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Why outrage clicks don't pay the bills for news sites
Shunyao Yan, Klaus M. Miller
May 18, 2026
Using deep learning to identify polarizing articles on a news platform, researchers found that editorially-driven increases in divisive content boosted time-on-site but did not increase subscriptions. During high-stakes elections, polarizing content actually accelerated subscriber churn and reduced willingness to pay. The mechanism wasn't readers seeking confirmation—it was that subscribers wanted balanced coverage when political stakes were highest.
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