On OK sites, the three main topics made up ~76% of the popular stories. This is in stark contrast to the ~11% of Iffy site URLs on the same topic. Here the percentage of COVID-19 stories is the single largest percentage by topic and also over a third of all stories. race-related issues, and about 10% were U.S. Over that same period, however, about 37% of popular URLs from OK sites were related to COVID-19, roughly 29% were about U.S. The ~33% dedicated to race-related issues not only was nearly a third of all stories but also represented the largest percentage by topic, and the three major topics combined accounted for almost 59% of the popular stories. presidential election-themed URLs were also more popular than the COVID-19 ones. In other words, of the most popular Iffy site URLs shared on Facebook and Twitter, almost three times as many appeared to be about race-related issues than were about COVID-19, and U.S. We found that over that time a little more than 11% of Iffy URLs were related to COVID-19, while, for instance, almost 33% were stories about racism, protests, riots, and the like in the U.S., and roughly 14% covered the U.S. Using the Iffy Quotient’s daily details pages ( one example from J), we analyzed a sample of the most popular URLs on both Facebook and Twitter from Iffy sites and OK sites from May 1 – July 16, 2020. What this means is that the Iffy Quotient tells us the percentage of a day’s most popular URLs that comes from Iffy sites and the percentage that comes from OK sites (and from unrated sites, of course). The Iffy Quotient is principally designed to express the flow of Iffy content, but it also tells us about the flow of more acceptable content, which comes from sites classified by NewsGuard or Media Bias/Fact Check as “OK,” as opposed to “Iffy.” OK sites may include, but are not limited to, mainstream news sources. We were surprised to find that not only was it not the main topic of such content, it represented a relatively smaller fraction of popular Iffy content compared to other timely topics. As the pandemic wore on into the summer, and as it became increasingly politicized in some arenas, we wanted to know if it was the main topic of popular content from Iffy sites. We were encouraged by the initial flight to quality observed in the flow of popular URLs on Facebook and Twitter, but of course the spread of Iffy content, such as misinformation, continues to occur on both social media platforms. (Please see our previous post for a fuller explanation as well as the complete list of sources.) Specifically, we noticed that the Iffy Quotient indicated a decrease in the most popular URLs that were coming from Iffy sites, while our Mainstream Quotient-a metric that is analogous to, but separate from, the Iffy Quotient-indicated an increase in the most popular URLs that were coming from a specific list of 30 mainstream news sites. In our previous post, we highlighted a (temporary) “flight to quality” in the news content that people engaged with on Facebook and Twitter in the early stages of the COVID-19 crisis in the U.S. Upon closer inspection, though, this isn’t exactly the case. NewsWhip determines the most popular URLs each day, while NewsGuard provides us with website ratings, with Media Bias/Fact Check providing ratings for sites unrated by NewsGuard.Īmidst the pandemic, one might expect that the most popular news URLs from Iffy websites shared on Facebook and Twitter would frequently be about COVID-19. At the University of Michigan Center for Social Media Responsibility (CSMR), we publish and monitor a metric we call the Iffy Quotient -the fraction of the most popular URLs on Facebook and Twitter that come from “Iffy” sites that often publish misinformation.
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