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.
翻译:虽然与其它社交媒体平台相比,YouTube被研究不足,但据说它是世界上最大和最有吸引力的在线媒体消费平台。最近,YouTube的规模引发了人们的担忧,即YouTube用户正在通过偏颇的建议和表面上非政治的反丑闻渠道的组合而激进化,这两个渠道据称都直接关注激进的政治内容。在这里,我们用一个由30多万美国人组成的代表小组及其个人层面的浏览行为,在2016年1月至2019年12月之间,在YouTube上和在YouTube上进行测试。我们没有发现任何证据表明YouTube的建议系统地引发了与极右内容的接触,我们发现YouTube上的新闻消费主要为主流来源,而且基本上为中英来源。极右内容的消费者虽然参与程度高于平均水平,却代表了新闻消费者中小和稳定的比例。然而,从反对进步的知识和政治议程的角度定义的反丑闻内容的消费正在稳步增加,并与极右内容的消费相关联。我们没有发现任何证据表明YouTube建议系统地导致与极右内容的接触,我们也没有找到明确证据表明,极右翼频道的渠道能够反映整个YouTube上的政治消费。