Discussion, news information, and research sharing on social media at the onset of Covid-19

2021 ◽  
Author(s):  
Hyejin Park ◽  
J. Patrick Biddix ◽  
Han Woo Park
Keyword(s):  
Social Media ◽  
Social Network ◽  
Early Stage ◽  
World Health ◽  
Network Structures ◽  
The Social ◽  
Social Media Platforms ◽  
Twitter Users ◽  
Statistical Relationships ◽  
Health Organization

Social media platforms provide valuable insights into public conversations. They likewise aid in understanding current issues and events. Twitter has become an important virtual venue where global users hold conversations, share information, and exchange news and research. This study investigates social network structures among Twitter users with regard to the Covid-19 outbreak at its onset and its spread. The data were derived from two Twitter datasets by using a search query, “coronavirus,” on February 28th, 2020, when the coronavirus outbreak was at a relatively early stage. The first dataset is a collection of tweets used in investigating social network structures and for visualization. The second dataset comprises tweets that have citations of scientific research publications regarding coronavirus. The collected data were analyzed to examine numerical indicators of the social network structures, subgroups, influencers, and features regarding research citations. This was also essential to measure the statistical relationships among social elements and research citations. The findings revealed that individuals tend to have conversations with specific people in clusters regarding daily issues on coronavirus without prominent or central voice tweeters. Tweets related to coronavirus were often associated with entertainment, politics, North Korea, and business. During their conversations, the users also responded to and mentioned the U.S. president, the World Health Organization (WHO), celebrities, and news channels. Meanwhile, people shared research articles about the outbreak, including its spread, symptoms related to the disease, and prevention strategies. These findings provide insight into the information sharing behaviors at the onset of the outbreak.

scholarly journals From Disruption to Dialog: Days of Judaism on Polish Twitter

Religions ◽  
2021 ◽  
Vol 12 (10) ◽  
pp. 828
Author(s):  
Mariusz Pisarski ◽  
Aleksandra Gralczyk
Keyword(s):  
Social Media ◽  
Social Network ◽  
Social Network Analysis ◽  
Network Analysis ◽  
Power Laws ◽  
Linguistic Analysis ◽  
Classical Rhetoric ◽  
Constructive Dialogue ◽  
The Social ◽  
Social Media Platforms

While social media platforms afford visibility to marginalized voices and enable dissemination of alternative narratives, their own “power laws” can make few users responsible for most of the attention. New power users can redirect discussion away from those who initiate a conversation. The aim of this study is to examine relations between the network “gatekeepers” and “gatewatchers” following the announcement of the Days of Judaism celebrated by the Polish Episcopate every January. Two methodological approaches were taken over two consecutive years: social network analysis (SNA), and linguistic analysis of social media discourse. The linguistic analysis confirmed importance of classical rhetoric effects on Twitter. The social network analysis revealed that a balanced, personal statement given by users with high network standing outside of the Twittersphere can ignite constructive dialogue in the spirit of the inter-religious exchange that the idea behind Days of Judaism stands for. Our conclusion is that a careful social media policy of the Church, a controlled engagement in the public conversation, possibly by lay sympathizers of high standing in the real public life, have the potential for dispensing with the infamous toxicity of Twitter, and for turning conversation on any topic, even the most controversial, into positive exchange within the community of believers.

scholarly journals Connecting the Urological Community : The #UroSoMe Experience

2019 ◽  
Vol 2 (2) ◽  
pp. e20-e29 ◽  
Author(s):  
Kalyan Gudaru ◽  
Leonardo Tortolero Blanco ◽  
Daniele Castellani ◽  
Hegel Trujillo Santamaria ◽  
Marcela Pelayo-Nieto ◽  
...  
Keyword(s):  
Social Media ◽  
Working Group ◽  
Efficient Manner ◽  
The Social ◽  
Social Media Platforms ◽  
Twitter Account ◽  
Group Members ◽  
Twitter Users ◽  
Use Of Social Media ◽  
Twitter Activity

Background and Objectives There is an increasing use of social media amongst the urological community. However, it is difficult to identify urological data on various social media platforms in an efficient manner. We proposed a hashtag, #UroSoMe, to be used when posting urology-related content in the social media platforms. The objectives of this article are to describe how #UroSoMe was developed, and to report the data of the first month of #UroSoMe.   Material and Methods The hashtag, #UroSoMe, was introduced to the urological community. The #UroSoMe working group was formed, and the members actively invited and encouraged people to use the hashtag #UroSoMe when posting urology-related contents. After the #UroSoMe (@so_uro) platform on twitter had grown to more than 300 users, the first live event of online case discussion, i.e. #LiveCaseDiscussions, was conducted. A prospective observational study of the hashtag #UroSoMe Twitter activity during the first month of its usage from 14 December 2018 to 13 January 2019 was evaluated. Outcome measures included number of users, number of tweets, user location, top tweeters, top hashtags used and interactions. Analysis was performed using NodeXL (Social Media Research Foundation; California, USA; https://www.smrfoundation.org/nodexl/), Symplur (https:// www.symplur.com) and Twitonomy (https://www.twitonomy.com).   Results The first month of #UroSoMe activity documented 1373 tweets/retweets by 1008 tweeters with 17698 mentions and 1003 replies. The #LiveCaseDiscussions was able to achieve a potential reach of 2,033,352 Twitter users. The top tweets mainly included cases presented by #UroSoMe working group members during #LiveCaseDiscussions. The twitonomy map showed participation from 214 geographical locations. The major groups of participants using the hashtag #UroSoMe were ‘Researcher/Academic’ and ‘Doctor’. The twitter account of #UroSoMe (@so_uro) has now grown to more than 1000 followers.   Conclusions Social media is an excellent platform for interaction amongst the urological community. The results demonstrated that #UroSoMe was able to achieve wide spread engagement from all over the world.

scholarly journals Infodemic Signal Detection During the COVID-19 Pandemic: Development of a Methodology for Identifying Potential Information Voids in Online Conversations

10.2196/30971 ◽  
2021 ◽  
Vol 1 (1) ◽  
pp. e30971
Author(s):  
Tina D Purnat ◽  
Paolo Vacca ◽  
Christine Czerniak ◽  
Sarah Ball ◽  
Stefano Burzo ◽  
...  
Keyword(s):  
Public Health ◽  
Social Media ◽  
World Health ◽  
Aggregated Data ◽  
Response Planning ◽  
Online Conversations ◽  
Social Media Platforms ◽  
Health Organization ◽  
Over Time ◽  
Social Listening

Background The COVID-19 pandemic has been accompanied by an infodemic: excess information, including false or misleading information, in digital and physical environments during an acute public health event. This infodemic is leading to confusion and risk-taking behaviors that can be harmful to health, as well as to mistrust in health authorities and public health responses. The World Health Organization (WHO) is working to develop tools to provide an evidence-based response to the infodemic, enabling prioritization of health response activities. Objective In this work, we aimed to develop a practical, structured approach to identify narratives in public online conversations on social media platforms where concerns or confusion exist or where narratives are gaining traction, thus providing actionable data to help the WHO prioritize its response efforts to address the COVID-19 infodemic. Methods We developed a taxonomy to filter global public conversations in English and French related to COVID-19 on social media into 5 categories with 35 subcategories. The taxonomy and its implementation were validated for retrieval precision and recall, and they were reviewed and adapted as language about the pandemic in online conversations changed over time. The aggregated data for each subcategory were analyzed on a weekly basis by volume, velocity, and presence of questions to detect signals of information voids with potential for confusion or where mis- or disinformation may thrive. A human analyst reviewed and identified potential information voids and sources of confusion, and quantitative data were used to provide insights on emerging narratives, influencers, and public reactions to COVID-19–related topics. Results A COVID-19 public health social listening taxonomy was developed, validated, and applied to filter relevant content for more focused analysis. A weekly analysis of public online conversations since March 23, 2020, enabled quantification of shifting interests in public health–related topics concerning the pandemic, and the analysis demonstrated recurring voids of verified health information. This approach therefore focuses on the detection of infodemic signals to generate actionable insights to rapidly inform decision-making for a more targeted and adaptive response, including risk communication. Conclusions This approach has been successfully applied to identify and analyze infodemic signals, particularly information voids, to inform the COVID-19 pandemic response. More broadly, the results have demonstrated the importance of ongoing monitoring and analysis of public online conversations, as information voids frequently recur and narratives shift over time. The approach is being piloted in individual countries and WHO regions to generate localized insights and actions; meanwhile, a pilot of an artificial intelligence–based social listening platform is using this taxonomy to aggregate and compare online conversations across 20 countries. Beyond the COVID-19 pandemic, the taxonomy and methodology may be adapted for fast deployment in future public health events, and they could form the basis of a routine social listening program for health preparedness and response planning.

scholarly journals Trend of Social Media News: A Viewpoint of COVID-19 Tweets Using Natural Language Processing

2021 ◽  
Author(s):  
AISDL
Keyword(s):  
Social Media ◽  
Natural Language Processing ◽  
Natural Language ◽  
Language Processing ◽  
Developed Countries ◽  
World Health ◽  
The World ◽  
Twitter Users ◽  
The Developed Countries ◽  
Health Organization

The meteoric rise of social media news during the ongoing COVID-19 is worthy of advanced research. Freedom of speech in many parts of the world, especially the developed countries and liberty of socialization, calls for noteworthy information sharing during the panic pandemic. However, as a communication intervention during crises in the past, social media use is remarkable; the Tweets generated via Twitter during the ongoing COVID-19 is incomparable with the former records. This study examines social media news trends and compares the Tweets on COVID-19 as a corpus from Twitter. By deploying Natural Language Processing (NLP) methods on tweets, we were able to extract and quantify the similarities between some tweets over time, which means that some people say the same thing about the pandemic while other Twitter users view it differently. The tools we used are Spacy, Networkx, WordCloud, and Re. This study contributes to the social media literature by understanding the similarity and divergence of COVID-19 tweets of the public and health agencies such as the World Health Organization (WHO). The study also sheds more light on the COVID-19 sparse and densely text network and their implications for the policymakers. The study explained the limitations and proposed future studies.

scholarly journals Covid-19-induced fear in infoveillance studies: a meta-analysis (Preprint)

2020 ◽  
Author(s):  
Styliani Geronikolou ◽  
George Chrousos
Keyword(s):  
Social Media ◽  
Meta Analysis ◽  
World Health ◽  
Forest Plot ◽  
Health Authorities ◽  
Prophylactic Measures ◽  
The Social ◽  
Public Health Authorities ◽  
Health Organization ◽  
The Impact

UNSTRUCTURED The World Health Organization named the phenomenon of misinformation spread through the social media “infodemics”, and recognized the need to curb it. Misinformation infodemics undermine not only population safety, but also compliance to the suggestions/prophylactic measures recommended in pandemics. The aim of this study was to review the impact of social media on general population fear in “infoveillance” studies during the COVID-19 pandemic. PRISMA protocol was followed and six out of twenty studies were retrieved, meta-analyzed, and had their findings presented in the form of a Forest plot. The summary random and significant event rate was 0.298, 95% CI respectively 0.213 and 0.400, suggesting that social media-circulated misinformation related to COVID-19 triggered public fear and other manifestations. These findings merit special attention by public health authorities. Thus, “infodemiology” and Infoveillance are valid tools in the hands of epidemiologists to help prevent dissemination of false information, with potentially damaging effects.

Social Media and Health Communication

2021 ◽  
pp. 16-32
Author(s):  
Esra Fener
Keyword(s):  
Social Media ◽  
Health Communication ◽  
Health Information ◽  
World Health ◽  
Communication Tool ◽  
Digital Platforms ◽  
Technology Age ◽  
Social Media Platforms ◽  
Health Organization ◽  
Media Channels

In today's technology age, our communication style has changed and social media channels that provide remote and mutual interaction on digital platforms have become an important communication tool. In this digital communication age, when the need for remote communication has increased and is needed more with the pandemic period, it is seen that health information is shared more and more on social media platforms. In this process, it is seen that the health ministries of all countries, especially the World Health Organization (WHO), actively use social media channels as well as media channels for sharing health information. In this chapter, basic information about social media, social media channels, health communication, health communication in social media, and the effect of this communication on health literacy will be explained. For this purpose, the relevant social media platforms and studies have been examined and conveyed.

scholarly journals The autonomous vehicle social network: Analyzing tweets after a recent Tesla autopilot crash

2019 ◽  
Vol 63 (1) ◽  
pp. 2071-2075
Author(s):  
Jacelyn Jefferson ◽  
Anthony D. McDonald
Keyword(s):  
Social Media ◽  
Social Network ◽  
Autonomous Vehicle ◽  
Willingness To Accept ◽  
Automated Vehicle ◽  
The Social ◽  
Social Media Platforms ◽  
Vehicle Technology ◽  
Vehicle Technologies ◽  
Negative Sentiment

Automated vehicle technologies offer a potentially safer alternative than manually driven vehicles, but only if they are accepted and used appropriately. Social media platforms may offer an opportunity to assess peoples’ willingness to accept and use automated vehicle technology, but questions remain on the structure and content of the social media conversation. To answer these questions, we performed an analysis of tweets surrounding a recent Tesla Autopilot incident. Tweets were analyzed at three levels: term frequency, account tweet and retweet frequency, and sentiment. The most frequent terms of the conversation shifted from “amazon” and “startup” to “autopilot” and “vehicle” following the crash, however, the specific tweet content referenced an earlier event. A small portion of accounts were responsible for the majority of the tweets in the dataset, and were rarely retweeted. Positive and negative sentiment decreased following the crash, suggesting that a more complex sentiment analysis is needed to gauge changes in public opinion of automated vehicles.

scholarly journals Social network analysis of climate change discussion on Twitter during COP21

2021 ◽  
Author(s):  
Brittany E. Harris
Keyword(s):  
Climate Change ◽  
Social Media ◽  
Social Network ◽  
Network Analysis ◽  
Social Media Platform ◽  
The Public ◽  
Climate Change Information ◽  
The Social ◽  
Media Platform ◽  
Twitter Users

The public is increasingly relying on Twitter for climate change information; however, to date, this social media platform is poorly understood in terms of how climate change information is shared. This study evaluates discussions on Twitter during the 2015 United Nations Conference on Climate Change (COP21) to elucidate the social media platform’s role in communicating climate change information. For a five-day period, links embedded in a sample of tweets containing “#climatechange” were characterized, Twitter users were classified by the types of links they typically shared, and their degree centralities (the number of connections for each user) were measured. There was little skeptical content across all user categories; however, news links were more likely than non-news to contain content that is skeptical of climate change. Users who typically shared skeptical news links and users who typically shared non-skeptical non-news links exhibited a relatively high number of connections with other users.

scholarly journals An Instagram-Based Study to Understand Betel Nut Use Culture in Micronesia: Exploratory Content Analysis

10.2196/13954 ◽  
2020 ◽  
Vol 22 (7) ◽  
pp. e13954
Author(s):  
Wayne Buente ◽  
Francis Dalisay ◽  
Pallav Pokhrel ◽  
Hanae Kurihara Kramer ◽  
Ian Pagano
Keyword(s):  
Public Health ◽  
Social Media ◽  
Substance Use ◽  
Content Analysis ◽  
Social Engagement ◽  
Cultural Context ◽  
World Health ◽  
Betel Nut ◽  
Social Media Platforms ◽  
Health Organization

Background A 2012 World Health Organization report recognizes betel nut use as an urgent public health threat faced by the Western Pacific region. However, compared with other addictive substances, little is known about how betel nuts are depicted on social media platforms. In particular, image-based social media platforms can be powerful tools for health communication. Studying the content of substance use on visual social media may provide valuable insights into public health interventions. Objective This study aimed to explore and document the ways that betel nut is portrayed on the photo-sharing site Instagram. The analysis focuses on the hashtag #pugua, which refers to the local term for betel nut in Guam and other parts of Micronesia. Methods An exploratory content analysis of 242 Instagram posts tagged #pugua was conducted based on previous research on substance use and Instagram and betel nut practices in Micronesia. In addition, the study examined the social engagement of betel nut content on the image-based platform. Results The study findings revealed content themes referencing the betel nut or betel nut tree, betel nut preparation practices, and the unique social and cultural context surrounding betel nut activity in Guam and Micronesia. In addition, certain practices and cultural themes encouraged social engagement on Instagram. Conclusions The findings from this study emphasize the cultural relevance of betel nut use in Micronesia. These findings provide a basis for empirically testing hypotheses related to the etiological roles of cultural identity and pride in shaping betel nut use behavior among Micronesians, particularly youths and young adults. Such research is likely to inform the development of culturally relevant betel nut prevention and cessation programs.

scholarly journals Social Media and COVID-19: a global study of digital crisis interaction among Gen Z and millennials

2021 ◽  
Author(s):  
Ingrid Volkmer
Keyword(s):  
Social Media ◽  
Crisis Communication ◽  
Crisis Response ◽  
World Health ◽  
Response Strategies ◽  
The Social ◽  
Media Space ◽  
Continuous Interaction ◽  
Health Organization ◽  
Health Experts

The COVID-19 pandemic is revealing that global big tech platforms and social media are core sites for continuous engagement with crisis content for young citizens. This study included twenty-four countries from all continents at the time of the heightened COVID-19 crisis, and our survey targeted 18-40 year olds, Millennials and Gen Zs – overall n = 23,483 respondents. Outcomes show that for young citizens across continents, crisis communication is not just about press briefings. Instead, crisis communication is continuous interaction and engagement across their multiple source environments. Young citizens navigate social media, national media, search sites and messaging apps, they engage with peer communities, science and health experts and – across all countries – substantially with the social media content of the World Health Organization (WHO). Overall, they create their own individual crisis narrative based on the sources they use and the insights they select. This report outlines these new crisis communication dimensions within a transnational social media space and offers numerous suggestions for incorporating social media in crisis response strategies.

Sign in / Sign up

Export Citation Format

Share Document