Pith. sign in

REVIEW 1 cited by

Examining the consumption of radical content on YouTube

Not yet reviewed by Pith; the record is open.

This paper has not been read by Pith yet. Machine review is queued; the pith claim, tier, and objections will appear here once it completes.

SPECIMEN: schema-true, not a live event

T0 review · schema-true

One-sentence machine reading of the paper's core claim.

pith:XXXXXXXX · record.json · timestamp

arxiv 2011.12843 v2 pith:O37L2Q4K submitted 2020-11-25 cs.SI cs.CYcs.IR

classification cs.SIcs.CYcs.IR
keywords youtubecontentconsumptionpoliticalanti-wokechannelsfar-rightfind
verification ladder T0 review T1 audit T2 compute T3 formal
0 comments
read the original abstract

Although it is under-studied relative to other social media platforms, YouTube is arguably the largest and most engaging online media consumption platform in the world. Recently, YouTube's scale has fueled concerns that YouTube users are being radicalized via a combination of biased recommendations and ostensibly apolitical anti-woke channels, both of which have been claimed to direct attention to radical political content. Here we test this hypothesis using a representative panel of more than 300,000 Americans and their individual-level browsing behavior, on and off YouTube, from January 2016 through December 2019. Using a labeled set of political news channels, we find that news consumption on YouTube is dominated by mainstream and largely centrist sources. Consumers of far-right content, while more engaged than average, represent a small and stable percentage of news consumers. However, consumption of anti-woke content, defined in terms of its opposition to progressive intellectual and political agendas, grew steadily in popularity and is correlated with consumption of far-right content off-platform. We find no evidence that engagement with far-right content is caused by YouTube recommendations systematically, nor do we find clear evidence that anti-woke channels serve as a gateway to the far right. Rather, consumption of political content on YouTube appears to reflect individual preferences that extend across the web as a whole.

Discussion (0). Continue with ORCID to comment.

Forward citations

Cited by 1 Pith paper

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. TikTok's recommendations skewed towards Republican content during the 2024 U.S. presidential race

    cs.SI 2025-01 conditional novelty 7.0 of 10

    TikTok's recommendation algorithm served Republican-seeded test accounts more co-partisan content than Democratic-seeded accounts during the 2024 U.S. presidential race.

Pith tools