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COVID-19
The Twitter origins and evolution of the COVID-19 “plandemic” conspiracy theory
Matthew D. Kearney, Shawn C. Chiang and Philip M. Massey
Tweets about “plandemic” (e.g., #plandemic)—the notion that the COVID-19 pandemic was planned or fraudulent—helped to spread several distinct conspiracy theories related to COVID-19. But the term’s catchy nature attracted attention from anti-vaccine activist filmmakers who ultimately created Plandemic the 26-minute documentary.

COVID-19
Misinformation more likely to use non-specific authority references: Twitter analysis of two COVID-19 myths
Joseph McGlynn, Maxim Baryshevtsev and Zane A. Dayton
This research examines the content, timing, and spread of COVID-19 misinformation and subsequent debunking efforts for two COVID-19 myths. COVID-19 misinformation tweets included more non-specific authority references (e.g., “Taiwanese experts”, “a doctor friend”), while debunking tweets included more specific and verifiable authority references (e.g.,
Can WhatsApp benefit from debunked fact-checked stories to reduce misinformation?
Julio C. S. Reis, Philipe Melo, Kiran Garimella and Fabrício Benevenuto
WhatsApp was alleged to have been widely used to spread misinformation and propaganda during the 2018 elections in Brazil and the 2019 elections in India. Due to the private encrypted nature of the messages on WhatsApp, it is hard to track the dissemination of misinformation at scale.

COVID-19
The spread of COVID-19 conspiracy theories on social media and the effect of content moderation
Orestis Papakyriakopoulos, Juan Carlos Medina Serrano and Simon Hegelich
We investigate the diffusion of conspiracy theories related to the origin of COVID-19 on social media. By analyzing third-party content on four social media platforms, we show that: (a) In contrast to conventional wisdom, mainstream sources contribute overall more to conspiracy theories diffusion than alternative and other sources; and (b) platforms’ content moderation practices are able to mitigate the spread of conspiracy theories.
Exposure to social engagement metrics increases vulnerability to misinformation
Mihai Avram, Nicholas Micallef, Sameer Patil and Filippo Menczer
News feeds in virtually all social media platforms include engagement metrics, such as the number of times each post is liked and shared. We find that exposure to these signals increases the vulnerability of users to low-credibility information in a simulated social media feed.

COVID-19
Meme factory cultures and content pivoting in Singapore and Malaysia during COVID-19
Crystal Abidin
This paper is a qualitative ethnographic study of how a group of meme factories in Singapore and Malaysia have adapted their content programming and social media practices in light of COVID-19. It considers how they have fostered, countered, or challenged the rise and spread of misinformation in both countries.

COVID-19
The causes and consequences of COVID-19 misperceptions: Understanding the role of news and social media
Aengus Bridgman, Eric Merkley, Peter John Loewen, Taylor Owen, Derek Ruths, Lisa Teichmann and Oleg Zhilin
We investigate the relationship between media consumption, misinformation, and important attitudes and behaviours during the coronavirus disease 2019 (COVID-19) pandemic. We find that comparatively more misinformation circulates on Twitter, while news media tends to reinforce public health recommendations like social distancing. We find that exposure to social media is associated with misperceptions regarding basic facts about COVID-19 while the inverse is true for news media.
Do the right thing: Tone may not affect correction of misinformation on social media
Leticia Bode, Emily K. Vraga and Melissa Tully
An experiment conducted with 610 participants suggests that corrections to misinformation—pointing out information that is wrong or misleading and offering credible information in its place—on social media reduce misperceptions regardless of the correction’s tone (uncivil, affirmational, or neutral). There is also an opportunity to correct secondary but related misperceptions (dealing with the same topic but with a different specific fact) when responding to misinformation on social media.

COVID-19
Pandemics & propaganda: How Chinese state media creates and propagates CCP coronavirus narratives
Vanessa Molter and Renee DiResta
To gain insight into how Chinese state media is communicating about the coronavirus pandemic to the outside world, we analyzed a collection of posts from their English-language presence on Facebook. We observed three recurring behaviors: sharing positive stories and promoting the Chinese Communist Party’s (CCP) pandemic response, rewriting recent history in a manner favorable to the CCP as the coronavirus pandemic evolved, and using targeted ads to spread preferred messages.