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Chronicles

The story behind the story

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Facebook shelved its content transparency report in Q1 fearing public criticism, as the most-viewed link suggested a doctor died due to a COVID-19 vaccine

The company praised itself this week for being “the most transparent platform on the internet.”  —  When Facebook this week released …

New York Times

Context & Ripple Effects

Facebook's decision sits uneasily beside its March rollout of vaccine-finding tools and labels on vaccine posts and its July assertion that vaccine hesitancy among U.S. users had fallen by 50%. The withheld report concerns whether high-reach content on the service was instead amplifying vaccine doubt.

The related coverage shows Facebook subsequently released the shelved report and acknowledged the reach of vaccine-doubt content, turning a dispute over moderation into a test of whether the company’s transparency claims match its publication choices.

First-order effects

  • Facebook’s explanation for shelving the Q1 report directly weakens its claim to be highly transparent, because the omitted data included a most-viewed link associating a doctor’s death with COVID-19 vaccination.
  • Public-health officials and Facebook users gain evidence that vaccine-skeptical material achieved broad reach despite the company’s vaccination-promotion and labeling efforts.

Second-order effects

  • Facebook’s July hesitancy metric will draw sharper scrutiny from critics, who can contrast the company’s aggregate progress claim with the reach recorded for vaccine-doubt content.
  • Other platforms publishing moderation or reach reports face greater pressure to disclose unfavorable findings rather than present transparency as a selectively timed communications exercise.

Third-order effects

  • If platforms retain control over when and how engagement data is released, transparency reporting risks becoming a reputational tool rather than an independent measure of content-distribution outcomes.
  • The episode points toward stronger expectations that platform accountability include both moderation policies and auditable evidence of what their recommendation and sharing systems actually elevate.

The trend: Platform governance is moving from commitments to remove misinformation toward scrutiny of the reach data companies choose to disclose about it.

Discussion

  • @kevinroose Kevin Roose on x
    That report Facebook put out about the most-viewed content in Q2? @daveyalba and @RMac18 report that there was a Q1 version that wasn't released. It showed that the most-viewed link was about a doctor dying from the Covid-19 vaccine. https://www.nytimes.com/...
  • @donie Donie O'Sullivan on x
    Hard to take anything Facebook says in good faith. Facebook didn't release a transparency report in Q1 because it showed top link was an “article with a headline suggesting that the coronavirus vaccine was at fault for the death of a Florida doctor.” https://www.nytimes.com/...
  • @ceciliakang Cecilia Kang on x
    This story is what you call a burner 🔥🔥 Facebook hid an earlier report w/ very damning data on how a post with Covid vaccine misinformation was viewed by tens of millions of people via @daveyalba @RMac18 https://twitter.com/...
  • @shiraovide Shira Ovide on x
    Uhhhhhhhh https://twitter.com/...
  • @andymstone Andy Stone on x
    @BrandyZadrozny @daveyalba @RMac18 So you're saying a story from the Chicago Tribune, inarguably a reliable and mainstream publication, is misinfo? Because that's the most-widely viewed link cited in the report.
  • @brandyzadrozny Brandy Zadrozny on x
    Facebook shelved an embarrassing Reach Report that showed Covid misinfo does reach loads of users and waited until the data showed a rosier picture. It does not care about transparency. Killer work from ⁦@daveyalba⁩ and ⁦@RMac18⁩ https://www.nytimes.com/...
  • @jason_kint Jason Kint on x
    Another masterpiece from the Department of Integrity at Facebook. They literally delayed being more transparent for a quarter because they didn't like what the public would see. https://www.nytimes.com/... https://twitter.com/... https://twitter.com/...
  • @martinsfp Martin Sfp Bryant on x
    Facebook always goes for the PR solution (tell a better story) rather than just fixing the problem. https://twitter.com/...
  • @nandoodles Nandini Jammi on x
    Facebook allows this content to go viral and drives traffic to Epoch Times's website. @pubmatic makes millions of $$ of it. This is what their company does - with YOUR ad dollars btw!!! https://twitter.com/...
  • @profcarroll David Carroll on x
    Facebook shamelessly prefers to act as the arbiter of truth about itself. https://twitter.com/...
  • @can Can Duruk on x
    excited for the metaverse where every piece of what you think of reality is nothing but a lie constructed by Zuck and co but yeah VR https://twitter.com/...
  • @martyswant Marty Swant on x
    A reminder that data shared by any given company doesn't always show the full picture. https://twitter.com/...
  • @minimaxir Max Woolf on x
    The irony of Facebook trying to cherry-pick data for their transparency report is that the actual cherry-picked transparency report *is still very bad* https://www.nytimes.com/...
  • @jasonabbruzzese Jason Abbruzzese on x
    @andymstone @ceciliakang @BrandyZadrozny @daveyalba @RMac18 My dude this is at best willfully misreading what she said. But hey release the report and we can flesh it all out!
  • @daveyalba Davey Alba on x
    What was so bad that was in the report? 1) The most viewed link was a news story with a headline suggesting that the coronavirus vaccine was at fault for the death of a Florida doctor. 2) A Facebook page for The Epoch Times was the 19th most popular page on the platform.
  • @nandoodles Nandini Jammi on x
    Actually, fuck it. I'm so tired of these people. @bozinny basically did a Google search and felt like Epoch Times wasn't a big deal so he lets it continue to monetize. This is how and why @pubmatic sends millions of dollars to Epoch Times every year. https://twitter.com/...
  • @jordanliles Jordan Liles on x
    @kevinroose @daveyalba @RMac18 Good read. Also, how is The Epoch Times still on FB? Their ad permissions were taken away after massive violations. Then The Epoch Times-linked org The BL (aka Epoch Times Vietnam) was also banned after spending $9.5 million in ads. What do you need…
  • @chetfaliszek Chet Faliszek on x
    Imagine that... now time for them to stall, quote some stat that doesn't show the scale, and then promise to improve. They've been doing this for 17 years. https://twitter.com/...
  • @gregbensinger @gregbensinger on x
    When the data is inconvenient, you “fix” the data @daveyalba @RMac18 https://www.nytimes.com/... https://twitter.com/...
  • @xeni @xeni on x
    @kevinroose @daveyalba @RMac18 Good job Zuck
  • @kevinroose Kevin Roose on x
    The wild thing is, Facebook wouldn't be in this position at all if it had just responded to @FacebooksTop10 by saying “yes, we have a large and popular right-wing news ecosystem that generates a lot of engagement.” Instead, execs decided to try to fight data with other data.
  • @ceciliakang Cecilia Kang on x
    @andymstone @BrandyZadrozny @daveyalba @RMac18 That's not what @BrandyZadrozny is saying
  • @rmac18 Ryan Mac🙃 on x
    On Weds, Facebook released a transparency report detailing the platform's most popular content in Q2. We found that FB actually had an earlier Q1 report it shelved because it showed a conspiracy theory peddling news page was among its most popular. https://www.nytimes.com/...
  • @nandoodles Nandini Jammi on x
    Like I am truly sick and tired of white men with banal jobs like “Senior Director of Marketplace Quality” having such enormous responsibility to the public and not taking it seriously at all.
  • @nandoodles Nandini Jammi on x
    Hmm we're in a bad place if @pubmatic (under @bozinny's watch) is monetizing Epoch Times when even FB is afraid of touching it a/ a 10-foot pole https://twitter.com/...
  • @jason_kint Jason Kint on x
    In the words of the Federal Trade Commission yesterday, the company cannot be trusted as its own “representations have proven meaningless on multiple occasions.” https://twitter.com/...
  • @isaacstanbecker Isaac Stanley-Becker on x
    Yikes https://twitter.com/...
  • @andymstone Andy Stone on x
    @ceciliakang @BrandyZadrozny @daveyalba @RMac18 Her original tweet said: “showed Covid misinfo does reach loads of users.” That's at least in part a reference to the most-viewed link in that report which was from the Chicago Tribune. Is the Trib misinfo?
  • @fboversight @fboversight on x
    Let's see Q1 @Facebook. https://twitter.com/... https://twitter.com/...
  • @kurtwagner8 Kurt Wagner on x
    What looks bad: FB admitting a widely viewed story added to vaccine hesitancy What looks REALLY bad: FB getting caught trying to hide that a widely viewed story added to vaccine hesitancy https://twitter.com/...
  • @jesselehrich Jesse Lehrich on x
    so Facebook was gonna roll out their new ‘widely viewed content’ report last quarter... ...but the top post was a headline implying the vaccine killed a healthy doctor viewed 54 million times so they shelved it. #transparency https://www.nytimes.com/...