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- W4385227105 abstract "Social media has enabled the spread of information at unprecedented speeds and scales, and with it the proliferation of high-engagement, low-quality content. *Friction* -- behavioral design measures that make the sharing of content more cumbersome -- might be a way to raise the quality of what is spread online. Here, we study the effects of friction with and without quality-recognition learning. Experiments from an agent-based model suggest that friction alone decreases the number of posts without improving their quality. A small amount of friction combined with learning, however, increases the average quality of posts significantly. Based on this preliminary evidence, we propose a friction intervention with a learning component about the platform's community standards, to be tested via a field experiment. The proposed intervention would have minimal effects on engagement and may easily be deployed at scale." @default.
- W4385227105 created "2023-07-25" @default.
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- W4385227105 date "2023-07-21" @default.
- W4385227105 modified "2023-10-18" @default.
- W4385227105 title "Friction Interventions to Curb the Spread of Misinformation on Social Media" @default.
- W4385227105 doi "https://doi.org/10.48550/arxiv.2307.11498" @default.
- W4385227105 hasPublicationYear "2023" @default.
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