scholarly journals What types of COVID-19 conspiracies are populated by Twitter bots?

First Monday ◽  
2020 ◽  
Author(s):  
Emilio Ferrara
Keyword(s):  
Social Media ◽  
Public Spaces ◽  
The United States ◽  
The Novel ◽  
Health Concerns ◽  
Online Platforms ◽  
Early Evidence ◽  
Containment Measures ◽  
Social Media Platforms ◽  
Novel Coronavirus

With people moving out of physical public spaces due to containment measures to tackle the novel coronavirus (COVID-19) pandemic, online platforms become even more prominent tools to understand social discussion. Studying social media can be informative to assess how we are collectively coping with this unprecedented global crisis. However, social media platforms are also populated by bots, automated accounts that can amplify certain topics of discussion at the expense of others. In this paper, we study 43.3M English tweets about COVID-19 and provide early evidence of the use of bots to promote political conspiracies in the United States, in stark contrast with humans who focus on public health concerns.

scholarly journals Bergamo and Covid-19: How the Dark Can Turn to Light

2021 ◽  
Vol 8 ◽  
Author(s):  
Norberto Perico ◽  
Stefano Fagiuoli ◽  
Fabiano Di Marco ◽  
Andrea Laghi ◽  
Roberto Cosentini ◽  
...  
Keyword(s):  
United States ◽  
Latin American ◽  
The United States ◽  
Natural Immunity ◽  
The Novel ◽  
Local Organization ◽  
Containment Measures ◽  
The Face ◽  
Novel Coronavirus ◽  
Second Wave

The novel coronavirus, SARS-CoV-2, continues to spread rapidly. Here we discuss the dramatic situation created by COVID-19 in Italy, particularly in the province of Bergamo (the most severely affected in the first wave), as an example of how, in the face of an unprecedented tragedy, acting (albeit belatedly)—including imposing a very strict lockdown—can largely resolve the situation within approximately 2 months. The measures taken here ensured that Bergamo hospital, which was confronted with rapidly rising numbers of severely ill COVID-19 patients requiring hospitalization, was able to meet the initial challenges of the pandemic. We also report that local organization and, more important, the large natural immunity against SARS-CoV-2 of the Bergamo population developed during the first wave of the epidemic, can explain the limited number of new COVID-19 cases during the more recent second wave compared to the numbers in other areas of Lombardy. Furthermore, we highlight the importance of coordinating the easing of containment measures to avoid what is currently observed in other countries, especially in the United States, Latin American and India, where this approach has not been adopted, and a dramatic resurgence of COVID-19 cases and an increase in the number of hospitalisations and deaths have been reported.

COVID-19 Infodemiology at Planetary Scale: Charting the Information and Misinformation Landscape to Characterize Misinfodemics Spread on Social Media (Preprint)

2021 ◽  
Author(s):  
Emily Chen ◽  
Julie Jiang ◽  
Ho-Chun Herbert Chang ◽  
Goran Muric ◽  
Emilio Ferrara
Keyword(s):  
Social Media ◽  
The Novel ◽  
Prevention Measures ◽  
Planetary Scale ◽  
Alternative Medicines ◽  
Full Dataset ◽  
Health Agencies ◽  
Health Related ◽  
Social Media Platforms ◽  
Novel Coronavirus

BACKGROUND The novel coronavirus, also known as COVID-19 or SARS-COV-2, has come to define much of our lives since the beginning of 2020. During this time, countries around the world imposed lockdowns and social distancing measures; our physical movements ground to a halt, while our online interactions increased as we turned to engaging with each other virtually. As our means of communication shifted online, so too did information consumption. While there has been an intentional shift and focus by governing authorities and health agencies on using social media and online platforms to spread factual and timely information, this has also opened the gate for misinformation, contributing to the phenomenon of misinfodemics. OBJECTIVE In this paper, we carry out an over a year-long analysis of Twitter discourse on over a billion tweets related to COVID-19 to identify and investigate prevalent misinformation narratives and trends. We also aim to describe the Twitter audience that is more susceptible to health-related misinformation and the network mechanisms driving misinfodemics. METHODS We leverage a dataset that we collected, and made public, containing over one billion tweets related to COVID-19 spanning between January 2020 and April 2021. We create a subset of this larger dataset by isolating tweets that include URLs with domains that have been identified by Media Bias/Fact Check as being prone to questionable and misinformation content. By leveraging clustering and topic modeling techniques, we identify the major narratives, including health misinformation and conspiracies, that are present within this subset of tweets. RESULTS Our focus is on a subset of 12,689,165 tweets that we determined are representative of COVID-19 misinformation narratives in our full dataset. When analyzing tweets that share content from domains known to be questionable or that promote misinformation, we find that a few key misinformation narratives emerge about Hydroxychloroquine and alternative medicines, United States officials and governing agencies directives, and COVID-19 prevention measures. We further analyze the misinformation retweet network and find that users who share both questionable and conspiracy-related content are clustered more closely in the network than others, supporting the hypothesis that echo chambers can contribute to the spread of health misinfodemics. CONCLUSIONS Our paper presents a summary and analysis of the major misinformation discourse surrounding COVID-19 and those who promoted and engaged with it. While misinformation is not limited to social media platforms, we hope that our insights will shed light on how best to combat misinformation, particularly pertaining to health-related emergencies, and pave the way for computational infodemiology to inform health surveillance and interventions.

scholarly journals American Exceptionalism: Determinants of spreading COVID-19 misinformation online in five countries

2021 ◽  
Author(s):  
Mark Pickup ◽  
Dominik Stecula ◽  
Clifton van der Linden
Keyword(s):  
Social Media ◽  
Public Discourse ◽  
American Exceptionalism ◽  
The United States ◽  
The Novel ◽  
Conspiracy Theories ◽  
The Us ◽  
Global Nature ◽  
Nationally Representative ◽  
Novel Coronavirus

Social media have long been considered a venue in which conspiracy theories originate and spread. It has been no different during COVID-19. However, understanding who spreads conspiracy theories by sharing them on social media, and why, has been underexplored, especially in a cross-national context. The global nature of the novel coronavirus pandemic presents a unique opportunity to understand the exposure and sharing of the same COVID-19 related conspiracies across multiple countries. We rely on large, nationally representative surveys conducted in July of 2020 in the United States, United Kingdom, Canada, Australia, and New Zealand, to begin to understand who shares conspiracies on social media and what motivates them. We find that Americans are no more likely to encounter prominent COVID-19 conspiracies on social media but are considerably more likely to subsequently share them. In all countries, trust in information from social media predicts conspiracy theory sharing, while in the US politics plays a unique role Our results make clear that American behavior on social media has the potential to poison online public discourse globally.

Kim Kardashian: the Leader of the Influencers

2019 ◽  
Author(s):  
Laila Fariha Zein ◽  
Adib Rifqi Setiawan
Keyword(s):  
Social Media ◽  
The United States ◽  
Armenian Genocide ◽  
The Public ◽  
Self Defense ◽  
Global Commerce ◽  
The World ◽  
Social Media Platforms ◽  
International Issues ◽  
Global Influence

In today’s world, it is easier and easier to stay connected with people who are halfway across the world. Social media and a globalizing economy have created new methods of business, trade and socialization resulting in vast amounts of communication and effecting global commerce. Like her or hate her, Kimberly Noel Kardashian West as known as Kim Kardashian has capitalized on social media platforms and the globalizing economy. Kim is known for two things: famous for doing nothing and infamous for a sex tape. But Kim has not let those things define her. With over 105 million Instagram followers and 57 million Twitter followers, Kim has become a major global influence. Kim has travelled around the world, utilizing the success she has had on social media to teach make-up master classes with professional make-up artist, Mario Dedivanovic. She owns or has licensed several different businesses including: an emoji app, a personal app, a gaming app, a cosmetics line, and a fragrance line. Not to be forgotten, the Kardashian family show, ‘Keeping Up with the Kardashians’ has been on the air for ten years with Kim at the forefront. Kim also has three books: ‘Kardashian Konfidential’, ‘Dollhouse’, and ‘Selfish’. With her rising social media following, Kim has used the platforms to show her support for politicians and causes, particularly, recognition of the Armenian genocide. Kim also recently spoke at the Forbes’ women’s summit. Following the summit, Kim tweeted out her support for a recent movement on Twitter, #freeCyntoiaBrown which advocated for a young woman who claimed to have shot and killed the man who held her captive as a teenage sex slave in self-defense. Kim had her own personal lawyers help out Cyntoia on her case. Kim has also moved beyond advocating for issues within the confines of the United States. As mentioned earlier, she is known for advocating for recognition of the Armenian genocide. In the last two years, her show has made it a point to address the Armenian situation as it was then and as it is now. Kim has been recognized as a global influencer by others across the wordl. We believe Kim has become the same as political leaders when it comes to influencing the public. Kim’s story reveals that the new reality creates a perfect opportunity for mass disturbances or for initiating mass support or mass disapproval. Although Kim is typically viewed for her significance to pop culture, Kim’s business and social media following have placed her deep into the mix of international commerce. As her businesses continue to grow and thrive, we may see more of her influence on international issues and an increase in the commerce from which her businesses benefit.

A survey of Instagram users with asthma to evaluate the acceptability of a planned clinical trial intervention (Preprint)

2020 ◽  
Author(s):  
Kerry Spitzer ◽  
Brent Heineman ◽  
Marcella Jewell ◽  
Michael Moran ◽  
Peter Lindenauer
Keyword(s):  
United States ◽  
Social Media ◽  
Health Care Providers ◽  
College Education ◽  
The United States ◽  
Survey Study ◽  
Care Providers ◽  
Healthy Behaviors ◽  
Social Media Platforms ◽  
Hispanic White

BACKGROUND Asthma is a chronic lung disease that affects nearly 25 million individuals in the United States. There is a need for more research into the potential for health care providers to leverage existing social media platforms to improve healthy behaviors and support individuals living with chronic health conditions. OBJECTIVE In this study, we assess the willingness of Instagram users with poorly controlled asthma to participate in a pilot study that uses Instagram as a means of providing social and informational support. In addition, we explore the potential for adapting photovoice and digital storytelling to social media. METHODS A survey study of Instagram users living with asthma in the United States, between the ages of 18 to 40. RESULTS Over 3 weeks of recruitment, 457 individuals completed the pre-survey screener; 347 were excluded. Of the 110 people who were eligible and agreed to participate in the study, 82 completed the study survey. Respondents mean age was 21(SD = 5.3). Respondents were 56% female (n=46), 65% (n=53) non-Hispanic white, and 72% (n=59) had at least some college education. The majority of respondents (n = 66, 81%) indicated that they would be willing to participate in the study. CONCLUSIONS Among young-adult Instagram users with asthma there is substantial interest in participating in a study that uses Instagram to connect participants with peers and a health coach in order to share information about self-management of asthma and build social connection.

scholarly journals Belonging in the Coronaverse: Will There Be Time?

2021 ◽  
Vol 1 (1) ◽  
pp. 100-115
Author(s):  
Kate Fischer ◽  
Malika Rakhmonova ◽  
Mike Tran
Keyword(s):  
College Experience ◽  
The United States ◽  
Limited Time ◽  
The Novel ◽  
Residential University ◽  
To Come ◽  
Novel Coronavirus ◽  
University Experience ◽  
The U.S ◽  
Older Siblings

Abstract Since the spring of 2020 SARS-CoV-2, the novel coronavirus, has upended lives and caused a rethinking of nearly all social behaviors in the United States. This paper examines the ways in which the pandemic, shutdown, and gradual move towards “normal” have laid bare and obfuscated societal pressures regarding running out of time as it pertains to the residential university experience. Promised by movies, television, and older siblings and friends as a limited-time offer, the “typical” college experience is baked into the U.S. imaginary, reinforcing a host of notions of who “belongs” on campus along lines of race, class, and age. Fed a vision of what their whole lives “should be”, students who enter a residential four-year college are already imbued with a nostalgia for what is yet to come, hailed, in Althusser’s (2006[1977]) sense, as university subjects even before their first class. The upheaval of that subjecthood during the pandemic has raised important questions about the purpose of the college experience as well as how to belong to a place that is no longer there.

scholarly journals 1414. #Vaccine Twitter Influencers: is it Just About Reach and Followers?

2020 ◽  
Vol 7 (Supplement_1) ◽  
pp. S714-S715
Author(s):  
Jean-Etienne Poirrier ◽  
Theodore Caputi ◽  
John Ayers ◽  
Mark Dredze ◽  
Sara Poston ◽  
...  
Keyword(s):  
United States ◽  
Social Media ◽  
Standard Deviation ◽  
Small Proportion ◽  
The United States ◽  
Research Support ◽  
Policy Makers ◽  
Media Messages ◽  
Social Media Platforms ◽  
The Impact

Abstract Background A small number of powerful users (“influencers”) dominates conversations on social media platforms: less than 1% of Twitter accounts have at least 3,000 followers and even fewer have hundreds of thousands or millions of followers. Beyond simple metrics (number of tweets, retweets...) little is known about these “influencers”, particularly in relation to their role in shaping online narratives about vaccines. Our goal was to describe influential Twitter accounts that are driving conversations about vaccines and present new metrics of influence. Methods Using publicly-available data from Twitter, we selected posts from 1-Jan-2016 to 31-Dec-2018 and extracted the top 5% of accounts tweeting about vaccines with the most followers. Using automated classifiers, we determined the location of these accounts, and grouped them into those that primarily tweet pro- versus anti-vaccine content. We further characterized the demographics of these influencer accounts. Results From 25,381 vaccine-related tweets available in our sample representing 10,607 users, 530 accounts represented the top 5% by number of followers. These accounts had on average 1,608,637 followers (standard deviation=5,063,421) and 340,390 median followers. Among the accounts for which sentiment was successfully estimated by the classifier, 10.4% (n=55) posted anti-vaccine content and 33.6% (n=178) posted pro-vaccine content. Of the 55 anti-vaccine accounts, 50% (n=18) of the accounts for which location was successfully determined were from the United States. Of the 178 pro-vaccine accounts, 42.5% (n=54) were from the United States. Conclusion This study showed that only a small proportion of Twitter accounts (A) post about vaccines and (B) have a high follower count and post anti-vaccine content. Further analysis of these users may help researchers and policy makers better understand how to amplify the impact of pro-vaccine social media messages. Disclosures Jean-Etienne Poirrier, PhD, MBA, The GSK group of companies (Employee, Shareholder) Theodore Caputi, PhD, Good Analytics Inc. (Consultant) John Ayers, PhD, GSK (Grant/Research Support) Mark Dredze, PhD, Bloomberg LP (Consultant)Good Analytics (Consultant) Sara Poston, PharmD, The GlaxoSmithKline group of companies (Employee, Shareholder) Cosmina Hogea, PhD, GlaxoSmithKline (Employee, Shareholder)

scholarly journals GOVERNANCE OF THE FACEBOOK PRIVACY CRISIS

2020 ◽  
Vol 20 (1) ◽  
Author(s):  
Lawrence J. Trautman
Keyword(s):  
United States ◽  
New York ◽  
Social Media ◽  
Audit Committee ◽  
New York Times ◽  
The United States ◽  
Front Page ◽  
Select Committee ◽  
The New York Times ◽  
Social Media Platforms

In November 2018, The New York Times ran a front-page story describing how Facebook concealed knowledge and disclosure of Russian-linked activity and exploitation resulting in Kremlin led disruption of the 2016 and 2018 U.S. elections, through the use of global hate campaigns and propaganda warfare. By mid-December 2018, it became clear that the Russian efforts leading up to the 2016 U.S. elections were much more extensive than previously thought. Two studies conducted for the United States Senate Select Committee on Intelligence (SSCI), by: (1) Oxford University’s Computational Propaganda Project and Graphika; and (2) New Knowledge, provide considerable new information and analysis about the Russian Internet Research Agency (IRA) influence operations targeting American citizens.By early 2019 it became apparent that a number of influential and successful high growth social media platforms had been used by nation states for propaganda purposes. Over two years earlier, Russia was called out by the U.S. intelligence community for their meddling with the 2016 American presidential elections. The extent to which prominent social media platforms have been used, either willingly or without their knowledge, by foreign powers continues to be investigated as this Article goes to press. Reporting by The New York Times suggests that it wasn’t until the Facebook board meeting held September 6, 2017 that board audit committee chairman, Erskin Bowles, became aware of Facebook’s internal awareness of the extent to which Russian operatives had utilized the Facebook and Instagram platforms for influence campaigns in the United States. As this Article goes to press, the degree to which the allure of advertising revenues blinded Facebook to their complicit role in offering the highest bidder access to Facebook users is not yet fully known. This Article can not be a complete chapter in the corporate governance challenge of managing, monitoring, and oversight of individual privacy issues and content integrity on prominent social media platforms. The full extent of Facebook’s experience is just now becoming known, with new revelations yet to come. All interested parties: Facebook users; shareholders; the board of directors at Facebook; government regulatory agencies such as the Federal Trade Commission (FTC) and Securities and Exchange Commission (SEC); and Congress must now figure out what has transpired and what to do about it. These and other revelations have resulted in a crisis for Facebook. American democracy has been and continues to be under attack. This article contributes to the literature by providing background and an account of what is known to date and posits recommendations for corrective action.

scholarly journals Covid-19 and food security: Jeopardy management and posterity deliberations

2021 ◽  
Vol 10 (2) ◽  
pp. 01-05
Author(s):  
Augustine Owusu-Addo ◽  
Atianashie Miracle A ◽  
Chukwuma Chinaza Adaobi ◽  
Larissa Agbemelo-Tsomafo
Keyword(s):  
Food Processing ◽  
Respiratory Illness ◽  
The United States ◽  
The Novel ◽  
Food Handling ◽  
Global Pandemic ◽  
Food Borne ◽  
Novel Coronavirus ◽  
Food Borne Infections ◽  
Safety Guidelines

COVID-19, also known as the ‘novel coronavirus disease 2019’, is a respiratory illness and the causative pathogen is officially named as ‘SARS-CoV-2’. Infections with SARS-CoV-2 have now been amplified to a global pandemic – as of April 3, 2020, nearly 1,018,000 cases have been confirmed in more than 195 countries, including more than 300,000 cases within the United States. Public safety guidelines are followed worldwide to stop the spread of COVID-19 and stay healthy. Despite COVID-19 is a respiratory illness with mode of invasion through the respiratory tract, not the gastrointestinal tract, an average food consumer is anxious and concerned about the food safety. Could an individual catch the deadly contagious COVID-19 from groceries brought home from the supermarket – or from the next restaurant takeout order? This brief review elucidates the epidemiology and pathobiological mechanism(s) of SARS-CoV-2 and its implications in food-borne infections, transmission via food surfaces, food processing and food handling.

Local emergency management social media use during the COVID-19 pandemic

2021 ◽  
Vol 19 (7) ◽  
pp. 83-97
Author(s):  
Sean Hildebrand, PhD ◽  
Brandon Waite, PhD
Keyword(s):  
Social Media ◽  
Emergency Management ◽  
Disaster Preparedness ◽  
The United States ◽  
The Body ◽  
Special Issue ◽  
Emergency Managers ◽  
The Social ◽  
Social Media Platforms ◽  
The Times

The purpose of this special issue of the Journal of Emergency Management is to assess the state of disaster preparedness, response, mitigation, and recovery during the COVID-19 pandemic. This article adds to this discussion by examining the results of a national survey of emergency managers in the United States regarding the social media platforms they use to communicate information related to the COVID-19 pandemic, how proficient they feel using them, and what value they see in these technologies during the times of crisis. The authors’ findings help make sense of government responses to the pandemic, as well as contribute to the body of literature on communication and emergency management more broadly. Furthermore, their findings have important implications for emergency management practitioners and educators. 

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