1w ago

TikTok's algorithm exhibited pro-Republican bias during 2024 presidential race, study finds

www.psypost.org TikTok's algorithm exhibited pro-Republican bias during 2024 presidential race, study finds

A study found TikTok's algorithm recommended more Republican-aligned content during the 2024 US election. Republican accounts saw more like-minded content, while Democratic accounts were shown more opposing views. This suggests a pro-Republican skew.

Summary

A study found that TikTok’s recommendation algorithm favored Republican-leaning content during the 2024 U.S. presidential race.

TikTok, with over a billion active users worldwide, has become a key source of news, particularly for younger audiences.

Using 323 simulated accounts, researchers discovered that Republican-leaning users received 11.8% more aligned content than Democratic-leaning users, who were exposed to more opposing viewpoints.

The bias was largely driven by negative partisanship, with more anti-Democratic content recommended.

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1w ago

TikTok's algorithm exhibited pro-Republican bias during 2024 presidential race

www.psypost.org /tiktoks-algorithm-exhibited-pro-republican-bias-during-2024-presidential-race-study-finds/

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1w ago

TikTok's algorithm exhibited pro-Republican bias during 2024 presidential race

www.psypost.org /tiktoks-algorithm-exhibited-pro-republican-bias-during-2024-presidential-race-study-finds/

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Using a controlled experiment involving hundreds of simulated user accounts, the study found that Republican-leaning accounts received significantly more ideologically aligned content than Democratic-leaning accounts, while Democratic-leaning accounts were more frequently exposed to opposing viewpoints.
Does this mean the algorithm was designed to push a republican agenda? Or does the algorithm know that liberals are more likely to watch videos from the opposing side than conservatives?
I don’t doubt that billion dollar social media companies wanted Trump to win and put their fingers on the scale in whatever way they could. But I wonder how you can prove the algorithm is pushing an ideology at the expense of its users as opposed to the algorithm is just pushing the ideology that gets the most views from its users.
- Does this mean the algorithm was designed to push a republican agenda? Or does the algorithm know that liberals are more likely to watch videos from the opposing side than conservatives?
  Both of these things can be true.
  A friend of mine likes to say, a systems goal is what it does in practice, not its design intent.
  
  Sure, kinda like saying, if it looks like shit and it smells like shit, it’s probably shit. Apt metaphor.
  I guess I’m just wondering about the intent. Like, is it possible to prove that an algorithm was designed to have a bias vs the bias is a natural result of what people spend their time watching. I am sure it’s the former, but how does one prove that without leaks from the inside.
  
  The intent on e.g. YouTube is to optimise views. Radicalisation is an emergent outcome, as a result of more combatitive, controversial, and flashy content being more captivating in the medium term. This is documented to some extent in Johann Hari's book Stolen Focus, where he interviews a couple of insiders.
  So no, the stated intent is not the bias (at least initially). The bias is an pathological outcome of optimising for ads.
  But looking at some of Meta's intentional actions more recently, it seems like maybe it can become an intentional outcome after the fact?
  
  I think it's a matter of How Many Coincidences Does It Take
  If we're assigning good faith to the TikTok algorithm.
  Which - reading that out loud just sounds absurd.
- TikTok being owned by the CCP and used for their political interests means they absolutely would do everything in their power to weaken the USA and NATO.
  
  I mean, there's also that the Democrats ran a campaign to ban Tiktok.
  
  A yes Trumps ban. So Biden gets the credit band plans crash when Trump is president and Biden gets the credit.
  
  ...I miss r/aneurysmposting.
  
  Biden promised not to enforce the ban, the ban was bipartisan, you're being lied to.
  
  It was not only bipartisan, it was, in fact, Trump's idea initially.
  And yet, the Democrats did run the campaign, and Biden was the one to actually sign the ban.
  
  And waited until last second to say he wouldn't enforce it

49 comments