Designing Against Misinformation

Jeff Smith
Design at Meta
Published in
6 min readDec 20, 2017



, Product Designer, , User Experience Researcher, and , Content Strategist

Updated treatment for misinformation in News Feed using Related Articles

Scrolling through News Feed, it can be hard to judge what stories are true or false. Should you trust everything that you see, even if it comes from someone whom you don’t know well? If you’ve never heard of an article’s publisher, but the headline looks legitimate, is it?

Misinformation comes in many different forms and can cover a wide range of topics. It can take the shape of memes, links, and other forms. And it can range from pop culture to politics or even to critical information during a natural disaster or humanitarian crisis.

We know that the vast majority of people don’t want to share “false news.” And we know people want to see accurate information on Facebook, but don’t always know what information or sources to trust—this makes discerning what’s true and what’s false difficult.

After a year of testing and learning, we’re making a change to how we alert people when they see false news on Facebook. As the designer, researcher, and content strategist driving this work, we wanted to share the process of how we got here and the challenges that come with designing against misinformation.

What We Learned

In December of last year, we launched a series of changes to identify and reduce the spread of false news in News Feed:

  • We made it easier for people to report stories they think are false news
  • We partnered with independent fact-checking organizations that review articles that might be false
  • We reduced the distribution of articles disputed by fact-checkers
  • We launched a collection of features to alert people when fact-checkers have disputed an article, and to let people know if they have shared, or are about to share, false news
Disputed flags, our previous treatment for misinformation in News Feed

Over the last year, we traveled around the world, from Germany to Indonesia, talking with people about their experiences with misinformation. We heard that false news is a major concern everywhere that we’ve been, and even though it is a very small share of what’s shared on Facebook, reducing the spread of false news is one of our top priorities.

Our goal throughout this research was to understand not only what misinformation looks like across different contexts, but also how people react to designs that inform them that what they are reading might be false news. To ensure that we heard from people with a variety of different backgrounds, we visited people in their homes, talked with people during their everyday lives, and conducted in-depth interviews and formal usability testing in a lab with people alone, with their friends, or with a bunch of strangers. In conducting this research, we found that there were four ways the original disputed flags experience could be improved:

  1. Disputed flags buried critical information: Although the disputed flag alerted someone that fact-checkers disputed the article, it wasn’t easy for people to understand exactly what was false. It required too many clicks, and those additional clicks made it harder for people to see what the fact-checkers had said about the disputed story.
  2. Disputed flags could sometimes backfire: We learned that dispelling misinformation is challenging. Just because something is marked as “false” or “disputed” doesn’t necessarily mean we will be able to change someone’s opinion about its accuracy. In fact, some research suggests that strong language or visualizations (like a bright red flag) can backfire and further entrench someone’s beliefs.
  3. Disputed flags required at least two fact-checkers: Disputed flags were only applied after two third-party fact-checking organizations determined an article was false because it was a strong visual signal and we wanted to set a high bar for where we applied it. Requiring two false ratings slowed down our ability to provide additional context and often meant that we weren’t able to do so at all. This is particularly problematic in countries with very few fact-checkers, where the volume of potentially false news stories and the limited capacity of the fact-checkers made it difficult for us to get ratings from multiple fact-checkers.
  4. Disputed flags only worked for false ratings: Some of our fact-checking partners use a range of ratings. For example, they might use “false,” “partly false,” “unproven,” and “true.” We only applied Disputed flags to “false” ratings because it was a strong visual signal, but people wanted more context regardless of the rating. There are also the rare circumstances when two fact-checking organizations disagree about the rating for a given article. Giving people all of this information can help them make more informed decisions about what they read, trust, and share.

Where we’re going

In April of this year, we started testing a new version of Related Articles that appears in News Feed before someone clicks on a link to an article. In August, we began surfacing fact-checked articles in this space as well. During these tests, we learned that although click-through rates on the hoax article don’t meaningfully change between the two treatments, we did find that the Related Articles treatment led to fewer shares of the hoax article than the disputed flag treatment. We’ve also received positive feedback from people who use Facebook and found that it addresses the limitations above: it makes it easier to get context, it requires only one fact-checker’s review, it works for a range of ratings, and it doesn’t create the negative reaction that strong language or a red flag can have.

Updated treatment for misinformation in News Feed

Academic research supports the idea that directly surfacing related stories to correct a post containing misinformation can significantly reduce misperceptions. We’ve seen in our own work that Related Articles makes it easier to access fact-checkers’ articles on Facebook. It enables us to show fact checkers’ stories even when the rating isn’t “false” — if fact-checkers confirm the facts of an article, we now show that, too. Related Articles also enables fact-checked information to be shown when only one fact-checker has reviewed an article. By reducing the number of fact-checkers needed to weigh in on an article, more people can see this crucial information as soon as a single fact-checker has marked something as false. And because many people aren’t always aware of who the fact-checkers are, we’ve placed a prominent badge next to each fact-checker so that people can more quickly identify the source.

While we’ve made many changes, we’ve also kept the strongest parts of the previous experience. Just as before, as soon as we learn that an article has been disputed by fact-checkers, we immediately send a notification to those people who previously shared it. When someone shares this content going forward, a short message pops up explaining there’s additional reporting around that story. Using language that is unbiased and non-judgmental helps us to build products that speak to people with diverse perspectives.

We’ve kept the strongest parts of the previous experience, including notifications for shared content that later gets flagged by a third-party fact-checker

When people scroll through News Feed and see a questionable article posted from a distant contact or an unknown publisher, they should have the context to make informed decisions about whether they should read, trust, or share that story. As some of the people behind this product, designing solutions that support news readers is a responsibility we take seriously. We will continue working hard on these efforts by testing new treatments, improving existing treatments, and collaborating with academic experts on this complicated misinformation problem.