the most popular Israeli mainstream news media among YAs: the online news site Ynet and the TV Channel 2 news. Second, the authors undertook semi-structured in-depth interviews with 29 Israeli YAs. The analysis is based on an online survey of 600 young Israelis, aged 18–35 years. Findings Most YAs did not perceive mainstream media as enabling a reliable understanding of the issues important to them. The content analysis revealed that self-representation of YAs is rare, and that their issues were explained, and even resolved, by older adults. Furthermore, most of YAs' problems in mainstream news media were presented using a neo-liberal perspective. Finally, from the interviews, the authors learned that YAs did not find information that could help them deal with their most pressing economic and social issue, in the content offered by mainstream media. For most of them, social media overcomes these shortcomings. Originality/value Contrary to research that has explored YAs’ consumerism of new media outlets, this article explores how YAs in Israel are constructed in the media, as well as the way in which YAs understand mainstream and new social media coverage of the issues most important to them. Using media content analysis and interviews, the authors found that Young Adults tend to be ambivalent toward media coverage. They understand the lack of media information: most of them know that they do not learn enough from the media. This acknowledgment accompanies their tendency to internalize the neo-liberal logic and conservative Israeli national culture, in which class and economic redistribution are largely overlooked. Mainstream news media uses neo-liberal discourse, and young adults internalize this logic, while simultaneously finding ways to overcome the limitations this discourse offers. They do so by turning to social media, mainly Facebook. Consequently, their behavior maintains the logic of the market, while also developing new social relations, enabled by social media.

Countering Hate Speech on Facebook: The Case of the Roma Minority in Slovakia

2018 ◽  
Vol 38 (2) ◽  
pp. 128-146 ◽  
Author(s):  
Jozef Miškolci ◽  
Lucia Kováčová ◽  
Edita Rigová
Keyword(s):  
News Media ◽  
Personal Experience ◽  
Hate Speech ◽  
Qualitative Content Analysis ◽  
Online News ◽  
Welfare Benefits ◽  
Quasi Experimental ◽  
Fact Checking ◽  
The Impact ◽  
Negative Sense

This article explores hate speech against the Roma in Slovakia on Facebook between April 2016 and January 2017 and the impact of fact-checking and personal experience strategies in countering hate speech through a quasi-experimental research design. It examines how the Roma were constructed and how discussion participants reacted to our pro-Roma interventions. The research sample consisted of 60 Facebook discussions (with more than 7,500 comments) on Roma-related topics posted by the profiles of various members of the Slovak Parliament and the most popular online news media outlets. Qualitative content analysis revealed that the Roma in Facebook discussions were constructed primarily in a negative sense, as asocial criminals misusing welfare benefits. This study demonstrated that Facebook discussion participants presenting anti-Roma attitudes did not use any research evidence to support their constructions. It also demonstrated that pro-Roma comments encouraged other participants with a pro-Roma attitude to become involved.

Strategies of ideological polarisation in the online news media: A social actor analysis of Megawati Soekarnoputri

2020 ◽  
Vol 32 (1) ◽  
pp. 64-80
Author(s):  
Jane Louise Ahlstrand
Keyword(s):  
News Media ◽  
Presidential Election ◽  
Democratic Party ◽  
Political Engagement ◽  
Online News ◽  
Media Discourse ◽  
Social Actor ◽  
Group Members ◽  
Actor Analysis ◽  
The Impact

This article examines strategies of ideological polarisation in the discourse of the Indonesian online news media site, Kompas.com. Applying Van Leeuwen’s model of social actor analysis and van Dijk’s concept of the ideological square, the study focuses on the representation of Megawati Soekarnoputri, leader of the Indonesian Democratic Party of Struggle (PDI-P) as an icon of ideological contestation during the 2014 presidential election. Situated in the era of digital platform convergence, the analysis uncovers a pattern of strategically ambiguous representations of Megawati and her apparently transgressive actions and interactions. This practice entices readers to ‘read between the lines’ and activate their ideological repertoire to determine in-group and out-group members. It also enables Kompas.com to pursue commercial objectives and navigate journalistic constraints by obscuring explicitly ideological content. The implications are discussed in terms of the impact of online news media discourse upon democratic political engagement, and women’s political participation.

scholarly journals Blurred Shots: Investigating the Information Crisis Around Vaccination in Italy

2020 ◽  
pp. 000276422091024
Author(s):  
Alessandro Lovari ◽  
Valentina Martino ◽  
Nicola Righetti
Keyword(s):  
Public Health ◽  
Social Media ◽  
Public Opinion ◽  
Public Relations ◽  
Health Communication ◽  
News Media ◽  
Media Coverage ◽  
Social Consequences ◽  
Combining Data ◽  
Italian Context

This article aims at exploring a case of information crisis in Italy through the lens of vaccination-related topics. Such a controversial issue, dividing public opinion and political agendas, has received diverse information coverage and public policies over time in the Italian context, whose situation appears quite unique compared with other countries because of a strong media spectacularization and politicization of the topic. In particular, approval of the “Lorenzin Decree,” increasing the number of mandatory vaccinations from 4 to 10, generated a nationwide debate that divided public opinion and political parties, triggering a complex informative crisis and fostering the perception of a social emergency on social media. This resulted in negative stress on lay publics and on the public health system. The study adopted an interdisciplinary framework, including political science, public relations, and health communication studies, as well as a mixed-method approach, combining data mining techniques related to news media coverage and social media engagement, with in-depth interviews to key experts, selected among researchers, journalists, and communication managers. The article investigates reasons for the information crisis and identifies possible solutions and interventions to improve the effectiveness of public health communication and mitigate the social consequences of misinformation around vaccination.

News Media Organisations and Oil Spill Coverage

2003 ◽  
Vol 2003 (1) ◽  
pp. 353-356
Author(s):  
Alison G. Anderson
Keyword(s):  
News Media ◽  
Media Coverage ◽  
Online Survey ◽  
Editorial Policy ◽  
Good News ◽  
News Story ◽  
Sources Of Information ◽  
Scientific Training ◽  
The Impact ◽  
News Groups

ABSTRACT The news media play a key role in framing the media coverage of oil spills. It is imperative that scientists, industry and policymakers are fully tuned into the ways in which current news organisations operate. Over recent years, a growing environmental promotion industry has emerged, alongside an increasing emphasis on environmental advocacy within the commercial sector. A number of information crises (notably, the Exxon Valdez disaster in 1989) have forced sections of industry to take a more proactive approach to environmental communications as potent media imagery has directly contradicted assurances that environmental protection is not compromised by their activities. Particular issues or events that capture attention tend to be highly visually appealing and resonate with deeply held beliefs and values that operate at a symbolic level. This paper examines the preliminary findings of an international online survey of environmental reporting distributed to key environmental journalist news groups and generalist journalist news groups during June and July 2002. In particular, it focuses upon the following: journalists’ views about what makes a newsworthy story; their degree of scientific training; the constraints under which they work; their main sources of information; their relationships with news sources; and the impact of editorial policy. Interviews with environment correspondents reveal that relatively few possess scientific training and they tend to rely heavily upon official sources of information. The news agendas of broadcasters closely mirror that of print journalists and there is remarkable consensus concerning ‘news values’ – the taken for granted notions about what constitutes a ‘good’ news story. Having presented the main findings of the survey, the paper concludes by arguing that what is needed is greater communication between scientists, industry and journalists leading to an increased mutual recognition of the specific constraints under which they operate.

scholarly journals Investigative News of Online Media

2020 ◽  
Vol 36 (1) ◽  
pp. 1-11
Author(s):  
Septiawan Santana Kurnia ◽  
Dadi Ahmadi ◽  
Firmansyah Firmansyah
Keyword(s):  
News Media ◽  
Media Coverage ◽  
Single Case ◽  
Online News ◽  
Online Media ◽  
Research Subjects ◽  
Online Journalism ◽  
Investigative Reporting ◽  
News Stories

An investigative reporting has changed quite rapidly in the last few periods after the development of information technology. The presence of online media encourages the emergence of online journalism. The existence of online journalism, within the framework of online media, gives a certain touch to investigative reporting activities. Investigative reporting developed in online media has managerial uniqueness and certain coverage patterns. The purpose of this study is to illustrate how the management of editorials and online media coverage patterns in Indonesia conducting investigative coverage.Data for this research is obtained through interviews with data analysis using a qualitative approach and a case study method of single case-multilevel analysis. Research subjects (journalism) and research objects (online investigative news) of this study are Detik.com and Tirto.id.The results of the study show that investigative data are at the core of investigative reporting in online media. It can be in the form of direct observation under investigation (disguising) or the disclosure of new facts that have not been revealed before. The online news media in Indonesia, although it relies on the speed, also still takes into account the accuracy and rules of journalism, especially in the coverage of investigations. The online media strategy in reporting investigations is to divide investigative data into several news stories with one theme, but each headline is different according to the investigative reporting to be reported in parts.

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